violetxi/chess-20m-tactical-eval-traces · Datasets at Hugging Face

test_B1

lt_2400

1,173

0NIpL

3q1rk1/4n1pp/p4p2/1p3N2/1Qr4B/4n2P/PP3PP1/2KR3R w - - 0 20

https://lichess.org/3yhZ91yp/black#38

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "l", "o", "...

[Event "rated blitz game"] [Site "https://lichess.org/3yhZ91yp"] [Date "2021.08.02"] [Round "-"] [White "ekinti"] [Black "yurij1985"] [Result "1-0"] [GameId "3yhZ91yp"] [UTCDate "2021.08.02"] [UTCTime "18:26:24"] [WhiteElo "2301"] [BlackElo "2278"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-5"] [Variant "Standard"] [Tim...

c8c4 b4c4 e3c4 d1d8 f8d8 f5e7

1. d4 d5 2. Bg5 c5 3. dxc5 f6 4. Bh4 e5 5. e3 Bxc5 6. c4 Ne7 7. Nc3 d4 8. exd4 Bxd4 9. Nge2 O-O 10. Qb3 Nbc6 11. O-O-O Bf5 12. h3 Na5 13. Qa4 Rc8 14. Nxd4 exd4 15. Nb5 a6 16. Nxd4 b5 17. Qb4 Nxc4 18. Nxf5 Ne3+ 19. Bc4+ Rxc4+

Pd2d4 Pd7d5 Bc1g5 Pc7c5 Pd4xc5 Pf7f6 Bg5h4 Pe7e5 Pe2e3 Bf8xc5 Pc2c4 Ng8e7 Nb1c3 Pd5d4 Pe3xd4 Bc5xd4 Ng1e2 O-O Qd1b3 Nb8c6 O-O-O Bc8f5 Ph2h3 Nc6a5 Qb3a4 Ra8c8 Ne2xd4 Pe5xd4 Nc3b5 Pa7a6 Nb5xd4 Pb7b5 Qa4b4 Na5xc4 Nd4xf5 Nc4e3+ Bf1c4+ Rc8xc4+

[ 0, 8, 34, 36, 8, 39, 37, 6, 25, 61, 8, 31, 29, 8, 36, 73, 29, 8, 55, 54, 6, 61, 68, 8, 47, 45, 8, 42, 43, 6, 56, 73, 29, 8, 26, 28, 7, 64, 47, 7, 17, 27, 8, 37, 36, 8, 43, 73, 36, 6, 29, 73, 36, 7, 57, 42, ...

124

b4c4

Qxc4+

c8c4

Rxc4+

[ "Ne3xc4", "Rf8xd8" ]

{"ground_truth": "['b4c4', 'd1d8', 'f5e7']", "style": "rule"}

3

79

133

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 6, 25, 61, 8, 31, 29, 8, 36, 73, 29, 8, 55, 54, 6, 61, 68, 8, 47, 45, 8, 42, 43, 6, 56, 73, 29, 8, 26, 28, 7, 64, 47, 7, 17, 27, 8, 37, 36, 8, 43, 73, ...

[ false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qb4xc4+ Ne3xc4 Rd1xd8 Rf8xd8 Pb2b3", "Qb4xc4+ Pb5xc4 Rd1xd8 Ne7xf5 Rd8x", "Qb4xc4 Pb5xc4 Rd1xd8 Rf8xd8 Nf5xe7", "Qb4xc4+ Ne3xc4 Rd1xd8 Rf8xd8 Nf5x", "Rd1d4 Rc4xd4 Qb4xe7 Qd8c8#", "Qb4xc4+ Ne3xc4 Rd1xd8 Rf8xd8 Nf5x", "Kc1b1 Qd8xd1+ Rh1xd1 Rc4xb4 Nf5xe3", "Qb4xc4 Ne3xc4 Rd1xd8 Rf8xd8 Pb2b3 N", "Qb4xc...

[ "Qb4xc4+", "Qb4xc4+", "Qb4xc4", "Qb4xc4+", "Rd1d4", "Qb4xc4+", "Kc1b1", "Qb4xc4", "Qb4xc4+", "Pb2b3", "Qb4xc4+", "Nf5xc4", "Qb4xc4+", "Kc1b1", "Nf5xc4", "Qb4xc4+" ]

[ "b4c4", "b4c4", "b4c4", "b4c4", "d1d4", "b4c4", "c1b1", "b4c4", "b4c4", "b2b3", "b4c4", "f5c4", "b4c4", "c1b1", "f5c4", "b4c4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, false, true, true, true, true, false, true, false, true, true, false, true ]

[ true, true, true, true, false, true, false, true, true, false, true, false, true, false, false, true ]

16

12

10

0.625

0.991758

1

test_B1

lt_2400

1,039

14lEk

r1bqkb1r/pp3p1p/2n3p1/3n2N1/3p4/2P2Q2/PP3PPP/RNB1K2R w KQkq - 0 10

https://lichess.org/d09OQXLJ/black#18

[ "a", "t", "t", "a", "c", "k", "i", "n", "g", "F", "2", "F", "7", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g" ]

[Event "rated rapid game"] [Site "https://lichess.org/d09OQXLJ"] [Date "2022.09.19"] [Round "-"] [White "anelementofrisk"] [Black "frmrintern"] [Result "1-0"] [GameId "d09OQXLJ"] [UTCDate "2022.09.19"] [UTCTime "13:42:23"] [WhiteElo "1774"] [BlackElo "1765"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-5"] [Variant "Stand...

f6d5 f3f7

1. e4 c5 2. Nf3 Nc6 3. d4 cxd4 4. Bc4 g6 5. Ng5 e6 6. c3 d5 7. exd5 exd5 8. Qf3 Nf6 9. Bxd5 Nxd5

Pe2e4 Pc7c5 Ng1f3 Nb8c6 Pd2d4 Pc5xd4 Bf1c4 Pg7g6 Nf3g5 Pe7e6 Pc2c3 Pd7d5 Pe4xd5 Pe6xd5 Qd1f3 Ng8f6 Bc4xd5 Nf6xd5

[ 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 7, 24, 30, 8, 34, 36, 8, 29, 73, 36, 6, 49, 28, 8, 63, 62, 7, 51, 61, 8, 47, 46, 8, 26, 27, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 4, 33, 51, 7, 64, 54, 6, 28, 73, 37, ...

60

f3f7

Qxf7#

f6d5

Nxd5

[]

{"ground_truth": "['f3f7']", "style": "rule"}

0

99

65

[ 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 7, 24, 30, 8, 34, 36, 8, 29, 73, 36, 6, 49, 28, 8, 63, 62, 7, 51, 61, 8, 47, 46, 8, 26, 27, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 4, 33, 51, 7, 64, 54...

[ false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qf3xf7#", "O-O Pd4xc3 Rf1e1+ Nd5e7 Nb1xc3 Bc8f5 B", "Qf3xf7#", "Qf3xf7#", "Pc3xd4 Bf8g7 O-O O-O Nb1c3 Bc8e6 Rf1e1 Nc6", "Qf3xd5 Qd8xd5 O-O Bf8g7 Rf1e1+ Bc8e6 N", "Qf3xf7#", "Qf3xf7#", "Pc3xd4 Bf8g7 Bc1e3 Bg7xd4 Be3xd4 Nc6", "Qf3xf7#", "O-O Nd5f6 Rf1e1+ Bf8e7 Bc1e3 Bc8g4 Qf3f4", "Pc3xd4 Nc6xd4...

[ "Qf3xf7#", "O-O", "Qf3xf7#", "Qf3xf7#", "Pc3xd4", "Qf3xd5", "Qf3xf7#", "Qf3xf7#", "Pc3xd4", "Qf3xf7#", "O-O", "Pc3xd4", "Ng5xf7", "Ng5xf7", "Qf3xf7#", "Ng5xf7" ]

[ "f3f7", "e1g1", "f3f7", "f3f7", "c3d4", "f3d5", "f3f7", "f3f7", "c3d4", "f3f7", "e1g1", "c3d4", "g5f7", "g5f7", "f3f7", "g5f7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, true, true, false, false, true, true, false, true, false, false, false, false, true, false ]

16

7

0.4375

0.930769

0.999301

1

test_B1

lt_2400

852

0fjOC

8/p7/6K1/8/8/1k5P/8/8 b - - 2 47

https://lichess.org/LyV2G19L#93

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "p", "a", "w", "n", "E", "n", "d", "g", "a", "m", "e", " ", "p", "r", "o", "...

[Event "rated rapid game"] [Site "https://lichess.org/LyV2G19L"] [Date "2023.02.07"] [Round "-"] [White "FieteRallerlaar"] [Black "alwerty"] [Result "0-1"] [GameId "LyV2G19L"] [UTCDate "2023.02.07"] [UTCTime "21:44:35"] [WhiteElo "1917"] [BlackElo "1979"] [WhiteRatingDiff "-88"] [BlackRatingDiff "+4"] [Variant "Standar...

h6g6 a7a5 h3h4 a5a4 g6f7 a4a3 h4h5 a3a2 f7g8 a2a1q

1. e4 e5 2. Nf3 Nc6 3. Bc4 Nf6 4. Ng5 d5 5. exd5 Nd4 6. c3 b5 7. cxd4 bxc4 8. dxe5 Nxd5 9. d3 Bb4+ 10. Bd2 Qxg5 11. O-O Bxd2 12. Nxd2 O-O 13. dxc4 Nf4 14. Qf3 Bh3 15. Ne4 Qg6 16. Ng3 Nxg2 17. Rfd1 Rad8 18. Ne4 Nh4+ 19. Qg3 Nf3+ 20. Kh1 Qxe4 21. Qxh3 Rxd1+ 22. Rxd1 Nxe5+ 23. Qg2 Qxg2+ 24. Kxg2 Nxc4 25. b3 Ne5 26. Rc1 Rc...

Pe2e4 Pe7e5 Ng1f3 Nb8c6 Bf1c4 Ng8f6 Nf3g5 Pd7d5 Pe4xd5 Nc6d4 Pc2c3 Pb7b5 Pc3xd4 Pb5xc4 Pd4xe5 Nf6xd5 Pd2d3 Bf8b4+ Bc1d2 Qd8xg5 O-O Bb4xd2 Nb1xd2 O-O Pd3xc4 Nd5f4 Qd1f3 Bc8h3 Nd2e4 Qg5g6 Ne4g3 Nf4xg2 Rf1d1 Ra8d8 Ng3e4 Ng2h4+ Qf3g3 Nh4f3+ Kg1h1 Qg6xe4 Qg3xh3 Rd8xd1+ Ra1xd1 Nf3xe5+ Qh3g2 Qe4xg2+ Kh1xg2 Ne5xc4 Pb2b3 Nc4e5 ...

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 7, 64, 54, 7, 51, 61, 8, 39, 37, 8, 44, 73, 37, 7, 30, 36, 8, 26, 27, 8, 23, 21, 8, 27, 73, 36, 8, 21, 73, 28, 8, 36, 73, 45, 7, 54, 73, 37, 8, 34, ...

311

a7a5

a5

h6g6

Kg6

[ "Ph3h4", "Kg6f7", "Ph4h5", "Kf7g8" ]

{"ground_truth": "['a7a5', 'a5a4', 'a4a3', 'a3a2', 'a2a1q']", "style": "rule"}

9

127

311

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 7, 64, 54, 7, 51, 61, 8, 39, 37, 8, 44, 73, 37, 7, 30, 36, 8, 26, 27, 8, 23, 21, 8, 27, 73, 36, 8, 21, 73, 28, 8, 36, 73, 45, 7, 54, 73, 37, 8, 34, ...

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pa7a5 Ph3h4 Pa5a4 Ph4h5 Pa4a3 Ph5h6 Pa3", "Pa7a5 Ph3h4 Pa5a4 Ph4h5 Pa4a3 Ph5h6 Pa3", "Pa7a5 Ph3h4 Pa5a4 Ph4h5 Pa4a3 Ph5h6 Pa3", "Pa7a5 Ph3h4 Pa5a4 Ph4h5 Pa4a3 Ph5h6 Pa3", "Pa7a5 Kg6f5 Pa5a4 Ph3h4 Pa4a3 Ph4h5 Pa3", "Pa7a5 Ph3h4 Pa5a4 Ph4h5 Pa4a3 Ph5h6 Pa3", "Pa7a5 Kg6f5 Pa5a4", "Pa7a5", "Pa7a5 Ph3h4...

[ "Pa7a5", "Pa7a5", "Pa7a5", "Pa7a5", "Pa7a5", "Pa7a5", "Pa7a5", "Pa7a5", "Pa7a5", "Kb3c4", "Pa7a5", "Pa7a5", "Pa7a5", "Pa7a5", "Kb3c4", "Pa7a5" ]

[ "a7a5", "a7a5", "a7a5", "a7a5", "a7a5", "a7a5", "a7a5", "a7a5", "a7a5", "b3c4", "a7a5", "a7a5", "a7a5", "a7a5", "b3c4", "a7a5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, true, false, true, true, true, true, false, true ]

16

14

0.875

1

test_B1

lt_2400

1,002

0lV9D

r1q2r2/4b1pk/5pb1/pB1Qp2n/P2P3P/2P5/1P1N1P1B/2KR2R1 b - - 0 20

https://lichess.org/hTxVo88T#39

[ "b", "o", "d", "e", "n", "M", "a", "t", "e", " ", "m", "a", "s", "t", "e", "r", " ", "m", "a", "s", "t", "e", "r", "V", "s", "M", "a", "s", "t", "e", "r", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "2", " ", "...

[Event "rated blitz game"] [Site "https://lichess.org/hTxVo88T"] [Date "2022.10.10"] [Round "-"] [White "YasseQuesada"] [Black "Papus1234"] [Result "0-1"] [GameId "hTxVo88T"] [UTCDate "2022.10.10"] [UTCTime "22:49:06"] [WhiteElo "2829"] [BlackElo "2858"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+9"] [WhiteTitle "GM"] [...

b3d5 c8c3 b2c3 e7a3

1. d4 Nf6 2. Bf4 d5 3. e3 c5 4. Nf3 Nc6 5. Nbd2 cxd4 6. exd4 Bf5 7. c3 e6 8. Qb3 Qc8 9. Ne5 Be7 10. Be2 O-O 11. g4 Bg6 12. h4 Nxe5 13. Bxe5 h5 14. gxh5 Nxh5 15. O-O-O a5 16. a4 b5 17. Bxb5 f6 18. Bh2 Kh7 19. Rhg1 e5 20. Qxd5

Pd2d4 Ng8f6 Bc1f4 Pd7d5 Pe2e3 Pc7c5 Ng1f3 Nb8c6 Nb1d2 Pc5xd4 Pe3xd4 Bc8f5 Pc2c3 Pe7e6 Qd1b3 Qd8c8 Nf3e5 Bf8e7 Bf1e2 O-O Pg2g4 Bf5g6 Ph2h4 Nc6xe5 Bf4xe5 Ph7h5 Pg4xh5 Nf6xh5 O-O-O Pa7a5 Pa2a4 Pb7b5 Be2xb5 Pf7f6 Be5h2 Kg8h7 Rh1g1 Pe6e5 Qb3xd5

[ 0, 8, 34, 36, 7, 64, 54, 6, 25, 52, 8, 39, 37, 8, 42, 43, 8, 31, 29, 7, 57, 51, 7, 24, 30, 7, 17, 34, 8, 29, 73, 36, 8, 43, 73, 36, 6, 32, 53, 8, 26, 27, 8, 47, 46, 4, 33, 19, 4, 40, 32, 7, 51, 45, 6, 56, ...

122

c8c3

Qxc3+

b3d5

Qxd5

[ "Pb2xc3" ]

{"ground_truth": "['c8c3', 'e7a3']", "style": "rule"}

3

63

133

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 6, 25, 52, 8, 39, 37, 8, 42, 43, 8, 31, 29, 7, 57, 51, 7, 24, 30, 7, 17, 34, 8, 29, 73, 36, 8, 43, 73, 36, 6, 32, 53, 8, 26, 27, 8, 47, 46, 4, 3...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nh5f4 Bh2xf4 Pe5xf4 Qd5f3 Qc8f5 Bb5d3", "Nh5f4 Bh2xf4 Pe5xf4 Qd5e4 Pf6f5 Rg1x", "Pe5xd4 Qd5xd4 Be7c5", "Bg6f5 Pd4xe5 Bf5e6 Qd5e4+ Kh7g8 Bb5c4", "Bg6f7 Qd5e4+ Kh7h8 Qe4d3 Pe5xd4 Qd3x", "Pe5xd4 Qd5xh5+ Bg6xh5 Bb5d3+ Kh7g8", "Qc8xc3+ Pb2xc3 Nh5f4 Bh2xf4 Pe5xf4", "Pe5xd4 Pc3xd4 Rf8d8 Bb5d3 Qc8c1+ Bd3", ...

[ "Nh5f4", "Nh5f4", "Pe5xd4", "Bg6f5", "Bg6f7", "Pe5xd4", "Qc8xc3+", "Pe5xd4", "Nh5f4", "Pe5xd4", "Pe5xd4", "Qc8h3", "Bg6f7", "Pe5xd4", "Pe5xd4", "Pe5xd4" ]

[ "h5f4", "h5f4", "e5d4", "g6f5", "g6f7", "e5d4", "c8c3", "e5d4", "h5f4", "e5d4", "e5d4", "c8h3", "g6f7", "e5d4", "e5d4", "e5d4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false ]

16

1

0.0625

0.25

0.5

1

test_B1

lt_2400

1,182

0qwOP

3r1k2/1q4p1/p2b1pP1/1p2p2Q/5r1P/1PP4R/PB1P1P2/2K3n1 w - - 1 32

https://lichess.org/l8RerMDd/black#62

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "i", "n", "t", "e", "r", "f", "e", "r", "e", "n", "c", "e", " ", "l", "o", "n", "g", " ", "m", "i", "d", "d", "l", "e", "...

[Event "rated rapid game"] [Site "https://lichess.org/l8RerMDd"] [Date "2019.03.20"] [Round "-"] [White "alisan15"] [Black "ivanamt168"] [Result "1-0"] [GameId "l8RerMDd"] [UTCDate "2019.03.20"] [UTCTime "16:21:40"] [WhiteElo "1610"] [BlackElo "1708"] [WhiteRatingDiff "+13"] [BlackRatingDiff "-13"] [Variant "Standard"]...

g8f8 h5h8 f8e7 h8g7 e7e6 g7b7

1. e4 d5 2. exd5 c6 3. dxc6 Nxc6 4. Nc3 a6 5. b3 e5 6. Bb2 Qc7 7. Bc4 Bd6 8. Nd5 Qb8 9. Nf3 Nge7 10. Qe2 O-O 11. O-O-O Bg4 12. Nxe7+ Nxe7 13. h3 Be6 14. Bd3 Re8 15. Ng5 Ng6 16. Qh5 h6 17. Nxe6 Rxe6 18. Bf5 Rf6 19. Qf3 Qc7 20. Qd3 Rd8 21. Qe4 Ne7 22. h4 Nxf5 23. g4 Nd4 24. g5 Rf4 25. Qd3 h5 26. g6 f6 27. c3 Nf3 28. Qe2 ...

Pe2e4 Pd7d5 Pe4xd5 Pc7c6 Pd5xc6 Nb8xc6 Nb1c3 Pa7a6 Pb2b3 Pe7e5 Bc1b2 Qd8c7 Bf1c4 Bf8d6 Nc3d5 Qc7b8 Ng1f3 Ng8e7 Qd1e2 O-O O-O-O Bc8g4 Nd5xe7+ Nc6xe7 Ph2h3 Bg4e6 Bc4d3 Rf8e8 Nf3g5 Ne7g6 Qe2h5 Ph7h6 Ng5xe6 Re8xe6 Bd3f5 Re6f6 Qh5f3 Qb8c7 Qf3d3 Ra8d8 Qd3e4 Ng6e7 Ph3h4 Ne7xf5 Pg2g4 Nf5d4 Pg4g5 Rf6f4 Qe4d3 Ph6h5 Pg5g6 Pf7f6 P...

[ 0, 8, 42, 44, 8, 39, 37, 8, 44, 73, 37, 8, 31, 30, 8, 37, 73, 30, 7, 24, 73, 30, 7, 17, 27, 8, 15, 14, 8, 18, 19, 8, 47, 45, 6, 25, 18, 4, 40, 31, 6, 49, 28, 6, 56, 38, 7, 27, 37, 4, 31, 24, 7, 57, 51, 7, ...

194

h5h8

Qh8+

g8f8

Kf8

[ "Kf8e7", "Ke7e6" ]

{"ground_truth": "['h5h8', 'h8g7', 'g7b7']", "style": "rule"}

6

89

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 39, 37, 8, 44, 73, 37, 8, 31, 30, 8, 37, 73, 30, 7, 24, 73, 30, 7, 17, 27, 8, 15, 14, 8, 18, 19, 8, 47, 45, 6, 25, 18, 4, 40, 31, 6, 49, 28, 6, 56, 38, 7, 27, 37, 4, ...

[ false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qh5h8+ Kf8e7 Qh8xg7+ Ke7e6 Qg7f7+ Q", "Rh3g3 Ng1e2+ Kc1b1 Ne2xg3 Pf2xg3 Rf4", "Qh5h8+ Kf8e7 Qh8xg7+ Ke7e6 Qg7f7+ Q", "Qh5h7 Kf8e8 Qh7g8+ Bd6f8 Ph4h5 Ng1xh3", "Qh5h8+ Kf8e7 Qh8xg7+ Ke7e6 Qg7xb7 R", "Qh5h8+ Kf8e7 Qh8xg7+ Ke7e6 Qg7f7+ K", "Bb2a3 Bd6xa3+", "Pf2f3 Kf8e7 Rh3g3 Ng1xf3 Rg3xf3 Rf4x", "Pc3c4...

[ "Qh5h8+", "Rh3g3", "Qh5h8+", "Qh5h7", "Qh5h8+", "Qh5h8+", "Bb2a3", "Pf2f3", "Pc3c4", "Qh5h7", "Qh5h7", "Qh5h8+", "Qh5h8+", "Qh5h8+", "Qh5h8+", "Qh5h8+" ]

[ "h5h8", "h3g3", "h5h8", "h5h7", "h5h8", "h5h8", "b2a3", "f2f3", "c3c4", "h5h7", "h5h7", "h5h8", "h5h8", "h5h8", "h5h8", "h5h8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, true, false, true, true, false, false, false, false, false, true, true, true, true, true ]

16

9

0.5625

0.980769

1

test_B1

lt_2400

898

0KsUL

rn1qkbr1/pp2pp1p/2p2p2/3b4/4N3/8/PPPPQPPP/R1B1KB1R w KQq - 2 9

https://lichess.org/D3prNaIg/black#16

[ "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g", " ", "p", "i", "n" ]

[Event "rated rapid game"] [Site "https://lichess.org/D3prNaIg"] [Date "2024.06.27"] [Round "-"] [White "MichaelTangbao"] [Black "KagorZug"] [Result "1-0"] [GameId "D3prNaIg"] [UTCDate "2024.06.27"] [UTCTime "18:08:45"] [WhiteElo "1615"] [BlackElo "1629"] [WhiteRatingDiff "+9"] [BlackRatingDiff "-6"] [Variant "Standard...

h8g8 e4f6

1. e4 c6 2. Nc3 d5 3. Nf3 dxe4 4. Nxe4 Nf6 5. Qe2 Be6 6. Nfg5 Bd5 7. Nxf6+ gxf6 8. Ne4 Rg8

Pe2e4 Pc7c6 Nb1c3 Pd7d5 Ng1f3 Pd5xe4 Nc3xe4 Ng8f6 Qd1e2 Bc8e6 Nf3g5 Be6d5 Ne4xf6+ Pg7xf6 Ng5e4 Rh8g8

[ 0, 8, 42, 44, 8, 31, 30, 7, 17, 27, 8, 39, 37, 7, 57, 51, 8, 37, 73, 44, 7, 27, 73, 44, 7, 64, 54, 4, 33, 42, 6, 32, 46, 7, 51, 61, 6, 46, 37, 7, 44, 73, 54, 75, 8, 63, 73, 54, 7, 61, 44, 5, 72, 64 ]

54

e4f6

Nxf6#

h8g8

Rg8

[]

{"ground_truth": "['e4f6']", "style": "rule"}

0

68

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 30, 7, 17, 27, 8, 39, 37, 7, 57, 51, 8, 37, 73, 44, 7, 27, 73, 44, 7, 64, 54, 4, 33, 42, 6, 32, 46, 7, 51, 61, 6, 46, 37, 7, 44, 73, 54, 75, 8, 63, ...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pd2d3 Pf6f5 Ne4g3 Pf5f4 Bc1xf4 Ph7h5 P", "Qe2f3 Pf6f5 Qf3xf5 Bd5e6 Qf5xh7 Pf7f5", "Pd2d3 Nb8d7 Pg2g3 Bf8g7 Bf1g2 Pf6f5 Ne4", "Pc2c4 Bd5e6 Pd2d4 Qd8xd4 Bc1e3 Qd4e5 O-O-O", "Pd2d3 Bf8g7 Pc2c4 Bd5e6 Qe2h5 Be6f5 Bf1", "Pc2c4 Pf6f5 Ne4c3 Pe7e6 Pc4xd5 Bf8c5 P", "Pd2d3 Bf8h6 Qe2h5 Bh6g7 Qh5xh7 Ke8f8 Q", "Pc...

[ "Pd2d3", "Qe2f3", "Pd2d3", "Pc2c4", "Pd2d3", "Pc2c4", "Pd2d3", "Pc2c4", "Pd2d4", "Pc2c4", "Pc2c4", "Ph2h3", "Pd2d4", "Pd2d3", "Pd2d3", "Pd2d4" ]

[ "d2d3", "e2f3", "d2d3", "c2c4", "d2d3", "c2c4", "d2d3", "c2c4", "d2d4", "c2c4", "c2c4", "h2h3", "d2d4", "d2d3", "d2d3", "d2d4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

0

test_B1

lt_2400

1,064

0YVPK

r2qkb1r/pp1b1ppp/2n1pn2/1B6/Q2NP3/6N1/PP1P1PPP/R1B1K2R b KQkq - 0 10

https://lichess.org/DD7Ljw1F#19

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "...

[Event "rated blitz game"] [Site "https://lichess.org/DD7Ljw1F"] [Date "2024.11.27"] [Round "-"] [White "Gonzaga22"] [Black "OliverT96"] [Result "0-1"] [GameId "DD7Ljw1F"] [UTCDate "2024.11.27"] [UTCTime "23:26:49"] [WhiteElo "2505"] [BlackElo "2490"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [WhiteTitle "NM"] [Var...

f3d4 c6d4 a4d4 d7b5

1. e4 e6 2. Nf3 d5 3. Nc3 d4 4. Ne2 d3 5. cxd3 Nf6 6. Ng3 c5 7. d4 cxd4 8. Qa4+ Nc6 9. Bb5 Bd7 10. Nxd4

Pe2e4 Pe7e6 Ng1f3 Pd7d5 Nb1c3 Pd5d4 Nc3e2 Pd4d3 Pc2xd3 Ng8f6 Ne2g3 Pc7c5 Pd3d4 Pc5xd4 Qd1a4+ Nb8c6 Bf1b5 Bc8d7 Nf3xd4

[ 0, 8, 42, 44, 8, 47, 46, 7, 57, 51, 8, 39, 37, 7, 17, 27, 8, 37, 36, 7, 27, 42, 8, 36, 35, 8, 26, 73, 35, 7, 64, 54, 7, 42, 59, 8, 31, 29, 8, 35, 36, 8, 29, 73, 36, 4, 33, 12, 75, 7, 24, 30, 6, 49, 21, 6, ...

62

c6d4

Nxd4

f3d4

Nxd4

[ "Qa4xd4" ]

{"ground_truth": "['c6d4', 'd7b5']", "style": "rule"}

0

110

65

[ 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 7, 57, 51, 8, 39, 37, 7, 17, 27, 8, 37, 36, 7, 27, 42, 8, 36, 35, 8, 26, 73, 35, 7, 64, 54, 7, 42, 59, 8, 31, 29, 8, 35, 36, 8, 29, 73, 36, 4, 33, 12, 75, 7, 24, 30, 6, 4...

[ false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Bf8b4 Nd4xc6 Pb7xc6 Bb5xc6 Bb4xd2+", "Nc6xd4 Bb5xd7+ Qd8xd7 Qa4xd4 Qd7x", "Nc6xd4 Bb5xd7+ Qd8xd7 Qa4xd7+ Nf6", "Nc6xd4 Bb5xd7+ Qd8xd7", "Nc6xd4 Bb5xd7+ Qd8xd7 Qa4xd7+ Nf6", "Nc6xd4 Qa4xd4 Pa7a6 Bb5xd7+ Qd8xd7", "Nc6xd4 Bb5xd7+ Qd8xd7 Qa4xd4 Qd7x", "Bf8c5 Nd4xc6 Bd7xc6 Bb5xc6+ Pb7xc6", "Nc6xd4 Qa4xd...

[ "Bf8b4", "Nc6xd4", "Nc6xd4", "Nc6xd4", "Nc6xd4", "Nc6xd4", "Nc6xd4", "Bf8c5", "Nc6xd4", "Nc6xd4", "Bf8c5", "Pe6e5", "Nc6xd4", "Bf8b4", "Nc6xd4", "Pa7a6" ]

[ "f8b4", "c6d4", "c6d4", "c6d4", "c6d4", "c6d4", "c6d4", "f8c5", "c6d4", "c6d4", "f8c5", "e6e5", "c6d4", "f8b4", "c6d4", "a7a6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, true, true, true, true, true, false, true, true, false, false, true, false, true, false ]

16

10

0.625

0.991758

1

test_B1

lt_2400

824

0FcsQ

3r2k1/pp4p1/7p/8/8/5Q2/1P3PPP/2r1R1K1 b - - 2 27

https://lichess.org/scvIJz7T#53

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "...

[Event "rated rapid game"] [Site "https://lichess.org/scvIJz7T"] [Date "2016.10.17"] [Round "-"] [White "AlSvarog"] [Black "Lucius_Caecilius"] [Result "0-1"] [GameId "scvIJz7T"] [UTCDate "2016.10.17"] [UTCTime "13:22:02"] [WhiteElo "1984"] [BlackElo "2013"] [WhiteRatingDiff "-10"] [BlackRatingDiff "+10"] [Variant "Stan...

e6e1 c1e1

1. e4 e6 2. d4 d5 3. exd5 exd5 4. Nf3 Nf6 5. Bd3 c5 6. c3 Nc6 7. O-O Bd6 8. Re1+ Be6 9. Ng5 Qd7 10. Bf5 Nd8 11. Qe2 Ke7 12. dxc5 Bxc5 13. c4 h6 14. Nxe6 fxe6 15. Nc3 Kf7 16. Bh3 Re8 17. cxd5 Nxd5 18. Nxd5 Qxd5 19. Be3 Rc8 20. Rad1 Qxa2 21. Bxc5 Rxc5 22. Rd7+ Kf8 23. Qf3+ Kg8 24. Rxd8 Rxd8 25. Bxe6+ Qxe6 26. Rxe6 Rc1+ 2...

Pe2e4 Pe7e6 Pd2d4 Pd7d5 Pe4xd5 Pe6xd5 Ng1f3 Ng8f6 Bf1d3 Pc7c5 Pc2c3 Nb8c6 O-O Bf8d6 Rf1e1+ Bc8e6 Nf3g5 Qd8d7 Bd3f5 Nc6d8 Qd1e2 Ke8e7 Pd4xc5 Bd6xc5 Pc3c4 Ph7h6 Ng5xe6 Pf7xe6 Nb1c3 Ke7f7 Bf5h3 Rh8e8 Pc4xd5 Nf6xd5 Nc3xd5 Qd7xd5 Bc1e3 Ra8c8 Ra1d1 Qd5xa2 Be3xc5 Rc8xc5 Rd1d7+ Kf7f8 Qe2f3+ Kf8g8 Rd7xd8 Re8xd8 Bh3xe6+ Qa2xe6 R...

[ 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 7, 57, 51, 7, 64, 54, 6, 49, 35, 8, 31, 29, 8, 26, 27, 7, 24, 30, 77, 6, 56, 38, 5, 49, 41, 75, 6, 32, 46, 7, 51, 61, 4, 40, 39, ...

181

c1e1

Rxe1#

e6e1

Re1

[]

{"ground_truth": "['c1e1']", "style": "rule"}

6

28

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 7, 57, 51, 7, 64, 54, 6, 49, 35, 8, 31, 29, 8, 26, 27, 7, 24, 3...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rd8d2 Ph2h4 Rd2xb2 Qf3e3 Rd1d7 Qe3xc1", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#" ]

[ "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rd8d2", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#", "Rc1xe1#" ]

[ "c1e1", "c1e1", "c1e1", "c1e1", "c1e1", "c1e1", "c1e1", "c1e1", "c1e1", "c1e1", "d8d2", "c1e1", "c1e1", "c1e1", "c1e1", "c1e1" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, true, true, false, true, true, true, true, true ]

16

15

0.9375

1

test_B1

lt_2400

1,163

1A0oI

5r1k/6pp/pN6/1p2Q3/7n/P5RP/1P3r2/7K b - - 0 35

https://lichess.org/OAMQsee6#69

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "e", "n", "d", "g", "a", "m", "e", "...

[Event "rated rapid game"] [Site "https://lichess.org/OAMQsee6"] [Date "2023.02.08"] [Round "-"] [White "malllanna"] [Black "Mahua-d"] [Result "1-0"] [GameId "OAMQsee6"] [UTCDate "2023.02.08"] [UTCTime "16:20:53"] [WhiteElo "2301"] [BlackElo "1552"] [WhiteRatingDiff "+1"] [BlackRatingDiff "+0"] [Variant "Standard"] [Ti...

d6e5 f2f1 g3g1 f1g1 h1g1 h4f3 g1f2 f3e5

1. e4 c5 2. d4 cxd4 3. c3 dxc3 4. Nxc3 d6 5. Bc4 a6 6. Nf3 Nc6 7. O-O Nf6 8. Qe2 Bg4 9. Rd1 Rc8 10. h3 Bxf3 11. gxf3 Qd7 12. Kh2 e6 13. Bf4 e5 14. Be3 b5 15. Bb3 Be7 16. Rg1 O-O 17. Rg2 Nh5 18. Rg4 Kh8 19. Rag1 f5 20. exf5 Qxf5 21. Bd5 Nb4 22. Be4 Qe6 23. a3 Nc6 24. Nd5 Rf7 25. Nb6 Rcf8 26. Bd5 Qf5 27. Rg5 Bxg5 28. Rxg...

Pe2e4 Pc7c5 Pd2d4 Pc5xd4 Pc2c3 Pd4xc3 Nb1xc3 Pd7d6 Bf1c4 Pa7a6 Ng1f3 Nb8c6 O-O Ng8f6 Qd1e2 Bc8g4 Rf1d1 Ra8c8 Ph2h3 Bg4xf3 Pg2xf3 Qd8d7 Kg1h2 Pe7e6 Bc1f4 Pe6e5 Bf4e3 Pb7b5 Bc4b3 Bf8e7 Rd1g1 O-O Rg1g2 Nf6h5 Rg2g4 Kg8h8 Ra1g1 Pf7f5 Pe4xf5 Qd7xf5 Bb3d5 Nc6b4 Bd5e4 Qf5e6 Pa2a3 Nb4c6 Nc3d5 Rf8f7 Nd5b6 Rc8f8 Be4d5 Qe6f5 Rg4g5...

[ 0, 8, 42, 44, 8, 31, 29, 8, 34, 36, 8, 29, 73, 36, 8, 26, 27, 8, 36, 73, 27, 7, 17, 73, 27, 8, 39, 38, 6, 49, 28, 8, 15, 14, 7, 57, 51, 7, 24, 30, 77, 7, 64, 54, 4, 33, 42, 6, 32, 60, 5, 49, 33, 5, 16, 32, ...

223

f2f1

Rf1+

d6e5

Qxe5

[ "Rg3g1", "Kh1xg1", "Kg1f2" ]

{"ground_truth": "['f2f1', 'f1g1', 'h4f3', 'f3e5']", "style": "rule"}

7

82

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 8, 34, 36, 8, 29, 73, 36, 8, 26, 27, 8, 36, 73, 27, 7, 17, 73, 27, 8, 39, 38, 6, 49, 28, 8, 15, 14, 7, 57, 51, 7, 24, 30, 77, 7, 64, 54...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nh4f5 Kh1g1 Rf2e2 Rg3xg7 Rf8e8 Qe5c7 R", "Rf2f7 Nb6d5 Pg7g6 Nd5e7+ Kh8g8 Ne7d5 R", "Rf2f1+ Kh1h2 Rf8f2+ Rg3g2 Nh4xg2 Kh2", "Rf2f1+ Kh1h2 Nh4f3+ Rg3xf3 Rf8xf3 Q", "Rf2f7 Nb6d5 Rf7f1+ Kh1h2 Nh4f3+ Rg3x", "Rf2f1+ Kh1h2 Rf8f2+ Kh2h3 Nh4f5 Rg3f3", "Rf2f1+ Rg3g1 Rf1xg1+ Kh1xg1 Nh4g6 Q", "Rf2f1+ Kh1h2 Rf8f2...

[ "Nh4f5", "Rf2f7", "Rf2f1+", "Rf2f1+", "Rf2f7", "Rf2f1+", "Rf2f1+", "Rf2f1+", "Nh4g6", "Nh4f3", "Nh4f5", "Nh4f5", "Rf2f1+", "Rf2f1+", "Rf2f1+", "Rf2f7" ]

[ "h4f5", "f2f7", "f2f1", "f2f1", "f2f7", "f2f1", "f2f1", "f2f1", "h4g6", "h4f3", "h4f5", "h4f5", "f2f1", "f2f1", "f2f1", "f2f7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, false, true, true, true, false, false, false, false, true, true, true, false ]

16

8

0.5

0.961538

0.999922

1

test_B1

lt_2400

1,069

17z3E

4r1k1/pb2R1pp/p2p1p2/3P4/2rB1P2/P5Q1/6PP/2R4K b - - 0 25

https://lichess.org/VYzjpiKJ#49

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "i", "n", "t", "e", "r", "m", "e", "z", "z", "o", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "...

[Event "rated rapid game"] [Site "https://lichess.org/VYzjpiKJ"] [Date "2022.09.11"] [Round "-"] [White "banaanjager"] [Black "magnus_1978"] [Result "0-1"] [GameId "VYzjpiKJ"] [UTCDate "2022.09.11"] [UTCTime "11:14:33"] [WhiteElo "2058"] [BlackElo "2134"] [WhiteRatingDiff "-31"] [BlackRatingDiff "+7"] [Variant "Standar...

e1e7 c4c1 d4g1 e8e7

1. e4 c5 2. a3 Nc6 3. b4 Nf6 4. bxc5 Nxe4 5. f3 Nxc5 6. d4 Na6 7. Bxa6 bxa6 8. Bf4 e6 9. c4 Be7 10. Ne2 O-O 11. O-O Bf6 12. Nbc3 Re8 13. Rc1 Bb7 14. d5 Qb6+ 15. Kh1 Nd4 16. Be3 e5 17. f4 d6 18. Ne4 Qd8 19. Nxd4 exd4 20. Nxf6+ Qxf6 21. Bxd4 Qe7 22. Qg4 f6 23. Qg3 Rac8 24. Rfe1 Rxc4 25. Rxe7

Pe2e4 Pc7c5 Pa2a3 Nb8c6 Pb2b4 Ng8f6 Pb4xc5 Nf6xe4 Pf2f3 Ne4xc5 Pd2d4 Nc5a6 Bf1xa6 Pb7xa6 Bc1f4 Pe7e6 Pc2c4 Bf8e7 Ng1e2 O-O O-O Be7f6 Nb1c3 Rf8e8 Ra1c1 Bc8b7 Pd4d5 Qd8b6+ Kg1h1 Nc6d4 Bf4e3 Pe6e5 Pf3f4 Pd7d6 Nc3e4 Qb6d8 Ne2xd4 Pe5xd4 Ne4xf6+ Qd8xf6 Be3xd4 Qf6e7 Qd1g4 Pf7f6 Qg4g3 Ra8c8 Rf1e1 Rc8xc4 Re1xe7

[ 0, 8, 42, 44, 8, 31, 29, 8, 10, 11, 7, 24, 30, 8, 18, 20, 7, 64, 54, 8, 20, 73, 29, 7, 54, 73, 44, 8, 50, 51, 7, 44, 73, 29, 8, 34, 36, 7, 29, 14, 6, 49, 73, 14, 8, 23, 73, 14, 6, 25, 52, 8, 47, 46, 8, 26, ...

158

c4c1

Rxc1+

e1e7

Rxe7

[ "Bd4g1" ]

{"ground_truth": "['c4c1', 'e8e7']", "style": "rule"}

5

16

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 8, 10, 11, 7, 24, 30, 8, 18, 20, 7, 64, 54, 8, 20, 73, 29, 7, 54, 73, 44, 8, 50, 51, 7, 44, 73, 29, 8, 34, 36, 7, 29, 14, 6, 49, 73,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Re8xe7 Rc1xc4 Re7e4 Rc4c7 Bb7xd5 Qg3", "Re8xe7 Rc1xc4", "Rc4xc1#", "Rc4xc1+ Bd4g1", "Rc4xc1+ Bd4g1 Re8xe7 Qg3f3 Bb7xd5 Q", "Re8xe7 Rc1xc4 Re7e1+ Qg3xe1", "Re8xe7 Rc1xc4 Bb7xd5 Rc4c3 Re7e4 Qg3", "Rc4xc1+ Bd4g1 Re8xe7 Ph2h3 Bb7xd5 K", "Rc4xc1+ Bd4g1 Bb7xd5 Re7xe8+ Kg8f7", "Rc4xc1+ Bd4g1 Re8xe7 Ph2h...

[ "Re8xe7", "Re8xe7", "Rc4xc1#", "Rc4xc1+", "Rc4xc1+", "Re8xe7", "Re8xe7", "Rc4xc1+", "Rc4xc1+", "Rc4xc1+", "Rc4xd4", "Rc4xc1+", "Rc4xc1+", "Rc4xc1+", "Rc4xc1+", "Rc4xc1+" ]

[ "e8e7", "e8e7", "c4c1", "c4c1", "c4c1", "e8e7", "e8e7", "c4c1", "c4c1", "c4c1", "c4d4", "c4c1", "c4c1", "c4c1", "c4c1", "c4c1" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, true, false, false, true, true, true, false, true, true, true, true, true ]

16

11

0.6875

0.997253

1

test_B1

lt_2400

901

0FuOK

r1b2rk1/pp3pb1/1np3N1/3p2qp/8/3Q4/PP3PPP/RB3RK1 w - - 0 24

https://lichess.org/uxlEFq0J/black#46

[ "c", "l", "e", "a", "r", "a", "n", "c", "e", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "2", " ", "o", "p", "e", "n", "i", "n", "g", "...

[Event "Hourly Rapid Arena"] [Site "https://lichess.org/uxlEFq0J"] [Date "2022.04.17"] [Round "-"] [White "armanleo"] [Black "SlugterraChess"] [Result "0-1"] [GameId "uxlEFq0J"] [UTCDate "2022.04.17"] [UTCTime "04:18:33"] [WhiteElo "2021"] [BlackElo "2207"] [WhiteRatingDiff "-4"] [BlackRatingDiff "+9"] [Variant "Standa...

e5g5 g6e7 g5e7 d3h7

1. e4 e5 2. Nf3 Nc6 3. Nc3 Nf6 4. Be2 Bb4 5. Nd5 Bc5 6. c3 Nxe4 7. d4 exd4 8. cxd4 Be7 9. Bd3 Nf6 10. Nxf6+ Bxf6 11. O-O O-O 12. Qc2 h6 13. d5 Nb4 14. Qd2 Nxd5 15. Ba6 c6 16. Bc4 Nb6 17. Bd3 d5 18. Bb1 h5 19. Qd3 g6 20. Bh6 Bg7 21. Bg5 Qc7 22. Nh4 Qe5 23. Nxg6 Qxg5

Pe2e4 Pe7e5 Ng1f3 Nb8c6 Nb1c3 Ng8f6 Bf1e2 Bf8b4 Nc3d5 Bb4c5 Pc2c3 Nf6xe4 Pd2d4 Pe5xd4 Pc3xd4 Bc5e7 Be2d3 Ne4f6 Nd5xf6+ Be7xf6 O-O O-O Qd1c2 Ph7h6 Pd4d5 Nc6b4 Qc2d2 Nb4xd5 Bd3a6 Pc7c6 Ba6c4 Nd5b6 Bc4d3 Pd7d5 Bd3b1 Ph6h5 Qd2d3 Pg7g6 Bc1h6 Bf6g7 Bh6g5 Qd8c7 Nf3h4 Qc7e5 Nh4xg6 Qe5xg5

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 7, 17, 27, 7, 64, 54, 6, 49, 42, 6, 56, 20, 7, 27, 37, 6, 20, 29, 8, 26, 27, 7, 54, 73, 44, 8, 34, 36, 8, 45, 73, 36, 8, 27, 73, 36, 6, 29, 47, 6, 42, 35, 7, ...

144

g6e7

Ne7+

e5g5

Qxg5

[ "Qg5xe7" ]

{"ground_truth": "['g6e7', 'd3h7']", "style": "rule"}

4

65

155

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 7, 17, 27, 7, 64, 54, 6, 49, 42, 6, 56, 20, 7, 27, 37, 6, 20, 29, 8, 26, 27, 7, 54, 73, 44, 8, 34, 36, 8, 45, 73, 36, 8, 2...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ng6xf8 Bg7xf8 Rf1e1 Bc8h3 Qd3h7#", "Ng6xf8 Bc8f5 Qd3f3 Bf5xb1 Ra1xb1 Bg7", "Ng6xf8 Bg7xf8 Rf1e1 Bc8e6 Re1e3 Bf8d6", "Ng6xf8 Bg7xf8 Pf2f4 Qg5f6 Pf4f5 Qf6x", "Ng6xf8 Kg8xf8 Bb1c2 Bc8h3 Qd3xh3 Nb6", "Ng6e7+ Qg5xe7 Pa2a4 Pa7a5 Ra1a3 Qe7d7", "Ng6xf8 Bg7xf8 Ph2h3 Pf7f5 Qd3f3 Pb7b6", "Ng6xf8 Qg5e7 Nf8h7 Pf7...

[ "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6e7+", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8", "Ng6xf8" ]

[ "g6f8", "g6f8", "g6f8", "g6f8", "g6f8", "g6e7", "g6f8", "g6f8", "g6f8", "g6f8", "g6f8", "g6f8", "g6f8", "g6f8", "g6f8", "g6f8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false ]

16

1

0.0625

0.25

0.5

1

test_B1

lt_2400

843

1H8xz

6k1/5n2/p5KP/1p4P1/8/3p4/PP6/8 w - - 0 44

https://lichess.org/PXsZrsn7/black#86

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "...

[Event "FINAL ARAB WORLD WARM - UP Team Battle"] [Site "https://lichess.org/PXsZrsn7"] [Date "2022.09.26"] [Round "-"] [White "HAZRI67"] [Black "Marouanechec"] [Result "1-0"] [GameId "PXsZrsn7"] [UTCDate "2022.09.26"] [UTCTime "16:37:56"] [WhiteElo "1910"] [BlackElo "2242"] [WhiteRatingDiff "+10"] [BlackRatingDiff "-10...

d4d3 h6h7 g8h8 g6f7 h8h7 g5g6 h7h6 g6g7

1. e4 g6 2. d4 Bg7 3. Be3 e6 4. Nc3 Ne7 5. Nf3 h6 6. Bd3 d5 7. exd5 exd5 8. O-O Bf5 9. Re1 O-O 10. Nh4 Bxd3 11. Qxd3 Nd7 12. f4 f5 13. Bd2 Nf6 14. Qg3 Kh7 15. Re6 Qe8 16. Rae1 Rf7 17. Nb5 Qd7 18. Rxe7 Rxe7 19. Qxg6+ Kh8 20. Rxe7 Qxe7 21. Nxf5 Qf8 22. Nxc7 Re8 23. Nxe8 Nxe8 24. Nxg7 Nxg7 25. Qxh6+ Kg8 26. g3 Qf5 27. Bb4...

Pe2e4 Pg7g6 Pd2d4 Bf8g7 Bc1e3 Pe7e6 Nb1c3 Ng8e7 Ng1f3 Ph7h6 Bf1d3 Pd7d5 Pe4xd5 Pe6xd5 O-O Bc8f5 Rf1e1 O-O Nf3h4 Bf5xd3 Qd1xd3 Nb8d7 Pf2f4 Pf7f5 Be3d2 Nd7f6 Qd3g3 Kg8h7 Re1e6 Qd8e8 Ra1e1 Rf8f7 Nc3b5 Qe8d7 Re6xe7 Rf7xe7 Qg3xg6+ Kh7h8 Re1xe7 Qd7xe7 Nh4xf5 Qe7f8 Nb5xc7 Ra8e8 Nc7xe8 Nf6xe8 Nf5xg7 Ne8xg7 Qg6xh6+ Kh8g8 Pg2g3 ...

[ 0, 8, 42, 44, 8, 63, 62, 8, 34, 36, 6, 56, 63, 6, 25, 43, 8, 47, 46, 7, 17, 27, 7, 64, 47, 7, 57, 51, 8, 71, 70, 6, 49, 35, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 77, 6, 32, 53, 5, 49, 41, 77, 7, 51, 68, ...

287

h6h7

h7+

d4d3

d3

[ "Kg8h8", "Kh8xh7", "Kh7h6" ]

{"ground_truth": "['h6h7', 'g6f7', 'g5g6', 'g6g7']", "style": "rule"}

9

38

311

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 63, 62, 8, 34, 36, 6, 56, 63, 6, 25, 43, 8, 47, 46, 7, 17, 27, 7, 64, 47, 7, 57, 51, 8, 71, 70, 6, 49, 35, 8, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ph6h7+ Kg8f8 Pg5g6 Pd3d2 Pg6xf7 Pd2d1", "Ph6h7+ Kg8h8 Kg6xf7 Pd3d2 Pg5g6 Pd2d1", "Ph6h7+ Kg8h8 Pa2a3 Pd3d2 Pa3a4 Pd2d1 =", "Kg6f5 Pd3d2 Pg5g6", "Kg6f5 Pd3d2 Pg5g6 Pd2d1=Q Ph6h7+ Kg8", "Ph6h7+ Kg8xh7 Kg6f6 Kh7g8 Pg5g6 Pd3d2", "Ph6h7+ Kg8h8 Pa2a3 Pd3d2", "Ph6h7+ Kg8h8 Pb2b4 Pd3d2 Pa2a3 Pd2d1 =", "Kg6...

[ "Ph6h7+", "Ph6h7+", "Ph6h7+", "Kg6f5", "Kg6f5", "Ph6h7+", "Ph6h7+", "Ph6h7+", "Kg6xf7", "Ph6h7+", "Ph6h7+", "Ph6h7+", "Ph6h7+", "Ph6h7+", "Ph6h7+", "Kg6xf7" ]

[ "h6h7", "h6h7", "h6h7", "g6f5", "g6f5", "h6h7", "h6h7", "h6h7", "g6f7", "h6h7", "h6h7", "h6h7", "h6h7", "h6h7", "h6h7", "g6f7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, false ]

[ true, true, true, false, false, true, true, true, false, true, true, true, true, true, true, false ]

16

14

12

0.75

0.999451

1

test_B1

lt_2400

1,143

0YSzr

r1knQb1r/ppp1n1pp/8/2N1P3/8/1P6/P2P1KPq/RN6 w - - 10 18

https://lichess.org/X8Sodpvv/black#34

[ "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "l", "o", "n", "g", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "3", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "q", "u", "e", "e", "n", "...

[Event "rated blitz game"] [Site "https://lichess.org/X8Sodpvv"] [Date "2022.04.26"] [Round "-"] [White "APTricou"] [Black "alizade1999"] [Result "1-0"] [GameId "X8Sodpvv"] [UTCDate "2022.04.26"] [UTCTime "20:05:32"] [WhiteElo "1535"] [BlackElo "1533"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-5"] [Variant "Standard"] ...

c6d8 e8d7 c8b8 d7d8 e7c8 c5d7

1. e4 e5 2. f4 Nc6 3. Nf3 d5 4. exd5 Qxd5 5. b3 Bg4 6. Bc4 Qe4+ 7. Qe2 Qxc2 8. fxe5 Qxc1+ 9. Kf2 Qxh1 10. Bxf7+ Kxf7 11. Ng5+ Ke8 12. Qxg4 Qxh2 13. Qe6+ Nge7 14. Qf7+ Kd8 15. Ne6+ Kd7 16. Nc5+ Kc8 17. Qe8+ Nd8

Pe2e4 Pe7e5 Pf2f4 Nb8c6 Ng1f3 Pd7d5 Pe4xd5 Qd8xd5 Pb2b3 Bc8g4 Bf1c4 Qd5e4+ Qd1e2 Qe4xc2 Pf4xe5 Qc2xc1+ Ke1f2 Qc1xh1 Bc4xf7+ Ke8xf7 Nf3g5+ Kf7e8 Qe2xg4 Qh1xh2 Qg4e6+ Ng8e7 Qe6f7+ Ke8d8 Ng5e6+ Kd8d7 Ne6c5+ Kd7c8 Qf7e8+ Nc6d8

[ 0, 8, 42, 44, 8, 47, 45, 8, 50, 52, 7, 24, 30, 7, 57, 51, 8, 39, 37, 8, 44, 73, 37, 4, 40, 73, 37, 8, 18, 19, 6, 32, 60, 6, 49, 28, 4, 37, 44, 75, 4, 33, 42, 4, 44, 73, 26, 8, 52, 73, 45, 4, 26, 73, 25, 75,...

122

e8d7

Qd7+

c6d8

Nd8

[ "Kc8b8", "Ne7c8" ]

{"ground_truth": "['e8d7', 'd7d8', 'c5d7']", "style": "rule"}

3

64

133

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 8, 50, 52, 7, 24, 30, 7, 57, 51, 8, 39, 37, 8, 44, 73, 37, 4, 40, 73, 37, 8, 18, 19, 6, 32, 60, 6, 49, 28, 4, 37, 44, 75, 4, 33, 42, 4, 44, 73, ...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qe8d7+ Kc8b8 Qd7e8 Ne7c6 Nc5d7+ Kb8c8", "Nb1c3 Qh2h4+ Pg2g3 Qh4h2+ Kf2f1 Qh2h1", "Pe5e6 Qh2f4+ Kf2e1 Pg7g6 Nc5d7 Pg6g5 N", "Pe5e6 Qh2h4+ Pg2g3 Qh4f6+ Kf2g2 Qf6e5", "Nb1c3 Qh2f4+ Kf2g1 Ne7c6 Nc5e6 Qf4xe5", "Qe8d7+ Kc8b8 Nb1c3 Qh2f4+ Kf2g1 Nd8c6", "Qe8d7+ Kc8b8 Qd7e8 Pg7g6 Nc5d7+ Kb8c8", "Nb1c3 Qh2h4+ ...

[ "Qe8d7+", "Nb1c3", "Pe5e6", "Pe5e6", "Nb1c3", "Qe8d7+", "Qe8d7+", "Nb1c3", "Nb1c3", "Nb1c3", "Pd2d4", "Pa2a4", "Qe8d7+", "Pe5e6", "Qe8h5", "Qe8d7+" ]

[ "e8d7", "b1c3", "e5e6", "e5e6", "b1c3", "e8d7", "e8d7", "b1c3", "b1c3", "b1c3", "d2d4", "a2a4", "e8d7", "e5e6", "e8h5", "e8d7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, false, false, false, true, true, false, false, false, false, false, true, false, false, true ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

1,003

0khDH

r1bqkb1r/pp1p1pp1/2n1Pn2/2p3p1/2B5/8/PPPPQ1PP/RNB1K2R w KQkq - 0 9

https://lichess.org/G2IdA4T4/black#16

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "a", "t", "t", "a", "c", "k", "i", "n", "g", "F", "2", "F", "7", " ", "d", "o", "u", "b", "l", "e", "C", "h", "e", "c", "k", " ", "m", "a", "t", "e", " ", "m", "...

[Event "rated blitz game"] [Site "https://lichess.org/G2IdA4T4"] [Date "2022.08.13"] [Round "-"] [White "champ1-Ravi"] [Black "Hackersoft21"] [Result "1-0"] [GameId "G2IdA4T4"] [UTCDate "2022.08.13"] [UTCTime "03:01:18"] [WhiteElo "1543"] [BlackElo "1549"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-6"] [Variant "Standar...

h6g5 e6f7

1. e4 c5 2. f4 Nc6 3. Nf3 Nf6 4. Bc4 Nxe4 5. Qe2 Nf6 6. Ng5 e6 7. f5 h6 8. fxe6 hxg5

Pe2e4 Pc7c5 Pf2f4 Nb8c6 Ng1f3 Ng8f6 Bf1c4 Nf6xe4 Qd1e2 Ne4f6 Nf3g5 Pe7e6 Pf4f5 Ph7h6 Pf5xe6 Ph6xg5

[ 0, 8, 42, 44, 8, 31, 29, 8, 50, 52, 7, 24, 30, 7, 57, 51, 7, 64, 54, 6, 49, 28, 7, 54, 73, 44, 4, 33, 42, 7, 44, 54, 7, 51, 61, 8, 47, 46, 8, 52, 53, 8, 71, 70, 8, 53, 73, 46, 8, 70, 73, 61 ]

52

e6f7

exf7#

h6g5

hxg5

[]

{"ground_truth": "['e6f7']", "style": "rule"}

0

59

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 8, 50, 52, 7, 24, 30, 7, 57, 51, 7, 64, 54, 6, 49, 28, 7, 54, 73, 44, 4, 33, 42, 7, 44, 54, 7, 51, 61, 8, 47, 46, 8, 52, 53, 8, 71, 70, 8,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pe6xf7#", "Pe6xf7#", "Pe6xf7+ Ke8e7 Qe2h5 Rh8xh5 O-O Pd7d5 B", "Pe6xf7+ Ke8e7 Pd2d3 Qd8c7 Bc1xg5 Qc7", "Pe6xf7#", "Pe6xf7+ Ke8e7 O-O Pg7g6 Rf1e1+ Nc6e5 R", "Pe6xf7+ Ke8e7 O-O Pd7d5 Rf1e1+ Bc8e6 B", "Pe6xf7+ Ke8e7 Pd2d3 Pd7d5 Bc4b5 Pa7a5", "Pe6xf7+ Ke8e7 O-O Pb7b6 Qe2f3 Bc8b7 Rf1", "Pe6xf7+ Ke8e7 ...

[ "Pe6xf7#", "Pe6xf7#", "Pe6xf7+", "Pe6xf7+", "Pe6xf7#", "Pe6xf7+", "Pe6xf7+", "Pe6xf7+", "Pe6xf7+", "Pe6xf7+", "Pe6xf7+", "Pe6xf7+", "Pe6xf7#", "Pe6xf7+", "Pe6xf7+", "Pe6xf7+" ]

[ "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7", "e6f7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

1

test_B1

lt_2400

844

0Sbgv

8/4b2R/r4k2/2pP4/1p3P2/8/1K6/8 w - - 0 51

https://lichess.org/5oJMgUTT/black#100

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "m", "a", "s", "t", "e", "r", " ", "m", "a", "s", "t", "e", "r", "V", "s", "M", "a", "s", "t", "e", "r", " ", "s", "h", "o", "r", "t", "...

[Event "rated blitz game"] [Site "https://lichess.org/5oJMgUTT"] [Date "2023.01.01"] [Round "-"] [White "gmluke"] [Black "Tulachessroom"] [Result "0-1"] [GameId "5oJMgUTT"] [UTCDate "2023.01.01"] [UTCTime "19:07:32"] [WhiteElo "2715"] [BlackElo "2619"] [WhiteRatingDiff "-7"] [BlackRatingDiff "+7"] [WhiteTitle "GM"] [Bl...

a3a6 h7h6 f6f5 h6a6

1. e4 d6 2. d4 Nf6 3. Qe2 e5 4. d5 Be7 5. c4 O-O 6. Nc3 c6 7. h3 cxd5 8. exd5 Nbd7 9. g4 Nc5 10. Be3 b6 11. O-O-O a5 12. Nf3 Ba6 13. Nd2 Rc8 14. Kb1 a4 15. g5 Nfd7 16. h4 f5 17. gxf6 Nxf6 18. h5 Kh8 19. Bh3 Rb8 20. Rdg1 Re8 21. Bf5 Bc8 22. Bc2 Rg8 23. Nf3 e4 24. Nh4 Rf8 25. Ng6+ Kg8 26. h6 hxg6 27. Rxg6 Kf7 28. Rxg7+ K...

Pe2e4 Pd7d6 Pd2d4 Ng8f6 Qd1e2 Pe7e5 Pd4d5 Bf8e7 Pc2c4 O-O Nb1c3 Pc7c6 Ph2h3 Pc6xd5 Pe4xd5 Nb8d7 Pg2g4 Nd7c5 Bc1e3 Pb7b6 O-O-O Pa7a5 Ng1f3 Bc8a6 Nf3d2 Ra8c8 Kc1b1 Pa5a4 Pg4g5 Nf6d7 Ph3h4 Pf7f5 Pg5xf6 Nd7xf6 Ph4h5 Kg8h8 Bf1h3 Rc8b8 Rd1g1 Rf8e8 Bh3f5 Ba6c8 Bf5c2 Re8g8 Nd2f3 Pe5e4 Nf3h4 Rg8f8 Nh4g6+ Kh8g8 Ph5h6 Ph7xg6 Rg1x...

[ 0, 8, 42, 44, 8, 39, 38, 8, 34, 36, 7, 64, 54, 4, 33, 42, 8, 47, 45, 8, 36, 37, 6, 56, 47, 8, 26, 28, 77, 7, 17, 27, 8, 31, 30, 8, 66, 67, 8, 30, 73, 37, 8, 44, 73, 37, 7, 24, 39, 8, 58, 60, 7, 39, 29, 6, ...

332

h7h6

Rh6+

a3a6

Rxa6

[ "Kf6f5" ]

{"ground_truth": "['h7h6', 'h6a6']", "style": "rule"}

10

57

369

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 39, 38, 8, 34, 36, 7, 64, 54, 4, 33, 42, 8, 47, 45, 8, 36, 37, 6, 56...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

369

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pd5d6 Be7xd6 Rh7h6+ Kf6e7 Rh6h5 Pb4b3", "Rh7h6+ Kf6g7 Rh6xa6 Kg7f7 Ra6a7 Kf7e8", "Kb2b3 Ra6d6 Pf4f5 Kf6f7 Rh7h5 Be7f6 Rh5", "Rh7h6+ Kf6f5 Rh6xa6 Kf5xf4 Ra6e6 Be7", "Pd5d6 Be7xd6 Pf4f5 Ra6b6", "", "Pd5d6 Ra6xd6 Kb2b3 Rd6d3+ Kb3c4 Rd3c3", "Kb2b3 Ra6a3+ Kb3c4 Pb4b3 Kc4c3 Pb3b2+", "Rh7xe7 Kf6xe7 Kb2b3 ...

[ "Pd5d6", "Rh7h6+", "Kb2b3", "Rh7h6+", "Pd5d6", "", "Pd5d6", "Kb2b3", "Rh7xe7", "Rh7h6+", "Pd5d6", "Pd5d6", "Rh7h6+", "Rh7h6+", "Pd5d6", "Pd5d6" ]

[ "d5d6", "h7h6", "b2b3", "h7h6", "d5d6", "", "d5d6", "b2b3", "h7e7", "h7h6", "d5d6", "d5d6", "h7h6", "h7h6", "d5d6", "d5d6" ]

[ true, true, true, true, true, false, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, true, false, false, false, false, false, true, false, false, true, true, false, false ]

15

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

987

0yMes

2kr1b1r/ppp1q2p/3pbp2/7n/6pN/P1NP2P1/nPPBQPBP/1K1R3R b - - 2 16

https://lichess.org/XLtTq6IN#31

[ "c", "l", "e", "a", "r", "a", "n", "c", "e", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "l", "o", "n", "g", " ", "m", "i", "d", "d", "...

[Event "rated rapid game"] [Site "https://lichess.org/XLtTq6IN"] [Date "2020.11.05"] [Round "-"] [White "yigitiltr"] [Black "Gen1962"] [Result "0-1"] [GameId "XLtTq6IN"] [UTCDate "2020.11.05"] [UTCTime "16:44:06"] [WhiteElo "1770"] [BlackElo "1793"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+5"] [Variant "Standard"] [Ti...

c1b1 a2c3 d2c3 e6a2 b1a2 e7e2

1. e4 e5 2. Nf3 Nf6 3. Nxe5 d6 4. Nf3 Nxe4 5. Qe2 Qe7 6. d3 Nf6 7. Nc3 Be6 8. Bf4 Nc6 9. g3 O-O-O 10. Bg2 Nh5 11. Bg5 f6 12. Bd2 g5 13. O-O-O g4 14. Nh4 Nb4 15. a3 Na2+ 16. Kb1

Pe2e4 Pe7e5 Ng1f3 Ng8f6 Nf3xe5 Pd7d6 Ne5f3 Nf6xe4 Qd1e2 Qd8e7 Pd2d3 Ne4f6 Nb1c3 Bc8e6 Bc1f4 Nb8c6 Pg2g3 O-O-O Bf1g2 Nf6h5 Bf4g5 Pf7f6 Bg5d2 Pg7g5 O-O-O Pg5g4 Nf3h4 Nc6b4 Pa2a3 Nb4a2+ Kc1b1

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 64, 54, 7, 51, 73, 45, 8, 39, 38, 7, 45, 51, 7, 54, 73, 44, 4, 33, 42, 4, 40, 47, 8, 34, 35, 7, 44, 54, 7, 17, 27, 6, 32, 46, 6, 25, 52, 7, 24, 30, 8, 58, 59, 78, 6, ...

93

a2c3

Nxc3+

c1b1

Kb1

[ "Bd2xc3", "Kb1xa2" ]

{"ground_truth": "['a2c3', 'e6a2', 'e7e2']", "style": "rule"}

2

43

108

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 64, 54, 7, 51, 73, 45, 8, 39, 38, 7, 45, 51, 7, 54, 73, 44, 4, 33, 42, 4, 40, 47, 8, 34, 35, 7, 44, 54, 7, 17, 27, 6, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Na2xc3+ Bd2xc3 Qe7d7 Qe2e4 Pc7c6 Nh4", "Na2xc3+ Bd2xc3 Pa7a5 Pd3d4 Be6a2+ K", "Na2xc3+ Bd2xc3 Pd6d5 Bc3d4 Pc7c5 Bd4", "Na2xc3+ Bd2xc3 Be6a2+ Kb1xa2 Qe7x", "Na2xc3+ Bd2xc3 Qe7d7 Qe2e3 Pd6d5 Rh1", "Na2xc3+ Bd2xc3 Be6a2+ Kb1xa2", "Na2xc3+ Bd2xc3 Nh5g7 Nh4f5 Qe7d7 Bc3", "Na2xc3+ Bd2xc3 Pc7c5 Nh4f5 Be6xf5...

[ "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+", "Na2xc3+" ]

[ "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3", "a2c3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

1

test_B1

lt_2400

1,185

0emW8

r4rk1/1p3ppp/p7/3Np3/6b1/4P3/PPP3P1/2KR3R w - - 0 18

https://lichess.org/BrE6NOfX/black#34

[ "a", "n", "a", "s", "t", "a", "s", "i", "a", "M", "a", "t", "e", " ", "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "e", "n", "d", "g", "a", "m", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "4", "...

[Event "rated rapid game"] [Site "https://lichess.org/BrE6NOfX"] [Date "2021.03.19"] [Round "-"] [White "sockrain"] [Black "ultioptimo"] [Result "0-1"] [GameId "BrE6NOfX"] [UTCDate "2021.03.19"] [UTCTime "17:38:19"] [WhiteElo "1839"] [BlackElo "1839"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [Variant "Standard"] [...

c8g4 d5e7 g8h8 h1h7 h8h7 d1h1 g4h5 h1h5

1. e4 c5 2. d4 e6 3. dxc5 Bxc5 4. Nc3 Nc6 5. Be3 Bxe3 6. fxe3 Qc7 7. Qf3 Ne5 8. Qg3 Nf6 9. O-O-O O-O 10. Be2 a6 11. Nf3 Nxf3 12. Bxf3 Qxg3 13. hxg3 d6 14. e5 dxe5 15. g4 Nd5 16. Bxd5 exd5 17. Nxd5 Bxg4

Pe2e4 Pc7c5 Pd2d4 Pe7e6 Pd4xc5 Bf8xc5 Nb1c3 Nb8c6 Bc1e3 Bc5xe3 Pf2xe3 Qd8c7 Qd1f3 Nc6e5 Qf3g3 Ng8f6 O-O-O O-O Bf1e2 Pa7a6 Ng1f3 Ne5xf3 Be2xf3 Qc7xg3 Ph2xg3 Pd7d6 Pe4e5 Pd6xe5 Pg3g4 Nf6d5 Bf3xd5 Pe6xd5 Nc3xd5 Bc8xg4

[ 0, 8, 42, 44, 8, 31, 29, 8, 34, 36, 8, 47, 46, 8, 36, 73, 29, 6, 56, 73, 29, 7, 17, 27, 7, 24, 30, 6, 25, 43, 6, 29, 73, 43, 8, 50, 73, 43, 4, 40, 31, 4, 33, 51, 7, 30, 45, 4, 51, 59, 7, 64, 54, 78, 77, 6, ...

112

d5e7

Ne7+

c8g4

Bxg4

[ "Kg8h8", "Kh8xh7", "Bg4h5" ]

{"ground_truth": "['d5e7', 'h1h7', 'd1h1', 'h1h5']", "style": "rule"}

3

12

133

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 8, 34, 36, 8, 47, 46, 8, 36, 73, 29, 6, 56, 73, 29, 7, 17, 27, 7, 24, 30, 6, 25, 43, 6, 29, 73, 43, 8, 50, 73, 4...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rd1e1 Rf8d8 Nd5b6 Ra8b8 Nb6c4 Pf7f6 Pg2", "Nd5e7+ Kg8h8 Rd1f1 Bg4e6 Pe3e4 Ra8e8 N", "Nd5b6 Bg4xd1 Nb6xa8 Bd1e2 Na8b6 Be2b5", "Rd1g1 Ra8c8 Nd5e7+ Kg8h8 Ne7xc8 Bg4x", "Rd1f1 Ra8d8 Pe3e4 Rd8d7 Pc2c4 Rf8d8 Pb2", "Rd1f1 Bg4e6 Nd5c7 Ra8c8 Nc7xe6 Pf7xe6", "Rh1h4 Bg4xd1", "Nd5e7+ Kg8h8 Rd1d4 Pe5xd4 Pe3xd4 Rf...

[ "Rd1e1", "Nd5e7+", "Nd5b6", "Rd1g1", "Rd1f1", "Rd1f1", "Rh1h4", "Nd5e7+", "Rd1d2", "Rh1h4", "Nd5e7+", "Rd1d2", "Rd1d2", "Nd5e7+", "Rd1d3", "Nd5e7+" ]

[ "d1e1", "d5e7", "d5b6", "d1g1", "d1f1", "d1f1", "h1h4", "d5e7", "d1d2", "h1h4", "d5e7", "d1d2", "d1d2", "d5e7", "d1d3", "d5e7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, false, false, false, true, false, false, true, false, false, true, false, true ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

1,062

0LEOy

4r1k1/pp4q1/5p2/P1pNnbp1/2P3P1/1P5P/1B1Q1P2/R4RK1 b - - 0 31

https://lichess.org/Ll2SF6vV#61

[ "e", "q", "u", "a", "l", "i", "t", "y", " ", "f", "o", "r", "k", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "s", "h", "o", "r", "t" ]

[Event "rated rapid game"] [Site "https://lichess.org/Ll2SF6vV"] [Date "2019.05.02"] [Round "-"] [White "thegame7455"] [Black "tilisarao"] [Result "0-1"] [GameId "Ll2SF6vV"] [UTCDate "2019.05.02"] [UTCTime "06:22:35"] [WhiteElo "1822"] [BlackElo "1732"] [WhiteRatingDiff "-11"] [BlackRatingDiff "+154"] [Variant "Standar...

g2g4 e5f3 g1g2 f3d2

1. e4 Nf6 2. e5 Nd5 3. c4 Nb6 4. d4 d6 5. exd6 exd6 6. Nf3 Be7 7. Bd3 O-O 8. Qc2 Nc6 9. Bxh7+ Kh8 10. Bd3 Nb4 11. Qc3 Nxd3+ 12. Qxd3 Re8 13. O-O Bf6 14. Nc3 g6 15. b3 Bf5 16. Qd2 c5 17. Bb2 Qd7 18. dxc5 dxc5 19. Qh6+ Kg8 20. Ng5 Bxg5 21. Qxg5 Qe7 22. Qh6 f6 23. h3 Qg7 24. Qh4 Rad8 25. a4 Rd4 26. Qg3 Rd3 27. Qf4 Rd2 28....

Pe2e4 Ng8f6 Pe4e5 Nf6d5 Pc2c4 Nd5b6 Pd2d4 Pd7d6 Pe5xd6 Pe7xd6 Ng1f3 Bf8e7 Bf1d3 O-O Qd1c2 Nb8c6 Bd3xh7+ Kg8h8 Bh7d3 Nc6b4 Qc2c3 Nb4xd3+ Qc3xd3 Rf8e8 O-O Be7f6 Nb1c3 Pg7g6 Pb2b3 Bc8f5 Qd3d2 Pc7c5 Bc1b2 Qd8d7 Pd4xc5 Pd6xc5 Qd2h6+ Kh8g8 Nf3g5 Bf6xg5 Qh6xg5 Qd7e7 Qg5h6 Pf7f6 Ph2h3 Qe7g7 Qh6h4 Ra8d8 Pa2a4 Rd8d4 Qh4g3 Rd4d3 ...

[ 0, 8, 42, 44, 7, 64, 54, 8, 44, 45, 7, 54, 37, 8, 26, 28, 7, 37, 22, 8, 34, 36, 8, 39, 38, 8, 45, 73, 38, 8, 47, 73, 38, 7, 57, 51, 6, 56, 47, 6, 49, 35, 77, 4, 33, 26, 7, 24, 30, 6, 35, 73, 71, 75, 3, 64, ...

193

e5f3

Nf3+

g2g4

g4

[ "Kg1g2" ]

{"ground_truth": "['e5f3', 'f3d2']", "style": "rule"}

6

84

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 7, 64, 54, 8, 44, 45, 7, 54, 37, 8, 26, 28, 7, 37, 22, 8, 34, 36, 8, 39, 38, 8, 45, 73, 38, 8, 47, 73, 38, 7, 57, 51, 6, 56, 47, 6, 49, 35, 77, 4, 33, 26, 7, 24, 30, ...

[ false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Bf5e4 Bb2xe5 Re8xe5 Nd5xf6+ Qg7xf6", "Bf5e4 Rf1e1 Be4f5 Ra1d1 Bf5d7 Bb2c1 Re8", "Bf5e4 Bb2xe5 Pf6xe5 Nd5e3 Re8f8 Qd2e2", "Bf5g6 Bb2xe5 Pf6xe5 Qd2xg5 Re8e6 Nd5", "Bf5e4 Pf2f4 Ne5d3 Bb2xf6 Qg7f7 Bf6xg5", "Bf5e4 Bb2xe5 Re8xe5 Pf2f3 Be4xd5 Qd2", "Ne5xg4 Ph3xg4 Bf5xg4 Qd2c3 Bg4d7 Ra1", "Ne5f3+ Kg1g2 Nf3xd...

[ "Bf5e4", "Bf5e4", "Bf5e4", "Bf5g6", "Bf5e4", "Bf5e4", "Ne5xg4", "Ne5f3+", "Bf5e6", "Bf5e4", "Bf5e4", "Ne5f3+", "Bf5e4", "Bf5d3", "Bf5g6", "Bf5e4" ]

[ "f5e4", "f5e4", "f5e4", "f5g6", "f5e4", "f5e4", "e5g4", "e5f3", "f5e6", "f5e4", "f5e4", "e5f3", "f5e4", "f5d3", "f5g6", "f5e4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, true, false, false, false, true, false, false, false, false ]

16

2

0.125

0.45

0.766667

1

test_B1

lt_2400

881

0uRed

rnbqkb1r/ppp2p1p/4p3/6B1/2PP3n/3B1N2/PP3PPP/RN1QR1K1 b kq - 0 9

https://lichess.org/zfLqQxE5#17

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "i", "n", "t", "e", "r", "m", "e", "z", "z", "o", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "o", "p", "e", "n", "i", "n", "g", " ", "s", "...

[Event "rated rapid game"] [Site "https://lichess.org/zfLqQxE5"] [Date "2019.08.29"] [Round "-"] [White "Smokinghole"] [Black "mwhyte"] [Result "1-0"] [GameId "zfLqQxE5"] [UTCDate "2019.08.29"] [UTCTime "14:44:58"] [WhiteElo "1753"] [BlackElo "1752"] [WhiteRatingDiff "+8"] [BlackRatingDiff "-7"] [Variant "Standard"] [T...

c1g5 h4f3 d1f3 d8g5

1. e4 e6 2. Nf3 Ne7 3. d4 d5 4. exd5 Nxd5 5. Bd3 Ne7 6. O-O Ng6 7. c4 Nh4 8. Re1 g5 9. Bxg5

Pe2e4 Pe7e6 Ng1f3 Ng8e7 Pd2d4 Pd7d5 Pe4xd5 Ne7xd5 Bf1d3 Nd5e7 O-O Ne7g6 Pc2c4 Ng6h4 Rf1e1 Pg7g5 Bc1xg5

[ 0, 8, 42, 44, 8, 47, 46, 7, 57, 51, 7, 64, 47, 8, 34, 36, 8, 39, 37, 8, 44, 73, 37, 7, 47, 73, 37, 6, 49, 35, 7, 37, 47, 77, 7, 47, 62, 8, 26, 28, 7, 62, 68, 5, 49, 41, 8, 63, 61, 6, 25, 73, 61 ]

53

h4f3

Nxf3+

c1g5

Bxg5

[ "Qd1xf3" ]

{"ground_truth": "['h4f3', 'd8g5']", "style": "rule"}

0

64

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 7, 57, 51, 7, 64, 47, 8, 34, 36, 8, 39, 37, 8, 44, 73, 37, 7, 47, 73, 37, 6, 49, 35, 7, 37, 47, 77, 7, 47, 62, 8, 26, 28, 7, 62, 68, 5, 49, 4...

[ false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nh4xf3+ Qd1xf3 Qd8xg5 Nb1c3 Pc7c6 R", "Nh4xf3+ Qd1xf3 Qd8xg5 Nb1c3 Qg5h4 P", "Rh8g8 Bg5xd8 Nh4xf3+ Qd1xf3", "Bf8e7 Bg5xe7 Qd8xe7 Nf3xh4 Qe7xh4 Q", "Nh4xf3+ Qd1xf3 Qd8xg5 Nb1c3 Pc7c6 B", "Nh4xf3+ Qd1xf3 Qd8xg5 Re1e5 Qg5h6 N", "Nh4xf3+ Qd1xf3 Qd8xg5 Re1e5 Qg5e7 N", "", "Nh4xf3+ Qd1xf3 Bf8e7 Bg5xe7 Qd...

[ "Nh4xf3+", "Nh4xf3+", "Rh8g8", "Bf8e7", "Nh4xf3+", "Nh4xf3+", "Nh4xf3+", "", "Nh4xf3+", "Nh4xf3+", "Bf8e7", "Nh4xf3+", "Rh8g8", "Nh4xf3+", "Nh4xf3+", "Qd8xg5" ]

[ "h4f3", "h4f3", "h8g8", "f8e7", "h4f3", "h4f3", "h4f3", "", "h4f3", "h4f3", "f8e7", "h4f3", "h8g8", "h4f3", "h4f3", "d8g5" ]

[ true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true ]

[ true, true, false, false, true, true, true, false, true, true, false, true, false, true, true, false ]

15

10

0.625

0.991758

1

test_B1

lt_2400

984

0TXFh

4r3/6pp/pp2k3/2p1r3/8/PPR1R1P1/3P1K1P/8 w - - 6 35

https://lichess.org/9Ej6o2Kp/black#68

[ "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "l", "o", "n", "g", " ", "...

[Event "Блиц No510 Arena"] [Site "https://lichess.org/9Ej6o2Kp"] [Date "2025.04.16"] [Round "-"] [White "Darhan_Irgiz_0444"] [Black "Nurgali1978"] [Result "1-0"] [GameId "9Ej6o2Kp"] [UTCDate "2025.04.16"] [UTCTime "17:29:12"] [WhiteElo "1761"] [BlackElo "2080"] [WhiteRatingDiff "+17"] [BlackRatingDiff "-10"] [Variant "...

f7e6 e3e5 e6e5 c3e3 e5d4 e3e8

1. f4 Nf6 2. Nf3 e6 3. e3 d5 4. b3 c5 5. Bb2 Nc6 6. Na3 Be7 7. c4 O-O 8. cxd5 exd5 9. Bd3 Ne4 10. Rc1 b6 11. Bb1 Bh4+ 12. g3 Bf6 13. Bxf6 Qxf6 14. O-O Bg4 15. Qe1 Rad8 16. Nb5 a6 17. Nc3 Nxc3 18. Rxc3 d4 19. Rc1 Rfe8 20. e4 d3 21. e5 Qf5 22. Nh4 Qe6 23. Qe3 Qd5 24. Rc3 Nb4 25. a3 Nc2 26. Bxc2 dxc2 27. Rxc2 f6 28. Nf3 B...

Pf2f4 Ng8f6 Ng1f3 Pe7e6 Pe2e3 Pd7d5 Pb2b3 Pc7c5 Bc1b2 Nb8c6 Nb1a3 Bf8e7 Pc2c4 O-O Pc4xd5 Pe6xd5 Bf1d3 Nf6e4 Ra1c1 Pb7b6 Bd3b1 Be7h4+ Pg2g3 Bh4f6 Bb2xf6 Qd8xf6 O-O Bc8g4 Qd1e1 Ra8d8 Na3b5 Pa7a6 Nb5c3 Ne4xc3 Rc1xc3 Pd5d4 Rc3c1 Rf8e8 Pe3e4 Pd4d3 Pe4e5 Qf6f5 Nf3h4 Qf5e6 Qe1e3 Qe6d5 Rc1c3 Nc6b4 Pa2a3 Nb4c2 Bb1xc2 Pd3xc2 Rc3...

[ 0, 8, 50, 52, 7, 64, 54, 7, 57, 51, 8, 47, 46, 8, 42, 43, 8, 39, 37, 8, 18, 19, 8, 31, 29, 6, 25, 18, 7, 24, 30, 7, 17, 11, 6, 56, 47, 8, 26, 28, 77, 8, 28, 73, 37, 8, 46, 73, 37, 6, 49, 35, 7, 54, 44, 5, ...

218

e3e5

Rxe5+

f7e6

Ke6

[ "Ke6xe5", "Ke5d4" ]

{"ground_truth": "['e3e5', 'c3e3', 'e3e8']", "style": "rule"}

7

64

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 50, 52, 7, 64, 54, 7, 57, 51, 8, 47, 46, 8, 42, 43, 8, 39, 37, 8, 18, 19, 8, 31, 29, 6, 25, 18, 7, 24, 30, 7, 17, 11, 6, 56, 47, 8, 26, 2...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rc3d3 Pg7g5 Re3xe5+ Ke6xe5 Rd3e3+ K", "Pd2d4 Re5d5 Pd4xc5 Rd5d2+", "Pb3b4 Ke6d5 Re3xe5+ Re8xe5 Rc3d3+ K", "Pa3a4 Re5xe3 Pd2xe3 Re8d8 Kf2e2 Pb6b5", "Ph2h4 Ke6d5 Rc3d3+ Kd5c6 Ph4h5 Ph7h6 R", "Re3d3 Re8d8 Rd3e3 Re5xe3 Rc3xe3+ Ke6", "Rc3d3 Ke6f5 Rd3d6", "Kf2g2 Ke6d5 Kg2f3 Re5xe3+ Pd2xe3 Re8", "Pd2d4 Ke...

[ "Rc3d3", "Pd2d4", "Pb3b4", "Pa3a4", "Ph2h4", "Re3d3", "Rc3d3", "Kf2g2", "Pd2d4", "Re3d3", "Pd2d4", "Rc3f3", "Pd2d4", "Pd2d4", "Rc3d3", "Re3xe5+" ]

[ "c3d3", "d2d4", "b3b4", "a3a4", "h2h4", "e3d3", "c3d3", "f2g2", "d2d4", "e3d3", "d2d4", "c3f3", "d2d4", "d2d4", "c3d3", "e3e5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true ]

16

15

1

0.0625

0.25

0.5

1

test_B1

lt_2400

1,036

12Rty

1k3r2/bpp5/p1b4p/6p1/NP6/PB6/1BPR1nPP/5RK1 b - - 0 26

https://lichess.org/4cAntc9B#51

[ "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "d", "o", "u", "b", "l", "e", "C", "h", "e", "c", "k", " ", "k", "i", "n", "g", "s", "...

[Event "rated blitz game"] [Site "https://lichess.org/4cAntc9B"] [Date "2022.04.03"] [Round "-"] [White "jeq478"] [Black "Benamer"] [Result "0-1"] [GameId "4cAntc9B"] [UTCDate "2022.04.03"] [UTCTime "16:04:37"] [WhiteElo "2057"] [BlackElo "2040"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [Variant "Standard"] [TimeC...

d1d2 f2h3 g1h1 f8f1

1. e4 e5 2. d4 Nc6 3. Nf3 d6 4. Bc4 h6 5. dxe5 Bg4 6. exd6 Bxd6 7. Qd5 Qe7 8. Nd4 Nxd4 9. Qxd4 O-O-O 10. Qe3 Nf6 11. O-O Bc5 12. Qf4 g5 13. Qg3 Bd7 14. e5 Ne4 15. Qf3 Bc6 16. Qxf7 Qxe5 17. Nc3 Nd6 18. Qe6+ Qxe6 19. Bxe6+ Kb8 20. a3 a6 21. b4 Ba7 22. Bb3 Rhf8 23. Na4 Ne4 24. Bb2 Rd2 25. Rad1 Nxf2 26. Rxd2

Pe2e4 Pe7e5 Pd2d4 Nb8c6 Ng1f3 Pd7d6 Bf1c4 Ph7h6 Pd4xe5 Bc8g4 Pe5xd6 Bf8xd6 Qd1d5 Qd8e7 Nf3d4 Nc6xd4 Qd5xd4 O-O-O Qd4e3 Ng8f6 O-O Bd6c5 Qe3f4 Pg7g5 Qf4g3 Bg4d7 Pe4e5 Nf6e4 Qg3f3 Bd7c6 Qf3xf7 Qe7xe5 Nb1c3 Ne4d6 Qf7e6+ Qe5xe6 Bc4xe6+ Kc8b8 Pa2a3 Pa7a6 Pb2b4 Bc5a7 Be6b3 Rh8f8 Nc3a4 Nd6e4 Bc1b2 Rd8d2 Ra1d1 Ne4xf2 Rd1xd2

[ 0, 8, 42, 44, 8, 47, 45, 8, 34, 36, 7, 24, 30, 7, 57, 51, 8, 39, 38, 6, 49, 28, 8, 71, 70, 8, 36, 73, 45, 6, 32, 60, 8, 45, 73, 38, 6, 56, 73, 38, 4, 33, 37, 4, 40, 47, 7, 51, 36, 7, 30, 73, 36, 4, 37, 73, ...

163

f2h3

Nh3+

d1d2

Rxd2

[ "Kg1h1" ]

{"ground_truth": "['f2h3', 'f8f1']", "style": "rule"}

5

48

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 8, 34, 36, 7, 24, 30, 7, 57, 51, 8, 39, 38, 6, 49, 28, 8, 71, 70, 8, 36, 73, 45, 6, 32, 60, 8, 45, 73, 38, 6, 56, 73, 38, 4, 33, 37, 4, 40, 47, 7, ...

[ false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tr...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nf2e4+ Kg1h1 Ne4xd2 Rf1xf8#", "Nf2h3+ Kg1h1 Rf8xf1#", "Nf2e4+ Rd2f2 Ne4xf2 Rf1xf2 Rf8xf2 N", "Nf2e4+ Kg1h1 Ne4xd2 Rf1xf8+ Kb8a8 R", "Nf2h3+ Kg1h1", "Nf2h3+ Kg1h1 Rf8xf1#", "Nf2e4+ Na4c5 Ba7xc5+ Bb2d4 Rf8xf1+", "Nf2e4+ Kg1h1 Ne4xd2 Rf1xf8+ Bc6e8 R", "Ba7e3 Rd2d3 Nf2xd3 Pc2xd3 Rf8xf1+ K", "Bc6xa4 B...

[ "Nf2e4+", "Nf2h3+", "Nf2e4+", "Nf2e4+", "Nf2h3+", "Nf2h3+", "Nf2e4+", "Nf2e4+", "Ba7e3", "Bc6xa4", "Nf2d3+", "Nf2e4+", "Nf2e4+", "Nf2e4+", "Nf2e4+", "Nf2h3#" ]

[ "f2e4", "f2h3", "f2e4", "f2e4", "f2h3", "f2h3", "f2e4", "f2e4", "a7e3", "c6a4", "f2d3", "f2e4", "f2e4", "f2e4", "f2e4", "f2h3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, true, true, false, false, false, false, false, false, false, false, false, true ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

864

0SOAL

8/PKQ5/8/8/4q3/6p1/6k1/8 w - - 6 71

https://lichess.org/qqDRLOol/black#140

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "e", "n", "s", "i", "v", "e", "M", "o", "v", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "l", "...

[Event "rated blitz game"] [Site "https://lichess.org/qqDRLOol"] [Date "2023.12.25"] [Round "-"] [White "Max_Kon_77"] [Black "egoiste787"] [Result "1-0"] [GameId "qqDRLOol"] [UTCDate "2023.12.25"] [UTCTime "07:25:58"] [WhiteElo "1704"] [BlackElo "1717"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-6"] [Variant "Standard"]...

e8e4 c7c6 e4c6 b7c6 g2f2 a7a8q

1. d4 d5 2. c4 c6 3. cxd5 cxd5 4. Nc3 Nc6 5. Nf3 Bg4 6. e3 e6 7. Bd3 Bb4 8. Bd2 Nf6 9. a3 Ba5 10. b4 Bc7 11. Rc1 Qe7 12. Nb5 a6 13. Nxc7+ Qxc7 14. h3 Bh5 15. g4 Bg6 16. Bxg6 hxg6 17. Ne5 Ke7 18. a4 Qd6 19. Qb3 Ne4 20. Ke2 Nxd2 21. Kxd2 Nxb4 22. Rb1 a5 23. Rhc1 Rac8 24. Nd3 Rxc1 25. Rxc1 Nxd3 26. Kxd3 Qd7 27. Qc2 Rd8 28...

Pd2d4 Pd7d5 Pc2c4 Pc7c6 Pc4xd5 Pc6xd5 Nb1c3 Nb8c6 Ng1f3 Bc8g4 Pe2e3 Pe7e6 Bf1d3 Bf8b4 Bc1d2 Ng8f6 Pa2a3 Bb4a5 Pb2b4 Ba5c7 Ra1c1 Qd8e7 Nc3b5 Pa7a6 Nb5xc7+ Qe7xc7 Ph2h3 Bg4h5 Pg2g4 Bh5g6 Bd3xg6 Ph7xg6 Nf3e5 Ke8e7 Pa3a4 Qc7d6 Qd1b3 Nf6e4 Ke1e2 Ne4xd2 Ke2xd2 Nc6xb4 Rc1b1 Pa6a5 Rh1c1 Ra8c8 Ne5d3 Rc8xc1 Rb1xc1 Nb4xd3 Kd2xd3 ...

[ 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 31, 30, 8, 28, 73, 37, 8, 30, 73, 37, 7, 17, 27, 7, 24, 30, 7, 57, 51, 6, 32, 60, 8, 42, 43, 8, 47, 46, 6, 49, 35, 6, 56, 20, 6, 25, 34, 7, 64, 54, 8, 10, 11, 6, 20, ...

472

c7c6

Qc6

e8e4

Qe4+

[ "Qe4xc6+", "Kg2f2" ]

{"ground_truth": "['c7c6', 'b7c6', 'a7a8q']", "style": "rule"}

11

66

504

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 31, 30, 8, 28, 73, 37, 8, 30, 73, 37, 7, 17, 27, 7, 24, 30, 7, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qc7c6 Qe4xc6+ Kb7xc6 Kg2f2 Pa7a8=Q", "Qc7c6 Kg2f3 Qc6xe4+ Kf3xe4 Pa7a8=Q", "Kb7c8 Qe4a8+ Kc8d7 Qa8d5+ Kd7e8 Qd5a8", "Qc7c6 Kg2f3 Qc6xe4+ Kf3xe4 Pa7a8=Q", "Kb7b8 Qe4e8+ Kb8b7 Qe8e4+ Kb7b6 Qe4d4", "Qc7c6 Qe4b4+ Qc6b6 Qb4e4+ Kb7b8 Qe4e8", "Qc7c6 Kg2h3 Qc6xe4 Pg3g2 Qe4xg2+ Kh3", "Qc7c6", "Qc7c6 Kg2h3 Q...

[ "Qc7c6", "Qc7c6", "Kb7c8", "Qc7c6", "Kb7b8", "Qc7c6", "Qc7c6", "Qc7c6", "Qc7c6", "Qc7c6", "Qc7c6", "Qc7c6", "Qc7c6", "Qc7c6", "Kb7b8", "Kb7c8" ]

[ "c7c6", "c7c6", "b7c8", "c7c6", "b7b8", "c7c6", "c7c6", "c7c6", "c7c6", "c7c6", "c7c6", "c7c6", "c7c6", "c7c6", "b7b8", "b7c8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, false, true, false, true, true, true, true, true, true, true, true, true, false, false ]

16

12

0.75

0.999451

1

test_B1

lt_2400

1,024

0ft0j

r2qkb1r/pp2pppp/2b2n2/8/3B4/1P3N2/P1PP1PPP/RN1Q1RK1 b kq - 0 9

https://lichess.org/3X7JXgY7#17

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "i", "n", "t", "e", "r", "m", "e", "z", "z", "o", " ", "o", "p", "e", "n", "i", "n", "...

[Event "≤2000 Rapid Arena"] [Site "https://lichess.org/3X7JXgY7"] [Date "2017.12.01"] [Round "-"] [White "AlphaLion"] [Black "gezegenist"] [Result "0-1"] [GameId "3X7JXgY7"] [UTCDate "2017.12.01"] [UTCTime "16:34:41"] [WhiteElo "1870"] [BlackElo "1739"] [WhiteRatingDiff "-25"] [BlackRatingDiff "+14"] [Variant "Standard...

b2d4 c6f3 d1f3 d8d4

1. b3 d5 2. Bb2 d4 3. Nf3 c5 4. e3 Nc6 5. Bb5 Bd7 6. O-O Nf6 7. exd4 cxd4 8. Bxc6 Bxc6 9. Bxd4

Pb2b3 Pd7d5 Bc1b2 Pd5d4 Ng1f3 Pc7c5 Pe2e3 Nb8c6 Bf1b5 Bc8d7 O-O Ng8f6 Pe3xd4 Pc5xd4 Bb5xc6 Bd7xc6 Bb2xd4

[ 0, 8, 18, 19, 8, 39, 37, 6, 25, 18, 8, 37, 36, 7, 57, 51, 8, 31, 29, 8, 42, 43, 7, 24, 30, 6, 49, 21, 6, 32, 39, 77, 7, 64, 54, 8, 43, 73, 36, 8, 29, 73, 36, 6, 21, 73, 30, 6, 39, 73, 30, 6, 18, 73, 36 ]

55

c6f3

Bxf3

b2d4

Bxd4

[ "Qd1xf3" ]

{"ground_truth": "['c6f3', 'd8d4']", "style": "rule"}

0

76

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 18, 19, 8, 39, 37, 6, 25, 18, 8, 37, 36, 7, 57, 51, 8, 31, 29, 8, 42, 43, 7, 24, 30, 6, 49, 21, 6, 32, 39, 77, 7, 64, 54, 8, 43, 73, 36, 8, 29, 73, 36, 6, 21, 73, 30, ...

[ false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tr...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qd8d5 Nb1c3 Qd5f5 Pd2d3 Pe7e6 Qd1e2 Bf8", "Qd8d6 Rf1e1 Nf6g4 Bd4e5 Ng4xe5 Nf3xe5", "Pe7e6 Pc2c4 Bf8e7 Nb1c3 O-O Pd2d3 Pa7a6 P", "Nf6d5 Pc2c4 Nd5f4 Pg2g3 Nf4d3 Qd1c2 Bc6", "Nf6e4 Nf3e1 Qd8xd4 Nb1a3 Ra8d8 Ne1f3 Q", "Nf6e4 Pd2d3 Ne4d6 Nb1c3 Qd8a5 Bd4b2 Pg7", "Nf6e4 Pd2d3 Ne4g5 Bd4b2 Ng5xf3+ Qd1x", "Pe7e...

[ "Qd8d5", "Qd8d6", "Pe7e6", "Nf6d5", "Nf6e4", "Nf6e4", "Nf6e4", "Pe7e6", "Pe7e6", "Pg7g6", "Pe7e6", "Pe7e6", "Bc6xf3", "Pe7e6", "Pe7e6", "Pe7e6" ]

[ "d8d5", "d8d6", "e7e6", "f6d5", "f6e4", "f6e4", "f6e4", "e7e6", "e7e6", "g7g6", "e7e6", "e7e6", "c6f3", "e7e6", "e7e6", "e7e6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false ]

16

1

0.0625

0.25

0.5

1

test_B1

lt_2400

962

0YUAh

8/kpQ3PK/3p2r1/p2P3P/2P5/6r1/8/8 b - - 0 47

https://lichess.org/Xdw0dzJl#93

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "f", "o", "r", "k", " ", "p", "r", "o", "m", "o", "t", "i", "o", "n", " ", "...

[Event "rated rapid game"] [Site "https://lichess.org/Xdw0dzJl"] [Date "2022.02.28"] [Round "-"] [White "P_v_P"] [Black "neeraj_rtk"] [Result "0-1"] [GameId "Xdw0dzJl"] [UTCDate "2022.02.28"] [UTCTime "11:28:31"] [WhiteElo "1692"] [BlackElo "1829"] [WhiteRatingDiff "-12"] [BlackRatingDiff "+3"] [Variant "Standard"] [Ti...

h4h5 g6g7 c7g7 g3g7 h7g7 a5a4 h5h6 a4a3 h6h7 a3a2 g7g8 a2a1q

1. e4 e5 2. f4 exf4 3. Nf3 h6 4. Bc4 g5 5. O-O Bg7 6. d4 d6 7. Nc3 Nc6 8. d5 Ne5 9. Nxe5 Bxe5 10. Kh1 f5 11. exf5 Bxf5 12. Qe1 Qf6 13. Bb5+ Bd7 14. Bxd7+ Kxd7 15. Nb5 a6 16. Nc3 Re8 17. Qe2 Bxc3 18. Qg4+ Kd8 19. bxc3 Qxc3 20. Rb1 Nf6 21. Qd1 Kc8 22. Bb2 Qe3 23. Bxf6 Rh7 24. Qg4+ Kb8 25. h3 Qe4 26. Rbe1 Qxe1 27. Rxe1 Rx...

Pe2e4 Pe7e5 Pf2f4 Pe5xf4 Ng1f3 Ph7h6 Bf1c4 Pg7g5 O-O Bf8g7 Pd2d4 Pd7d6 Nb1c3 Nb8c6 Pd4d5 Nc6e5 Nf3xe5 Bg7xe5 Kg1h1 Pf7f5 Pe4xf5 Bc8xf5 Qd1e1 Qd8f6 Bc4b5+ Bf5d7 Bb5xd7+ Ke8xd7 Nc3b5 Pa7a6 Nb5c3 Ra8e8 Qe1e2 Be5xc3 Qe2g4+ Kd7d8 Pb2xc3 Qf6xc3 Ra1b1 Ng8f6 Qg4d1 Kd8c8 Bc1b2 Qc3e3 Bb2xf6 Rh8h7 Qd1g4+ Kc8b8 Ph2h3 Qe3e4 Rb1e1 Q...

[ 0, 8, 42, 44, 8, 47, 45, 8, 50, 52, 8, 45, 73, 52, 7, 57, 51, 8, 71, 70, 6, 49, 28, 8, 63, 61, 77, 6, 56, 63, 8, 34, 36, 8, 39, 38, 7, 17, 27, 7, 24, 30, 8, 36, 37, 7, 30, 45, 7, 51, 73, 45, 6, 63, 73, 45, ...

308

g6g7

Rxg7+

h4h5

h5

[ "Qc7xg7", "Kh7xg7", "Ph5h6", "Ph6h7", "Kg7g8" ]

{"ground_truth": "['g6g7', 'g3g7', 'a5a4', 'a4a3', 'a3a2', 'a2a1q']", "style": "rule"}

9

114

311

[ 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 8, 50, 52, 8, 45, 73, 52, 7, 57, 51, 8, 71, 70, 6, 49, 28, 8, 63, 61, 77, 6, 56, 63, 8, 34, 36, 8, 39, 38, 7, 17, 27, 7, 24, 30, 8, 36, 37, 7, 30, 45, 7, 51, 73, 45, 6, 6...

[ false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rg6xg7+ Qc7xg7 Rg3xg7+ Kh7xg7 Pa5", "Rg6g5 Qc7xd6 Rg3h3 Pg7g8=Q Rg5xg8 K", "Rg3g5 Qc7xd6 Rg6xg7+ Kh7h6 Rg7h7+ K", "Rg3g2 Ph5xg6 Rg2xg6 Qc7a5+ Ka7b8 Qa5", "Rg6g4 Qc7f7 Rg3f3 Ph5h6 Rf3xf7", "Rg6f6 Kh7h8 Rf6f7 Qc7xf7 Rg3xg7 Qf7x", "Rg6g4 Qc7f7 Rg3g1 Qf7f5 Rg4h4 Pg7g8=Q", "Rg6h6+ Kh7g8 Rh6xh5 Kg8f8 Rh5g5...

[ "Rg6xg7+", "Rg6g5", "Rg3g5", "Rg3g2", "Rg6g4", "Rg6f6", "Rg6g4", "Rg6h6+", "Rg6g5", "Rg6xg7+", "Rg6g5", "Rg6xg7+", "Rg6f6", "Rg6g4", "Rg6g4", "Rg6f6" ]

[ "g6g7", "g6g5", "g3g5", "g3g2", "g6g4", "g6f6", "g6g4", "g6h6", "g6g5", "g6g7", "g6g5", "g6g7", "g6f6", "g6g4", "g6g4", "g6f6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, false, false, false, false, false, false, false, true, false, true, false, false, false, false ]

16

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

803

1Nsoa

5bkr/r4bpp/p7/1p2BB1q/4N3/6Q1/PPP2PPP/3R2K1 b - - 6 23

https://lichess.org/Rd3kncrT#45

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "m", "i", "d", "d", "l", "e", "...

[Event "rated rapid game"] [Site "https://lichess.org/Rd3kncrT"] [Date "2024.10.20"] [Round "-"] [White "HarIKrIshNac"] [Black "StarThanatos"] [Result "1-0"] [GameId "Rd3kncrT"] [UTCDate "2024.10.20"] [UTCTime "16:13:31"] [WhiteElo "2321"] [BlackElo "2401"] [WhiteRatingDiff "+16"] [BlackRatingDiff "-17"] [Variant "Stan...

f3g3 h5d1

1. d4 Nf6 2. Nc3 e6 3. Bf4 a6 4. e3 d5 5. Bd3 c5 6. dxc5 Bxc5 7. Nf3 Nc6 8. O-O b5 9. e4 Nh5 10. Bg5 f6 11. exd5 exd5 12. Re1+ Kf8 13. Ne5 Nxe5 14. Rxe5 Nf4 15. Bxf4 fxe5 16. Bxe5 Be6 17. Qf3+ Kg8 18. Rd1 Ra7 19. Bf5 Bf7 20. Nxd5 Qg5 21. Nc3 Bf8 22. Ne4 Qh5 23. Qg3

Pd2d4 Ng8f6 Nb1c3 Pe7e6 Bc1f4 Pa7a6 Pe2e3 Pd7d5 Bf1d3 Pc7c5 Pd4xc5 Bf8xc5 Ng1f3 Nb8c6 O-O Pb7b5 Pe3e4 Nf6h5 Bf4g5 Pf7f6 Pe4xd5 Pe6xd5 Rf1e1+ Ke8f8 Nf3e5 Nc6xe5 Re1xe5 Nh5f4 Bg5xf4 Pf6xe5 Bf4xe5 Bc8e6 Qd1f3+ Kf8g8 Ra1d1 Ra8a7 Bd3f5 Be6f7 Nc3xd5 Qd8g5 Nd5c3 Bc5f8 Nc3e4 Qg5h5 Qf3g3

[ 0, 8, 34, 36, 7, 64, 54, 7, 17, 27, 8, 47, 46, 6, 25, 52, 8, 15, 14, 8, 42, 43, 8, 39, 37, 6, 49, 35, 8, 31, 29, 8, 36, 73, 29, 6, 56, 73, 29, 7, 57, 51, 7, 24, 30, 77, 8, 23, 21, 8, 43, 44, 7, 54, 69, 6, ...

146

h5d1

Qxd1#

f3g3

Qg3

[]

{"ground_truth": "['h5d1']", "style": "rule"}

4

76

155

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 7, 17, 27, 8, 47, 46, 6, 25, 52, 8, 15, 14, 8, 42, 43, 8, 39, 37, 6, 49, 35, 8, 31, 29, 8, 36, 73, 29, 6, 56, 73, 29, 7, 57, 51, 7, 24, 30, 77, 8, 23, ...

[ false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Bf7g6 Bf5e6+ Bg6f7 Be5d6 Bf8xd6 Qg3x", "Pg7g6 Ne4f6+", "", "Bf7xa2 Bf5e6#", "Bf7g6 Be5f4 Bg6xf5 Ne4c3 Ph7h6 Ph2h3 Q", "Qh5xd1#", "Pg7g6 Bf5g4 Qh5h6 Ne4f6+ Kg8g7 Qg3f3 R", "Bf8e7 Ne4f6+ Be7xf6 Bf5e6 Qh5xe5 Be6", "Qh5xd1#", "Qh5xd1#", "Bf8e7 Bf5g4 Qh5g6 Qg3f3 Bf7e6 Qf3f4 Ph7", "Bf8b4 Bf5e6 Ra7e...

[ "Bf7g6", "Pg7g6", "", "Bf7xa2", "Bf7g6", "Qh5xd1#", "Pg7g6", "Bf8e7", "Qh5xd1#", "Qh5xd1#", "Bf8e7", "Bf8b4", "Ra7e7", "Pg7g6", "Bf7g6", "Qh5h6" ]

[ "f7g6", "g7g6", "", "f7a2", "f7g6", "h5d1", "g7g6", "f8e7", "h5d1", "h5d1", "f8e7", "f8b4", "a7e7", "g7g6", "f7g6", "h5h6" ]

[ true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, true, false, false, true, true, false, false, false, false, false, false ]

15

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

885

1Pr48

8/8/3r1k1p/6pP/p3K1P1/P3R3/8/8 b - - 3 44

https://lichess.org/lhml8rV0#87

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "e", "n", "s", "i", "v", "e", "M", "o", "v", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "l", "o", "n", "g", " ", "r", "o", "o", "k", "E", "n", "d", "g", "a", "...

[Event "rated blitz game"] [Site "https://lichess.org/lhml8rV0"] [Date "2024.06.12"] [Round "-"] [White "stonedchesser"] [Black "TheRabbitBlitzer"] [Result "0-1"] [GameId "lhml8rV0"] [UTCDate "2024.06.12"] [UTCTime "16:51:15"] [WhiteElo "1866"] [BlackElo "1855"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [Variant "S...

f3e4 d6e6 e4f3 e6e3 f3e3 f6e5

1. d4 d5 2. Nf3 Nf6 3. Bf4 e6 4. e3 Bd6 5. Bxd6 Qxd6 6. a3 O-O 7. Nbd2 c5 8. c4 b6 9. Be2 Bb7 10. O-O Nbd7 11. Rb1 cxd4 12. Nxd4 e5 13. Nf5 Qc7 14. Ne7+ Kh8 15. Rc1 d4 16. exd4 exd4 17. Nf3 Nc5 18. Nd5 Nxd5 19. cxd5 Bxd5 20. Qxd4 Bxf3 21. Bxf3 Rad8 22. Qg4 Qe5 23. Rc2 Rd4 24. Re2 Rxg4 25. Rxe5 Rd4 26. b4 Ne6 27. Bd5 Re...

Pd2d4 Pd7d5 Ng1f3 Ng8f6 Bc1f4 Pe7e6 Pe2e3 Bf8d6 Bf4xd6 Qd8xd6 Pa2a3 O-O Nb1d2 Pc7c5 Pc2c4 Pb7b6 Bf1e2 Bc8b7 O-O Nb8d7 Ra1b1 Pc5xd4 Nf3xd4 Pe6e5 Nd4f5 Qd6c7 Nf5e7+ Kg8h8 Rb1c1 Pd5d4 Pe3xd4 Pe5xd4 Nd2f3 Nd7c5 Ne7d5 Nf6xd5 Pc4xd5 Bb7xd5 Qd1xd4 Bd5xf3 Be2xf3 Ra8d8 Qd4g4 Qc7e5 Rc1c2 Rd8d4 Rc2e2 Rd4xg4 Re2xe5 Rg4d4 Pb2b4 Nc5...

[ 0, 8, 34, 36, 8, 39, 37, 7, 57, 51, 7, 64, 54, 6, 25, 52, 8, 47, 46, 8, 42, 43, 6, 56, 38, 6, 52, 73, 38, 4, 40, 73, 38, 8, 10, 11, 77, 7, 17, 34, 8, 31, 29, 8, 26, 28, 8, 23, 22, 6, 49, 42, 6, 32, 23, 77, ...

283

d6e6

Re6+

f3e4

Ke4

[ "Ke4f3", "Kf3xe3" ]

{"ground_truth": "['d6e6', 'e6e3', 'f6e5']", "style": "rule"}

9

23

311

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 7, 57, 51, 7, 64, 54, 6, 25, 52, 8, 47, 46, 8, 42, 43, 6, 56, 38, 6, 52, 73, 38, 4, 40, 7...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, ...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rd6e6+ Ke4h7 Re6xe3 Kh7xh6 Re3g3 Kh6", "Rd6e6+ Ke4f3 Re6xe3+ Kf3xe3 Kf6e5 K", "Rd6b6 Re3f3+ Kf6g7 Rf3c3 Rb6b3 Rc3c7+", "Rd6e6+ Ke4f3 Re6xe3+ Kf3xe3 Kf6e5 K", "Rd6c6 Ke4d3 Rc6b6 Kd3c2 Rb6c6+ Re3c3 R", "Rd6e6+ Ke4f3 Re6d6 Re3c3 Rd6d4 Rc3c6+", "Rd6e6+ Ke4d5 Re6xe3", "Rd6e6+ Ke4f3 Re6xe3+ Kf3xe3 Kf6e5 K"...

[ "Rd6e6+", "Rd6e6+", "Rd6b6", "Rd6e6+", "Rd6c6", "Rd6e6+", "Rd6e6+", "Rd6e6+", "Rd6c6", "Rd6e6+", "Rd6e6+", "Rd6e6+", "Rd6e6+", "Rd6e6+", "Rd6e6+", "Rd6e6+" ]

[ "d6e6", "d6e6", "d6b6", "d6e6", "d6c6", "d6e6", "d6e6", "d6e6", "d6c6", "d6e6", "d6e6", "d6e6", "d6e6", "d6e6", "d6e6", "d6e6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, false, true, false, true, true, true, false, true, true, true, true, true, true, true ]

16

13

0.8125

1

test_B1

lt_2400

1,177

11zGy

8/8/p1p5/P1K5/1P4pP/6P1/2n3k1/8 w - - 0 40

https://lichess.org/VEHEkiFA/black#78

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "k", "n", "i", "g", "h", "t", "E", "n", "d", "g", "a", "m", "e", " ", "m", "...

[Event "rated blitz game"] [Site "https://lichess.org/VEHEkiFA"] [Date "2021.01.05"] [Round "-"] [White "Kabeljaukrieger"] [Black "readycash"] [Result "1-0"] [GameId "VEHEkiFA"] [UTCDate "2021.01.05"] [UTCTime "23:09:47"] [WhiteElo "2459"] [BlackElo "2505"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-7"] [WhiteTitle "IM"...

h5g4 h4h5 g2g3 h5h6 g3f2 h6h7 g4g3 h7h8q

1. g3 d5 2. Bg2 Nf6 3. Nf3 e6 4. O-O b5 5. d3 Bb7 6. c4 dxc4 7. dxc4 Qxd1 8. Rxd1 bxc4 9. Nbd2 Bd5 10. Ne5 Nbd7 11. Nexc4 Bb4 12. b3 Bc3 13. Bb2 Bxb2 14. Nxb2 Bxg2 15. Kxg2 O-O-O 16. Rac1 Nb6 17. Ndc4 Nxc4 18. Nxc4 Rxd1 19. Rxd1 Rd8 20. Rxd8+ Kxd8 21. Kf3 Nd5 22. e4 Nb4 23. a3 Nc6 24. Ke3 e5 25. b4 a6 26. Kd3 Kd7 27. N...

Pg2g3 Pd7d5 Bf1g2 Ng8f6 Ng1f3 Pe7e6 O-O Pb7b5 Pd2d3 Bc8b7 Pc2c4 Pd5xc4 Pd3xc4 Qd8xd1 Rf1xd1 Pb5xc4 Nb1d2 Bb7d5 Nf3e5 Nb8d7 Ne5xc4 Bf8b4 Pb2b3 Bb4c3 Bc1b2 Bc3xb2 Nc4xb2 Bd5xg2 Kg1xg2 O-O-O Ra1c1 Nd7b6 Nd2c4 Nb6xc4 Nb2xc4 Rd8xd1 Rc1xd1 Rh8d8 Rd1xd8+ Kc8xd8 Kg2f3 Nf6d5 Pe2e4 Nd5b4 Pa2a3 Nb4c6 Kf3e3 Pe6e5 Pb3b4 Pa7a6 Ke3d3...

[ 0, 8, 58, 59, 8, 39, 37, 6, 49, 58, 7, 64, 54, 7, 57, 51, 8, 47, 46, 77, 8, 23, 21, 8, 34, 35, 6, 32, 23, 8, 26, 28, 8, 37, 73, 28, 8, 35, 73, 28, 4, 40, 73, 33, 5, 49, 73, 33, 8, 21, 73, 28, 7, 17, 34, 6, ...

257

h4h5

h5

h5g4

hxg4

[ "Kg2xg3", "Kg3f2", "Pg4g3" ]

{"ground_truth": "['h4h5', 'h5h6', 'h6h7', 'h7h8q']", "style": "rule"}

8

62

276

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 58, 59, 8, 39, 37, 6, 49, 58, 7, 64, 54, 7, 57, 51, 8, 47, 46, 77, 8, 23, 21, 8, 34, 35, 6, 32, 23, 8, 26, 28, 8, 37, 73, 28, 8, 35, 73, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

276

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ph4h5", "Kc5xc6 Nc2xb4+ Kc6c5 Nb4d3+ Kc5b6 N", "Ph4h5 Kg2xg3 Ph5h6", "Ph4h5 Nc2e3 Ph5h6 Ne3f5 Kc5xc6 Nf5xh6", "Ph4h5 Kg2xg3 Ph5h6 Kg3f2 Ph6h7 Pg4g3", "Kc5xc6 Nc2xb4+ Kc6c5 Nb4d3+ Kc5b6 N", "Ph4h5 Nc2e3 Ph5h6 Ne3f5 Ph6h7 Kg2xg3 P", "Ph4h5 Nc2e3 Kc5xc6 Ne3f5 Pb4b5 Pa6xb5", "Ph4h5 Kg2xg3 Ph5h6 Nc2xb4 ...

[ "Ph4h5", "Kc5xc6", "Ph4h5", "Ph4h5", "Ph4h5", "Kc5xc6", "Ph4h5", "Ph4h5", "Ph4h5", "Kc5xc6", "Kc5xc6", "Kc5xc6", "Kc5xc6", "Kc5xc6", "Kc5xc6", "Ph4h5" ]

[ "h4h5", "c5c6", "h4h5", "h4h5", "h4h5", "c5c6", "h4h5", "h4h5", "h4h5", "c5c6", "c5c6", "c5c6", "c5c6", "c5c6", "c5c6", "h4h5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, true, true, true, false, true, true, true, false, false, false, false, false, false, true ]

16

8

0.5

0.961538

0.999922

1

test_B1

lt_2400

1,040

0daAL

r1bqkb1r/1p1ppppp/p1n2n2/1N6/8/4Q3/PPP1PPPP/R1B1KBNR w KQkq - 0 6

https://lichess.org/PqyaeXag/black#10

[ "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g", " ", "p", "i", "n", " ", "s", "m", "o", "t", "h", "e", "r", "e", "d", "M", "a", "t", "...

[Event "rated rapid game"] [Site "https://lichess.org/PqyaeXag"] [Date "2022.07.22"] [Round "-"] [White "Singhsahab007"] [Black "Akivison"] [Result "1-0"] [GameId "PqyaeXag"] [UTCDate "2022.07.22"] [UTCTime "08:28:05"] [WhiteElo "1564"] [BlackElo "1572"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-6"] [Variant "Standard"...

a7a6 b5d6

1. d4 c5 2. Nc3 cxd4 3. Qxd4 Nc6 4. Qe3 Nf6 5. Nb5 a6

Pd2d4 Pc7c5 Nb1c3 Pc5xd4 Qd1xd4 Nb8c6 Qd4e3 Ng8f6 Nc3b5 Pa7a6

[ 0, 8, 34, 36, 8, 31, 29, 7, 17, 27, 8, 29, 73, 36, 4, 33, 73, 36, 7, 24, 30, 4, 36, 43, 7, 64, 54, 7, 27, 21, 8, 15, 14 ]

33

b5d6

Nd6#

a7a6

a6

[]

{"ground_truth": "['b5d6']", "style": "rule"}

0

7

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 31, 29, 7, 17, 27, 8, 29, 73, 36, 4, 33, 73, 36, 7, 24, 30, 4, 36, 43, 7, 64, 54, 7, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nb5a3 Pg7g6 Qe3c3 Bf8g7 Bc1e3 O-O Ng1f3 R", "Nb5d4 Pe7e5 Nd4xc6 Pd7xc6 Qe3g5 Bf8e7", "Nb5c3 Pe7e6 Bc1d2 Nf6g4 Qe3g3 Ng4f6 O-O-O B", "Nb5c3 Pg7g6 Bc1d2 Bf8g7 O-O-O Pd7d5 Pf2f3 B", "Nb5d4 Pd7d6 Nd4xc6 Pb7xc6 Qe3e4 Pd6d5", "Nb5d4 Pe7e5 Nd4xc6 Pd7xc6 Qe3xe5+ Q", "Nb5c3 Pd7d5 Nc3xd5 Nf6xd5 Qe3e4 Pe7e6", "...

[ "Nb5a3", "Nb5d4", "Nb5c3", "Nb5c3", "Nb5d4", "Nb5d4", "Nb5c3", "Nb5a3", "Nb5c3", "Nb5d6+", "Nb5a3", "Nb5c3", "Nb5c3", "Nb5a7", "Nb5c3", "Nb5c3" ]

[ "b5a3", "b5d4", "b5c3", "b5c3", "b5d4", "b5d4", "b5c3", "b5a3", "b5c3", "b5d6", "b5a3", "b5c3", "b5c3", "b5a7", "b5c3", "b5c3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false ]

16

1

0.0625

0.25

0.5

1

test_B1

lt_2400

917

3u6EL

Bn4k1/p1p1bppp/8/2r2b2/8/P1B1P3/1P1N1P1P/2KR4 b - - 0 20

https://lichess.org/O1GzaJjo#39

[ "b", "o", "d", "e", "n", "M", "a", "t", "e", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "...

[Event "rated blitz game"] [Site "https://lichess.org/O1GzaJjo"] [Date "2021.10.19"] [Round "-"] [White "Kirill_T"] [Black "Maxii0"] [Result "0-1"] [GameId "O1GzaJjo"] [UTCDate "2021.10.19"] [UTCTime "08:34:04"] [WhiteElo "1869"] [BlackElo "1836"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [Variant "Standard"] [Time...

b7a8 c5c3 b2c3 e7a3

1. c4 e5 2. Nc3 Nf6 3. d3 Bb4 4. Bd2 O-O 5. a3 Be7 6. Nf3 d5 7. cxd5 Nxd5 8. Nxd5 Qxd5 9. Bc3 e4 10. dxe4 Qxe4 11. e3 Bg4 12. Be2 Rd8 13. Qb3 Be6 14. Qb5 Rd5 15. Nd2 Qxg2 16. Bf3 Qxh1+ 17. Bxh1 Rxb5 18. O-O-O Rc5 19. Bxb7 Bf5 20. Bxa8

Pc2c4 Pe7e5 Nb1c3 Ng8f6 Pd2d3 Bf8b4 Bc1d2 O-O Pa2a3 Bb4e7 Ng1f3 Pd7d5 Pc4xd5 Nf6xd5 Nc3xd5 Qd8xd5 Bd2c3 Pe5e4 Pd3xe4 Qd5xe4 Pe2e3 Bc8g4 Bf1e2 Rf8d8 Qd1b3 Bg4e6 Qb3b5 Rd8d5 Nf3d2 Qe4xg2 Be2f3 Qg2xh1+ Bf3xh1 Rd5xb5 O-O-O Rb5c5 Bh1xb7 Be6f5 Bb7xa8

[ 0, 8, 26, 28, 8, 47, 45, 7, 17, 27, 7, 64, 54, 8, 34, 35, 6, 56, 20, 6, 25, 34, 77, 8, 10, 11, 6, 20, 47, 7, 57, 51, 8, 39, 37, 8, 28, 73, 37, 7, 54, 73, 37, 7, 27, 73, 37, 4, 40, 73, 37, 6, 34, 27, 8, 45, ...

127

c5c3

Rxc3+

b7a8

Bxa8

[ "Pb2xc3" ]

{"ground_truth": "['c5c3', 'e7a3']", "style": "rule"}

3

97

133

[ 0, 0, 0, 0, 0, 0, 0, 8, 26, 28, 8, 47, 45, 7, 17, 27, 7, 64, 54, 8, 34, 35, 6, 56, 20, 6, 25, 34, 77, 8, 10, 11, 6, 20, 47, 7, 57, 51, 8, 39, 37, 8, 28, 73, 37, 7, 54, 73, 37, 7, 27, 73, 37, 4, 40, 73, 37...

[ false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pc7c6 Ba8b7 Be7g5 Nd2f3 Bg5h6 Nf3e5 Bf5", "Bf5d3 Nd2e4 Bd3xe4 Ba8xe4 Pf7f5 Rd1d5", "Be7f6 Bc3xf6 Pg7xf6 Kc1b1 Nb8d7 Ba8b7", "Nb8d7 Ba8e4 Bf5g6 Be4xg6 Ph7xg6 Nd2b3", "Bf5c2 Rd1g1 Pc7c6 Nd2f3 Bc2e4 Nf3d4 Pf7", "Pc7c6 Nd2b3 Rc5b5 Nb3d4 Rb5c5 Nd4xf5 R", "Bf5g6 Nd2b3 Rc5f5 Pf2f4 Bg6h5 Rd1d5 Rf5", "Pc7c6 P...

[ "Pc7c6", "Bf5d3", "Be7f6", "Nb8d7", "Bf5c2", "Pc7c6", "Bf5g6", "Pc7c6", "Pc7c6", "Pc7c6", "Rc5a5", "Nb8c6", "Pc7c6", "Nb8d7", "Be7g5", "Nb8a6" ]

[ "c7c6", "f5d3", "e7f6", "b8d7", "f5c2", "c7c6", "f5g6", "c7c6", "c7c6", "c7c6", "c5a5", "b8c6", "c7c6", "b8d7", "e7g5", "b8a6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

0

test_B1

lt_2400

1,129

0SPDT

3r2k1/1q4pp/p1b1r3/1p2R3/2P2Q2/P1B5/B1P3PP/6RK b - - 0 29

https://lichess.org/Wp3dIxEf#57

[ "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "5", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "s", "a", "c", "r", "i", "f", "...

[Event "rated blitz game"] [Site "https://lichess.org/Wp3dIxEf"] [Date "2020.03.04"] [Round "-"] [White "sirsala"] [Black "sever0013"] [Result "1-0"] [GameId "Wp3dIxEf"] [UTCDate "2020.03.04"] [UTCTime "16:21:25"] [WhiteElo "1995"] [BlackElo "1896"] [WhiteRatingDiff "+5"] [BlackRatingDiff "-4"] [Variant "Standard"] [Ti...

e1e5 c6g2 g1g2 d8d1 c3e1 d1e1 e5e1 e6e1 f4f1 e1f1

1. e4 e5 2. Bc4 Nc6 3. Nf3 d6 4. d4 exd4 5. Nxd4 Nxd4 6. Qxd4 Nf6 7. Nc3 Be7 8. O-O O-O 9. Be3 c5 10. Qd3 Bd7 11. Kh1 Bc6 12. f4 a6 13. a3 b5 14. Ba2 Qc7 15. Rae1 c4 16. Qd4 Rad8 17. Nd5 Ng4 18. Bd2 Bf6 19. Nxf6+ Nxf6 20. Bc3 Rde8 21. e5 dxe5 22. fxe5 Nd5 23. Bd2 Nc3 24. Bxc3 Re6 25. b3 Rd8 26. Qf4 Qb7 27. Rg1 f6 28. b...

Pe2e4 Pe7e5 Bf1c4 Nb8c6 Ng1f3 Pd7d6 Pd2d4 Pe5xd4 Nf3xd4 Nc6xd4 Qd1xd4 Ng8f6 Nb1c3 Bf8e7 O-O O-O Bc1e3 Pc7c5 Qd4d3 Bc8d7 Kg1h1 Bd7c6 Pf2f4 Pa7a6 Pa2a3 Pb7b5 Bc4a2 Qd8c7 Ra1e1 Pc5c4 Qd3d4 Ra8d8 Nc3d5 Nf6g4 Be3d2 Be7f6 Nd5xf6+ Ng4xf6 Bd2c3 Rd8e8 Pe4e5 Pd6xe5 Pf4xe5 Nf6d5 Bc3d2 Nd5c3 Bd2xc3 Re8e6 Pb2b3 Rf8d8 Qd4f4 Qc7b7 Rf...

[ 0, 8, 42, 44, 8, 47, 45, 6, 49, 28, 7, 24, 30, 7, 57, 51, 8, 39, 38, 8, 34, 36, 8, 45, 73, 36, 7, 51, 73, 36, 7, 30, 73, 36, 4, 33, 73, 36, 7, 64, 54, 7, 17, 27, 6, 56, 47, 77, 77, 6, 25, 43, 8, 31, 29, 4, ...

181

c6g2

Bxg2+

e1e5

Rxe5

[ "Rg1xg2", "Bc3e1", "Re5xe1", "Qf4f1" ]

{"ground_truth": "['c6g2', 'd8d1', 'd1e1', 'e6e1', 'e1f1']", "style": "rule"}

6

29

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 6, 49, 28, 7, 24, 30, 7, 57, 51, 8, 39, 38, 8, 34, 36, 8, 45, 73, 36, 7, 51, 73, 36, 7, 30, 73, 36, 4, 33, 73, 36, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Re6d6 Pc4xb5+ Rd6e6 Re5xe6 Rd8e8 Re6", "Re6xe5 Qf4xe5 Ph7h6 Pc4xb5+ Kg8h8 Q", "Rd8d1 Rg1xd1 Re6xe5 Qf4xe5 Qb7xg2#", "Re6xe5 Qf4xe5 Rd8e8 Qe5g3 Ph7h6 Pc4x", "Re6xe5 Bc3xe5 Qb7f7 Qf4xf7+ Kg8xf7", "Kg8h8 Rg1e1 Re6xe5 Bc3xe5 Rd8e8 Qf4g5", "Re6g6 Pc4xb5+ Kg8h8 Pb5xc6 Qb7xc6 R", "Rd8e8 Re5xe6 Re8xe6 Qf4xe4...

[ "Re6d6", "Re6xe5", "Rd8d1", "Re6xe5", "Re6xe5", "Kg8h8", "Re6g6", "Rd8e8", "Re6g6", "Re6f6", "Re6xe5", "Re6f6", "Re6f6", "Re6g6", "Re6f6", "" ]

[ "e6d6", "e6e5", "d8d1", "e6e5", "e6e5", "g8h8", "e6g6", "d8e8", "e6g6", "e6f6", "e6e5", "e6f6", "e6f6", "e6g6", "e6f6", "" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

15

0

test_B1

lt_2400

1,079

1BDQT

2kr1b1r/p1p2ppp/1pb1p3/8/2P3q1/3B1N2/PP2QPPP/R1B2RK1 b - - 1 13

https://lichess.org/wbOVaI0L#25

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "l", "o", "n", "g", " ", "o", "p", "e", "n", "i", "n", "g", " ", "p", "i", "n" ]

[Event "rated blitz game"] [Site "https://lichess.org/wbOVaI0L"] [Date "2023.10.30"] [Round "-"] [White "cherif-dz"] [Black "rez17"] [Result "0-1"] [GameId "wbOVaI0L"] [UTCDate "2023.10.30"] [UTCTime "16:28:43"] [WhiteElo "1624"] [BlackElo "1773"] [WhiteRatingDiff "-4"] [BlackRatingDiff "+3"] [Variant "Standard"] [Time...

d1e2 c6f3 e2f3 g4f3 g2f3 d8d3

1. e4 d5 2. exd5 Nf6 3. Nc3 Nxd5 4. d4 Nc6 5. Nxd5 Qxd5 6. Nf3 b6 7. c4 Qe4+ 8. Be2 Bb7 9. O-O O-O-O 10. d5 e6 11. Bd3 Qg4 12. dxc6 Bxc6 13. Qe2

Pe2e4 Pd7d5 Pe4xd5 Ng8f6 Nb1c3 Nf6xd5 Pd2d4 Nb8c6 Nc3xd5 Qd8xd5 Ng1f3 Pb7b6 Pc2c4 Qd5e4+ Bf1e2 Bc8b7 O-O O-O-O Pd4d5 Pe7e6 Be2d3 Qe4g4 Pd5xc6 Bb7xc6 Qd1e2

[ 0, 8, 42, 44, 8, 39, 37, 8, 44, 73, 37, 7, 64, 54, 7, 17, 27, 7, 54, 73, 37, 8, 34, 36, 7, 24, 30, 7, 27, 73, 37, 4, 40, 73, 37, 7, 57, 51, 8, 23, 22, 8, 26, 28, 4, 37, 44, 75, 6, 49, 42, 6, 32, 23, 77, 78,...

79

c6f3

Bxf3

d1e2

Qe2

[ "Qe2xf3", "Pg2xf3" ]

{"ground_truth": "['c6f3', 'g4f3', 'd8d3']", "style": "rule"}

1

99

84

[ 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 39, 37, 8, 44, 73, 37, 7, 64, 54, 7, 17, 27, 7, 54, 73, 37, 8, 34, 36, 7, 24, 30, 7, 27, 73, 37, 4, 40, 73, 37, 7, 57, 51, 8, 23, 22, 8, 26, 28, 4, 37, 44, 75, 6, 49, 42, 6...

[ false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

84

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Bf8c5 Bd3e4 Bc6xe4 Qe2xe4 Qg4g6 Qe4c6", "Bf8c5 Bd3e4 Bc6xe4 Nf3e5 Be4xg2 Ne5x", "Bc6xf3 Qe2xf3 Qg4xf3 Pg2xf3 Rd8xd3", "Bc6xf3 Qe2xf3 Rd8xd3 Qf3xd3 Bf8d6 B", "Bc6b7 Ph2h3 Bb7xf3 Qe2xf3 Qg4xf3 Pg2", "Bf8c5 Ph2h3 Bc6xf3 Ph3xg4 Bf3xe2 Bd3", "Bc6xf3 Qe2xf3 Qg4xf3 Pg2xf3 Pf7f5 R", "Kc8b8 Pa2a4 Bf8d6 Bd3e4 ...

[ "Bf8c5", "Bf8c5", "Bc6xf3", "Bc6xf3", "Bc6b7", "Bf8c5", "Bc6xf3", "Kc8b8", "Bf8d6", "Bf8c5", "Pf7f5", "Ph7h5", "Ph7h5", "Bc6xf3", "Bf8d6", "Bf8c5" ]

[ "f8c5", "f8c5", "c6f3", "c6f3", "c6b7", "f8c5", "c6f3", "c8b8", "f8d6", "f8c5", "f7f5", "h7h5", "h7h5", "c6f3", "f8d6", "f8c5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, false, false, true, false, false, false, false, false, false, true, false, false ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

803

0ehRb

5k2/5ppp/3P4/4Pb2/1Bp2b2/8/1P4PP/6K1 w - - 0 30

https://lichess.org/EPKZLH4m/black#58

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "b", "i", "s", "h", "o", "p", "E", "n", "d", "g", "a", "m", "e", " ", "d", "i", "s", "c", "o", "...

[Event "rated blitz game"] [Site "https://lichess.org/EPKZLH4m"] [Date "2020.10.06"] [Round "-"] [White "zekza"] [Black "Mondra100"] [Result "1-0"] [GameId "EPKZLH4m"] [UTCDate "2020.10.06"] [UTCTime "10:35:18"] [WhiteElo "1751"] [BlackElo "1736"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-6"] [Variant "Standard"] [Time...

g5f4 d6d7 f8g8 d7d8q

1. e4 Nf6 2. e5 Nd5 3. d4 d6 4. Nf3 dxe5 5. Nxe5 c6 6. Bc4 Nd7 7. f4 Nxe5 8. fxe5 e6 9. O-O Be7 10. Qf3 O-O 11. Nc3 b5 12. Bxd5 exd5 13. Bf4 Be6 14. Ne2 c5 15. c3 b4 16. cxb4 cxb4 17. Rac1 Rc8 18. Rxc8 Qxc8 19. Rc1 Qa6 20. Qb3 Rc8 21. Rxc8+ Qxc8 22. Bd2 a5 23. a3 Qc4 24. Qxc4 dxc4 25. axb4 axb4 26. Nf4 Kf8 27. d5 Bf5 2...

Pe2e4 Ng8f6 Pe4e5 Nf6d5 Pd2d4 Pd7d6 Ng1f3 Pd6xe5 Nf3xe5 Pc7c6 Bf1c4 Nb8d7 Pf2f4 Nd7xe5 Pf4xe5 Pe7e6 O-O Bf8e7 Qd1f3 O-O Nb1c3 Pb7b5 Bc4xd5 Pe6xd5 Bc1f4 Bc8e6 Nc3e2 Pc6c5 Pc2c3 Pb5b4 Pc3xb4 Pc5xb4 Ra1c1 Ra8c8 Rc1xc8 Qd8xc8 Rf1c1 Qc8a6 Qf3b3 Rf8c8 Rc1xc8+ Qa6xc8 Bf4d2 Pa7a5 Pa2a3 Qc8c4 Qb3xc4 Pd5xc4 Pa3xb4 Pa5xb4 Ne2f4 K...

[ 0, 8, 42, 44, 7, 64, 54, 8, 44, 45, 7, 54, 37, 8, 34, 36, 8, 39, 38, 7, 57, 51, 8, 38, 73, 45, 7, 51, 73, 45, 8, 31, 30, 6, 49, 28, 7, 24, 39, 8, 50, 52, 7, 39, 73, 45, 8, 52, 73, 45, 8, 47, 46, 77, 6, 56, ...

190

d6d7

d7+

g5f4

Bxf4

[ "Kf8g8" ]

{"ground_truth": "['d6d7', 'd7d8q']", "style": "rule"}

6

68

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 7, 64, 54, 8, 44, 45, 7, 54, 37, 8, 34, 36, 8, 39, 38, 7, 57, 51, 8, 38, 73, 45, 7, 51, 73, 45, 8, 31, 30, 6, 49, 28, 7, 24, 39, 8, 50, 52, 7, 39, 73, 45, ...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pg2g3 Bf4xe5 Kg1f2 Be5xb2 Pg3g4 Bf5e4", "Pg2g3 Bf4xe5 Bb4a3 Kf8e8 Kg1f2 Pc4c3 P", "Bb4c3 Bf5e4 Ph2h3 Kf8e8 Kg1f2 Pf7f6 Pg2", "Bb4a3 Bf4xe5 Pd6d7+ Kf8g8 Pd7d8=Q#", "Pg2g3 Bf4xe5 Pd6d7+ Kf8g8 Pd7d8=Q#", "Kg1f2 Bf4xe5 Kf2e3 Be5xb2 Bb4c5 Bf5d7", "Bb4c5 Bf4xe5 Pb2b4 Pf7f6 Kg1f2 Bf5d7 K", "Bb4c3 Bf5d7 Ph2h...

[ "Pg2g3", "Pg2g3", "Bb4c3", "Bb4a3", "Pg2g3", "Kg1f2", "Bb4c5", "Bb4c3", "Pg2g3", "Bb4c3", "Pd6d7+", "Bb4c3", "Bb4c3", "Pd6d7", "Pd6d7", "Pd6d7" ]

[ "g2g3", "g2g3", "b4c3", "b4a3", "g2g3", "g1f2", "b4c5", "b4c3", "g2g3", "b4c3", "d6d7", "b4c3", "b4c3", "d6d7", "d6d7", "d6d7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, true, false, false, true, true, true ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

973

1PFku

3r2k1/1p3ppp/pb6/1P5n/2Q5/4q1PP/2P3BK/5R2 w - - 2 33

https://lichess.org/wrSrKmrx/black#64

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "f", "o", "r", "k", " ", "l", "o", "n", "g", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "3", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "...

[Event "rated blitz game"] [Site "https://lichess.org/wrSrKmrx"] [Date "2024.07.24"] [Round "-"] [White "Nevzatacar4949"] [Black "frima20"] [Result "1-0"] [GameId "wrSrKmrx"] [UTCDate "2024.07.24"] [UTCTime "17:00:46"] [WhiteElo "1634"] [BlackElo "1595"] [WhiteRatingDiff "+5"] [BlackRatingDiff "-5"] [Variant "Standard"...

f6h5 c4f7 g8h8 f7f8 d8f8 f1f8

1. e4 c6 2. Nf3 d5 3. e5 Bg4 4. d4 e6 5. Be2 Ne7 6. Nc3 Nd7 7. Bg5 Qb6 8. Qc1 Bxf3 9. Bxf3 Nf5 10. Be3 Nxd4 11. Bxd4 Qxd4 12. O-O Nxe5 13. Be2 Bd6 14. Rd1 Qh4 15. g3 Qf6 16. Bf1 O-O 17. Bg2 Ng4 18. Rf1 Bc5 19. Qd2 e5 20. a3 e4 21. b4 Bd4 22. Nxe4 dxe4 23. Rad1 Rad8 24. Qe2 Qh6 25. h3 Nf6 26. Qc4 Bb6 27. a4 a6 28. b5 cx...

Pe2e4 Pc7c6 Ng1f3 Pd7d5 Pe4e5 Bc8g4 Pd2d4 Pe7e6 Bf1e2 Ng8e7 Nb1c3 Nb8d7 Bc1g5 Qd8b6 Qd1c1 Bg4xf3 Be2xf3 Ne7f5 Bg5e3 Nf5xd4 Be3xd4 Qb6xd4 O-O Nd7xe5 Bf3e2 Bf8d6 Rf1d1 Qd4h4 Pg2g3 Qh4f6 Be2f1 O-O Bf1g2 Ne5g4 Rd1f1 Bd6c5 Qc1d2 Pe6e5 Pa2a3 Pe5e4 Pb2b4 Bc5d4 Nc3xe4 Pd5xe4 Ra1d1 Ra8d8 Qd2e2 Qf6h6 Ph2h3 Ng4f6 Qe2c4 Bd4b6 Pa3a...

[ 0, 8, 42, 44, 8, 31, 30, 7, 57, 51, 8, 39, 37, 8, 44, 45, 6, 32, 60, 8, 34, 36, 8, 47, 46, 6, 49, 42, 7, 64, 47, 7, 17, 27, 7, 24, 39, 6, 25, 61, 4, 40, 22, 4, 33, 25, 6, 60, 73, 51, 6, 42, 73, 51, 7, 47, ...

204

c4f7

Qxf7+

f6h5

Nh5

[ "Kg8h8", "Rd8xf8" ]

{"ground_truth": "['c4f7', 'f7f8', 'f1f8']", "style": "rule"}

7

9

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 30, 7, 57, 51, 8, 39, 37, 8, 44, 45, 6, 32, 60, 8, 34, 36, 8, 47, 46, 6, 49, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, tru...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qc4g4 Nh5xg3 Qg4f3", "Pb5xa6 Pb7xa6 Qc4xf7+ Kg8h8 Pg3g4 Q", "Qc4xf7+ Kg8h8 Qf7xh5 Bb6c7 Qh5f3 Qe3", "Qc4xf7+ Kg8h8 Qf7xh5 Rd8d2 Qh5f3 Qe3", "Rf1f3 Qe3g1#", "Qc4xf7+", "Rf1e1 Qe3xg3+ Kh2g1 Qg3xe1+ Bg2f1 B", "Qc4xf7+ Kg8h8 Qf7xh5 Rd8d2 Qh5f3 Qe3", "Qc4xf7+ Kg8h8 Qf7f3 Pg7g6 Rf1b1 Rd8d2", "Rf1f3 Qe3...

[ "Qc4g4", "Pb5xa6", "Qc4xf7+", "Qc4xf7+", "Rf1f3", "Qc4xf7+", "Rf1e1", "Qc4xf7+", "Qc4xf7+", "Rf1f3", "Rf1f3", "Pg3g4", "Rf1f3", "Rf1f3", "Rf1f3", "Rf1xf7" ]

[ "c4g4", "b5a6", "c4f7", "c4f7", "f1f3", "c4f7", "f1e1", "c4f7", "c4f7", "f1f3", "f1f3", "g3g4", "f1f3", "f1f3", "f1f3", "f1f7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, false, true, false, true, true, false, false, false, false, false, false, false ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

1,011

1Nl0f

rn3r2/p3N1pk/1pp3p1/8/3P1P2/7q/PP2B1P1/2K4R w - - 2 22

https://lichess.org/iJjmK4nb/black#42

[ "a", "n", "a", "s", "t", "a", "s", "i", "a", "M", "a", "t", "e", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "m", "i", "d", "d", "l", "...

[Event "rated rapid game"] [Site "https://lichess.org/iJjmK4nb"] [Date "2022.03.22"] [Round "-"] [White "janpetkis"] [Black "othmen"] [Result "1-0"] [GameId "iJjmK4nb"] [UTCDate "2022.03.22"] [UTCTime "20:22:58"] [WhiteElo "1857"] [BlackElo "1901"] [WhiteRatingDiff "+20"] [BlackRatingDiff "-6"] [Variant "Standard"] [Ti...

b3h3 h1h3

1. d4 d5 2. c4 Bf5 3. Nc3 dxc4 4. e4 Bg6 5. Bxc4 e6 6. Bf4 Bd6 7. Bg3 Bxg3 8. hxg3 Nf6 9. f3 c6 10. Nge2 b6 11. Nf4 Qe7 12. Nxg6 fxg6 13. Qb3 Nd5 14. exd5 exd5+ 15. Be2 O-O 16. O-O-O Qg5+ 17. f4 Qxg3 18. Nxd5 Qxb3 19. Ne7+ Kh8 20. Rxh7+ Kxh7 21. Rh1+ Qh3

Pd2d4 Pd7d5 Pc2c4 Bc8f5 Nb1c3 Pd5xc4 Pe2e4 Bf5g6 Bf1xc4 Pe7e6 Bc1f4 Bf8d6 Bf4g3 Bd6xg3 Ph2xg3 Ng8f6 Pf2f3 Pc7c6 Ng1e2 Pb7b6 Ne2f4 Qd8e7 Nf4xg6 Pf7xg6 Qd1b3 Nf6d5 Pe4xd5 Pe6xd5+ Bc4e2 O-O O-O-O Qe7g5+ Pf3f4 Qg5xg3 Nc3xd5 Qg3xb3 Nd5e7+ Kg8h8 Rh1xh7+ Kh8xh7 Rd1h1+ Qb3h3

[ 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 6, 32, 53, 7, 17, 27, 8, 37, 73, 28, 8, 42, 44, 6, 53, 62, 6, 49, 73, 28, 8, 47, 46, 6, 25, 52, 6, 56, 38, 6, 52, 59, 6, 38, 73, 59, 8, 66, 73, 59, 7, 64, 54, 8, 50, 51, ...

141

h1h3

Rxh3#

b3h3

Qh3

[]

{"ground_truth": "['h1h3']", "style": "rule"}

4

39

155

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 6, 32, 53, 7, 17, 27, 8, 37, 73, 28, 8, 42, 44, 6, 53, 62, 6, 49, 73, 28, 8, 47, 46, 6, 25, 52, 6, 56, 38, 6, 52, 59, 6, 38,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ne7xg6 Kh7xg6 Be2d3+ Kg6f7 Pg2xh3 N", "Rh1xh3#", "Be2c4 Qh3e3+ Kc1d1 Pa7a6 Bc4g8+ Rf8x", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#" ]

[ "Ne7xg6", "Rh1xh3#", "Be2c4", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#", "Rh1xh3#" ]

[ "e7g6", "h1h3", "e2c4", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3", "h1h3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

14

0.875

1

test_B1

lt_2400

886

1HlXO

7k/2n1p1qP/3p3r/2pP1BN1/4PP1Q/8/1P6/6K1 w - - 1 42

https://lichess.org/yJvGfjDp/black#82

[ "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "f", "o", "r", "k", " ", "...

[Event "rated blitz game"] [Site "https://lichess.org/yJvGfjDp"] [Date "2022.07.08"] [Round "-"] [White "Willhaven"] [Black "manneredmonkey"] [Result "0-1"] [GameId "yJvGfjDp"] [UTCDate "2022.07.08"] [UTCTime "02:09:41"] [WhiteElo "2596"] [BlackElo "2582"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [WhiteTitle "FM"]...

f6h6 h4h6 g7h6 g5f7 h8g7 f7h6

1. d4 Nf6 2. Nf3 g6 3. c4 c5 4. d5 b5 5. cxb5 a6 6. e3 Bb7 7. Nc3 Bg7 8. a4 O-O 9. Bc4 d6 10. O-O axb5 11. Bxb5 Na6 12. e4 Nb4 13. Re1 Ne8 14. Bg5 Nc7 15. Bc4 f6 16. Be3 Ra5 17. Nd2 Qa8 18. h4 Re8 19. h5 f5 20. g4 fxg4 21. Qxg4 Bc8 22. Qg3 Nc2 23. hxg6 Nxa1 24. gxh7+ Kh8 25. Rxa1 Bd7 26. Nf3 Bxa4 27. Ng5 Rf8 28. Bd2 Be...

Pd2d4 Ng8f6 Ng1f3 Pg7g6 Pc2c4 Pc7c5 Pd4d5 Pb7b5 Pc4xb5 Pa7a6 Pe2e3 Bc8b7 Nb1c3 Bf8g7 Pa2a4 O-O Bf1c4 Pd7d6 O-O Pa6xb5 Bc4xb5 Nb8a6 Pe3e4 Na6b4 Rf1e1 Nf6e8 Bc1g5 Ne8c7 Bb5c4 Pf7f6 Bg5e3 Ra8a5 Nf3d2 Qd8a8 Ph2h4 Rf8e8 Ph4h5 Pf6f5 Pg2g4 Pf5xg4 Qd1xg4 Bb7c8 Qg4g3 Nb4c2 Ph5xg6 Nc2xa1 Pg6xh7+ Kg8h8 Re1xa1 Bc8d7 Nd2f3 Bd7xa4 N...

[ 0, 8, 34, 36, 7, 64, 54, 7, 57, 51, 8, 63, 62, 8, 26, 28, 8, 31, 29, 8, 36, 37, 8, 23, 21, 8, 28, 73, 21, 8, 15, 14, 8, 42, 43, 6, 32, 23, 7, 17, 27, 6, 56, 63, 8, 10, 12, 77, 6, 49, 28, 8, 39, 38, 77, 8, ...

262

h4h6

Qxh6

f6h6

Rh6

[ "Qg7xh6", "Kh8g7" ]

{"ground_truth": "['h4h6', 'g5f7', 'f7h6']", "style": "rule"}

8

82

276

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 7, 57, 51, 8, 63, 62, 8, 26, 28, 8, 31, 29, 8, 36, 37, 8, 23, 21, 8, 28, 73, 21, 8, 15, 14, 8, 42, 43, 6, 32, 23, 7, 17, 27, 6, 56, 63,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

276

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qh4g3 Rh6xh7 Ng5xh7 Qg7xg3+ Kg1f1 K", "", "Qh4f2 Rh6h5 Qf2g2 Pe7e6 Ng5xe6 Qg7xg2", "Qh4g3 Nc7e8 Bf5g4 Ne8f6 Ng5f3 Nf6xe4 Q", "Qh4f2 Nc7e8 Qf2e3 Qg7d4 Qe3xd4+ Pc5x", "", "Qh4e1 Qg7d4+ Kg1f1 Rh6h2 Ng5f7+ Kh8g7", "", "Ng5f7+", "Qh4g4 Pc5c4 Ng5e6 Qg7xg4+ Kg1f2 Qg4x", "Qh4f2 Qg7d4 Kg1g2 Qd4xf2+ Kg2x...

[ "Qh4g3", "", "Qh4f2", "Qh4g3", "Qh4f2", "", "Qh4e1", "", "Ng5f7+", "Qh4g4", "Qh4f2", "Qh4g4", "Qh4g4", "Qh4g3", "Qh4xh6", "Qh4g3" ]

[ "h4g3", "", "h4f2", "h4g3", "h4f2", "", "h4e1", "", "g5f7", "h4g4", "h4f2", "h4g4", "h4g4", "h4g3", "h4h6", "h4g3" ]

[ true, false, true, true, true, false, true, false, true, true, true, true, true, true, true, true ]

[ true, false, true, true, true, false, true, false, false, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false ]

13

12

1

0.0625

0.25

0.5

1

test_B1

lt_2400

1,159

1HVGR

rn2k1nr/1bq2ppp/p3p3/8/1b1P4/2NBPN2/1P3PPP/R1BQK2R b KQkq - 2 11

https://lichess.org/A5ZZ79yU#21

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "f", "o", "r", "k", " ", "i", "n", "t", "e", "r", "f", "e", "r", "e", "n", "c", "e", " ", "l", "o", "n", "g", " ", "o", "p", "e", "n", "i", "n", "g" ]

[Event "rated rapid game"] [Site "https://lichess.org/A5ZZ79yU"] [Date "2022.01.16"] [Round "-"] [White "Adhu17"] [Black "ThisIsNotFine"] [Result "0-1"] [GameId "A5ZZ79yU"] [UTCDate "2022.01.16"] [UTCTime "15:55:00"] [WhiteElo "1637"] [BlackElo "1513"] [WhiteRatingDiff "-7"] [BlackRatingDiff "+35"] [Variant "Standard"]...

c4d3 b4c3 b2c3 c7c3 c1d2 c3d3

1. d4 d5 2. c4 e6 3. Nc3 a6 4. Nf3 dxc4 5. e3 b5 6. a4 c6 7. axb5 cxb5 8. Nxb5 Bb7 9. Nc3 Bb4 10. Bxc4 Qc7 11. Bd3

Pd2d4 Pd7d5 Pc2c4 Pe7e6 Nb1c3 Pa7a6 Ng1f3 Pd5xc4 Pe2e3 Pb7b5 Pa2a4 Pc7c6 Pa4xb5 Pc6xb5 Nc3xb5 Bc8b7 Nb5c3 Bf8b4 Bf1xc4 Qd8c7 Bc4d3

[ 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 47, 46, 7, 17, 27, 8, 15, 14, 7, 57, 51, 8, 37, 73, 28, 8, 42, 43, 8, 23, 21, 8, 10, 12, 8, 31, 30, 8, 12, 73, 21, 8, 30, 73, 21, 7, 27, 73, 21, 6, 32, 23, 7, 21, 27, ...

69

b4c3

Bxc3+

c4d3

Bd3

[ "Pb2xc3", "Bc1d2" ]

{"ground_truth": "['b4c3', 'c7c3', 'c3d3']", "style": "rule"}

1

20

84

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 47, 46, 7, 17, 27, 8, 15, 14, 7, 57, 51, 8, 37, 73, 28, 8, 42, 43, 8, 23, 21, 8, 10, 12, 8, 31, 30, 8, 12, 73, 21, 8, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

84

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Bb4xc3+ Pb2xc3 Qc7xc3+ Bc1d2 Qc3c7", "Ng8f6 O-O O-O Nc3e4 Nf6xe4 Bd3xe4 Bb7xe4", "Qc7c6 O-O Bb4xc3 Pb2xc3 Qc6xc3 Qd1a4+", "Qc7xc3+ Pb2xc3 Bb4xc3+ Bc1d2 Bc3x", "Ng8f6 O-O O-O Ph2h3 Bb4xc3 Pb2xc3 Qc7xc3", "Ng8f6 Ra1a4 Nb8c6 Bc1d2 O-O O-O Pa6a5 Qd1b1", "Qc7b6 Ra1a2 Ng8f6 O-O O-O Nf3e5 Bb4d6 Pf2f4", "Ng8...

[ "Bb4xc3+", "Ng8f6", "Qc7c6", "Qc7xc3+", "Ng8f6", "Ng8f6", "Qc7b6", "Ng8f6", "Ng8f6", "Pf7f6", "Ng8f6", "Bb4xc3+", "Bb4xc3+", "Bb4xc3+", "Nb8d7", "Ng8f6" ]

[ "b4c3", "g8f6", "c7c6", "c7c3", "g8f6", "g8f6", "c7b6", "g8f6", "g8f6", "f7f6", "g8f6", "b4c3", "b4c3", "b4c3", "b8d7", "g8f6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, false, false, false, false, false, false, false, false, false, true, true, true, false, false ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

1,071

1Nscc

4Q3/pp1PK1pk/8/8/5qP1/8/7P/8 b - - 1 58

https://lichess.org/mrZJN6Mu#115

[ "d", "o", "v", "e", "t", "a", "i", "l", "M", "a", "t", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "q", "u", "e", "...

[Event "rated rapid game"] [Site "https://lichess.org/mrZJN6Mu"] [Date "2021.05.19"] [Round "-"] [White "castro_2021"] [Black "bahaminsalehi-535"] [Result "1-0"] [GameId "mrZJN6Mu"] [UTCDate "2021.05.19"] [UTCTime "13:41:44"] [WhiteElo "2023"] [BlackElo "1918"] [WhiteRatingDiff "+4"] [BlackRatingDiff "-4"] [Variant "St...

f7e7 f4f6

1. e4 e5 2. Nf3 Nf6 3. Bc4 Nxe4 4. Nxe5 d5 5. Qf3 Nf6 6. Bb3 Be7 7. d4 O-O 8. O-O Nbd7 9. Re1 c6 10. Bg5 Nxe5 11. dxe5 Nd7 12. Bxe7 Qxe7 13. Nd2 Nc5 14. Qg3 Nxb3 15. axb3 Bf5 16. c3 Qe6 17. Nf3 Rfd8 18. Ra4 Bg6 19. Rg4 Re8 20. Nd4 Qd7 21. f4 h5 22. Rg5 c5 23. e6 fxe6 24. Rxg6 cxd4 25. cxd4 Qf7 26. Qg5 Rf8 27. Rexe6 Rae...

Pe2e4 Pe7e5 Ng1f3 Ng8f6 Bf1c4 Nf6xe4 Nf3xe5 Pd7d5 Qd1f3 Ne4f6 Bc4b3 Bf8e7 Pd2d4 O-O O-O Nb8d7 Rf1e1 Pc7c6 Bc1g5 Nd7xe5 Pd4xe5 Nf6d7 Bg5xe7 Qd8xe7 Nb1d2 Nd7c5 Qf3g3 Nc5xb3 Pa2xb3 Bc8f5 Pc2c3 Qe7e6 Nd2f3 Rf8d8 Ra1a4 Bf5g6 Ra4g4 Rd8e8 Nf3d4 Qe6d7 Pf2f4 Ph7h5 Rg4g5 Pc6c5 Pe5e6 Pf7xe6 Rg5xg6 Pc5xd4 Pc3xd4 Qd7f7 Qg3g5 Re8f8 ...

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 64, 54, 6, 49, 28, 7, 54, 73, 44, 7, 51, 73, 45, 8, 39, 37, 4, 33, 51, 7, 44, 54, 6, 28, 19, 6, 56, 47, 8, 34, 36, 77, 77, 7, 24, 39, 5, 49, 41, 8, 31, 30, 6, 25, 61, ...

389

f4f6

Qf6#

f7e7

Ke7

[]

{"ground_truth": "['f4f6']", "style": "rule"}

11

19

504

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qf4e3+ Ke7d8 Qe3b6+ Kd8c8 Qb6c6+ Kc8", "Qf4b4+ Ke7d8 Qb4a5+ Kd8e8 Qa5e5+ Ke8", "Qf4e5+ Ke7d8 Qe5b8+ Kd8e7 Qb8e5+ Ke7", "Qf4g5+ Ke7d6 Qg5f6+ Qe8e6 Qf6c3 Qe6g6", "Qf4e3+ Ke7d8 Qe3a7 Qe8e4+ Kh7g8 Kd8e7", "Qf4e5+ Ke7d8 Qe5b8+ Kd8e7 Qb8c7 Ke7e6", "Qf4g5+ Ke7d6 Qg5f4+ Qe8e5 Qf4b4+ Kd6", "Qf4b4+ Ke7e8 Qb4xg...

[ "Qf4e3+", "Qf4b4+", "Qf4e5+", "Qf4g5+", "Qf4e3+", "Qf4e5+", "Qf4g5+", "Qf4b4+", "Qf4g5+", "Qf4b4+", "Qf4g5+", "Qf4e5+", "Qf4e4+", "Qf4e3+", "Qf4b4+", "Qf4e4+" ]

[ "f4e3", "f4b4", "f4e5", "f4g5", "f4e3", "f4e5", "f4g5", "f4b4", "f4g5", "f4b4", "f4g5", "f4e5", "f4e4", "f4e3", "f4b4", "f4e4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

0

test_B1

lt_2400

971

1Ox2T

8/8/8/3K3p/3P2k1/5p2/5B2/8 b - - 2 60

https://lichess.org/A9rJMSzm#119

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "b", "i", "s", "h", "o", "p", "E", "n", "d", "g", "a", "m", "e", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "p", "...

[Event "rated blitz game"] [Site "https://lichess.org/A9rJMSzm"] [Date "2023.01.12"] [Round "-"] [White "sakerlasker"] [Black "anschewski"] [Result "0-1"] [GameId "A9rJMSzm"] [UTCDate "2023.01.12"] [UTCTime "21:56:25"] [WhiteElo "2041"] [BlackElo "2085"] [WhiteRatingDiff "-5"] [BlackRatingDiff "+5"] [Variant "Standard"...

h4f2 h5h4 d5c6 h4h3 d4d5 h3h2 d5d6 h2h1q

1. e4 c6 2. d4 d5 3. exd5 cxd5 4. c4 Nf6 5. Nc3 Nc6 6. Nf3 Bg4 7. cxd5 Nxd5 8. Bb5 Bxf3 9. Qxf3 e6 10. Nxd5 Qxd5 11. Qxd5 exd5 12. O-O Bd6 13. Re1+ Kd7 14. Bg5 Rhe8 15. Be3 a6 16. Bxc6+ Kxc6 17. Rec1+ Kd7 18. Rc2 Rac8 19. Rac1 Rxc2 20. Rxc2 Rc8 21. Rxc8 Kxc8 22. Kf1 Kd7 23. g3 f5 24. f4 h5 25. h4 Kc6 26. Ke2 Kb5 27. Kd...

Pe2e4 Pc7c6 Pd2d4 Pd7d5 Pe4xd5 Pc6xd5 Pc2c4 Ng8f6 Nb1c3 Nb8c6 Ng1f3 Bc8g4 Pc4xd5 Nf6xd5 Bf1b5 Bg4xf3 Qd1xf3 Pe7e6 Nc3xd5 Qd8xd5 Qf3xd5 Pe6xd5 O-O Bf8d6 Rf1e1+ Ke8d7 Bc1g5 Rh8e8 Bg5e3 Pa7a6 Bb5xc6+ Kd7xc6 Re1c1+ Kc6d7 Rc1c2 Ra8c8 Ra1c1 Rc8xc2 Rc1xc2 Re8c8 Rc2xc8 Kd7xc8 Kg1f1 Kc8d7 Pg2g3 Pf7f5 Pf2f4 Ph7h5 Ph2h4 Kd7c6 Kf1...

[ 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 8, 44, 73, 37, 8, 30, 73, 37, 8, 26, 28, 7, 64, 54, 7, 17, 27, 7, 24, 30, 7, 57, 51, 6, 32, 60, 8, 28, 73, 37, 7, 54, 73, 37, 6, 49, 21, 6, 60, 73, 51, 4, 33, ...

387

h5h4

h4

h4f2

Bf2

[ "Kd5c6", "Pd4d5", "Pd5d6" ]

{"ground_truth": "['h5h4', 'h4h3', 'h3h2', 'h2h1q']", "style": "rule"}

11

16

504

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ph5h4 Kd5c5 Ph4h3 Pd4d5 Ph3h2 Pd5d6 Ph2", "Kg4f4 Kd5e6 Kf4e4 Pd4d5 Ph5h4 Bf2xh4 P", "Ph5h4 Kd5e4 Ph4h3 Pd4d5 Kg4g5 Pd5d6 Kg5", "Ph5h4 Bf2g1 Ph4h3 Kd5e4 Ph3h2 Bg1xh2 P", "Ph5h4 Pd2d3 Ph4h3 Pd3d4 Ph3h2", "Kg4h3 Kd5e4 Ph5h4 Pd4d5", "Kg4g5 Kd5e4 Ph5h4 Ke4xf3 Kg5f5 Bf2xh4", "Ph5h4 Bf2g1 Ph4h3 Kd5e4 Pf3f2 ...

[ "Ph5h4", "Kg4f4", "Ph5h4", "Ph5h4", "Ph5h4", "Kg4h3", "Kg4g5", "Ph5h4", "Ph5h4", "Ph5h4", "Ph5h4", "Kg4h3", "Ph5h4", "Kg4h3", "Kg4h3", "Kg4h3" ]

[ "h5h4", "g4f4", "h5h4", "h5h4", "h5h4", "g4h3", "g4g5", "h5h4", "h5h4", "h5h4", "h5h4", "g4h3", "h5h4", "g4h3", "g4h3", "g4h3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, true, true, true, false, false, true, true, true, true, false, true, false, false, false ]

16

9

0.5625

0.980769

1

test_B1

lt_2400

1,191

0W5q4

1r1q1rk1/1bp2pp1/p1np3p/1p1B4/3bP3/P6P/1P3PPN/R1BQ1RK1 w - - 0 16

https://lichess.org/lFy3mW7L/black#30

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "i", "n", "t", "e", "r", "m", "e", "z", "z", "o", " ", "o", "p", "e", "n", "i", "n", "...

[Event "rated rapid game"] [Site "https://lichess.org/lFy3mW7L"] [Date "2021.03.23"] [Round "-"] [White "inadani"] [Black "WALIDr"] [Result "1-0"] [GameId "lFy3mW7L"] [UTCDate "2021.03.23"] [UTCTime "00:37:17"] [WhiteElo "1948"] [BlackElo "1834"] [WhiteRatingDiff "+79"] [BlackRatingDiff "-4"] [Variant "Standard"] [Time...

b6d4 d5c6 b7c6 d1d4

1. e4 e5 2. Nf3 Nc6 3. Bc4 Bc5 4. Nc3 d6 5. d3 Nf6 6. h3 h6 7. a3 a6 8. Ba2 b5 9. Nd5 Nxd5 10. Bxd5 Bb7 11. c3 O-O 12. O-O Rb8 13. d4 exd4 14. cxd4 Bb6 15. Nh2 Bxd4

Pe2e4 Pe7e5 Ng1f3 Nb8c6 Bf1c4 Bf8c5 Nb1c3 Pd7d6 Pd2d3 Ng8f6 Ph2h3 Ph7h6 Pa2a3 Pa7a6 Bc4a2 Pb7b5 Nc3d5 Nf6xd5 Ba2xd5 Bc8b7 Pc2c3 O-O O-O Ra8b8 Pd3d4 Pe5xd4 Pc3xd4 Bc5b6 Nf3h2 Bb6xd4

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 6, 56, 29, 7, 17, 27, 8, 39, 38, 8, 34, 35, 7, 64, 54, 8, 66, 67, 8, 71, 70, 8, 10, 11, 8, 15, 14, 6, 28, 10, 8, 23, 21, 7, 27, 37, 7, 54, 73, 37, ...

92

d5c6

Bxc6

b6d4

Bxd4

[ "Bb7xc6" ]

{"ground_truth": "['d5c6', 'd1d4']", "style": "rule"}

2

33

108

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 6, 56, 29, 7, 17, 27, 8, 39, 38, 8, 34, 35, 7, 64, 54, 8, 66, 67, 8, 71, 70, 8, 10, 11, 8, 15, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qd1g4 Bd4f6 Bc1xh6 Nc6e5 Qg4g3 Bb7xd5", "Bd5xc6 Bd4xb2 Bc1xb2 Bb7xc6 Pf2f3 Q", "Nh2g4 Bd4e5 Bc1xh6 Pg7xh6 Ng4xh6+ K", "Bd5b3 Bd4e5 Nh2g4 Ph6h5 Ng4xe5 Nc6xe5", "Qd1g4 Bd4f6 Nh2f3 Nc6e5 Nf3xe5 Bf6xe5", "Nh2f3 Bd4b6 Nf3h2 Nc6e5 Kg1h1 Bb7xd5 P", "Nh2g4 Bd4e5 Ng4xh6+ Pg7xh6 Qd1g4+ K", "Qd1f3 Bd4a7 Nh2g4 N...

[ "Qd1g4", "Bd5xc6", "Nh2g4", "Bd5b3", "Qd1g4", "Nh2f3", "Nh2g4", "Qd1f3", "Pg2g3", "Qd1g4", "Nh2g4", "Bd5xc6", "Nh2g4", "Kg1h1", "Qd1g4", "Nh2f3" ]

[ "d1g4", "d5c6", "h2g4", "d5b3", "d1g4", "h2f3", "h2g4", "d1f3", "g2g3", "d1g4", "h2g4", "d5c6", "h2g4", "g1h1", "d1g4", "h2f3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, false, false, false, false, false, false, false, true, false, false, false, false ]

16

2

0.125

0.45

0.766667

1

test_B1

lt_2400

1,050

12RB0

1k5r/1P1rbp2/p1q1p3/3pPbPp/P2B1p1P/1QP5/1R3P2/4R1K1 w - - 0 35

https://lichess.org/ZyOH6dnN/black#68

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "l", "o", "n", "g", " ", "m", "a", "t", "e", "...

[Event "rated blitz game"] [Site "https://lichess.org/ZyOH6dnN"] [Date "2022.11.20"] [Round "-"] [White "bahram28854"] [Black "HV1978"] [Result "1-0"] [GameId "ZyOH6dnN"] [UTCDate "2022.11.20"] [UTCTime "21:48:58"] [WhiteElo "2232"] [BlackElo "2071"] [WhiteRatingDiff "+4"] [BlackRatingDiff "-4"] [Variant "Standard"] [T...

c7c6 d4a7 b8a7 b7b8q h8b8 b3b8

1. e4 c6 2. d4 d5 3. e5 Bf5 4. g4 Bd7 5. Bd3 e6 6. Nf3 c5 7. c3 Nc6 8. O-O h5 9. g5 g6 10. h4 Nge7 11. Be3 Nf5 12. Bxf5 gxf5 13. dxc5 Qc7 14. Bd4 Bg7 15. Re1 O-O-O 16. Na3 Na5 17. b4 Nc4 18. Qc1 a6 19. Nc2 Ba4 20. Na3 Kb8 21. Rb1 Rd7 22. b5 Nxa3 23. b6 Qc6 24. Qxa3 Bb5 25. Qb4 Bf8 26. a4 Bc4 27. Nd2 Bd3 28. Rb2 f4 29. ...

Pe2e4 Pc7c6 Pd2d4 Pd7d5 Pe4e5 Bc8f5 Pg2g4 Bf5d7 Bf1d3 Pe7e6 Ng1f3 Pc6c5 Pc2c3 Nb8c6 O-O Ph7h5 Pg4g5 Pg7g6 Ph2h4 Ng8e7 Bc1e3 Ne7f5 Bd3xf5 Pg6xf5 Pd4xc5 Qd8c7 Be3d4 Bf8g7 Rf1e1 O-O-O Nb1a3 Nc6a5 Pb2b4 Na5c4 Qd1c1 Pa7a6 Na3c2 Bd7a4 Nc2a3 Kc8b8 Ra1b1 Rd8d7 Pb4b5 Nc4xa3 Pb5b6 Qc7c6 Qc1xa3 Ba4b5 Qa3b4 Bg7f8 Pa2a4 Bb5c4 Nf3d2...

[ 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 8, 44, 45, 6, 32, 53, 8, 58, 60, 6, 53, 39, 6, 49, 35, 8, 47, 46, 7, 57, 51, 8, 30, 29, 8, 26, 27, 7, 24, 30, 77, 8, 71, 69, 8, 60, 61, 8, 63, 62, 8, 66, 68, ...

210

d4a7

Ba7+

c7c6

Qxc6

[ "Kb8xa7", "Rh8xb8" ]

{"ground_truth": "['d4a7', 'b7b8q', 'b3b8']", "style": "rule"}

7

30

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 8, 44, 45, 6, 32, 53, 8, 58, 60, 6, 53, 39, 6, 49, 35, 8, 47, 46, 7, 5...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, t...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rb2b4 Kb8xb7 Re1b1 Be7xb4 Qb3xb4+ K", "Pb7b8=Q+ Kb8a7 Qb3b7+ Qc6xb7 Rb2x", "Bd4b6 Bf5d3 Pa4a5 Bd3b5 Bb6c5 Qc6xc5 Q", "Qb3b6 Pa6a5 Qb6a7+ Kb8c7 Pb7b8=Q+ R", "Qb3b6 Qc6xb6 Rb2xb6 Be7d8 Rb6xa6 Bd8", "Pb7b8=Q+ Kb8a7 Bd4xa7 Rh8xb8 Ba7x", "Qb3b6 Qc6xb6 Rb2xb6 Rh8g8 Pf2f3 Bf5h3", "Pa4a5 Rd7xb7", "Pb7b8=Q+...

[ "Rb2b4", "Pb7b8=Q+", "Bd4b6", "Qb3b6", "Qb3b6", "Pb7b8=Q+", "Qb3b6", "Pa4a5", "Pb7b8=Q+", "Pb7b8=Q+", "Qb3b6", "Qb3b6", "Pb7b8=Q+", "Pb7b8=Q+", "Re1c1", "Re1b1" ]

[ "b2b4", "b7b8q", "d4b6", "b3b6", "b3b6", "b7b8q", "b3b6", "a4a5", "b7b8q", "b7b8q", "b3b6", "b3b6", "b7b8q", "b7b8q", "e1c1", "e1b1" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, true, false, true, true, false, false, true, true, false, false, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

9

0

test_B1

lt_2400

1,036

15u04

rn1qkb1r/pp1bpp1p/3p1np1/1BpN4/8/5N1P/PPPPQPP1/R1B1K2R w KQkq - 4 8

https://lichess.org/mj2fHRua/black#14

[ "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g", " ", "p", "i", "n", " ", "s", "m", "o", "t", "h", "e", "r", "e", "d", "M", "a", "t", "...

[Event "rated rapid game"] [Site "https://lichess.org/mj2fHRua"] [Date "2023.03.04"] [Round "-"] [White "K-N-M"] [Black "jsviana"] [Result "1-0"] [GameId "mj2fHRua"] [UTCDate "2023.03.04"] [UTCTime "16:57:29"] [WhiteElo "1945"] [BlackElo "1937"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-6"] [Variant "Standard"] [TimeCo...

e4f6 d5f6

1. e4 c5 2. Nf3 d6 3. h3 Nf6 4. Nc3 g6 5. Nd5 Nxe4 6. Bb5+ Bd7 7. Qe2 Nf6

Pe2e4 Pc7c5 Ng1f3 Pd7d6 Ph2h3 Ng8f6 Nb1c3 Pg7g6 Nc3d5 Nf6xe4 Bf1b5+ Bc8d7 Qd1e2 Ne4f6

[ 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 8, 39, 38, 8, 66, 67, 7, 64, 54, 7, 17, 27, 8, 63, 62, 7, 27, 37, 7, 54, 73, 44, 6, 49, 21, 75, 6, 32, 39, 4, 33, 42, 7, 44, 54 ]

45

d5f6

Nxf6#

e4f6

Nf6

[]

{"ground_truth": "['d5f6']", "style": "rule"}

0

29

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 8, 39, 38, 8, 66, 67, 7, 64, 54, 7, 17, 27, 8, 63, 62, 7, 27, 37, 7, 54, 73, 44, 6, 49, 21, 75, 6, 32, 3...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nd5xf6#", "Nd5xf6+ Pe7xf6 Nf3g5+ Bf8e7 Bb5xd7", "Bb5xd7+ Nb8xd7 Qe2b5 Pb7b6 Nd5xf6+", "Nd5xf6+ Pe7xf6 Bb5xd7+ Qd8xd7 O-O B", "Bb5xd7+ Nb8xd7 Nd5xf6+ Nd7xf6 Pd2", "Bb5xd7+ Qd8xd7 Nd5xf6+ Ke8d8 Nf6x", "Pd2d3 Nf6xd5 O-O Bf8g7 Pc2c3 Pa7a6 Bb5c4", "Nd5xf6#", "Nd5xf6#", "Nd5xf6#", "Nd5xf6+ Pe7xf6 Bb5...

[ "Nd5xf6#", "Nd5xf6+", "Bb5xd7+", "Nd5xf6+", "Bb5xd7+", "Bb5xd7+", "Pd2d3", "Nd5xf6#", "Nd5xf6#", "Nd5xf6#", "Nd5xf6+", "Bb5xd7+", "Bb5xd7+", "Nd5xf6#", "Bb5xd7+", "Nd5xf6#" ]

[ "d5f6", "d5f6", "b5d7", "d5f6", "b5d7", "b5d7", "d2d3", "d5f6", "d5f6", "d5f6", "d5f6", "b5d7", "b5d7", "d5f6", "b5d7", "d5f6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, false, true, false, false, false, true, true, true, true, false, false, true, false, true ]

16

9

0.5625

0.980769

1

test_B1

lt_2400

1,198

1Nf8G

8/2Kbkp2/8/1p1PP3/p5pp/P7/B6P/8 w - - 0 44

https://lichess.org/oOJuGeJR/black#86

[ "a", "t", "t", "a", "c", "k", "i", "n", "g", "F", "2", "F", "7", " ", "b", "i", "s", "h", "o", "p", "E", "n", "d", "g", "a", "m", "e", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "l", "e", "c", "t", "i", "...

[Event "rated blitz game"] [Site "https://lichess.org/oOJuGeJR"] [Date "2024.12.26"] [Round "-"] [White "notnotalexbates"] [Black "Cerisman"] [Result "1/2-1/2"] [GameId "oOJuGeJR"] [UTCDate "2024.12.26"] [UTCTime "01:15:51"] [WhiteElo "1562"] [BlackElo "1624"] [WhiteRatingDiff "+1"] [BlackRatingDiff "-1"] [Variant "Sta...

h5h4 d5d6 e7e8 a2f7 e8f7 c7d7

1. e4 e6 2. d4 d5 3. e5 c5 4. c3 Nc6 5. Nf3 cxd4 6. cxd4 Nge7 7. Bd3 Nf5 8. Be3 Bb4+ 9. Nc3 Qa5 10. Qc2 Nce7 11. O-O Bxc3 12. bxc3 O-O 13. Rab1 Rb8 14. c4 Bd7 15. Bd2 Qc7 16. cxd5 Qxc2 17. Bxc2 Nxd5 18. Rfc1 Rfc8 19. Bb3 Rxc1+ 20. Rxc1 Rc8 21. Rxc8+ Bxc8 22. g4 Nfe7 23. Nh4 a6 24. f4 b5 25. Kf2 Bb7 26. f5 exf5 27. Nxf5...

Pe2e4 Pe7e6 Pd2d4 Pd7d5 Pe4e5 Pc7c5 Pc2c3 Nb8c6 Ng1f3 Pc5xd4 Pc3xd4 Ng8e7 Bf1d3 Ne7f5 Bc1e3 Bf8b4+ Nb1c3 Qd8a5 Qd1c2 Nc6e7 O-O Bb4xc3 Pb2xc3 O-O Ra1b1 Ra8b8 Pc3c4 Bc8d7 Be3d2 Qa5c7 Pc4xd5 Qc7xc2 Bd3xc2 Ne7xd5 Rf1c1 Rf8c8 Bc2b3 Rc8xc1+ Rb1xc1 Rb8c8 Rc1xc8+ Bd7xc8 Pg2g4 Nf5e7 Nf3h4 Pa7a6 Pf2f4 Pb7b5 Kg1f2 Bc8b7 Pf4f5 Pe6...

[ 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 39, 37, 8, 44, 45, 8, 31, 29, 8, 26, 27, 7, 24, 30, 7, 57, 51, 8, 29, 73, 36, 8, 27, 73, 36, 7, 64, 47, 6, 49, 35, 7, 47, 53, 6, 25, 43, 6, 56, 20, 75, 7, 17, 27, 4, ...

277

d5d6

d6+

h5h4

h4

[ "Ke7e8", "Ke8xf7" ]

{"ground_truth": "['d5d6', 'a2f7', 'c7d7']", "style": "rule"}

9

0

311

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 39, 37, 8, 44, 45, 8, 31, 29, 8, 26, 27, 7, 24, 30, 7, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, tr...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Kc7b7 Pg4g3 Ba2b1 Pg3xh2 Bb1e4 Ph2h1 =", "Ba2b1 Pg4g3 Ph2xg3 Ph4xg3 Bb1e4 Pg3g2", "Pd5d6+ Ke7e6 Pe5e6 Pf7xe6 Ba2xe6 Pg4", "Pd5d6+ Ke7e8 Ba2d5 Pg4g3 Ph2h3 Pf7f5 K", "Pd5d6+ Ke7e8 Ba2d5 Pg4g3 Ph2xg3 Ph4x", "Pd5d6+ Ke7e6 Kc7b6 Ke6xe5 Kb6c7 Pg4g3", "Kc7b6 Ph4h3 Kb6c5 Pg4g3 Pe5e6 Pg3xh2 B", "Ba2b1 Pg4g3 P...

[ "Kc7b7", "Ba2b1", "Pd5d6+", "Pd5d6+", "Pd5d6+", "Pd5d6+", "Kc7b6", "Ba2b1", "Kc7b6", "Kc7b6", "Ba2b1", "Pd5d6+", "Kc7b6", "Pe5e6", "Pd5d6+", "Pd5d6+" ]

[ "c7b7", "a2b1", "d5d6", "d5d6", "d5d6", "d5d6", "c7b6", "a2b1", "c7b6", "c7b6", "a2b1", "d5d6", "c7b6", "e5e6", "d5d6", "d5d6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, true, true, false, false, false, false, false, true, false, false, true, true ]

16

7

0.4375

0.930769

0.999301

1

test_B1

lt_2400

811

0bv2D

r3kb1r/pp1q1pp1/2n5/2ppp2n/6P1/2NP2P1/PPP1PRB1/R1BQ2NK b kq - 0 12

https://lichess.org/5QMZ3R7E#23

[ "d", "o", "u", "b", "l", "e", "C", "h", "e", "c", "k", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "...

[Event "rated blitz game"] [Site "https://lichess.org/5QMZ3R7E"] [Date "2022.12.29"] [Round "-"] [White "vladimirukraine"] [Black "Algerian_champion"] [Result "0-1"] [GameId "5QMZ3R7E"] [UTCDate "2022.12.29"] [UTCTime "13:00:38"] [WhiteElo "1787"] [BlackElo "1845"] [WhiteRatingDiff "-5"] [BlackRatingDiff "+5"] [Variant...

h3g4 h5g3

1. g3 d5 2. Bg2 e5 3. Nc3 Nf6 4. d3 c5 5. Nf3 Nc6 6. O-O h5 7. Kh1 Bg4 8. Ng1 h4 9. h3 hxg3 10. fxg3 Qd7 11. Rf2 Nh5 12. hxg4

Pg2g3 Pd7d5 Bf1g2 Pe7e5 Nb1c3 Ng8f6 Pd2d3 Pc7c5 Ng1f3 Nb8c6 O-O Ph7h5 Kg1h1 Bc8g4 Nf3g1 Ph5h4 Ph2h3 Ph4xg3 Pf2xg3 Qd8d7 Rf1f2 Nf6h5 Ph3xg4

[ 0, 8, 58, 59, 8, 39, 37, 6, 49, 58, 8, 47, 45, 7, 17, 27, 7, 64, 54, 8, 34, 35, 8, 31, 29, 7, 57, 51, 7, 24, 30, 77, 8, 71, 69, 3, 57, 65, 6, 32, 60, 7, 51, 57, 8, 69, 68, 8, 66, 67, 8, 68, 73, 59, 8, 50, ...

71

h5g3

Nxg3#

h3g4

hxg4

[]

{"ground_truth": "['h5g3']", "style": "rule"}

1

36

84

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 58, 59, 8, 39, 37, 6, 49, 58, 8, 47, 45, 7, 17, 27, 7, 64, 54, 8, 34, 35, 8, 31, 29, 7, 57, 51, 7, 24, 30, 77, 8, 71, 69, 3, 57, 65, 6, 32, 60, 7, 51, 57, 8,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

84

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nh5xg3+ Kh1h2 Ng3f1+ Rf2xf1 Qd7xg4", "Pd5d4 Nc3e4 Nh5xg3+ Ne4xg3 Qd7xg4#", "Nh5xg3+ Kh1h2 Rh8xh1+ Bg2xh1 Qd7x", "Qd7xg4 Rf2f3 Pe5e4 Nc3xe4 Pd5xe4 Rf3", "Nh5xg3+ Kh1h2 Qd7xg4 Qd1e1 Pe5e4 Rf2", "Nh5xg3+ Kh1h2 Qd7xg4 Kh2g1 Bf8d6 Nc3", "Nh5xg3+ Kh1h2 Bf8d6 Pe2e4 O-O-O Bg2h3 Kc8", "Nh5xg3+ Kh1h2 Ng3f5+ Kh...

[ "Nh5xg3+", "Pd5d4", "Nh5xg3+", "Qd7xg4", "Nh5xg3+", "Nh5xg3+", "Nh5xg3+", "Nh5xg3+", "Qd7xg4", "Qd7xg4", "Nh5xg3+", "Nh5xg3+", "Nh5xg3+", "Bf8d6", "Nh5xg3+", "Nh5xg3+" ]

[ "h5g3", "d5d4", "h5g3", "d7g4", "h5g3", "h5g3", "h5g3", "h5g3", "d7g4", "d7g4", "h5g3", "h5g3", "h5g3", "f8d6", "h5g3", "h5g3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, true, false, true, true, true, true, false, false, true, true, true, false, true, true ]

16

11

0.6875

0.997253

1

test_B1

lt_2400

1,066

0oRgE

8/8/2p5/1p1kpRp1/1P4P1/2PK1P1r/8/8 b - - 0 45

https://lichess.org/0gI9v5Gr#89

[ "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "f", "o", "r", "k", " ", "r", "o", "o", "k", "E", "n", "d", "g", "a", "m", "e", " ", "...

[Event "rated rapid game"] [Site "https://lichess.org/0gI9v5Gr"] [Date "2023.02.22"] [Round "-"] [White "Gibb16"] [Black "Mamun8181"] [Result "1-0"] [GameId "0gI9v5Gr"] [UTCDate "2023.02.22"] [UTCTime "02:40:40"] [WhiteElo "2015"] [BlackElo "2095"] [WhiteRatingDiff "+7"] [BlackRatingDiff "-7"] [Variant "Standard"] [Tim...

f2f3 h3f3 f5f3 e5e4 d3e2 e4f3 e2f3 d5c4 f3e4 c4c3 e4f5 c3b4

1. e4 e6 2. d4 d5 3. Nd2 dxe4 4. Nxe4 Nf6 5. Bg5 Be7 6. Nxf6+ Bxf6 7. Bxf6 Qxf6 8. Nf3 O-O 9. Bd3 Nc6 10. c3 b6 11. O-O Bb7 12. Be4 Nd8 13. Qe2 Rb8 14. a4 Bxe4 15. Qxe4 Nb7 16. b4 Nd6 17. Qc6 Rfc8 18. Ne5 Qe7 19. a5 f6 20. Nf3 Qe8 21. Qxe8+ Rxe8 22. axb6 axb6 23. Ra7 Rec8 24. Rc1 Ra8 25. Raa1 Nc4 26. Kf1 Kf7 27. Ke2 h6...

Pe2e4 Pe7e6 Pd2d4 Pd7d5 Nb1d2 Pd5xe4 Nd2xe4 Ng8f6 Bc1g5 Bf8e7 Ne4xf6+ Be7xf6 Bg5xf6 Qd8xf6 Ng1f3 O-O Bf1d3 Nb8c6 Pc2c3 Pb7b6 O-O Bc8b7 Bd3e4 Nc6d8 Qd1e2 Ra8b8 Pa2a4 Bb7xe4 Qe2xe4 Nd8b7 Pb2b4 Nb7d6 Qe4c6 Rf8c8 Nf3e5 Qf6e7 Pa4a5 Pf7f6 Ne5f3 Qe7e8 Qc6xe8+ Rc8xe8 Pa5xb6 Pa7xb6 Ra1a7 Re8c8 Rf1c1 Rb8a8 Ra7a1 Nd6c4 Kg1f1 Kg8f...

[ 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 39, 37, 7, 17, 34, 8, 37, 73, 44, 7, 34, 73, 44, 7, 64, 54, 6, 25, 61, 6, 56, 47, 7, 44, 73, 54, 75, 6, 47, 73, 54, 6, 61, 73, 54, 4, 40, 73, 54, 7, 57, 51, 77, 6, 49,...

289

h3f3

Rxf3+

f2f3

f3

[ "Rf5xf3", "Kd3e2", "Ke2xf3", "Kf3e4", "Ke4f5" ]

{"ground_truth": "['h3f3', 'e5e4', 'e4f3', 'd5c4', 'c4c3', 'c3b4']", "style": "rule"}

9

47

311

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 39, 37, 7, 17, 34, 8, 37, 73, 44, 7, 34, 73, 44, 7, 64, 54, 6, 25, 61, 6, 56, 47, 7, 44, 73, 54...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rh3h1 Rf5xg5 Rh1d1+ Kd3e2 Rd1c1 Ke2d3", "Rh3g3 Kd3e2 Rg3g2+ Ke2e3 Rg2c2 Rf5xg5", "Kd5e6 Kd3e4 Rh3h1 Ke4d3 Rh1d1+ Kd3c2 R", "Rh3h1 Rf5xg5 Rh1f1 Kd3e2 Rf1c1 Rg5xe5", "Rh3g3 Kd3e3 Rg3g1 Rf5xg5 Rg1e1+ Ke3d3", "Rh3h2 Rf5xg5 Rh2b2 Rg5g6 Pe5e4+ Pf3x", "Rh3h8 Rf5xg5 Rh8a8 Rg5xe5+ Kd5xe5", "Rh3xf3+ Rf5xf3 Pe5...

[ "Rh3h1", "Rh3g3", "Kd5e6", "Rh3h1", "Rh3g3", "Rh3h2", "Rh3h8", "Rh3xf3+", "Rh3h1", "Rh3g3", "Rh3h2", "Rh3h1", "Rh3g3", "Kd5e6", "Rh3h1", "Kd5e6" ]

[ "h3h1", "h3g3", "d5e6", "h3h1", "h3g3", "h3h2", "h3h8", "h3f3", "h3h1", "h3g3", "h3h2", "h3h1", "h3g3", "d5e6", "h3h1", "d5e6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false ]

16

1

0.0625

0.25

0.5

1

test_B1

lt_2400

1,128

19JZA

2k1r2r/2n5/p1Q2p2/1pP2pq1/3P2P1/1P2R3/P4P1P/4R1K1 w - - 0 35

https://lichess.org/qePTGdE9/black#68

[ "k", "i", "l", "l", "B", "o", "x", "M", "a", "t", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "2", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "p", "i", "n", " ", "q", "u", "e", "e", "n", "...

[Event "Daily Rapid Arena"] [Site "https://lichess.org/qePTGdE9"] [Date "2016.12.04"] [Round "-"] [White "c0ll4r"] [Black "vrtek"] [Result "1-0"] [GameId "qePTGdE9"] [UTCDate "2016.12.04"] [UTCTime "19:45:02"] [WhiteElo "1962"] [BlackElo "2022"] [WhiteRatingDiff "+24"] [BlackRatingDiff "-14"] [WhiteBerserk "true"] [Var...

e6f5 e3e8 h8e8 e1e8

1. d4 Nf6 2. c4 e6 3. g3 d5 4. Nf3 Bb4+ 5. Bd2 Bxd2+ 6. Nbxd2 O-O 7. Bg2 c6 8. O-O Nbd7 9. Qc2 a6 10. Rfd1 b5 11. b3 Nb6 12. e4 dxe4 13. Nxe4 Nxe4 14. Qxe4 Qc7 15. Ne5 Bb7 16. c5 Nd5 17. Qh4 Bc8 18. Be4 g6 19. g4 Bd7 20. Rd3 f6 21. Rh3 Be8 22. Nxg6 Bxg6 23. Bxg6 Qg7 24. Bxh7+ Kf7 25. Re1 Rh8 26. Qh5+ Ke7 27. Qf5 Nc7 28...

Pd2d4 Ng8f6 Pc2c4 Pe7e6 Pg2g3 Pd7d5 Ng1f3 Bf8b4+ Bc1d2 Bb4xd2+ Nb1xd2 O-O Bf1g2 Pc7c6 O-O Nb8d7 Qd1c2 Pa7a6 Rf1d1 Pb7b5 Pb2b3 Nd7b6 Pe2e4 Pd5xe4 Nd2xe4 Nf6xe4 Qc2xe4 Qd8c7 Nf3e5 Bc8b7 Pc4c5 Nb6d5 Qe4h4 Bb7c8 Bg2e4 Pg7g6 Pg3g4 Bc8d7 Rd1d3 Pf7f6 Rd3h3 Bd7e8 Ne5xg6 Be8xg6 Be4xg6 Qc7g7 Bg6xh7+ Kg8f7 Ra1e1 Rf8h8 Qh4h5+ Kf7e...

[ 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 47, 46, 8, 58, 59, 8, 39, 37, 7, 57, 51, 6, 56, 20, 75, 6, 25, 34, 6, 20, 73, 34, 75, 7, 17, 73, 34, 77, 6, 49, 58, 8, 31, 30, 77, 7, 24, 39, 4, 33, 26, 8, 15, 14, 5, ...

218

e3e8

Rxe8+

e6f5

exf5

[ "Rh8xe8" ]

{"ground_truth": "['e3e8', 'e1e8']", "style": "rule"}

7

65

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 47, 46, 8, 58, 59, 8, 39, 37, 7, 57, 51, 6, 56, 20, 75, 6, 25, 34, 6, 20, 73, 34, 75, 7, 17, 73, 34, 77, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qc6a8+ Kc8d7 Qa8a7 Qg5xg4+ Kg1h1 Qg4", "Qc6xa6+ Kc8d8 Re3xe8+ Rh8xe8 Re1x", "Re3xe8+ Rh8xe8 Qc6xe8+ Kc8b7 Qe8d7", "Re3xe8+ Rh8xe8 Re1xe8+ Kc8d8 Qc6d6", "Re3xe8+ Nc7xe8 Qc6xe8+ Rh8xe8 Re1", "Qc6a8+ Nc7xa8 Re3xe8+ Qg5d8", "Qc6xf6 Qg5xf6 Re3xe8+ Nc7xe8 Re1x", "Qc6xe8+ Nc7xe8 Re3xe8+ Rh8xe8 Re1", "Re3x...

[ "Qc6a8+", "Qc6xa6+", "Re3xe8+", "Re3xe8+", "Re3xe8+", "Qc6a8+", "Qc6xf6", "Qc6xe8+", "Re3xe8+", "Re3xe8+", "Qc6xa6+", "Re3xe8+", "Qc6xc7+", "Qc6xa6+", "Re3xe8+", "Re3xe8+" ]

[ "c6a8", "c6a6", "e3e8", "e3e8", "e3e8", "c6a8", "c6f6", "c6e8", "e3e8", "e3e8", "c6a6", "e3e8", "c6c7", "c6a6", "e3e8", "e3e8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, true, false, false, false, true, true, false, true, false, false, true, true ]

16

8

0.5

0.961538

0.999922

1

test_B1

lt_2400

1,157

14rDk

7k/2qr1R1p/2p1n1pN/p3p1P1/1p2P3/P1N1P3/1PPr4/1K3R2 w - - 0 27

https://lichess.org/OW7cDHOS/black#52

[ "h", "o", "o", "k", "M", "a", "t", "e", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "l", "o", "n", "g", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "3", " ", "m", "i", "d", "...

[Event "rated blitz game"] [Site "https://lichess.org/OW7cDHOS"] [Date "2023.12.03"] [Round "-"] [White "hamidrezasotoudeh"] [Black "valera1977"] [Result "1-0"] [GameId "OW7cDHOS"] [UTCDate "2023.12.03"] [UTCTime "15:41:16"] [WhiteElo "2096"] [BlackElo "2126"] [WhiteRatingDiff "+7"] [BlackRatingDiff "-7"] [Variant "Sta...

b5b4 f7f8 e6f8 f1f8 h8g7 f8g8

1. e4 e5 2. Nf3 d6 3. Bc4 Be7 4. d4 Nd7 5. dxe5 dxe5 6. Nc3 c6 7. Be3 Ngf6 8. Qd2 O-O 9. O-O-O Qc7 10. Bg5 Rd8 11. Qe3 Nf8 12. Nh4 Be6 13. Bxe6 Nxe6 14. Bxf6 Bxf6 15. Nf5 Bg5 16. Kb1 Bxe3 17. fxe3 f6 18. Rdf1 Rd2 19. g4 Rad8 20. h4 b5 21. a3 a5 22. g5 fxg5 23. hxg5 g6 24. Nh6+ Kh8 25. Rf7 R8d7 26. Rhf1 b4

Pe2e4 Pe7e5 Ng1f3 Pd7d6 Bf1c4 Bf8e7 Pd2d4 Nb8d7 Pd4xe5 Pd6xe5 Nb1c3 Pc7c6 Bc1e3 Ng8f6 Qd1d2 O-O O-O-O Qd8c7 Be3g5 Rf8d8 Qd2e3 Nd7f8 Nf3h4 Bc8e6 Bc4xe6 Nf8xe6 Bg5xf6 Be7xf6 Nh4f5 Bf6g5 Kc1b1 Bg5xe3 Pf2xe3 Pf7f6 Rd1f1 Rd8d2 Pg2g4 Ra8d8 Ph2h4 Pb7b5 Pa2a3 Pa7a5 Pg4g5 Pf6xg5 Ph4xg5 Pg7g6 Nf5h6+ Kg8h8 Rf1f7 Rd8d7 Rh1f1 Pb5b4

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 8, 39, 38, 6, 49, 28, 6, 56, 47, 8, 34, 36, 7, 24, 39, 8, 36, 73, 45, 8, 38, 73, 45, 7, 17, 27, 8, 31, 30, 6, 25, 43, 7, 64, 54, 4, 33, 34, 77, 78, 4, 40, 31, 6, 43, 61, ...

164

f7f8

Rf8+

b5b4

b4

[ "Ne6xf8", "Kh8g7" ]

{"ground_truth": "['f7f8', 'f1f8', 'f8g8']", "style": "rule"}

5

57

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 8, 39, 38, 6, 49, 28, 6, 56, 47, 8, 34, 36, 7, 24, 39, 8, 36, 73, 45, 8, 38, 73, 45, 7, 17, 27, 8, 31, 30, 6, 25, 43, 7, 64, 54, 4, 33, 34, ...

[ false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pa3xb4 Pa5xb4 Nc3a4 Qc7d6 Pb2b3 Ne6x", "Pa3xb4 Pa5xb4 Nc3a4 Rd7xf7 Rf1xf7 Q", "Rf7f8+ Ne6xf8 Rf1xf8+ Kh8g7 Rf8g8#", "Nc3e2 Rd2xe2 Rf7xd7 Qc7xd7 Nh6f7+ K", "Rf7f8+ Ne6xf8 Rf1xf8+ Kh8g7 Rf8g8#", "Nc3d5 Pc6xd5 Rf7f8+ Ne6xf8 Rf1xf8+", "Pa3xb4 Pa5xb4 Rf7f8+ Ne6xf8 Rf1xf8", "Rf7f8+ Ne6xf8 Rf1xf8+ Kh8g7 Rf8...

[ "Pa3xb4", "Pa3xb4", "Rf7f8+", "Nc3e2", "Rf7f8+", "Nc3d5", "Pa3xb4", "Rf7f8+", "Pa3xb4", "Nc3a4", "Rf7f8+", "Rf7f8+", "Pa3xb4", "Nc3a2", "Nc3a2", "Nh6g4" ]

[ "a3b4", "a3b4", "f7f8", "c3e2", "f7f8", "c3d5", "a3b4", "f7f8", "a3b4", "c3a4", "f7f8", "f7f8", "a3b4", "c3a2", "c3a2", "h6g4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, false, true, false, false, true, false, false, true, true, false, false, false, false ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

1,080

0m0oG

r1b1kb1r/pp1pqp1p/2p5/4n1p1/2P5/1PN4P/P2BPPP1/R2QKB1R b KQkq - 1 10

https://lichess.org/QCYdhOTe#19

[ "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g", " ", "p", "i", "n", " ", "s", "m", "o", "t", "h", "e", "r", "e", "d", "M", "a", "t", "...

[Event "≤2000 Rapid Arena"] [Site "https://lichess.org/QCYdhOTe"] [Date "2022.06.09"] [Round "-"] [White "Afeezium"] [Black "Kingthuqz"] [Result "0-1"] [GameId "QCYdhOTe"] [UTCDate "2022.06.09"] [UTCTime "14:54:23"] [WhiteElo "1763"] [BlackElo "1904"] [WhiteRatingDiff "-8"] [BlackRatingDiff "+3"] [Variant "Standard"] [...

f4d2 e5d3

1. d4 Nf6 2. c4 e5 3. dxe5 Ng4 4. Nf3 Nc6 5. Bf4 Qe7 6. h3 Ngxe5 7. Nxe5 Nxe5 8. b3 c6 9. Nc3 g5 10. Bd2

Pd2d4 Ng8f6 Pc2c4 Pe7e5 Pd4xe5 Nf6g4 Ng1f3 Nb8c6 Bc1f4 Qd8e7 Ph2h3 Ng4xe5 Nf3xe5 Nc6xe5 Pb2b3 Pc7c6 Nb1c3 Pg7g5 Bf4d2

[ 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 47, 45, 8, 36, 73, 45, 7, 54, 60, 7, 57, 51, 7, 24, 30, 6, 25, 52, 4, 40, 47, 8, 66, 67, 7, 60, 73, 45, 7, 51, 73, 45, 7, 30, 73, 45, 8, 18, 19, 8, 31, 30, 7, 17, 27, ...

62

e5d3

Nd3#

f4d2

Bd2

[]

{"ground_truth": "['e5d3']", "style": "rule"}

0

111

65

[ 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 47, 45, 8, 36, 73, 45, 7, 54, 60, 7, 57, 51, 7, 24, 30, 6, 25, 52, 4, 40, 47, 8, 66, 67, 7, 60, 73, 45, 7, 51, 73, 45, 7, 30, 73, 45, 8, 18, 19, 8, 31, 30, ...

[ false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Bf8g7 Qd1c2 Pd7d5 Pe2e3 O-O Bf1e2 Bc8e6 O-O", "Bf8g7 Pe2e4 Pd7d6 Ra1c1 Bc8e6 Bf1e2 O-O-O B", "Bf8g7 Pe2e3 Pd7d5 Nc3a4 Ne5xc4 Na4c5 N", "Bf8g7 Pe2e4 O-O Bf1e2 Pa7a5 O-O Ne5g6 Be2h5", "Bf8g7 Qd1c2 Pd7d6 Pe2e3 Bc8e6 Bf1e2 Ra8", "Bf8g7 Bd2e3 Pf7f5 Qd1c2 Pd7d6 Pa2a3 Ne5", "Bf8g7 Pe2e3 Pd7d6 Ra1c1 Pf7f5 Nc3a...

[ "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7", "Bf8g7" ]

[ "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7", "f8g7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

0

test_B1

lt_2400

922

0TXvG

r2qk2r/p2b2b1/2pp1pp1/4pn2/7Q/2P1B3/PP2PPP1/RN2KB1R w KQkq - 2 14

https://lichess.org/T6THXWIU/black#26

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "l", "o", "n", "g", " ", "m", "a", "s", "t", "e", "r", " ", "o", "p", "e", "n", "i", "n", "g", " ", "s", "k", "e", "...

[Event "rated blitz game"] [Site "https://lichess.org/T6THXWIU"] [Date "2021.05.30"] [Round "-"] [White "EnDsOnLiMaRR"] [Black "Pew8"] [Result "1-0"] [GameId "T6THXWIU"] [UTCDate "2021.05.30"] [UTCTime "21:35:47"] [WhiteElo "2310"] [BlackElo "2186"] [WhiteRatingDiff "+4"] [BlackRatingDiff "-3"] [WhiteTitle "CM"] [Varia...

h6f5 h4h8 g7h8 h1h8 e8e7 h8d8

1. d4 g6 2. Nf3 Bg7 3. h4 c5 4. Be3 Nc6 5. c3 cxd4 6. Nxd4 d6 7. h5 Nh6 8. hxg6 hxg6 9. Nxc6 bxc6 10. Qa4 Bd7 11. Qh4 e5 12. Bg5 f6 13. Be3 Nf5

Pd2d4 Pg7g6 Ng1f3 Bf8g7 Ph2h4 Pc7c5 Bc1e3 Nb8c6 Pc2c3 Pc5xd4 Nf3xd4 Pd7d6 Ph4h5 Ng8h6 Ph5xg6 Ph7xg6 Nd4xc6 Pb7xc6 Qd1a4 Bc8d7 Qa4h4 Pe7e5 Be3g5 Pf7f6 Bg5e3 Nh6f5

[ 0, 8, 34, 36, 8, 63, 62, 7, 57, 51, 6, 56, 63, 8, 66, 68, 8, 31, 29, 6, 25, 43, 7, 24, 30, 8, 26, 27, 8, 29, 73, 36, 7, 51, 73, 36, 8, 39, 38, 8, 68, 69, 7, 64, 70, 8, 69, 73, 62, 8, 71, 73, 62, 7, 36, 73, ...

85

h4h8

Qxh8+

h6f5

Nf5

[ "Bg7xh8", "Ke8e7" ]

{"ground_truth": "['h4h8', 'h1h8', 'h8d8']", "style": "rule"}

2

108

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 63, 62, 7, 57, 51, 6, 56, 63, 8, 66, 68, 8, 31, 29, 6, 25, 43, 7, 24, 30, 8, 26, 27, 8, 29, 73, 36, 7, 51, 73, 36,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qh4c4 Nf5xe3 Pf2xe3 Pf6f5 Pg2g4 Qd8h4", "Qh4xh8+ Bg7xh8 Pg2g4 Nf5xe3 Pf2xe3", "Qh4g4 Nf5xe3 Qg4xg6+ Ke8f8 Rh1h7 Rh8", "Qh4g4 Rh8xh1 Qg4xg6+ Ke8f8 Qg6xf5 Q", "Be3xa7 Nf5xh4 Ba7d4 Pc6c5 Bd4e3 Nh4f5", "Qh4g4 Pd6d5 Be3c5 Rh8h4 Qg4xg6+ Ke8f8", "Qh4xh8+ Bg7xh8 Rh1xh8+ Ke8e7 Rh8x", "Qh4e4 Rh8xh1 Pg2g4 Pd6d5...

[ "Qh4c4", "Qh4xh8+", "Qh4g4", "Qh4g4", "Be3xa7", "Qh4g4", "Qh4xh8+", "Qh4e4", "Be3g5", "Qh4g4", "Qh4xh8+", "Qh4xh8+", "Qh4e4", "Qh4g4", "Qh4e4", "Qh4xh8+" ]

[ "h4c4", "h4h8", "h4g4", "h4g4", "e3a7", "h4g4", "h4h8", "h4e4", "e3g5", "h4g4", "h4h8", "h4h8", "h4e4", "h4g4", "h4e4", "h4h8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, false, false, true, false, false, false, true, true, false, false, false, true ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

874

0hL8c

8/8/8/8/1Kpk4/2P5/8/8 b - - 0 45

https://lichess.org/8W9t534L#89

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "e", "n", "s", "i", "v", "e", "M", "o", "v", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "p", "a", "w", "n", "E", "n", "d", "g", "a", "m", "e", " ", "s", "h", "...

[Event "rated rapid game"] [Site "https://lichess.org/8W9t534L"] [Date "2024.07.13"] [Round "-"] [White "anikhtos"] [Black "FX-khaled"] [Result "1/2-1/2"] [GameId "8W9t534L"] [UTCDate "2024.07.13"] [UTCTime "12:29:23"] [WhiteElo "1878"] [BlackElo "1783"] [WhiteRatingDiff "-1"] [BlackRatingDiff "+2"] [Variant "Standard"...

c2c3 d4d3 b4c5 d3c3

1. d4 d6 2. e4 Nf6 3. Nc3 g6 4. h4 Bg7 5. Be2 Nc6 6. h5 gxh5 7. Bxh5 Nxh5 8. d5 Nd4 9. Rxh5 e6 10. Nf3 Nxf3+ 11. Qxf3 Qf6 12. dxe6 Bxe6 13. Qxf6 Bxf6 14. Bg5 Bxg5 15. Rxg5 O-O-O 16. O-O-O Rdg8 17. Rxg8+ Rxg8 18. Rg1 h5 19. Ne2 h4 20. Nf4 Rg4 21. Nxe6 fxe6 22. f3 Rg3 23. Rh1 Rxg2 24. Rxh4 Rg3 25. Rf4 e5 26. Rf7 a6 27. K...

Pd2d4 Pd7d6 Pe2e4 Ng8f6 Nb1c3 Pg7g6 Ph2h4 Bf8g7 Bf1e2 Nb8c6 Ph4h5 Pg6xh5 Be2xh5 Nf6xh5 Pd4d5 Nc6d4 Rh1xh5 Pe7e6 Ng1f3 Nd4xf3+ Qd1xf3 Qd8f6 Pd5xe6 Bc8xe6 Qf3xf6 Bg7xf6 Bc1g5 Bf6xg5 Rh5xg5 O-O-O O-O-O Rd8g8 Rg5xg8+ Rh8xg8 Rd1g1 Ph7h5 Nc3e2 Ph5h4 Ne2f4 Rg8g4 Nf4xe6 Pf7xe6 Pf2f3 Rg4g3 Rg1h1 Rg3xg2 Rh1xh4 Rg2g3 Rh4f4 Pe6e5 ...

[ 0, 8, 34, 36, 8, 39, 38, 8, 42, 44, 7, 64, 54, 7, 17, 27, 8, 63, 62, 8, 66, 68, 6, 56, 63, 6, 49, 42, 7, 24, 30, 8, 68, 69, 8, 62, 73, 69, 6, 42, 73, 69, 7, 54, 73, 69, 8, 36, 37, 7, 30, 36, 5, 65, 73, 69, ...

298

d4d3

Kd3

c2c3

c3+

[ "Kb4c5" ]

{"ground_truth": "['d4d3', 'd3c3']", "style": "rule"}

9

80

311

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 38, 8, 42, 44, 7, 64, 54, 7, 17, 27, 8, 63, 62, 8, 66, 68, 6, 56, 63, 6, 49, 42, 7, 24, 30, 8, 68, 69, 8, 62, 73, 69, 6, 42, 73, 69, 7, 54, 73...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Kd4d5 Kb4b5 Kd5e4 Kb5xc4 Ke4e5 Kc4c5 K", "Kd4d5 Kb4b5 Kd5d6 Kb5b6 Kd6d5 Kb6b5 Kd5", "Kd4d3 Kb4b5 Kd3xc3 Kb5c6 Kc3d3 Kc6d5 P", "Kd4d3 Kb4b5 Kd3xc3 Kb5c6 Kc3b3 Kc6d5 P", "Kd4d5 Kb4b5 Kd5e4 Kb5xc4 Ke4e5 Kc4c5 K", "Kd4d3 Kb4a4 Kd3xc3 Ka4a3 Kc3c2 Ka3a2 P", "Kd4d3 Kb4a4 Kd3xc3 Ka4a3 Kc3d3 Ka3b2 K", "Kd4d3"...

[ "Kd4d5", "Kd4d5", "Kd4d3", "Kd4d3", "Kd4d5", "Kd4d3", "Kd4d3", "Kd4d3", "Kd4d3", "Kd4d3", "Kd4d3", "Kd4d5", "Kd4d3", "Kd4d3", "Kd4d3", "Kd4d3" ]

[ "d4d5", "d4d5", "d4d3", "d4d3", "d4d5", "d4d3", "d4d3", "d4d3", "d4d3", "d4d3", "d4d3", "d4d5", "d4d3", "d4d3", "d4d3", "d4d3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, true, false, true, true, true, true, true, true, false, true, true, true, true ]

16

12

0.75

0.999451

1

test_B1

lt_2400

1,038

3uMtb

8/8/p7/1p6/1k1PK1p1/6P1/8/8 w - - 0 72

https://lichess.org/SXhXflAw/black#142

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "e", "n", "s", "i", "v", "e", "M", "o", "v", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "p", "...

[Event "rated blitz game"] [Site "https://lichess.org/SXhXflAw"] [Date "2023.09.23"] [Round "-"] [White "Isembold"] [Black "thatchesslifetho"] [Result "1-0"] [GameId "SXhXflAw"] [UTCDate "2023.09.23"] [UTCTime "19:00:29"] [WhiteElo "1561"] [BlackElo "1561"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-5"] [Variant "Standa...

c4b4 d4d5 b4c5 e4e5 a6a5 d5d6 c5c6 e5e6 a5a4 d6d7 c6c7 e6e7

1. d4 Nf6 2. c4 g6 3. g3 Bg7 4. Bg2 O-O 5. e3 c6 6. Ne2 d6 7. Nbc3 Nbd7 8. Bd2 a6 9. O-O e5 10. Rc1 Qe7 11. dxe5 Nxe5 12. b3 Nd3 13. Rb1 Nc5 14. Nc1 Bf5 15. Ra1 Rad8 16. b4 Ne6 17. a3 Nc7 18. Re1 Qe6 19. Bf1 d5 20. cxd5 Nfxd5 21. Qb3 Bg4 22. Rb1 Qc8 23. Nxd5 Nxd5 24. Nd3 Rfe8 25. Rbc1 Bf5 26. Nc5 Bg4 27. Bg2 b6 28. Ne4...

Pd2d4 Ng8f6 Pc2c4 Pg7g6 Pg2g3 Bf8g7 Bf1g2 O-O Pe2e3 Pc7c6 Ng1e2 Pd7d6 Nb1c3 Nb8d7 Bc1d2 Pa7a6 O-O Pe7e5 Ra1c1 Qd8e7 Pd4xe5 Nd7xe5 Pb2b3 Ne5d3 Rc1b1 Nd3c5 Ne2c1 Bc8f5 Rb1a1 Ra8d8 Pb3b4 Nc5e6 Pa2a3 Ne6c7 Rf1e1 Qe7e6 Bg2f1 Pd6d5 Pc4xd5 Nf6xd5 Qd1b3 Bf5g4 Ra1b1 Qe6c8 Nc3xd5 Nc7xd5 Nc1d3 Rf8e8 Rb1c1 Bg4f5 Nd3c5 Bf5g4 Bf1g2 ...

[ 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 63, 62, 8, 58, 59, 6, 56, 63, 6, 49, 58, 77, 8, 42, 43, 8, 31, 30, 7, 57, 42, 8, 39, 38, 7, 17, 27, 7, 24, 39, 6, 25, 34, 8, 15, 14, 77, 8, 47, 45, 5, 9, 25, 4, 40, ...

448

d4d5

d5

c4b4

Kxb4

[ "Kb4c5", "Pa6a5", "Kc5c6", "Pa5a4", "Kc6c7" ]

{"ground_truth": "['d4d5', 'e4e5', 'd5d6', 'e5e6', 'd6d7', 'e6e7']", "style": "rule"}

11

57

504

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ke4e3 Kb4c3 Pd4d5 Pb5b4 Pd5d6 Pb4b3 Pd6", "Ke4f4 Kb4c3 Kf4xg4 Pb5b4 Kg4f5 Pb4b3 P", "Ke4f5 Kb4c4 Kf5xg4 Kc4d3", "Ke4e5 Kb4c4 Pd4d5 Pb5b4 Pd5d6 Pb4b3 Pd6", "Pd4d5 Pa4a3 Pd5d6 Pa3a2 Pd6d7 Pa2a1=Q", "Ke4f5 Pg4g3 Pd4d5 Kb4c5 Pd5d6 Kc5xd6 K", "Ke4e5 Kb4c4 Pd4d5 Pb5b4 Pd5d6 Pb4b3 Pd6", "Ke4f4 Kb4c3 Kf4xg4 ...

[ "Ke4e3", "Ke4f4", "Ke4f5", "Ke4e5", "Pd4d5", "Ke4f5", "Ke4e5", "Ke4f4", "Ke4f5", "Ke4f4", "Ke4f4", "Ke4f4", "Ke4f4", "Ke4f5", "Ke4e5", "Pd4d5" ]

[ "e4e3", "e4f4", "e4f5", "e4e5", "d4d5", "e4f5", "e4e5", "e4f4", "e4f5", "e4f4", "e4f4", "e4f4", "e4f4", "e4f5", "e4e5", "d4d5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, true ]

16

2

0.125

0.45

0.766667

1

test_B1

lt_2400

875

0SGDa

8/2RP4/4bkpp/3B1p2/8/6P1/4rb1P/5N1K b - - 0 39

https://lichess.org/DUiQwqNt#77

[ "d", "o", "u", "b", "l", "e", "B", "i", "s", "h", "o", "p", "M", "a", "t", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "m", "a", "s", "t", "e", "r", " ", "...

[Event "rated blitz game"] [Site "https://lichess.org/DUiQwqNt"] [Date "2022.02.23"] [Round "-"] [White "Elretirado"] [Black "frankiejay"] [Result "0-1"] [GameId "DUiQwqNt"] [UTCDate "2022.02.23"] [UTCTime "20:47:40"] [WhiteElo "2348"] [BlackElo "2465"] [WhiteRatingDiff "-4"] [BlackRatingDiff "+4"] [BlackTitle "NM"] [V...

d6d7 e6d5

1. c4 Nf6 2. Nc3 e5 3. g3 Nc6 4. Bg2 g6 5. d3 Bg7 6. Nf3 O-O 7. O-O d6 8. Bg5 h6 9. Bxf6 Bxf6 10. Nd5 Bg7 11. a3 Ne7 12. Nd2 c6 13. Nxe7+ Qxe7 14. Qc2 f5 15. Rac1 Be6 16. b4 a6 17. Rb1 Rac8 18. Qa4 d5 19. b5 axb5 20. cxb5 Ra8 21. Qb4 Qxb4 22. Rxb4 Rxa3 23. bxc6 bxc6 24. Rb6 Rc3 25. Ra1 e4 26. Rab1 Rc2 27. Nf1 Rxe2 28. ...

Pc2c4 Ng8f6 Nb1c3 Pe7e5 Pg2g3 Nb8c6 Bf1g2 Pg7g6 Pd2d3 Bf8g7 Ng1f3 O-O O-O Pd7d6 Bc1g5 Ph7h6 Bg5xf6 Bg7xf6 Nc3d5 Bf6g7 Pa2a3 Nc6e7 Nf3d2 Pc7c6 Nd5xe7+ Qd8xe7 Qd1c2 Pf7f5 Ra1c1 Bc8e6 Pb2b4 Pa7a6 Rc1b1 Ra8c8 Qc2a4 Pd6d5 Pb4b5 Pa6xb5 Pc4xb5 Rc8a8 Qa4b4 Qe7xb4 Rb1xb4 Ra8xa3 Pb5xc6 Pb7xc6 Rb4b6 Ra3c3 Rf1a1 Pe5e4 Ra1b1 Rc3c2 ...

[ 0, 8, 26, 28, 7, 64, 54, 7, 17, 27, 8, 47, 45, 8, 58, 59, 7, 24, 30, 6, 49, 58, 8, 63, 62, 8, 34, 35, 6, 56, 63, 7, 57, 51, 77, 77, 8, 39, 38, 6, 25, 61, 8, 71, 70, 6, 61, 73, 54, 6, 63, 73, 54, 7, 27, 37, ...

249

e6d5

Bxd5#

d6d7

d7

[]

{"ground_truth": "['e6d5']", "style": "rule"}

8

44

276

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 26, 28, 7, 64, 54, 7, 17, 27, 8, 47, 45, 8, 58, 59, 7, 24, 30, 6, 49, 58, 8, 63, 62, 8, 34, 35, 6, 56, 63, 7, 5...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, t...

[]

276

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Re2e1 Bd5xe6 Kf6xe6 Pd7d8=Q", "Be6xd5+ Kh1g1 Bd5e6 Rc7c6 Re2e1 Kg1g2", "Be6xd5+", "Be6xd5+", "Bf2d4 Bd5xe6 Kf6xe6 Rc7c6+ Ke6xd7 R", "Be6xd5+", "Re2e1 Kh1g2 Bf2b6 Rc7c6 Re1e4 Rc6xe6+", "Bf2b6 Pd7d8=Q+ Bb6xd8 Rc7c6 Kf6e5 B", "Bf2b6 Rc7c6", "Be6xd7 Rc7xd7 Re2e1 Bd5g2 Re1e2 Ph2h4", "Be6xd7 Rc7xd7 B...

[ "Re2e1", "Be6xd5+", "Be6xd5+", "Be6xd5+", "Bf2d4", "Be6xd5+", "Re2e1", "Bf2b6", "Bf2b6", "Be6xd7", "Be6xd7", "Re2e1", "Be6xd5+", "Be6xd5+", "Be6xd7", "Be6xd5+" ]

[ "e2e1", "e6d5", "e6d5", "e6d5", "f2d4", "e6d5", "e2e1", "f2b6", "f2b6", "e6d7", "e6d7", "e2e1", "e6d5", "e6d5", "e6d7", "e6d5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, true, true, false, true, false, false, false, false, false, false, true, true, false, true ]

16

7

0.4375

0.930769

0.999301

1

test_B1

lt_2400

970

0UsAp

r4k1r/p2Bpp1p/6p1/q1N1b3/1p6/1P2P3/P1Q3PP/2R1K2R b K - 0 20

https://lichess.org/Kuzyr2Ov#39

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "i", "n", "t", "e", "r", "f", "e", "r", "e", "n", "c", "e", " ", "m", "a", "s", "t", "e", "r", " ", "m", "a", "s", "t", "e", "r", "V", "s", "M", "a", "s", "t", "e", "r", " ", "...

[Event "1st Marathon Team Battle"] [Site "https://lichess.org/Kuzyr2Ov"] [Date "2021.10.25"] [Round "-"] [White "Phutressniak"] [Black "NguyenDucHoa"] [Result "1-0"] [GameId "Kuzyr2Ov"] [UTCDate "2021.10.25"] [UTCTime "17:05:27"] [WhiteElo "2525"] [BlackElo "2641"] [WhiteRatingDiff "+8"] [BlackRatingDiff "-7"] [WhiteTi...

f2e3 e5c3 e1f2 a5c5

1. d4 Nf6 2. Nf3 g6 3. c4 Bg7 4. Nc3 d5 5. Bg5 dxc4 6. e4 c5 7. d5 b5 8. e5 b4 9. Na4 Ne4 10. Be3 Qa5 11. b3 Nd7 12. Bxc4 Nxe5 13. Nxe5 Bxe5 14. Rc1 Bd7 15. Qc2 Nc3 16. Nxc5 Bf5 17. Bd3 Nxd5 18. Bxf5 Nxe3 19. Bd7+ Kf8 20. fxe3

Pd2d4 Ng8f6 Ng1f3 Pg7g6 Pc2c4 Bf8g7 Nb1c3 Pd7d5 Bc1g5 Pd5xc4 Pe2e4 Pc7c5 Pd4d5 Pb7b5 Pe4e5 Pb5b4 Nc3a4 Nf6e4 Bg5e3 Qd8a5 Pb2b3 Nb8d7 Bf1xc4 Nd7xe5 Nf3xe5 Bg7xe5 Ra1c1 Bc8d7 Qd1c2 Ne4c3 Na4xc5 Bd7f5 Bc4d3 Nc3xd5 Bd3xf5 Nd5xe3 Bf5d7+ Ke8f8 Pf2xe3

[ 0, 8, 34, 36, 7, 64, 54, 7, 57, 51, 8, 63, 62, 8, 26, 28, 6, 56, 63, 7, 17, 27, 8, 39, 37, 6, 25, 61, 8, 37, 73, 28, 8, 42, 44, 8, 31, 29, 8, 36, 37, 8, 23, 21, 8, 44, 45, 8, 21, 20, 7, 27, 12, 7, 54, 44, ...

129

e5c3

Bc3+

f2e3

fxe3

[ "Ke1f2" ]

{"ground_truth": "['e5c3', 'a5c5']", "style": "rule"}

3

105

133

[ 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 7, 57, 51, 8, 63, 62, 8, 26, 28, 6, 56, 63, 7, 17, 27, 8, 39, 37, 6, 25, 61, 8, 37, 73, 28, 8, 42, 44, 8, 31, 29, 8, 36, 37, 8, 23, 21, 8, 44, 45, 8, 21, 20, 7, 27, 12...

[ false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Kf8g7 Pe3e4 Qa5xa2 Qc2xa2", "Qa5c7 O-O Be5xh2+ Kg1h1 Ph7h5 Bd7e6 Pf7", "Qa5xa2 Qc2xa2 Pb4b3 Qa2xb3 Kf8g7 O-O P", "Be5c3+ Ke1f1 Ra8d8 Kf1e2 Pe7e5 Bd7b5 R", "Kf8g7 O-O Qa5b6 Nc5d3 Be5f6 Bd7a4 Ra8d8 N", "Ra8d8 Nc5e6+ Pf7xe6 Bd7xe6 Kf8g7 Qc2", "Ra8d8 O-O Qa5c7 Bd7a4 Be5xh2+ Kg1h1 Bh2", "Be5c3+ Ke1f1 Ra8d...

[ "Kf8g7", "Qa5c7", "Qa5xa2", "Be5c3+", "Kf8g7", "Ra8d8", "Ra8d8", "Be5c3+", "Be5c3+", "Qa5xa2", "Be5d6", "Be5c3+", "Qa5xc5", "Be5d6", "Ra8d8", "Ra8d8" ]

[ "f8g7", "a5c7", "a5a2", "e5c3", "f8g7", "a8d8", "a8d8", "e5c3", "e5c3", "a5a2", "e5d6", "e5c3", "a5c5", "e5d6", "a8d8", "a8d8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, true, false, false, false, true, true, false, false, true, false, false, false, false ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

1,187

1BIvi

5r1k/2q3p1/p1pb2Q1/2pp2N1/5r2/3P3P/PPP1R1P1/R5K1 b - - 0 25

https://lichess.org/dq1ccj90#49

[ "c", "l", "e", "a", "r", "a", "n", "c", "e", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "l", "o", "n", "g", " ", "m", "a", "t", "e", "...

[Event "rated blitz game"] [Site "https://lichess.org/dq1ccj90"] [Date "2016.06.03"] [Round "-"] [White "qwertasdfg"] [Black "xyz2"] [Result "1-0"] [GameId "dq1ccj90"] [UTCDate "2016.06.03"] [UTCTime "13:31:30"] [WhiteElo "1985"] [BlackElo "1852"] [WhiteRatingDiff "+15"] [BlackRatingDiff "-7"] [Variant "Standard"] [Tim...

f3g5 f4f1 a1f1 d6h2 g1h1 f8f1

1. e4 c5 2. Nf3 e6 3. Nc3 d5 4. Bb5+ Nc6 5. exd5 exd5 6. O-O a6 7. Re1+ Be6 8. Bxc6+ bxc6 9. d3 Nf6 10. Ne5 Qc7 11. Nf3 Bd6 12. h3 O-O 13. Bg5 Nd7 14. Ne2 Ne5 15. Nf4 Bf5 16. Nh4 Bg6 17. Nfxg6 fxg6 18. f4 Nf7 19. Qg4 Nxg5 20. fxg5 Rf4 21. Qe6+ Kh8 22. Re2 Raf8 23. Nf3 h6 24. Qxg6 hxg5 25. Nxg5

Pe2e4 Pc7c5 Ng1f3 Pe7e6 Nb1c3 Pd7d5 Bf1b5+ Nb8c6 Pe4xd5 Pe6xd5 O-O Pa7a6 Rf1e1+ Bc8e6 Bb5xc6+ Pb7xc6 Pd2d3 Ng8f6 Nf3e5 Qd8c7 Ne5f3 Bf8d6 Ph2h3 O-O Bc1g5 Nf6d7 Nc3e2 Nd7e5 Ne2f4 Be6f5 Nf3h4 Bf5g6 Nf4xg6 Pf7xg6 Pf2f4 Ne5f7 Qd1g4 Nf7xg5 Pf4xg5 Rf8f4 Qg4e6+ Kg8h8 Re1e2 Ra8f8 Nh4f3 Ph7h6 Qe6xg6 Ph6xg5 Nf3xg5

[ 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 8, 47, 46, 7, 17, 27, 8, 39, 37, 6, 49, 21, 75, 7, 24, 30, 8, 44, 73, 37, 8, 46, 73, 37, 77, 8, 15, 14, 5, 49, 41, 75, 6, 32, 46, 6, 21, 73, 30, 75, 8, 23, 73, 30, 8, 34,...

159

f4f1

Rf1+

f3g5

Nxg5

[ "Ra1xf1", "Kg1h1" ]

{"ground_truth": "['f4f1', 'd6h2', 'f8f1']", "style": "rule"}

5

24

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 8, 47, 46, 7, 17, 27, 8, 39, 37, 6, 49, 21, 75, 7, 24, 30, 8, 44, 73, 37, 8, 46, 73, 37, 77, 8, 15, 14, 5, 49, 41, 75, 6, 32...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pc5c4 Ng5e6 Pc4xd3 Qg6h5+ Kh8g8 Ne6x", "Rf4f1+", "Rf8f6 Qg6h7#", "Bd6e7 Ra1e1", "Rf4h4 Re2e8 Bd6h2+ Kg1h1 Rf8xe8 Qg6x", "Rf4f6 Ng5e6 Rf6xe6 Qg6xe6 Kh8g8 Ra1e1", "Bd6e5 Ng5e6", "Qc7d8 Qg6h7#", "Rf4h4 Qg6h7#", "Kh8g8 Qg6h7#", "Bd6e5 Qg6h7#", "Rf8f6 Qg6e8+ Rf6f8 Qe8e6 Bd6e7 Ng5f3 R", "Kh8g8 Qg...

[ "Pc5c4", "Rf4f1+", "Rf8f6", "Bd6e7", "Rf4h4", "Rf4f6", "Bd6e5", "Qc7d8", "Rf4h4", "Kh8g8", "Bd6e5", "Rf8f6", "Kh8g8", "Bd6e5", "Rf4f1+", "" ]

[ "c5c4", "f4f1", "f8f6", "d6e7", "f4h4", "f4f6", "d6e5", "c7d8", "f4h4", "h8g8", "d6e5", "f8f6", "h8g8", "d6e5", "f4f1", "" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false ]

[ false, true, false, false, false, false, false, false, false, false, false, false, false, false, true, false ]

15

2

0.125

0.45

0.766667

1

test_B1

lt_2400

1,074

0u3Cm

rnbqkb1r/pp2pp2/7p/3Bp3/6p1/8/PPP2PPP/R1BQNRK1 w kq - 0 12

https://lichess.org/URHPOMZ3/black#22

[ "a", "t", "t", "a", "c", "k", "i", "n", "g", "F", "2", "F", "7", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "...

[Event "rated rapid game"] [Site "https://lichess.org/URHPOMZ3"] [Date "2016.05.11"] [Round "-"] [White "DtGdl"] [Black "Dulcinorix"] [Result "1-0"] [GameId "URHPOMZ3"] [UTCDate "2016.05.11"] [UTCTime "10:05:28"] [WhiteElo "2001"] [BlackElo "1774"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-4"] [Variant "Standard"] [Tim...

d6e5 d5f7 e8f7 d1d8

1. e4 d6 2. d4 Nc6 3. Nf3 Nf6 4. d5 Nb8 5. Nc3 c6 6. Bc4 h6 7. O-O g5 8. e5 Nxd5 9. Nxd5 cxd5 10. Bxd5 g4 11. Ne1 dxe5

Pe2e4 Pd7d6 Pd2d4 Nb8c6 Ng1f3 Ng8f6 Pd4d5 Nc6b8 Nb1c3 Pc7c6 Bf1c4 Ph7h6 O-O Pg7g5 Pe4e5 Nf6xd5 Nc3xd5 Pc6xd5 Bc4xd5 Pg5g4 Nf3e1 Pd6xe5

[ 0, 8, 42, 44, 8, 39, 38, 8, 34, 36, 7, 24, 30, 7, 57, 51, 7, 64, 54, 8, 36, 37, 7, 30, 24, 7, 17, 27, 8, 31, 30, 6, 49, 28, 8, 71, 70, 77, 8, 63, 61, 8, 44, 45, 7, 54, 73, 37, 7, 27, 73, 37, 8, 30, 73, 37, ...

70

d5f7

Bxf7+

d6e5

dxe5

[ "Ke8xf7" ]

{"ground_truth": "['d5f7', 'd1d8']", "style": "rule"}

1

28

84

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 39, 38, 8, 34, 36, 7, 24, 30, 7, 57, 51, 7, 64, 54, 8, 36, 37, 7, 30, 24, 7, 17, 27, 8, 31, 30, 6, 49, 28, 8, 71, 70, 77, 8, 63, 61, 8, 44, 45,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

84

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pc2c4 Pe7e6 Bd5e4 Qd8xd1 Ne1d3 Qd1a4 B", "Bd5xf7+ Ke8xf7 Qd1xd8 Bc8a6 Qd8d5+", "Bd5xf7+ Ke8xf7 Qd1xg4 Bc8xg4", "Pf2f4 Pe5xf4 Bc1xf4 Bf8g7 Qd1d2 Nb8d7", "Qd1f3 Pg4xf3", "Bd5xf7+ Ke8xf7 Qd1xd8 Bf8g7 Bc1d2 P", "Bd5xf7+", "Pc2c4 Bf8g7 Pf2f3 Pg4xf3 Ne1xf3 O-O Nf3", "Pf2f3 Bf8g7 Bc1e3 O-O Ne1d3 Qd8xd5 Pf...

[ "Pc2c4", "Bd5xf7+", "Bd5xf7+", "Pf2f4", "Qd1f3", "Bd5xf7+", "Bd5xf7+", "Pc2c4", "Pf2f3", "Qd1f3", "Ne1d3", "Pf2f3", "Rf1e1", "Qd1e2", "Ne1d3", "Qd1xg4" ]

[ "c2c4", "d5f7", "d5f7", "f2f4", "d1f3", "d5f7", "d5f7", "c2c4", "f2f3", "d1f3", "e1d3", "f2f3", "f1e1", "d1e2", "e1d3", "d1g4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true ]

[ false, true, true, false, false, true, true, false, false, false, false, false, false, false, false, false ]

16

15

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

896

11VJQ

8/r6p/4k3/2ppp1p1/p5P1/2P3K1/1P6/7R w - - 0 50

https://lichess.org/r1XakdeV/black#98

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "i", "n", "t", "e", "r", "f", "e", "r", "e", "n", "c", "e", " ", "l", "o", "n", "g", " ", "r", "o", "o", "k", "E", "n", "d", "g", "a", "m", "...

[Event "rated blitz game"] [Site "https://lichess.org/r1XakdeV"] [Date "2022.10.05"] [Round "-"] [White "Reschitzapu"] [Black "williamch"] [Result "1-0"] [GameId "r1XakdeV"] [UTCDate "2022.10.05"] [UTCTime "18:57:21"] [WhiteElo "1511"] [BlackElo "1710"] [WhiteRatingDiff "+9"] [BlackRatingDiff "-9"] [Variant "Standard"]...

d6d5 h1h6 e6d7 h6h7 d7c6 h7a7

1. e4 e5 2. Bc4 Be7 3. Nf3 Nc6 4. c3 Nf6 5. d3 O-O 6. O-O d6 7. Nbd2 a6 8. Re1 Na5 9. Bb3 Nxb3 10. axb3 Bg4 11. h3 Bh5 12. g4 Bg6 13. Nh4 Nd7 14. Nf5 Bxf5 15. exf5 Bh4 16. Nf3 g6 17. fxg6 fxg6 18. Rf1 Qf6 19. Nxh4 Qxh4 20. Kh2 Rxf2+ 21. Rxf2 Qxf2+ 22. Kh1 Rf8 23. Qg1 Qf3+ 24. Qg2 Qxd3 25. Bh6 Rf3 26. Kh2 Nf6 27. Re1 Ne...

Pe2e4 Pe7e5 Bf1c4 Bf8e7 Ng1f3 Nb8c6 Pc2c3 Ng8f6 Pd2d3 O-O O-O Pd7d6 Nb1d2 Pa7a6 Rf1e1 Nc6a5 Bc4b3 Na5xb3 Pa2xb3 Bc8g4 Ph2h3 Bg4h5 Pg2g4 Bh5g6 Nf3h4 Nf6d7 Nh4f5 Bg6xf5 Pe4xf5 Be7h4 Nd2f3 Pg7g6 Pf5xg6 Pf7xg6 Re1f1 Qd8f6 Nf3xh4 Qf6xh4 Kg1h2 Rf8xf2+ Rf1xf2 Qh4xf2+ Kh2h1 Ra8f8 Qd1g1 Qf2f3+ Qg1g2 Qf3xd3 Bc1h6 Rf8f3 Kh1h2 Nd7...

[ 0, 8, 42, 44, 8, 47, 45, 6, 49, 28, 6, 56, 47, 7, 57, 51, 7, 24, 30, 8, 26, 27, 7, 64, 54, 8, 34, 35, 77, 77, 8, 39, 38, 7, 17, 34, 8, 15, 14, 5, 49, 41, 7, 30, 13, 6, 28, 19, 7, 13, 73, 19, 8, 10, 73, 19, ...

316

h1h6

Rh6+

d6d5

d5

[ "Ke6d7", "Kd7c6" ]

{"ground_truth": "['h1h6', 'h6h7', 'h7a7']", "style": "rule"}

10

18

369

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 6, 49, 2...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

369

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rh1a1 Pe5e4 Ra1h1 Ke6e5 Rh1a1 Pd5d4 Pc3", "Rh1a1 Pe5e4 Kg3f2 Ke6e5 Kf2e3 Pc5c4 Ke3", "Rh1a1 Pc5c4 Ra1e1 Ra7e7 Re1a1 Re7b7 Ra1", "Rh1h6+ Ke6d7 Rh6h5 Pa4a3 Pb2xa3 Ra7x", "Rh1h6+ Ke6f7 Rh6h1 Kf7e6 Rh1h6+ Ke6d7", "Rh1a1 Pc5c4 Kg3f3 Pa4a3 Kf3e2 Pa3a2 Ke2", "Rh1h6+ Ke6f7 Rh6d6 Kf7g7 Rd6xd5 Ra7a5", "Rh1h5 P...

[ "Rh1a1", "Rh1a1", "Rh1a1", "Rh1h6+", "Rh1h6+", "Rh1a1", "Rh1h6+", "Rh1h5", "Rh1h6+", "Rh1a1", "Rh1a1", "Rh1h6+", "Rh1h6+", "Rh1h6+", "Rh1h6+", "Rh1h6+" ]

[ "h1a1", "h1a1", "h1a1", "h1h6", "h1h6", "h1a1", "h1h6", "h1h5", "h1h6", "h1a1", "h1a1", "h1h6", "h1h6", "h1h6", "h1h6", "h1h6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, true, true, false, true, false, true, false, false, true, true, true, true, true ]

16

9

0.5625

0.980769

1

test_B1

lt_2400

1,114

0yxeU

r3kb1r/pp2qppp/2p5/3P4/Q1P2B2/3P1R2/PP4PP/RN4K1 b kq - 0 16

https://lichess.org/ePDDgfuX#31

[ "c", "l", "e", "a", "r", "a", "n", "c", "e", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "5", " ", "m", "i", "d", "d", "l", "e", "g", "...

[Event "rated rapid game"] [Site "https://lichess.org/ePDDgfuX"] [Date "2016.11.19"] [Round "-"] [White "oto101"] [Black "patience72"] [Result "0-1"] [GameId "ePDDgfuX"] [UTCDate "2016.11.19"] [UTCTime "12:10:36"] [WhiteElo "1699"] [BlackElo "1785"] [WhiteRatingDiff "-9"] [BlackRatingDiff "+9"] [Variant "Standard"] [Ti...

f1f3 e7e1 f3f1 f8c5 d3d4 c5d4 f4e3 d4e3 g1h1 e1f1

1. e4 e5 2. Nf3 Nc6 3. Bc4 Nf6 4. Ng5 d5 5. exd5 Na5 6. Bd3 e4 7. Nxe4 Nxe4 8. Bxe4 Qe7 9. O-O Nc4 10. d3 Ne5 11. c4 Bg4 12. f3 Bh5 13. Qa4+ c6 14. Bf4 Nxf3+ 15. Bxf3 Bxf3 16. Rxf3

Pe2e4 Pe7e5 Ng1f3 Nb8c6 Bf1c4 Ng8f6 Nf3g5 Pd7d5 Pe4xd5 Nc6a5 Bc4d3 Pe5e4 Ng5xe4 Nf6xe4 Bd3xe4 Qd8e7 O-O Na5c4 Pd2d3 Nc4e5 Pc2c4 Bc8g4 Pf2f3 Bg4h5 Qd1a4+ Pc7c6 Bc1f4 Ne5xf3+ Be4xf3 Bh5xf3 Rf1xf3

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 7, 64, 54, 7, 51, 61, 8, 39, 37, 8, 44, 73, 37, 7, 30, 13, 6, 28, 35, 8, 45, 44, 7, 61, 73, 44, 7, 54, 73, 44, 6, 35, 73, 44, 4, 40, 47, 77, 7, 13, ...

102

e7e1

Qe1+

f1f3

Rxf3

[ "Rf3f1", "Pd3d4", "Bf4e3", "Kg1h1" ]

{"ground_truth": "['e7e1', 'f8c5', 'c5d4', 'd4e3', 'e1f1']", "style": "rule"}

2

96

108

[ 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 7, 64, 54, 7, 51, 61, 8, 39, 37, 8, 44, 73, 37, 7, 30, 13, 6, 28, 35, 8, 45, 44, 7, 61, 73, 44, 7, 54, 73, 44, 6, 35, 73, 44, 4,...

[ false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qe7e2 Nb1d2 Bf8e7 Ra1e1", "O-O-O Pd5xc6 Pb7b6 Nb1a3 Qe7e2 Na3c2 Bf8c5", "Pg7g6 Bf4e5 Rh8g8 Be5f6", "Pg7g5 Bf4g3 Ph7h5 Bg3f2 Pg5g4 Rf3e3 Pb7", "Qe7e1+ Rf3f1 Bf8c5+ Bf4e3 Bc5xe3+ K", "Qe7e1+ Rf3f1 Bf8d6 Bf4xd6 Qe1e3+ Kg1", "Pb7b5 Pd5xb5 O-O-O Nb1c3 Pc6xb5 Nc3xb5 R", "O-O-O Bf4g3 Pg7g5 Qa4xa7 Pc6xd5 Qa7...

[ "Qe7e2", "O-O-O", "Pg7g6", "Pg7g5", "Qe7e1+", "Qe7e1+", "Pb7b5", "O-O-O", "Pg7g6", "Pg7g5", "Qe7c5+", "Qe7e1+", "Ra8d8", "O-O-O", "Pf7f6", "O-O-O" ]

[ "e7e2", "e8c8", "g7g6", "g7g5", "e7e1", "e7e1", "b7b5", "e8c8", "g7g6", "g7g5", "e7c5", "e7e1", "a8d8", "e8c8", "f7f6", "e8c8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, true, true, false, false, false, false, false, true, false, false, false, false ]

16

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

1,050

0T1h6

1b6/6p1/1PPkp3/3p1p2/3P3p/4KP1B/5P2/8 w - - 2 36

https://lichess.org/Vll5Fv0X/black#70

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "b", "i", "s", "h", "o", "p", "E", "n", "d", "g", "a", "m", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "...

[Event "rated rapid game"] [Site "https://lichess.org/Vll5Fv0X"] [Date "2023.03.24"] [Round "-"] [White "AlexeyMedvedev"] [Black "Slablybitel_78"] [Result "1-0"] [GameId "Vll5Fv0X"] [UTCDate "2023.03.24"] [UTCTime "14:56:01"] [WhiteElo "1798"] [BlackElo "1789"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-10"] [Variant "S...

e7d6 c6c7 b8c7 b6c7

1. d4 Nf6 2. Bg5 d5 3. Bxf6 exf6 4. e3 c6 5. a3 Bd6 6. c4 O-O 7. c5 Bc7 8. b4 b5 9. Bd3 Nd7 10. Nd2 Re8 11. Ngf3 a5 12. O-O axb4 13. axb4 Rxa1 14. Qxa1 Nf8 15. Qb1 Bb8 16. Re1 Qc7 17. e4 Bg4 18. exd5 Rxe1+ 19. Qxe1 cxd5 20. Bxb5 Ne6 21. Nb3 Bxf3 22. gxf3 Qxh2+ 23. Kf1 Qh1+ 24. Ke2 Nf4+ 25. Kd2 Qxe1+ 26. Kxe1 Ng2+ 27. K...

Pd2d4 Ng8f6 Bc1g5 Pd7d5 Bg5xf6 Pe7xf6 Pe2e3 Pc7c6 Pa2a3 Bf8d6 Pc2c4 O-O Pc4c5 Bd6c7 Pb2b4 Pb7b5 Bf1d3 Nb8d7 Nb1d2 Rf8e8 Ng1f3 Pa7a5 O-O Pa5xb4 Pa3xb4 Ra8xa1 Qd1xa1 Nd7f8 Qa1b1 Bc7b8 Rf1e1 Qd8c7 Pe3e4 Bc8g4 Pe4xd5 Re8xe1+ Qb1xe1 Pc6xd5 Bd3xb5 Nf8e6 Nd2b3 Bg4xf3 Pg2xf3 Qc7xh2+ Kg1f1 Qh2h1+ Kf1e2 Ne6f4+ Ke2d2 Qh1xe1+ Kd2x...

[ 0, 8, 34, 36, 7, 64, 54, 6, 25, 61, 8, 39, 37, 6, 61, 73, 54, 8, 47, 73, 54, 8, 42, 43, 8, 31, 30, 8, 10, 11, 6, 56, 38, 8, 26, 28, 77, 8, 28, 29, 6, 38, 31, 8, 18, 20, 8, 23, 21, 6, 49, 35, 7, 24, 39, 7, ...

231

c6c7

c7

e7d6

Kd6

[ "Bb8xc7" ]

{"ground_truth": "['c6c7', 'b6c7']", "style": "rule"}

7

104

237

[ 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 6, 25, 61, 8, 39, 37, 6, 61, 73, 54, 8, 47, 73, 54, 8, 42, 43, 8, 31, 30, 8, 10, 11, 6, 56, 38, 8, 26, 28, 77, 8, 28, 29, 6, 38, 31, 8, 18, 20, 8, 23, 21, 6, 49,...

[ false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pf3f4 Kd6xc6 Pb6b7 Kc6xb7 Ke3f3 Bb8d6", "Pb6b7 Kd6c7 Pf3f4 Bb8a7 Ke3d3 Kc7xc6 B", "Pf3f4 Pg7g6 Ke3f3 Bb8a7 Pb6xa7 Kd6c7 P", "Pf3f4 Bb8a7 Pb6xa7 Kd6c7 Pa7a8=Q Kc7", "Pf3f4 Pg7g6 Bh3g2 Pg6g5 Pf4xg5 Pe6e5 K", "Ke3d3 Kd6xc6 Bh3xf5 Pe6xf5", "Pb6b7 Kd6xc6 Pb7b8=Q", "Pf3f4 Pg7g6 Ke3f3 Bb8a7 Pb6xa7", "Ke3d...

[ "Pf3f4", "Pb6b7", "Pf3f4", "Pf3f4", "Pf3f4", "Ke3d3", "Pb6b7", "Pf3f4", "Ke3d3", "Pb6b7", "Pf3f4", "Bh3f1", "Pf3f4", "Bh3f1", "Ke3d3", "Bh3g2" ]

[ "f3f4", "b6b7", "f3f4", "f3f4", "f3f4", "e3d3", "b6b7", "f3f4", "e3d3", "b6b7", "f3f4", "h3f1", "f3f4", "h3f1", "e3d3", "h3g2" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

0

test_B1

lt_2400

908

0T9Zp

4r1k1/p4p1p/1p2R1pQ/2p1r3/8/8/P5PP/4R2K b - - 0 33

https://lichess.org/XECtCBaR#65

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "2", " ", "q", "u", "e", "e", "n", "R", "o", "o", "k", "E", "n", "...

[Event "rated blitz game"] [Site "https://lichess.org/XECtCBaR"] [Date "2023.06.11"] [Round "-"] [White "anishravindra"] [Black "TheDarkKnight305"] [Result "0-1"] [GameId "XECtCBaR"] [UTCDate "2023.06.11"] [UTCTime "03:49:24"] [WhiteElo "2107"] [BlackElo "2135"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [Variant "S...

f6e6 e5e1 e6e1 e8e1

1. e4 Nc6 2. Nc3 e6 3. f4 d6 4. d4 g6 5. Nf3 Bg7 6. e5 dxe5 7. fxe5 Nge7 8. Be3 Nd5 9. Nxd5 Qxd5 10. c3 O-O 11. Be2 Rd8 12. O-O Qa5 13. Qc1 b6 14. Bh6 Bh8 15. Ng5 Rd7 16. Nxe6 Re7 17. Qf4 Bxe6 18. Bg5 Ree8 19. Bf6 Ne7 20. Bxh8 Kxh8 21. Qf6+ Kg8 22. c4 Qb4 23. d5 Nxd5 24. cxd5 Bxd5 25. Bf3 Qxb2 26. Bxd5 Qd4+ 27. Kh1 Qxd...

Pe2e4 Nb8c6 Nb1c3 Pe7e6 Pf2f4 Pd7d6 Pd2d4 Pg7g6 Ng1f3 Bf8g7 Pe4e5 Pd6xe5 Pf4xe5 Ng8e7 Bc1e3 Ne7d5 Nc3xd5 Qd8xd5 Pc2c3 O-O Bf1e2 Rf8d8 O-O Qd5a5 Qd1c1 Pb7b6 Be3h6 Bg7h8 Nf3g5 Rd8d7 Ng5xe6 Rd7e7 Qc1f4 Bc8xe6 Bh6g5 Re7e8 Bg5f6 Nc6e7 Bf6xh8 Kg8xh8 Qf4f6+ Kh8g8 Pc3c4 Qa5b4 Pd4d5 Ne7xd5 Pc4xd5 Be6xd5 Be2f3 Qb4xb2 Bf3xd5 Qb2d...

[ 0, 8, 42, 44, 7, 24, 30, 7, 17, 27, 8, 47, 46, 8, 50, 52, 8, 39, 38, 8, 34, 36, 8, 63, 62, 7, 57, 51, 6, 56, 63, 8, 44, 45, 8, 38, 73, 45, 8, 52, 73, 45, 7, 64, 47, 6, 25, 43, 7, 47, 37, 7, 27, 73, 37, 4, ...

210

e5e1

Rxe1+

f6e6

Rxe6

[ "Re6xe1" ]

{"ground_truth": "['e5e1', 'e8e1']", "style": "rule"}

7

31

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 7, 24, 30, 7, 17, 27, 8, 47, 46, 8, 50, 52, 8, 39, 38, 8, 34, 36, 8, 63, 62, 7, 57, 51, 6, 56, 63, 8, 4...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, t...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Re5xe1+ Re6xe1 Re8xe1+ Qh6f1 Re1x", "Re5xe6 Re1xe6 Re8xe6 Ph2h4 Pa7a5 Ph4", "Re5xe6 Re1xe6 Re8xe6 Ph2h3 Pc5c4 Kh1", "Re5xe6 Re1xe6 Re8xe6 Ph2h3 Pc5c4 Qh6", "Re5xe6 Re1d1 Pc5c4 Rd1d7 Re6e7", "Re5xe1+ Re6xe1 Re8xe1+", "Re5xe1+ Re6xe1 Re8xe1+ Qh6f8#", "Re5xe6", "Re5xe6 Re1xe6 Pf7xe6 Kh1g1 Kg8f7 Kg1", ...

[ "Re5xe1+", "Re5xe6", "Re5xe6", "Re5xe6", "Re5xe6", "Re5xe1+", "Re5xe1+", "Re5xe6", "Re5xe6", "Re5xe1+", "Re5xe1+", "Re5xe6", "Re5xe1+", "Re5xe6", "Re5xe1+", "Re5xe1+" ]

[ "e5e1", "e5e6", "e5e6", "e5e6", "e5e6", "e5e1", "e5e1", "e5e6", "e5e6", "e5e1", "e5e1", "e5e6", "e5e1", "e5e6", "e5e1", "e5e1" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, false, false, false, true, true, false, false, true, true, false, true, false, true, true ]

16

8

0.5

0.961538

0.999922

1

test_B1

lt_2400

1,142

0Z304

r1bq1rk1/pp1nb1p1/2n1p3/3pp2p/3P3N/2NB3P/PPQ2PP1/R1B2RK1 w - - 0 13

https://lichess.org/cdlZaKrS/black#24

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "d", "o", "u", "b", "l", "e", "C", "h", "e", "c", "k", " ", "f", "o", "r", "k", " ", "l", "o", "n", "g", " ", "o", "p", "e", "n", "i", "n", "g" ]

[Event "rated rapid game"] [Site "https://lichess.org/cdlZaKrS"] [Date "2020.06.09"] [Round "-"] [White "adil_2000"] [Black "VladStalin"] [Result "0-1"] [GameId "cdlZaKrS"] [UTCDate "2020.06.09"] [UTCTime "13:46:39"] [WhiteElo "1659"] [BlackElo "1620"] [WhiteRatingDiff "-7"] [BlackRatingDiff "+8"] [Variant "Standard"] ...

f6e5 d3h7 g8h8 h4g6 h8h7 g6f8

1. e4 e6 2. d4 c5 3. c3 cxd4 4. cxd4 Nc6 5. Nf3 Nf6 6. Nc3 Be7 7. Bd3 O-O 8. Qc2 h5 9. O-O d5 10. e5 Nd7 11. h3 f6 12. Nh4 fxe5

Pe2e4 Pe7e6 Pd2d4 Pc7c5 Pc2c3 Pc5xd4 Pc3xd4 Nb8c6 Ng1f3 Ng8f6 Nb1c3 Bf8e7 Bf1d3 O-O Qd1c2 Ph7h5 O-O Pd7d5 Pe4e5 Nf6d7 Ph2h3 Pf7f6 Nf3h4 Pf6xe5

[ 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 31, 29, 8, 26, 27, 8, 29, 73, 36, 8, 27, 73, 36, 7, 24, 30, 7, 57, 51, 7, 64, 54, 7, 17, 27, 6, 56, 47, 6, 49, 35, 77, 4, 33, 26, 8, 71, 69, 77, 8, 39, 37, 8, 44, 45, ...

72

d3h7

Bh7+

f6e5

fxe5

[ "Kg8h8", "Kh8xh7" ]

{"ground_truth": "['d3h7', 'h4g6', 'g6f8']", "style": "rule"}

1

48

84

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 8, 34, 36, 8, 31, 29, 8, 26, 27, 8, 29, 73, 36, 8, 27, 73, 36, 7, 24, 30, 7, 57, 51, 7, 64, 54, 7, 17, 27, 6, 56, 47, 6, 49, 35, 77, 4, 33, 2...

[ false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

84

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nh4g6 Rf8f6 Ng6xe5 Nc6xe5 Pd4xe5 Rf6", "Nh4g6 Pe5xd4 Ng6xf8 Be7xf8 Bd3h7+ K", "Nh4g6 Pe5e4 Bd3e2 Rf8f6 Bc1g5 Rf6xg6 B", "Nh4g6 Rf8f6 Ng6xe5 Nc6xe5 Pd4xe5 Nd7", "Nh4g6 Rf8f7 Ng6xe7+ Rf7xe7 Bd3h7+ K", "Nh4g6 Pe5e4 Ng6xf8 Be7xf8 Bd3e2 Nd7f6", "Bd3h7+ Kg8h8 Nh4g6+ Kh8xh7 Ng6xe7+", "Nh4g6 Rf8f6 Nc3b5 Rf6x...

[ "Nh4g6", "Nh4g6", "Nh4g6", "Nh4g6", "Nh4g6", "Nh4g6", "Bd3h7+", "Nh4g6", "Nh4g6", "Nh4g6", "Nh4g6", "Bd3h7+", "Bd3h7+", "Nh4g6", "Nh4g6", "Nh4g6" ]

[ "h4g6", "h4g6", "h4g6", "h4g6", "h4g6", "h4g6", "d3h7", "h4g6", "h4g6", "h4g6", "h4g6", "d3h7", "d3h7", "h4g6", "h4g6", "h4g6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, true, false, false, false, false, true, true, false, false, false ]

16

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

1,197

0dE5X

4r1k1/p1p5/2pp1p2/5P1p/4P1pP/3B4/brP3PK/R4R2 w - - 0 27

https://lichess.org/7cOsLNSv/black#52

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "f", "o", "r", "k", "...

[Event "rated bullet game"] [Site "https://lichess.org/7cOsLNSv"] [Date "2022.10.20"] [Round "-"] [White "Goga63"] [Black "latrunculi"] [Result "1-0"] [GameId "7cOsLNSv"] [UTCDate "2022.10.20"] [UTCTime "01:44:39"] [WhiteElo "2005"] [BlackElo "2042"] [WhiteRatingDiff "+7"] [BlackRatingDiff "-7"] [Variant "Standard"] [T...

f7f6 a1a2 b2a2 d3c4 d6d5 c4a2

1. e4 d6 2. Nf3 Nf6 3. d3 g6 4. Nc3 Bg7 5. d4 O-O 6. h3 e5 7. Bd3 exd4 8. Nxd4 Re8 9. O-O Nc6 10. Nxc6 bxc6 11. Bg5 h6 12. Bh4 g5 13. Bg3 g4 14. h4 Rb8 15. Rb1 Nh5 16. Qd2 Qf6 17. Bc4 Qd4 18. Qxd4 Bxd4 19. Kh2 Be6 20. Bd3 Nxg3 21. fxg3 h5 22. Ne2 Be3 23. Nf4 Bxf4 24. gxf4 Bxa2 25. Ra1 Rxb2 26. f5 f6

Pe2e4 Pd7d6 Ng1f3 Ng8f6 Pd2d3 Pg7g6 Nb1c3 Bf8g7 Pd3d4 O-O Ph2h3 Pe7e5 Bf1d3 Pe5xd4 Nf3xd4 Rf8e8 O-O Nb8c6 Nd4xc6 Pb7xc6 Bc1g5 Ph7h6 Bg5h4 Pg6g5 Bh4g3 Pg5g4 Ph3h4 Ra8b8 Ra1b1 Nf6h5 Qd1d2 Qd8f6 Bd3c4 Qf6d4 Qd2xd4 Bg7xd4 Kg1h2 Bc8e6 Bc4d3 Nh5xg3 Pf2xg3 Ph6h5 Nc3e2 Bd4e3 Ne2f4 Be3xf4 Pg3xf4 Be6xa2 Rb1a1 Rb8xb2 Pf4f5 Pf7f6

[ 0, 8, 42, 44, 8, 39, 38, 7, 57, 51, 7, 64, 54, 8, 34, 35, 8, 63, 62, 7, 17, 27, 6, 56, 63, 8, 35, 36, 77, 8, 66, 67, 8, 47, 45, 6, 49, 35, 8, 45, 73, 36, 7, 51, 73, 36, 5, 56, 48, 77, 7, 24, 30, 7, 36, 73, ...

165

a1a2

Rxa2

f7f6

f6

[ "Rb2xa2", "Pd6d5" ]

{"ground_truth": "['a1a2', 'd3c4', 'c4a2']", "style": "rule"}

5

64

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 39, 38, 7, 57, 51, 7, 64, 54, 8, 34, 35, 8, 63, 62, 7, 17, 27, 6, 56, 63, 8, 35, 36, 77, 8, 66, 67, 8, 47, 45, 6, 49, 35, 8, 45, 73, 36, 7, 51, 73, 36, 5, 56, 48, ...

[ false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Kh2g1 Ba2f7 Pg2g3 Pd6d5 Bd3a6 Pd5xe4 R", "Rf1e1 Kg8f7 Pg2g3 Rb2b8 Ph4h5 Pc6c5 Bd3", "Ra1c1 Pc6c5 Rf1e1 Pa7a5 Pe4e5 Ba2d5 Pe5", "Bd3a6 Ba2xc2 Rf1c1 Pc6c5 Ba6c4+ Kg8f8", "Ra1xa2 Rb2xa2 Pg2g3 Ra2a4 Rf1e1 Re8b8", "Rf1e1 Pd6d5 Pe4xd5 Re8xe1 Ra1xe1 Pc6", "Rf1f4 Pd6d5 Rf4f2 Pd5xe4 Bd3a6 Rb2b4 P", "Ra1c1 Kg8...

[ "Kh2g1", "Rf1e1", "Ra1c1", "Bd3a6", "Ra1xa2", "Rf1e1", "Rf1f4", "Ra1c1", "Rf1c1", "Rf1f3", "Kh2g3", "Pe4e5", "Ra1xa2", "Ra1xa2", "Rf1e1", "Ra1xa2" ]

[ "h2g1", "f1e1", "a1c1", "d3a6", "a1a2", "f1e1", "f1f4", "a1c1", "f1c1", "f1f3", "h2g3", "e4e5", "a1a2", "a1a2", "f1e1", "a1a2" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, true, false, false, false, false, false, false, false, true, true, false, true ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

933

18Wno

r1b1k2r/pp1ppp1p/1q4p1/8/3QP3/PpP1n3/1P2N1PP/RN2K2R w KQkq - 0 15

https://lichess.org/vCX405bS/black#28

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "m", "i", "d", "d", "l", "e", "...

[Event "rated rapid game"] [Site "https://lichess.org/vCX405bS"] [Date "2022.12.15"] [Round "-"] [White "wanrumbuk"] [Black "klausdiekmann"] [Result "1-0"] [GameId "vCX405bS"] [UTCDate "2022.12.15"] [UTCTime "23:27:24"] [WhiteElo "2029"] [BlackElo "2038"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-7"] [Variant "Standard...

c4e3 d4h8

1. e4 c5 2. Bc4 Nc6 3. a3 Nf6 4. d3 g6 5. Bg5 Bg7 6. Ne2 Qb6 7. Qc1 Nxe4 8. Bb3 c4 9. Be3 Bd4 10. dxe4 cxb3 11. c3 Bxe3 12. fxe3 Ne5 13. Qd2 Nc4 14. Qd4 Nxe3

Pe2e4 Pc7c5 Bf1c4 Nb8c6 Pa2a3 Ng8f6 Pd2d3 Pg7g6 Bc1g5 Bf8g7 Ng1e2 Qd8b6 Qd1c1 Nf6xe4 Bc4b3 Pc5c4 Bg5e3 Bg7d4 Pd3xe4 Pc4xb3 Pc2c3 Bd4xe3 Pf2xe3 Nc6e5 Qc1d2 Ne5c4 Qd2d4 Nc4xe3

[ 0, 8, 42, 44, 8, 31, 29, 6, 49, 28, 7, 24, 30, 8, 10, 11, 7, 64, 54, 8, 34, 35, 8, 63, 62, 6, 25, 61, 6, 56, 63, 7, 57, 42, 4, 40, 22, 4, 33, 25, 7, 54, 73, 44, 6, 28, 19, 8, 29, 28, 6, 61, 43, 6, 63, 36, ...

91

d4h8

Qxh8#

c4e3

Nxe3

[]

{"ground_truth": "['d4h8']", "style": "rule"}

2

29

108

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 6, 49, 28, 7, 24, 30, 8, 10, 11, 7, 64, 54, 8, 34, 35, 8, 63, 62, 6, 25, 61, 6, 56, 63, 7, 57, 42, 4, 40, 22, 4, 33, 25, 7, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qd4xh8+", "Ke1d2 Qb6xd4+ Pc3xd4 Ne3xg2 Rh1g1 N", "Qd4xh8+ Ke8e7 Ne2d4 Ne3c2+ Ke1d2 Nc2", "Qd4xh8+", "Qd4xe3 Qb6xe3", "Ke1f2 Ne3c2 Qd4xh8+", "Qd4xb6 Ne3c2+ Ke1d2 Pa7xb6 Nb1a3 Nc2", "Qd4xh8+", "Qd4xe3 Qb6xe3 Rh1f1 Pd7d6 Ne2d4 Qe3x", "Qd4xe3 Qb6c6 Nb1d2 O-O Qe3xb3 Pd7d6 O-O B", "Qd4xe3 Qb6b5 O-O Q...

[ "Qd4xh8+", "Ke1d2", "Qd4xh8+", "Qd4xh8+", "Qd4xe3", "Ke1f2", "Qd4xb6", "Qd4xh8+", "Qd4xe3", "Qd4xe3", "Qd4xe3", "Qd4xb6", "Qd4xe3", "Ke1f2", "", "Ne2f4" ]

[ "d4h8", "e1d2", "d4h8", "d4h8", "d4e3", "e1f2", "d4b6", "d4h8", "d4e3", "d4e3", "d4e3", "d4b6", "d4e3", "e1f2", "", "e2f4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true ]

[ true, false, true, true, false, false, false, true, false, false, false, false, false, false, false, false ]

15

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

1,125

0Wc4s

r1b2r1k/5p1p/p1q1pP2/8/1b2P2P/2N5/1PPQ4/R3KB1R b KQ - 0 18

https://lichess.org/mLOOYKSz#35

[ "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "i", "n", "t", "e", "r", "m", "e", "z", "z", "o", " ", "m", "i", "d", "d", "l", "e", "g", "...

[Event "rated rapid game"] [Site "https://lichess.org/mLOOYKSz"] [Date "2022.04.23"] [Round "-"] [White "ansi01"] [Black "Ukraine_will_win"] [Result "0-1"] [GameId "mLOOYKSz"] [UTCDate "2022.04.23"] [UTCTime "16:41:34"] [WhiteElo "2217"] [BlackElo "2192"] [WhiteRatingDiff "-8"] [BlackRatingDiff "+14"] [Variant "Standar...

f3e4 b4c3 b2c3 c6e4

1. e4 c5 2. Nf3 e6 3. d4 cxd4 4. Nxd4 Nc6 5. Nc3 Qc7 6. Be3 a6 7. a3 Nf6 8. f3 Be7 9. Qd2 O-O 10. g4 b5 11. h4 b4 12. Nxc6 Qxc6 13. axb4 Bxb4 14. Bd4 d5 15. Bxf6 gxf6 16. g5 dxe4 17. gxf6 Kh8 18. fxe4

Pe2e4 Pc7c5 Ng1f3 Pe7e6 Pd2d4 Pc5xd4 Nf3xd4 Nb8c6 Nb1c3 Qd8c7 Bc1e3 Pa7a6 Pa2a3 Ng8f6 Pf2f3 Bf8e7 Qd1d2 O-O Pg2g4 Pb7b5 Ph2h4 Pb5b4 Nd4xc6 Qc7xc6 Pa3xb4 Be7xb4 Be3d4 Pd7d5 Bd4xf6 Pg7xf6 Pg4g5 Pd5xe4 Pg5xf6 Kg8h8 Pf3xe4

[ 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 8, 47, 46, 8, 34, 36, 8, 29, 73, 36, 7, 51, 73, 36, 7, 24, 30, 7, 17, 27, 4, 40, 31, 6, 25, 43, 8, 15, 14, 8, 10, 11, 7, 64, 54, 8, 50, 51, 6, 56, 47, 4, 33, 34, 77, 8, ...

115

b4c3

Bxc3

f3e4

fxe4

[ "Pb2xc3" ]

{"ground_truth": "['b4c3', 'c6e4']", "style": "rule"}

3

26

133

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 8, 47, 46, 8, 34, 36, 8, 29, 73, 36, 7, 51, 73, 36, 7, 24, 30, 7, 17, 27, 4, 40, 31, 6, 25, 43, 8, 15, 14, 8, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tr...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qc6xe4+ Nc3xe4 Bb4xd2+ Ne4xd2 Rf8", "Bb4xc3 Pb2xc3 Qc6xe4+ Bf1e2 Qe4xh1", "Qc6xe4+ Bf1e2 Rf8g8 Qd2h6 Qe4xh1+", "Pe6e5 O-O-O Qc6xf6 Nc3d5 Bb4xd2+", "Rf8g8 O-O-O Qc6b6 Bf1e2 Bc8b7 Qd2h6 Qb6e3+", "Rf8g8 Qd2d4 Bb4c5 Qd4e5 Bc5f2+ Ke1xf2", "Qc6xe4+ Nc3xe4", "Bb4xc3 Pb2xc3 Qc6xe4+ Bf1e2 Qe4xh1", "Bc8b7 Bf...

[ "Qc6xe4+", "Bb4xc3", "Qc6xe4+", "Pe6e5", "Rf8g8", "Rf8g8", "Qc6xe4+", "Bb4xc3", "Bc8b7", "Pe6e5", "Qc6xe4+", "Qc6xe4+", "Qc6xe4+", "Bc8b7", "Qc6xe4+", "Bb4xc3" ]

[ "c6e4", "b4c3", "c6e4", "e6e5", "f8g8", "f8g8", "c6e4", "b4c3", "c8b7", "e6e5", "c6e4", "c6e4", "c6e4", "c8b7", "c6e4", "b4c3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, false, false, false, true, false, false, false, false, false, false, false, true ]

16

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

1,063

1Hmn1

r4rk1/pppn1ppp/6q1/4p3/2BPP1b1/P1P2N2/4QPK1/R1B3R1 b - - 4 16

https://lichess.org/Ry3tDCV5#31

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "d", "o", "u", "b", "l", "e", "C", "h", "e", "c", "k", " ", "m", "a", "s", "t", "e", "r", " ", "...

[Event "Lichess Quarantäne-Liga 13C Team Battle"] [Site "https://lichess.org/Ry3tDCV5"] [Date "2021.04.22"] [Round "-"] [White "Rokelis"] [Black "SillyManofwar"] [Result "1/2-1/2"] [GameId "Ry3tDCV5"] [UTCDate "2021.04.22"] [UTCTime "19:35:19"] [WhiteElo "2191"] [BlackElo "2315"] [WhiteRatingDiff "+2"] [BlackRatingDiff...

f1g1 g4f3 g2f3 g6g1

1. d4 d5 2. c4 dxc4 3. Nf3 Nf6 4. e3 Bg4 5. Bxc4 e6 6. Nc3 Nbd7 7. O-O Bb4 8. Qe2 O-O 9. h3 Bh5 10. a3 Bxc3 11. bxc3 e5 12. g4 Nxg4 13. hxg4 Bxg4 14. e4 Qf6 15. Kg2 Qg6 16. Rg1

Pd2d4 Pd7d5 Pc2c4 Pd5xc4 Ng1f3 Ng8f6 Pe2e3 Bc8g4 Bf1xc4 Pe7e6 Nb1c3 Nb8d7 O-O Bf8b4 Qd1e2 O-O Ph2h3 Bg4h5 Pa2a3 Bb4xc3 Pb2xc3 Pe6e5 Pg2g4 Nf6xg4 Ph3xg4 Bh5xg4 Pe3e4 Qd8f6 Kg1g2 Qf6g6 Rf1g1

[ 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 37, 73, 28, 7, 57, 51, 7, 64, 54, 8, 42, 43, 6, 32, 60, 6, 49, 73, 28, 8, 47, 46, 7, 17, 27, 7, 24, 39, 77, 6, 56, 20, 4, 33, 42, 77, 8, 66, 67, 6, 60, 69, 8, 10, 11, ...

97

g4f3

Bxf3+

f1g1

Rg1

[ "Kg2xf3" ]

{"ground_truth": "['g4f3', 'g6g1']", "style": "rule"}

2

60

108

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 37, 73, 28, 7, 57, 51, 7, 64, 54, 8, 42, 43, 6, 32, 60, 6, 49, 73, 28, 8, 47, 46, 7, 17, 27, 7, 24, 39, 77, 6, 56, 20, 4, 33, 42, ...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pe5xd4 Nf3h4 Nd7e5 Bc4a2 Bg4xe2+ Nh4", "Pe5xd4 Pc3xd4 Kg8h8 Bc1b2 Pf7f5 Bc4d3", "Qg6h5 Rg1h1 Qh5g6 Kg2f1 Pe5xd4 Bc1g5 B", "Nd7f6 Kg2f1 Bg4h3+ Kf1e1 Qg6xg1+ Ke1", "Ph7h5 Rg1h1 Bg4xf3+ Kg2xf3 Kg8h7 Qe2", "Pc7c5 Pd4d5 Pf7f5 Rg1h1 Pf5xe4 Rh1h4 P", "Qg6h5 Kg2f1 Pe5xd4 Rg1g3 Nd7e5 Bc4d5 P", "Nd7f6 Kg2f1 Ra...

[ "Pe5xd4", "Pe5xd4", "Qg6h5", "Nd7f6", "Ph7h5", "Pc7c5", "Qg6h5", "Nd7f6", "Bg4h3+", "Nd7f6", "Nd7f6", "Bg4xf3+", "Rf8e8", "Nd7f6", "Nd7f6", "Nd7f6" ]

[ "e5d4", "e5d4", "g6h5", "d7f6", "h7h5", "c7c5", "g6h5", "d7f6", "g4h3", "d7f6", "d7f6", "g4f3", "f8e8", "d7f6", "d7f6", "d7f6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false ]

16

1

0.0625

0.25

0.5

1

test_B1

lt_2400

972

0sPJc

3Q4/8/8/8/4P3/6p1/5k1p/7K b - - 0 61

https://lichess.org/xWcTAPDZ#121

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "l", "o", "n", "g", " ", "m", "a", "s", "t", "e", "r", " ", "...

[Event "rated blitz game"] [Site "https://lichess.org/xWcTAPDZ"] [Date "2021.12.08"] [Round "-"] [White "red_panda1"] [Black "Paradise2020"] [Result "0-1"] [GameId "xWcTAPDZ"] [UTCDate "2021.12.08"] [UTCTime "10:40:56"] [WhiteElo "2563"] [BlackElo "2374"] [WhiteRatingDiff "-8"] [BlackRatingDiff "+9"] [BlackTitle "CM"] ...

d7d8q g3g2 h1h2 g2g1q h2h3 g1g3

1. e4 c5 2. Nf3 Nc6 3. d4 Nxd4 4. Nxd4 cxd4 5. Qxd4 d6 6. c4 e5 7. Qd3 Nf6 8. Nc3 Be7 9. Bg5 Be6 10. g3 O-O 11. Bg2 Nd7 12. Be3 Rc8 13. b3 Nc5 14. Qd2 a5 15. O-O a4 16. Bxc5 dxc5 17. Qxd8 Rfxd8 18. Nxa4 Rd4 19. Nb6 Rcd8 20. Nd5 Bxd5 21. cxd5 b6 22. Rfc1 Ra8 23. a4 Rb4 24. Rcb1 Bd6 25. f3 g6 26. Bf1 f5 27. Bc4 Kf7 28. K...

Pe2e4 Pc7c5 Ng1f3 Nb8c6 Pd2d4 Nc6xd4 Nf3xd4 Pc5xd4 Qd1xd4 Pd7d6 Pc2c4 Pe7e5 Qd4d3 Ng8f6 Nb1c3 Bf8e7 Bc1g5 Bc8e6 Pg2g3 O-O Bf1g2 Nf6d7 Bg5e3 Ra8c8 Pb2b3 Nd7c5 Qd3d2 Pa7a5 O-O Pa5a4 Be3xc5 Pd6xc5 Qd2xd8 Rf8xd8 Nc3xa4 Rd8d4 Na4b6 Rc8d8 Nb6d5 Be6xd5 Pc4xd5 Pb7b6 Rf1c1 Rd8a8 Pa2a4 Rd4b4 Rc1b1 Be7d6 Pf2f3 Pg7g6 Bg2f1 Pf7f5 B...

[ 0, 8, 42, 44, 8, 31, 29, 7, 57, 51, 7, 24, 30, 8, 34, 36, 7, 30, 73, 36, 7, 51, 73, 36, 8, 29, 73, 36, 4, 33, 73, 36, 8, 39, 38, 8, 26, 28, 8, 47, 45, 4, 36, 35, 7, 64, 54, 7, 17, 27, 6, 56, 47, 6, 25, 61, ...

398

g3g2

g2+

d7d8q

d8=Q

[ "Kh1xh2", "Kh2h3" ]

{"ground_truth": "['g3g2', 'g2g1q', 'g1g3']", "style": "rule"}

11

26

504

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pg3g2+ Kh1xh2 Pg2g1=Q+ Kh2h3 Qg1g3", "Pg3g2+ Kh1xh2", "Pg3g2+ Kh1xh2 Pg2g1=Q+ Kh2h3 Qg1g3", "Pg3g2+", "Pg3g2+ Kh1xh2 Pg2g1=Q+ Kh2h3 Qg1g3", "Pg3g2+ Kh1xh2", "Pg3g2+ Kh1xh2 Pg2g1=Q+ Kh2h3", "Pg3g2+ Kh1xh2 Pg2g1=Q+ Kh2h3 Qg1g3", "Pg3g2+ Kh1xh2 Pg2g1=Q+ Kh2h3 Qg1g3", "Pg3g2+ Kh1xh2 Kf2f1 Qd8f8+ Kf1e...

[ "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+", "Pg3g2+" ]

[ "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2", "g3g2" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

1

test_B1

lt_2400

1,005

0U0fj

2r1r1k1/pp3ppp/8/4q3/1PQ1P3/P4RP1/5RKP/2b5 w - - 3 28

https://lichess.org/7OT5XHsV/black#54

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "4", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "s", "a", "c", "r", "i", "f", "i", "c", "...

[Event "rated rapid game"] [Site "https://lichess.org/7OT5XHsV"] [Date "2019.03.06"] [Round "-"] [White "Thesis7"] [Black "bazengaGM"] [Result "1-0"] [GameId "7OT5XHsV"] [UTCDate "2019.03.06"] [UTCTime "20:05:01"] [WhiteElo "1772"] [BlackElo "1641"] [WhiteRatingDiff "+86"] [BlackRatingDiff "-14"] [Variant "Standard"] [...

d8c8 c4f7 g8h8 f7f8 e8f8 f3f8 c8f8 f2f8

1. d4 e6 2. c4 d5 3. Nf3 c5 4. e3 Nc6 5. Nc3 Nf6 6. Be2 Bd6 7. dxc5 Bxc5 8. O-O O-O 9. a3 Re8 10. b4 Bd6 11. cxd5 exd5 12. Nxd5 Nxd5 13. g3 Nc3 14. Qc2 Nxe2+ 15. Qxe2 Ne5 16. Nd4 Bh3 17. Rd1 Qf6 18. Bb2 Bg4 19. f3 Bxf3 20. Nxf3 Nxf3+ 21. Kg2 Be5 22. Rf1 Bxb2 23. Rxf3 Qc3 24. Raf1 Rad8 25. R1f2 Bc1 26. e4 Qe5 27. Qc4 Rc...

Pd2d4 Pe7e6 Pc2c4 Pd7d5 Ng1f3 Pc7c5 Pe2e3 Nb8c6 Nb1c3 Ng8f6 Bf1e2 Bf8d6 Pd4xc5 Bd6xc5 O-O O-O Pa2a3 Rf8e8 Pb2b4 Bc5d6 Pc4xd5 Pe6xd5 Nc3xd5 Nf6xd5 Pg2g3 Nd5c3 Qd1c2 Nc3xe2+ Qc2xe2 Nc6e5 Nf3d4 Bc8h3 Rf1d1 Qd8f6 Bc1b2 Bh3g4 Pf2f3 Bg4xf3 Nd4xf3 Ne5xf3+ Kg1g2 Bd6e5 Rd1f1 Be5xb2 Rf1xf3 Qf6c3 Ra1f1 Ra8d8 Rf1f2 Bb2c1 Pe3e4 Qc3...

[ 0, 8, 34, 36, 8, 47, 46, 8, 26, 28, 8, 39, 37, 7, 57, 51, 8, 31, 29, 8, 42, 43, 7, 24, 30, 7, 17, 27, 7, 64, 54, 6, 49, 42, 6, 56, 38, 8, 36, 73, 29, 6, 38, 73, 29, 77, 77, 8, 10, 11, 5, 56, 48, 8, 18, 20, ...

174

c4f7

Qxf7+

d8c8

Rc8

[ "Kg8h8", "Re8xf8", "Rc8xf8" ]

{"ground_truth": "['c4f7', 'f7f8', 'f3f8', 'f2f8']", "style": "rule"}

6

2

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 47, 46, 8, 26, 28, 8, 39, 37, 7, 57, 51, 8, 31, 29, 8, 42, 43, 7, 24, 30, 7, 17, 27, 7, 64, 54, 6, 4...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, t...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qc4xf7+ Kg8h8 Rf2e2 Qe5b2 Re2xb2 Bc1", "Qc4xf7+ Kg8h8 Qf7xb7 Rc8c2 Qb7b6 Ph7", "Qc4a2 Rc8c7 Qa2b3 Bc1h6 Rf3f5 Re8e7 Rf5", "Rf3xf7 Rc8xc4 Ph2h4 Rc4xe4 Rf7f2 Re4", "Qc4xf7+ Kg8h8 Ph2h4 Rc8c3 Rf3f5 Qe5x", "Qc4xf7+ Kg8h8 Rf3f5 Re8e7 Qf7xe7 Qe5", "Qc4xf7+ Kg8h8 Kg2h3 Qe5e6+ Qf7xe6 R", "Qc4xf7+ Kg8h8 Rf2e2...

[ "Qc4xf7+", "Qc4xf7+", "Qc4a2", "Rf3xf7", "Qc4xf7+", "Qc4xf7+", "Qc4xf7+", "Qc4xf7+", "Qc4xf7+", "Qc4e2", "Qc4xf7+", "Qc4xf7+", "Qc4xf7+", "Qc4xf7+", "Qc4xf7+", "Qc4xf7+" ]

[ "c4f7", "c4f7", "c4a2", "f3f7", "c4f7", "c4f7", "c4f7", "c4f7", "c4f7", "c4e2", "c4f7", "c4f7", "c4f7", "c4f7", "c4f7", "c4f7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, false, false, true, true, true, true, true, false, true, true, true, true, true, true ]

16

13

0.8125

1

test_B1

lt_2400

946

0TlIw

rn3rk1/pp1n1pb1/3p2p1/3Np1q1/1P2P3/8/P2BBP1R/R2QK1N1 b Q - 0 17

https://lichess.org/WLayW3VN#33

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "f", "o", "r", "k", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "o", "p", "e", "n", "i", "n", "g", " ", "s", "h", "o", "r", "t" ]

[Event "rated rapid game"] [Site "https://lichess.org/WLayW3VN"] [Date "2025.02.07"] [Round "-"] [White "raeuropa"] [Black "BurundykSer"] [Result "0-1"] [GameId "WLayW3VN"] [UTCDate "2025.02.07"] [UTCTime "16:52:15"] [WhiteElo "1664"] [BlackElo "1773"] [WhiteRatingDiff "-4"] [BlackRatingDiff "+9"] [Variant "Standard"] ...

e3e4 g5g1 e2f1 g1h2

1. d4 Nf6 2. c4 g6 3. Nc3 Bg7 4. e3 d6 5. Be2 O-O 6. h4 e5 7. d5 c6 8. h5 cxd5 9. cxd5 Bf5 10. hxg6 hxg6 11. g4 Be4 12. Rh2 Qa5 13. Bd2 Bxd5 14. g5 Nfd7 15. b4 Qd8 16. Nxd5 Qxg5 17. e4

Pd2d4 Ng8f6 Pc2c4 Pg7g6 Nb1c3 Bf8g7 Pe2e3 Pd7d6 Bf1e2 O-O Ph2h4 Pe7e5 Pd4d5 Pc7c6 Ph4h5 Pc6xd5 Pc4xd5 Bc8f5 Ph5xg6 Ph7xg6 Pg2g4 Bf5e4 Rh1h2 Qd8a5 Bc1d2 Be4xd5 Pg4g5 Nf6d7 Pb2b4 Qa5d8 Nc3xd5 Qd8xg5 Pe3e4

[ 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 63, 62, 7, 17, 27, 6, 56, 63, 8, 42, 43, 8, 39, 38, 6, 49, 42, 77, 8, 66, 68, 8, 47, 45, 8, 36, 37, 8, 31, 30, 8, 68, 69, 8, 30, 73, 37, 8, 28, 73, 37, 6, 32, 53, 8, ...

105

g5g1

Qxg1+

e3e4

e4

[ "Be2f1" ]

{"ground_truth": "['g5g1', 'g1h2']", "style": "rule"}

2

105

108

[ 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 63, 62, 7, 17, 27, 6, 56, 63, 8, 42, 43, 8, 39, 38, 6, 49, 42, 77, 8, 66, 68, 8, 47, 45, 8, 36, 37, 8, 31, 30, 8, 68, 69, 8, 30, 73, 37, 8, 28, 73, 37, 6, 3...

[ false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qg5d8 Bd2c3 Nb8a6 Be2xa6 Pb7xa6 Ng1f3", "Pf7f5 Bd2xg5 Pf5xe4", "Qg5d8 Bd2h6 Bg7xh6 Rh2xh6 Nd7f6 Nd5x", "Qg5d8 Bd2h6 Pf7f5 Pe4xf5 Rf8xf5 Bh6x", "Qg5e7 Bd2g5 Pf7f6 Bg5e3 Pf6f5 Pf2f3 Pf5", "Qg5d8 Ng1f3 Pf7f5 Bd2g5 Qd8e8 Bg5e7 Qe8", "Qg5d8 Be2c4 Pa7a6 Ng1e2 Pb7b5 Bc4b3 Nd7", "Qg5d8 Ng1f3 Nb8a6 Pa2a3 Nd7f...

[ "Qg5d8", "Pf7f5", "Qg5d8", "Qg5d8", "Qg5e7", "Qg5d8", "Qg5d8", "Qg5d8", "Qg5d8", "Qg5d8", "Qg5d8", "Qg5d8", "Qg5xd2+", "Nb8c6", "Qg5d8", "Qg5d8" ]

[ "g5d8", "f7f5", "g5d8", "g5d8", "g5e7", "g5d8", "g5d8", "g5d8", "g5d8", "g5d8", "g5d8", "g5d8", "g5d2", "b8c6", "g5d8", "g5d8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

0

test_B1

lt_2400

848

1NzVC

r5k1/p2p1ppp/1p5r/8/6Q1/PP2Pn2/B4P1R/R2N3K b - - 0 25

https://lichess.org/7eLMkjiv#49

[ "a", "r", "a", "b", "i", "a", "n", "M", "a", "t", "e", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "m", "i", "d", "d", "l", "...

[Event "rated rapid game"] [Site "https://lichess.org/7eLMkjiv"] [Date "2021.04.14"] [Round "-"] [White "Mauri78"] [Black "avi_watwani"] [Result "0-1"] [GameId "7eLMkjiv"] [UTCDate "2021.04.14"] [UTCTime "17:09:12"] [WhiteElo "1811"] [BlackElo "1848"] [WhiteRatingDiff "-5"] [BlackRatingDiff "+7"] [Variant "Standard"] [...

g2h2 h6h2

1. d4 e5 2. c4 exd4 3. Qxd4 Nf6 4. Bf4 b6 5. e3 Bc5 6. Qd1 O-O 7. Bd3 Bb7 8. Nf3 Nc6 9. a3 Re8 10. O-O Bd6 11. Bxd6 cxd6 12. Nc3 Ne5 13. Bb1 Bxf3 14. gxf3 Nxc4 15. b3 Ne5 16. Qxd6 Nxf3+ 17. Kg2 Nh4+ 18. Kh1 Ng4 19. Nd1 Qg5 20. Rg1 Qh5 21. Ba2 Nf3 22. Rg2 Re6 23. Qg3 Rh6 24. Qxg4 Qxh2+ 25. Rxh2

Pd2d4 Pe7e5 Pc2c4 Pe5xd4 Qd1xd4 Ng8f6 Bc1f4 Pb7b6 Pe2e3 Bf8c5 Qd4d1 O-O Bf1d3 Bc8b7 Ng1f3 Nb8c6 Pa2a3 Rf8e8 O-O Bc5d6 Bf4xd6 Pc7xd6 Nb1c3 Nc6e5 Bd3b1 Bb7xf3 Pg2xf3 Ne5xc4 Pb2b3 Nc4e5 Qd1xd6 Ne5xf3+ Kg1g2 Nf3h4+ Kg2h1 Nf6g4 Nc3d1 Qd8g5 Rf1g1 Qg5h5 Bb1a2 Nh4f3 Rg1g2 Re8e6 Qd6g3 Re6h6 Qg3xg4 Qh5xh2+ Rg2xh2

[ 0, 8, 34, 36, 8, 47, 45, 8, 26, 28, 8, 45, 73, 36, 4, 33, 73, 36, 7, 64, 54, 6, 25, 52, 8, 23, 22, 8, 42, 43, 6, 56, 29, 4, 36, 33, 77, 6, 49, 35, 6, 32, 23, 7, 57, 51, 7, 24, 30, 8, 10, 11, 5, 56, 48, 77, ...

159

h6h2

Rxh2#

g2h2

Rxh2

[]

{"ground_truth": "['h6h2']", "style": "rule"}

5

25

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 47, 45, 8, 26, 28, 8, 45, 73, 36, 4, 33, 73, 36, 7, 64, 54, 6, 25, 52, 8, 23, 22, 8, 42, 43, 6, 56, 29, 4, 36, 33, 77, 6, 49, 35, 6, 32, 23, 7,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rh6xh2#", "Rh6xh2#", "Rh6xh2#", "Nf3xh2 Qg4d7 Ra8f8 Qd7xa7 Rf8d8 Nd1c3", "Nf3xh2 Qg4g2 Ra8e8 Ba2b1 Nh2f3 Bb1e4 R", "Nf3xh2 Qg4xg7+ Kg8xg7 Kh1xh2 Ra8e8", "", "Rh6xh2#", "Rh6xh2#", "", "Nf3xh2 Qg4xd7 Rh6h3 Qd7xf7+ Kg8h8 Q", "Rh6xh2#", "Rh6xh2#", "Rh6xh2#", "Nf3xh2 Qg4xd7 Pg7g6 Pb3b4 Ra8f8...

[ "Rh6xh2#", "Rh6xh2#", "Rh6xh2#", "Nf3xh2", "Nf3xh2", "Nf3xh2", "", "Rh6xh2#", "Rh6xh2#", "", "Nf3xh2", "Rh6xh2#", "Rh6xh2#", "Rh6xh2#", "Nf3xh2", "Nf3xh2" ]

[ "h6h2", "h6h2", "h6h2", "f3h2", "f3h2", "f3h2", "", "h6h2", "h6h2", "", "f3h2", "h6h2", "h6h2", "h6h2", "f3h2", "f3h2" ]

[ true, true, true, true, true, true, false, true, true, false, true, true, true, true, true, true ]

[ true, true, true, false, false, false, false, true, true, false, false, true, true, true, false, false ]

14

8

0.5

0.961538

0.999922

1

test_B1

lt_2400

956

0sL8W

8/6K1/p3kp2/1p6/8/1P5P/P7/8 b - - 1 55

https://lichess.org/EgcoiAKt#109

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "p", "a", "w", "n", "E", "n", "d", "g", "a", "m", "e", " ", "p", "r", "o", "...

[Event "rated bullet game"] [Site "https://lichess.org/EgcoiAKt"] [Date "2023.11.19"] [Round "-"] [White "sahiljbutani"] [Black "DuvManR"] [Result "1/2-1/2"] [GameId "EgcoiAKt"] [UTCDate "2023.11.19"] [UTCTime "09:29:20"] [WhiteElo "1556"] [BlackElo "1543"] [WhiteRatingDiff "+0"] [BlackRatingDiff "+1"] [Variant "Standa...

h6g7 f6f5 h3h4 f5f4 h4h5 f4f3 h5h6 f3f2 h6h7 f2f1q

1. d4 d5 2. Bf4 c5 3. e3 e6 4. Nd2 Nf6 5. c3 cxd4 6. exd4 Be7 7. Ngf3 O-O 8. Bd3 h6 9. O-O Nc6 10. Ne5 a6 11. Bg3 Nxe5 12. dxe5 Nd7 13. f4 b5 14. Qg4 Bb7 15. Nf3 Nc5 16. Bc2 Rc8 17. f5 exf5 18. Qxf5 g6 19. Qg4 h5 20. Qf4 Ne6 21. Qh6 d4 22. Rad1 Bxf3 23. Rxf3 Qb6 24. Rc1 d3+ 25. Bf2 Qxf2+ 26. Rxf2 dxc2 27. Rcxc2 Bg5 28....

Pd2d4 Pd7d5 Bc1f4 Pc7c5 Pe2e3 Pe7e6 Nb1d2 Ng8f6 Pc2c3 Pc5xd4 Pe3xd4 Bf8e7 Ng1f3 O-O Bf1d3 Ph7h6 O-O Nb8c6 Nf3e5 Pa7a6 Bf4g3 Nc6xe5 Pd4xe5 Nf6d7 Pf2f4 Pb7b5 Qd1g4 Bc8b7 Nd2f3 Nd7c5 Bd3c2 Ra8c8 Pf4f5 Pe6xf5 Qg4xf5 Pg7g6 Qf5g4 Ph6h5 Qg4f4 Nc5e6 Qf4h6 Pd5d4 Ra1d1 Bb7xf3 Rf1xf3 Qd8b6 Rd1c1 Pd4d3+ Bg3f2 Qb6xf2+ Rf3xf2 Pd3xc2...

[ 0, 8, 34, 36, 8, 39, 37, 6, 25, 52, 8, 31, 29, 8, 42, 43, 8, 47, 46, 7, 17, 34, 7, 64, 54, 8, 26, 27, 8, 29, 73, 36, 8, 43, 73, 36, 6, 56, 47, 7, 57, 51, 77, 6, 49, 35, 8, 71, 70, 77, 7, 24, 30, 7, 51, 45, ...

353

f6f5

f5

h6g7

Kg7

[ "Ph3h4", "Ph4h5", "Ph5h6", "Ph6h7" ]

{"ground_truth": "['f6f5', 'f5f4', 'f4f3', 'f3f2', 'f2f1q']", "style": "rule"}

10

106

369

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 6, 25, 52, 8, 31, 29, 8, 42, 43, 8, 47, 46, 7, 17, 34, 7, 64, 54, 8, 26, 27, 8, 29, 73, 36, 8, 43, 73, 36, 6, 56, 47, 7, 57, 51, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

369

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pf6f5 Kg7g6 Ke6e5 Kg6g5 Pf5f4 Ph3h4 Pf4", "Pf6f5 Kg7g6 Pf5f4 Ph3h4 Pf4f3 Ph4h5 Pf3", "Pf6f5 Ph3h4 Pf5f4 Ph4h5 Pf4f3 Ph5h6 Pf3", "Pf6f5 Ph3h4 Pf5f4 Ph4h5 Pf4f3 Ph5h6 Pf3", "Pf6f5 Ph3h4 Ke6d5 Ph4h5 Pf5f4 Ph5h6 Pf4", "Pf6f5 Ph3h4 Ke6e5 Ph4h5 Pf5f4 Ph5h6 Pf4", "Ke6d5 Ph3h4 Kd5d4 Ph4h5 Kd4c3 Ph5h6 Kc3", "...

[ "Pf6f5", "Pf6f5", "Pf6f5", "Pf6f5", "Pf6f5", "Pf6f5", "Ke6d5", "Ke6d6", "Pf6f5", "Pf6f5", "Pf6f5", "Pf6f5", "Ke6f5", "Ke6e5", "Ke6f5", "Pf6f5" ]

[ "f6f5", "f6f5", "f6f5", "f6f5", "f6f5", "f6f5", "e6d5", "e6d6", "f6f5", "f6f5", "f6f5", "f6f5", "e6f5", "e6e5", "e6f5", "f6f5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, false, false, true, true, true, true, false, false, false, true ]

16

11

0.6875

0.997253

1

test_B1

lt_2400

1,183

1HSqi

r1b1kbnr/ppp2pp1/3p2qp/4p1BP/2B1P3/2NP1n2/PPP2PP1/R2QK2R w KQkq - 0 9

https://lichess.org/0EuqddlS/black#16

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "a", "t", "t", "a", "c", "k", "i", "n", "g", "F", "2", "F", "7", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "l", "o", "n", "g", " ", "o", "p", "e", "n", "i", "...

[Event "rated rapid game"] [Site "https://lichess.org/0EuqddlS"] [Date "2024.03.27"] [Round "-"] [White "AndreyPodolsky"] [Black "Josue_CD"] [Result "1-0"] [GameId "0EuqddlS"] [UTCDate "2024.03.27"] [UTCTime "21:13:52"] [WhiteElo "1553"] [BlackElo "1583"] [WhiteRatingDiff "+7"] [BlackRatingDiff "-6"] [Variant "Standard...

d4f3 d1f3 g6g5 f3f7 e8d8 f7f8

1. e4 Nc6 2. Nf3 e5 3. Bc4 d6 4. d3 Qf6 5. Bg5 Qg6 6. Nc3 Nd4 7. h4 h6 8. h5 Nxf3+

Pe2e4 Nb8c6 Ng1f3 Pe7e5 Bf1c4 Pd7d6 Pd2d3 Qd8f6 Bc1g5 Qf6g6 Nb1c3 Nc6d4 Ph2h4 Ph7h6 Ph4h5 Nd4xf3+

[ 0, 8, 42, 44, 7, 24, 30, 7, 57, 51, 8, 47, 45, 6, 49, 28, 8, 39, 38, 8, 34, 35, 4, 40, 54, 6, 25, 61, 4, 54, 62, 7, 17, 27, 7, 30, 36, 8, 66, 68, 8, 71, 70, 8, 68, 69, 7, 36, 73, 51, 75 ]

51

d1f3

Qxf3

d4f3

Nxf3+

[ "Qg6xg5", "Ke8d8" ]

{"ground_truth": "['d1f3', 'f3f7', 'f7f8']", "style": "rule"}

0

54

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 7, 24, 30, 7, 57, 51, 8, 47, 45, 6, 49, 28, 8, 39, 38, 8, 34, 35, 4, 40, 54, 6, 25, 61, 4, 54, 62, 7, 17, 27, 7, 30, 36, 8, 66, 68, 8, 71, 70, 8, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ke1f1 Nf3xg5 Nc3d5 Qg6f6 Nd5xf6+ Ng8", "Pg2xf3 Qg6xg5 Rh1g1 Qg5xh5 Qd1e2 Bc8", "Qd1xf3 Qg6xg5 Qf3xf7+ Ke8d8 Qf7xf8", "Pg2xf3 Qg6xg5 Nc3b5 Qg5e7 Ra1b1 Pa7a6", "Qd1xf3 Qg6xg5 Nc3d5 Qg5d8 Qf3g3 Bc8e6", "Qd1xf3 Qg6xg5 Qf3xf7+ Ke8d8 Qf7xf8", "Qd1xf3 Bf8e7 Bg5xe7 Ng8xe7 Bc4xf7+", "Qd1xf3 Qg6xg5", "Qd1xf3...

[ "Ke1f1", "Pg2xf3", "Qd1xf3", "Pg2xf3", "Qd1xf3", "Qd1xf3", "Qd1xf3", "Qd1xf3", "Qd1xf3", "Qd1xf3", "Qd1xf3", "Pg2xf3", "Pg2xf3", "Pg2xf3", "Qd1xf3", "Qd1xf3" ]

[ "e1f1", "g2f3", "d1f3", "g2f3", "d1f3", "d1f3", "d1f3", "d1f3", "d1f3", "d1f3", "d1f3", "g2f3", "g2f3", "g2f3", "d1f3", "d1f3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, false, true, true, true, true, true, true, true, false, false, false, true, true ]

16

10

0.625

0.991758

1

test_B1

lt_2400

1,033

1BZNf

rnb2rk1/pp1p1ppp/2p5/4P3/2B1n2q/5Q2/PPPN1PPP/R1B2RK1 b - - 1 9

https://lichess.org/aTmBjYp2#17

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "...

[Event "rated blitz game"] [Site "https://lichess.org/aTmBjYp2"] [Date "2022.04.13"] [Round "-"] [White "Abo_Nayef"] [Black "Longtermist"] [Result "1-0"] [GameId "aTmBjYp2"] [UTCDate "2022.04.13"] [UTCTime "03:16:58"] [WhiteElo "1852"] [BlackElo "1852"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-6"] [Variant "Standard"]...

b1d2 e4d2 c1d2 h4c4

1. e4 e5 2. Nf3 Nf6 3. Bc4 Nxe4 4. Nxe5 Qh4 5. O-O Bd6 6. d4 O-O 7. Qf3 Bxe5 8. dxe5 c6 9. Nd2

Pe2e4 Pe7e5 Ng1f3 Ng8f6 Bf1c4 Nf6xe4 Nf3xe5 Qd8h4 O-O Bf8d6 Pd2d4 O-O Qd1f3 Bd6xe5 Pd4xe5 Pc7c6 Nb1d2

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 64, 54, 6, 49, 28, 7, 54, 73, 44, 7, 51, 73, 45, 4, 40, 68, 77, 6, 56, 38, 8, 34, 36, 77, 4, 33, 51, 6, 38, 73, 45, 8, 36, 73, 45, 8, 31, 30, 7, 17, 34 ]

52

e4d2

Nxd2

b1d2

Nd2

[ "Bc1xd2" ]

{"ground_truth": "['e4d2', 'h4c4']", "style": "rule"}

0

60

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 64, 54, 6, 49, 28, 7, 54, 73, 44, 7, 51, 73, 45, 4, 40, 68, 77, 6, 56, 38, 8, 34, 36, 77, 4, 33, 51, 6, 38, 73, 45, 8, 36, 7...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nb8a6 Nd2xe4 Pb7b5 Bc4d3 Pc6c5 Pc2c4 P", "Pd7d5 Pe5xd6 Ne4xd2 Bc1xd2 Bc8e6 Bc4", "Pb7b5 Bc4b3 Ne4c5 Bb3xf7+ Rf8xf7 Qf3", "Ne4xd2 Qf3xf7+ Rf8xf7 Bc4xf7+ Kg8", "Ne4xd2 Bc1xd2 Pb7b6 Bd2b4 Bc8b7 Bb4x", "Pb7b5 Bc4b3 Ne4c5 Nd2e4 Nc5xe4 Qf3xe4", "Pd7d5 Bc4d3 Qh4g5 Nd2xe4 Bc8h3 Qf3xh3", "Ne4xd2 Bc1xd2 Pd7d5 ...

[ "Nb8a6", "Pd7d5", "Pb7b5", "Ne4xd2", "Ne4xd2", "Pb7b5", "Pd7d5", "Ne4xd2", "Pd7d5", "Ne4xd2", "Rf8e8", "Qh4e7", "Pd7d5", "Ne4g5", "Qh4d8", "Ne4xd2" ]

[ "b8a6", "d7d5", "b7b5", "e4d2", "e4d2", "b7b5", "d7d5", "e4d2", "d7d5", "e4d2", "f8e8", "h4e7", "d7d5", "e4g5", "h4d8", "e4d2" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, true, true, false, false, true, false, true, false, false, false, false, false, true ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

822

0pT5i

2kr3r/3n2p1/p1p2p2/3p2p1/P2P2P1/b1P2PBP/2P3K1/4RB2 w - - 0 26

https://lichess.org/DNO1ZvEg/black#50

[ "b", "o", "d", "e", "n", "M", "a", "t", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "o", "n", "e", "M", "o", "v", "e", " ", "q", "u", "e", "...

[Event "rated rapid game"] [Site "https://lichess.org/DNO1ZvEg"] [Date "2023.10.27"] [Round "-"] [White "Cherry-Bomb"] [Black "kkpraveenkumar"] [Result "1-0"] [GameId "DNO1ZvEg"] [UTCDate "2023.10.27"] [UTCTime "02:22:05"] [WhiteElo "2046"] [BlackElo "2015"] [WhiteRatingDiff "+61"] [BlackRatingDiff "-5"] [Variant "Stan...

b7c6 f1a6

1. Nc3 Nf6 2. d4 d5 3. Nf3 c6 4. h3 Bf5 5. g4 Bg6 6. Bf4 Qa5 7. Nh4 Ne4 8. Nxg6 hxg6 9. Qd3 Nxc3 10. Qxc3 Qxc3+ 11. bxc3 Nd7 12. Bg2 Nf6 13. f3 O-O-O 14. e4 a6 15. Rb1 e6 16. O-O Nd7 17. a4 f6 18. Bg3 g5 19. exd5 exd5 20. Rfe1 Nb8 21. Re6 Kd7 22. Rbe1 Ba3 23. Bf1 Kc8 24. Kg2 Nd7 25. Rxc6+ bxc6

Nb1c3 Ng8f6 Pd2d4 Pd7d5 Ng1f3 Pc7c6 Ph2h3 Bc8f5 Pg2g4 Bf5g6 Bc1f4 Qd8a5 Nf3h4 Nf6e4 Nh4xg6 Ph7xg6 Qd1d3 Ne4xc3 Qd3xc3 Qa5xc3+ Pb2xc3 Nb8d7 Bf1g2 Nd7f6 Pf2f3 O-O-O Pe2e4 Pa7a6 Ra1b1 Pe7e6 O-O Nf6d7 Pa2a4 Pf7f6 Bf4g3 Pg6g5 Pe4xd5 Pe6xd5 Rf1e1 Nd7b8 Re1e6 Kc8d7 Rb1e1 Bf8a3 Bg2f1 Kd7c8 Kg1g2 Nb8d7 Re6xc6+ Pb7xc6

[ 0, 7, 17, 27, 7, 64, 54, 8, 34, 36, 8, 39, 37, 7, 57, 51, 8, 31, 30, 8, 66, 67, 6, 32, 53, 8, 58, 60, 6, 53, 62, 6, 25, 52, 4, 40, 13, 7, 51, 68, 7, 54, 44, 7, 68, 73, 62, 8, 71, 73, 62, 4, 33, 35, 7, 44, ...

159

f1a6

Bxa6#

b7c6

bxc6

[]

{"ground_truth": "['f1a6']", "style": "rule"}

5

26

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 7, 17, 27, 7, 64, 54, 8, 34, 36, 8, 39, 37, 7, 57, 51, 8, 31, 30, 8, 66, 67, 6, 32, 53, 8, 58, 60, 6, 53, 62, 6, 25, 52, 4, 40, 13, 7, 51, 68, 7, 54, 44, 7, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Re1e6 Kc8b7 Bf1xa6+ Kb7c7 Bg3xb8+ R", "Bf1xa6#", "Re1e6 Kc8b7 Bf1d3 Ba3b2 Bd3xa6+ Kb7c7", "Re1b1 Ba3d6 Rb1b6 Kc8c7 Rb6xa6 Bd6xg3", "Re1b1 Nd7b6 Bf1xa6+ Kc8c7 Ba6d3 Rd8d7", "Bf1xa6+ Kc8c7 Bg3xb8+ Rd8xb8 Ba6e2", "Re1b1 Nd7f8 Pf3f4 Rd8d7 Bf1xa6+ Rd7b7", "Bg3c7 Kc8xc7", "Bf1xa6+ Kc8c7 Re1e6 Ba3d6 Bg3f2...

[ "Re1e6", "Bf1xa6#", "Re1e6", "Re1b1", "Re1b1", "Bf1xa6+", "Re1b1", "Bg3c7", "Bf1xa6+", "Re1xe7", "Re1xe7", "Bf1xa6+", "Pf3f4", "Bf1xa6#", "Bf1xa6+", "Bf1xa6+" ]

[ "e1e6", "f1a6", "e1e6", "e1b1", "e1b1", "f1a6", "e1b1", "g3c7", "f1a6", "e1e7", "e1e7", "f1a6", "f3f4", "f1a6", "f1a6", "f1a6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, false, true, false, false, true, false, false, true, false, true, true, true ]

16

7

0.4375

0.930769

0.999301

1

test_B1

lt_2400

957

1H7J2

3r2k1/rb3p1p/p5p1/1pn1b3/8/7N/P1B2PPP/3RR1K1 w - - 0 24

https://lichess.org/Az5DUTmF/black#46

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "i", "n", "t", "e", "r", "m", "e", "z", "z", "o", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "...

[Event "rated rapid game"] [Site "https://lichess.org/Az5DUTmF"] [Date "2020.08.28"] [Round "-"] [White "DovaMaou"] [Black "Chkalovec1936"] [Result "1-0"] [GameId "Az5DUTmF"] [UTCDate "2020.08.28"] [UTCTime "02:46:20"] [WhiteElo "1645"] [BlackElo "1608"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-5"] [Variant "Standard"...

d4e5 d1d8 g8g7 e1e5

1. d4 g6 2. c4 Bg7 3. Nc3 Nf6 4. Bf4 a6 5. e3 d5 6. cxd5 Nxd5 7. Bg3 b6 8. Bd3 O-O 9. Nge2 Nxc3 10. bxc3 c5 11. O-O Nd7 12. Bc2 b5 13. Nf4 e5 14. Nh3 exd4 15. cxd4 cxd4 16. exd4 Qb6 17. Be4 Ra7 18. Re1 Bb7 19. Bc2 Rd8 20. Qg4 Qxd4 21. Qxd4 Bxd4 22. Rad1 Nc5 23. Be5 Bxe5

Pd2d4 Pg7g6 Pc2c4 Bf8g7 Nb1c3 Ng8f6 Bc1f4 Pa7a6 Pe2e3 Pd7d5 Pc4xd5 Nf6xd5 Bf4g3 Pb7b6 Bf1d3 O-O Ng1e2 Nd5xc3 Pb2xc3 Pc7c5 O-O Nb8d7 Bd3c2 Pb6b5 Ne2f4 Pe7e5 Nf4h3 Pe5xd4 Pc3xd4 Pc5xd4 Pe3xd4 Qd8b6 Bc2e4 Ra8a7 Rf1e1 Bc8b7 Be4c2 Rf8d8 Qd1g4 Qb6xd4 Qg4xd4 Bg7xd4 Ra1d1 Nd7c5 Bg3e5 Bd4xe5

[ 0, 8, 34, 36, 8, 63, 62, 8, 26, 28, 6, 56, 63, 7, 17, 27, 7, 64, 54, 6, 25, 52, 8, 15, 14, 8, 42, 43, 8, 39, 37, 8, 28, 73, 37, 7, 54, 73, 37, 6, 52, 59, 8, 23, 22, 6, 49, 35, 77, 7, 57, 42, 7, 37, 73, 27, ...

147

d1d8

Rxd8+

d4e5

Bxe5

[ "Kg8g7" ]

{"ground_truth": "['d1d8', 'e1e5']", "style": "rule"}

4

80

155

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 63, 62, 8, 26, 28, 6, 56, 63, 7, 17, 27, 7, 64, 54, 6, 25, 52, 8, 15, 14, 8, 42, 43, 8, 39, 37, 8, 28, 73, 37, 7, 54, 73, 37, 6, 52, 59, 8, 23, 22, 6, 49, 35, 77, ...

[ false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rd1xd8+ Kg8g7 Re1xe5 Nc5d7 Re5e8", "Rd1xd8+ Kg8g7 Re1xe5 Nc5e6 Rd8d7 Bb7", "Rd1xd8+ Kg8g7 Re1xe5 Nc5a4 Re5e7 Na4", "Rd1xd8+ Kg8g7 Re1xe5", "Rd1xd8+ Kg8g7 Nh3g5 Bb7a8 Re1xe5 Nc5", "Rd1xd8+ Kg8g7 Re1xe5 Nc5d7 Re5e7 Nd7", "Rd1xd8+ Kg8g7 Re1xe5 Nc5d3 Re5e8", "Rd1xd8+ Kg8g7 Re1xe5", "Re1xe5 Nc5d7 Re5e7 ...

[ "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Re1xe5", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+", "Rd1xd8+" ]

[ "d1d8", "d1d8", "d1d8", "d1d8", "d1d8", "d1d8", "d1d8", "d1d8", "e1e5", "d1d8", "d1d8", "d1d8", "d1d8", "d1d8", "d1d8", "d1d8" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ]

16

15

0.9375

1

test_B1

lt_2400

1,128

1NpH9

4k3/3nrp2/p1pp3Q/P3q3/2P1R3/7P/2B2PP1/6K1 b - - 4 33

https://lichess.org/bGvBbgws#65

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "e", "n", "d", "g", "a", "m", "e", " ", "f", "o", "r", "k", " ", "m", "a", "s", "t", "e", "...

[Event "rated blitz game"] [Site "https://lichess.org/bGvBbgws"] [Date "2021.04.02"] [Round "-"] [White "imdejong"] [Black "jt68"] [Result "0-1"] [GameId "bGvBbgws"] [UTCDate "2021.04.02"] [UTCTime "01:00:06"] [WhiteElo "2493"] [BlackElo "2360"] [WhiteRatingDiff "-8"] [BlackRatingDiff "+8"] [WhiteTitle "IM"] [BlackTitl...

f4e4 e5a1 g1h2 e7e4 c2e4 a1e5 g2g3 e5e4

1. e4 e5 2. Nf3 Nc6 3. Bb5 a6 4. Ba4 Nf6 5. O-O Be7 6. d3 b5 7. Bb3 O-O 8. Nc3 h6 9. a4 b4 10. Nd5 d6 11. h3 Be6 12. a5 Bxd5 13. exd5 Nb8 14. Re1 Nbd7 15. d4 e4 16. Nd2 Ra7 17. c3 bxc3 18. bxc3 Qa8 19. Nxe4 Nxd5 20. Bxh6 N7f6 21. Nxf6+ Bxf6 22. Qd3 gxh6 23. Bc2 Re8 24. Rxe8+ Qxe8 25. Qf3 c6 26. c4 Bxd4 27. Rd1 Qe5 28. ...

Pe2e4 Pe7e5 Ng1f3 Nb8c6 Bf1b5 Pa7a6 Bb5a4 Ng8f6 O-O Bf8e7 Pd2d3 Pb7b5 Ba4b3 O-O Nb1c3 Ph7h6 Pa2a4 Pb5b4 Nc3d5 Pd7d6 Ph2h3 Bc8e6 Pa4a5 Be6xd5 Pe4xd5 Nc6b8 Rf1e1 Nb8d7 Pd3d4 Pe5e4 Nf3d2 Ra8a7 Pc2c3 Pb4xc3 Pb2xc3 Qd8a8 Nd2xe4 Nf6xd5 Bc1xh6 Nd7f6 Ne4xf6+ Be7xf6 Qd1d3 Pg7xh6 Bb3c2 Rf8e8 Re1xe8+ Qa8xe8 Qd3f3 Pc7c6 Pc3c4 Bf6x...

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 21, 8, 15, 14, 6, 21, 12, 7, 64, 54, 77, 6, 56, 47, 8, 34, 35, 8, 23, 21, 6, 12, 19, 77, 7, 17, 27, 8, 71, 70, 8, 10, 12, 8, 21, 20, 7, 27, 37, 8, 39, ...

211

e5a1

Qa1+

f4e4

Re4

[ "Kg1h2", "Bc2xe4", "Pg2g3" ]

{"ground_truth": "['e5a1', 'e7e4', 'a1e5', 'e5e4']", "style": "rule"}

7

34

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 21, 8, 15, 14, 6, 21, 12, 7, 64, 54, 77, 6, 56, 47, 8, 34, 35, 8, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, tr...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qe5c5 Re4xe7+ Ke8xe7 Qh6e3+ Qc5xe3", "Qe5a1+ Kg1h2 Ke8d8", "Qe5a1+ Kg1h2 Re7xe4 Bc2xe4 Qa1e5+ P", "Qe5a1+ Kg1h2 Ke8d8 Qh6g5 Pf7f6 Qg5g8+", "Qe5xe4 Bc2xe4", "Qe5a1+ Kg1h2 Qa1g7 Qh6xg7", "Re7e6 Re4xe5 Nd7xe5 Qh6h8+ Ke8d7 Bc2", "Qe5xe4 Bc2xe4 Re7xe4 Qh6xd6 Re4e6 Q", "", "Nd7b6 Re4xe5 Pd6xe5 Pc4c5 Nb...

[ "Qe5c5", "Qe5a1+", "Qe5a1+", "Qe5a1+", "Qe5xe4", "Qe5a1+", "Re7e6", "Qe5xe4", "", "Nd7b6", "Qe5c5", "Qe5xe4", "Qe5f6", "Qe5xa5", "", "Qe5xe4" ]

[ "e5c5", "e5a1", "e5a1", "e5a1", "e5e4", "e5a1", "e7e6", "e5e4", "", "d7b6", "e5c5", "e5e4", "e5f6", "e5a5", "", "e5e4" ]

[ true, true, true, true, true, true, true, true, false, true, true, true, true, true, false, true ]

[ false, true, true, true, false, true, false, false, false, false, false, false, false, false, false, false ]

14

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

823

11GLn

6k1/8/5rPP/3p4/p3p3/8/1p2K3/7R w - - 3 59

https://lichess.org/m5BZeDyl/black#116

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "...

[Event "rated bullet game"] [Site "https://lichess.org/m5BZeDyl"] [Date "2021.07.30"] [Round "-"] [White "ranjithnandhakumar"] [Black "Anas_chess"] [Result "1-0"] [GameId "m5BZeDyl"] [UTCDate "2021.07.30"] [UTCTime "07:38:39"] [WhiteElo "1560"] [BlackElo "1575"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-6"] [Variant "S...

f3f6 h6h7 g8h8 g6g7 h8g7 h7h8q

1. e4 g6 2. Nf3 d6 3. d4 Bg7 4. Nc3 Nf6 5. Be3 Nbd7 6. Be2 O-O 7. Qd2 Re8 8. O-O-O Bh8 9. Bh6 Ng4 10. h3 Nxh6 11. Qxh6 Bg7 12. Qh4 e5 13. d5 Bf6 14. Qh6 Nc5 15. h4 Bg7 16. Qe3 h5 17. Ng5 Bh6 18. g3 Qf6 19. Rdf1 Bg4 20. Bxg4 hxg4 21. f4 gxf3 22. Rxf3 Qg7 23. Rhf1 Rf8 24. Nb5 f6 25. Ne6 Bxe3+ 26. Rxe3 Nxe6 27. dxe6 a6 28...

Pe2e4 Pg7g6 Ng1f3 Pd7d6 Pd2d4 Bf8g7 Nb1c3 Ng8f6 Bc1e3 Nb8d7 Bf1e2 O-O Qd1d2 Rf8e8 O-O-O Bg7h8 Be3h6 Nf6g4 Ph2h3 Ng4xh6 Qd2xh6 Bh8g7 Qh6h4 Pe7e5 Pd4d5 Bg7f6 Qh4h6 Nd7c5 Ph3h4 Bf6g7 Qh6e3 Ph7h5 Nf3g5 Bg7h6 Pg2g3 Qd8f6 Rd1f1 Bc8g4 Be2xg4 Ph5xg4 Pf2f4 Pg4xf3 Rf1xf3 Qf6g7 Rh1f1 Re8f8 Nc3b5 Pf7f6 Ng5e6 Bh6xe3+ Rf3xe3 Nc5xe6 ...

[ 0, 8, 42, 44, 8, 63, 62, 7, 57, 51, 8, 39, 38, 8, 34, 36, 6, 56, 63, 7, 17, 27, 7, 64, 54, 6, 25, 43, 7, 24, 39, 6, 49, 42, 77, 4, 33, 34, 5, 56, 48, 78, 6, 63, 72, 6, 43, 70, 7, 54, 60, 8, 66, 67, 7, 60, ...

376

h6h7

h7+

f3f6

Rf6

[ "Kg8h8", "Kh8xg7" ]

{"ground_truth": "['h6h7', 'g6g7', 'h7h8q']", "style": "rule"}

11

7

504

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pg6g7 Pb2b1=Q Rh1xb1 Kg8h7", "Ph6h7+ Kg8h8 Pg6g7#", "Ke2d2 Rf6xg6 Kd2c2 Pa4a3 Ph6h7+ Kg8h8", "Pg6g7 Rf6b6 Rh1b1 Pa4a3 Ke2d2 Pa3a2 Rb1", "Rh1g1 Rf6xg6 Rg1b1 Pa4a3 Rb1xb2 Pa3x", "Rh1g1 Pa4a3 Rg1b1 Pa3a2 Ke2d2 Pa2a1=Q", "Ph6h7+ Kg8h8 Pg6g7+ Kh8xg7 Ph7h8=Q", "Pg6g7 Kg8h7 Rh1b1 Pd5d4 Ke2d2 Pe4e3+ K", "P...

[ "Pg6g7", "Ph6h7+", "Ke2d2", "Pg6g7", "Rh1g1", "Rh1g1", "Ph6h7+", "Pg6g7", "Pg6g7", "Rh1g1", "Rh1b1", "Rh1g1", "Rh1g1", "Rh1g1", "Ke2e3", "Ph6h7+" ]

[ "g6g7", "h6h7", "e2d2", "g6g7", "h1g1", "h1g1", "h6h7", "g6g7", "g6g7", "h1g1", "h1b1", "h1g1", "h1g1", "h1g1", "e2e3", "h6h7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, false, false, true, false, false, false, false, false, false, false, false, true ]

16

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

1,181

0SXq0

r4rk1/pp2bppp/8/2pp4/3B1Pq1/P2P1Rn1/BPP3Q1/RN4K1 b - - 1 17

https://lichess.org/fi37EuEz#33

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "k", "i", "n", "g", "s", "i", "...

[Event "rated rapid game"] [Site "https://lichess.org/fi37EuEz"] [Date "2020.06.12"] [Round "-"] [White "RajeevSharma"] [Black "Mkh61"] [Result "0-1"] [GameId "fi37EuEz"] [UTCDate "2020.06.12"] [UTCTime "18:38:54"] [WhiteElo "1972"] [BlackElo "1936"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+6"] [Variant "Standard"] [T...

f1f3 g3e2 g1f1 g4g2 f1g2 e2d4

1. e4 c5 2. Bc4 e6 3. a3 d5 4. exd5 exd5 5. Ba2 Nf6 6. d3 Be7 7. h3 O-O 8. Ne2 Nc6 9. O-O Be6 10. f4 Qd7 11. Ng3 Bxh3 12. gxh3 Qxh3 13. Qf3 Nd4 14. Qg2 Qg4 15. Be3 Nh5 16. Bxd4 Nxg3 17. Rf3

Pe2e4 Pc7c5 Bf1c4 Pe7e6 Pa2a3 Pd7d5 Pe4xd5 Pe6xd5 Bc4a2 Ng8f6 Pd2d3 Bf8e7 Ph2h3 O-O Ng1e2 Nb8c6 O-O Bc8e6 Pf2f4 Qd8d7 Ne2g3 Be6xh3 Pg2xh3 Qd7xh3 Qd1f3 Nc6d4 Qf3g2 Qh3g4 Bc1e3 Nf6h5 Be3xd4 Nh5xg3 Rf1f3

[ 0, 8, 42, 44, 8, 31, 29, 6, 49, 28, 8, 47, 46, 8, 10, 11, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 6, 28, 10, 7, 64, 54, 8, 34, 35, 6, 56, 47, 8, 66, 67, 77, 7, 57, 42, 7, 24, 30, 77, 6, 32, 46, 8, 50, 52, ...

103

g3e2

Ne2+

f1f3

Rf3

[ "Kg1f1", "Kf1xg2" ]

{"ground_truth": "['g3e2', 'g4g2', 'e2d4']", "style": "rule"}

2

98

108

[ 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 6, 49, 28, 8, 47, 46, 8, 10, 11, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 6, 28, 10, 7, 64, 54, 8, 34, 35, 6, 56, 47, 8, 66, 67, 77, 7, 57, 42, 7, 24, 30, 77, 6, 32...

[ false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qg4h4 Bd4f2 Qh4xf4 Bf2xg3 Qf4c1+ Rf3", "Pc5xd4 Nb1d2 Be7h4 Ba2xd5 Rf8e8 Nd2e4", "Ng3e2+ Kg1f2 Ne2xd4 Rf3g3 Be7h4 Qg2x", "Pc5xd4 Rf3xg3 Qg4d1+ Kg1h2 Be7d6 Rg3", "Pc5xd4 Rf3xg3 Qg4d1+ Qg2f1 Qd1xc2 N", "Qg4h5 Rf3xg3 Pg7g6 Nb1d2 Kg8h8 Nd2f3 P", "Be7f6 Rf3xg3 Qg4xf4 Bd4xf6 Qf4xf6 P", "Ng3e2+ Kg1f2 Ne2xf4 ...

[ "Qg4h4", "Pc5xd4", "Ng3e2+", "Pc5xd4", "Pc5xd4", "Qg4h5", "Be7f6", "Ng3e2+", "Qg4xg2+", "Ng3e2+", "Ng3e2+", "Pc5xd4", "Qg4h4", "Pc5xd4", "Ng3f5", "Be7h4" ]

[ "g4h4", "c5d4", "g3e2", "c5d4", "c5d4", "g4h5", "e7f6", "g3e2", "g4g2", "g3e2", "g3e2", "c5d4", "g4h4", "c5d4", "g3f5", "e7h4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, false, true, true, true, true, true, true, true ]

[ false, false, true, false, false, false, false, true, false, true, true, false, false, false, false, false ]

16

15

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

1,081

1BVzI

r6r/3k4/R3p2p/3p1p2/8/2P1P3/5PP1/1R4K1 w - - 3 28

https://lichess.org/gwYVtpPa/black#54

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "i", "n", "t", "e", "r", "f", "e", "r", "e", "n", "c", "e", " ", "l", "o", "n", "g", " ", "r", "o", "o", "k", "E", "n", "d", "g", "a", "m", "...

[Event "rated rapid game"] [Site "https://lichess.org/gwYVtpPa"] [Date "2020.05.19"] [Round "-"] [White "CapivaraTL"] [Black "m-dy"] [Result "1-0"] [GameId "gwYVtpPa"] [UTCDate "2020.05.19"] [UTCTime "18:41:37"] [WhiteElo "1978"] [BlackElo "2048"] [WhiteRatingDiff "+7"] [BlackRatingDiff "-7"] [Variant "Standard"] [Time...

d8a8 b1b7 d7c8 a6a8 c8b7 a8h8

1. d4 d5 2. Bf4 e6 3. e3 Bd6 4. Bg3 Bxg3 5. hxg3 Nf6 6. Nf3 Nbd7 7. Nbd2 c5 8. c3 a6 9. dxc5 Nxc5 10. Ne5 Ncd7 11. Ndf3 Nxe5 12. Nxe5 Nd7 13. Nxd7 Bxd7 14. Bd3 h6 15. g4 b5 16. a3 Qc7 17. g5 O-O-O 18. gxh6 gxh6 19. Qf3 f5 20. a4 Qb6 21. axb5 Bxb5 22. Qe2 Bxd3 23. Qxd3 Qxb2 24. Qxa6+ Qb7 25. O-O Qxa6 26. Rxa6 Kd7 27. Rb...

Pd2d4 Pd7d5 Bc1f4 Pe7e6 Pe2e3 Bf8d6 Bf4g3 Bd6xg3 Ph2xg3 Ng8f6 Ng1f3 Nb8d7 Nb1d2 Pc7c5 Pc2c3 Pa7a6 Pd4xc5 Nd7xc5 Nf3e5 Nc5d7 Nd2f3 Nd7xe5 Nf3xe5 Nf6d7 Ne5xd7 Bc8xd7 Bf1d3 Ph7h6 Pg3g4 Pb7b5 Pa2a3 Qd8c7 Pg4g5 O-O-O Pg5xh6 Pg7xh6 Qd1f3 Pf7f5 Pa3a4 Qc7b6 Pa4xb5 Bd7xb5 Qf3e2 Bb5xd3 Qe2xd3 Qb6xb2 Qd3xa6+ Qb2b7 O-O Qb7xa6 Ra1x...

[ 0, 8, 34, 36, 8, 39, 37, 6, 25, 52, 8, 47, 46, 8, 42, 43, 6, 56, 38, 6, 52, 59, 6, 38, 73, 59, 8, 66, 73, 59, 7, 64, 54, 7, 57, 51, 7, 24, 39, 7, 17, 34, 8, 31, 29, 8, 26, 27, 8, 15, 14, 8, 36, 73, 29, 7, ...

178

b1b7

Rb7+

d8a8

Ra8

[ "Kd7c8", "Kc8xb7" ]

{"ground_truth": "['b1b7', 'a6a8', 'a8h8']", "style": "rule"}

6

13

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 6, 25, 52, 8, 47, 46, 8, 42, 43, 6, 56, 38, 6, 52, 59, 6, 38, 73, 59, 8, 66, 73, 59, 7, 64, 54, 7, 57, 51,...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ra6d6+ Kd7xd6 Rb1b6+ Kd6e5 Rb6xe6+", "Ra6b6 Ra8a3 Rb6b7+ Kd7e8 Rb7b8+ Ke8e7", "Rb1b7+ Kd7e8 Ra6xa8#", "Ra6b6 Rh8c8 Rb1b3 Kd7e8 Pg2g3 Ke8f7 Rb3", "Rb1b7+ Kd7c8 Ra6xa8+", "Ra6xa8 Rh8xa8 Rb1b7+ Kd7c6 Rb7f7 Ph6", "Ra6xa8 Rh8xa8 Rb1b7+ Kd7c6 Rb7h7 Ra8", "Rb1b7+ Kd7c8 Rb7e7 Rh8g8 Ra6xe6 Kc8d8", "Ra6b6 Ra...

[ "Ra6d6+", "Ra6b6", "Rb1b7+", "Ra6b6", "Rb1b7+", "Ra6xa8", "Ra6xa8", "Rb1b7+", "Ra6b6", "Rb1b7+", "Rb1b7+", "Rb1b7+", "Ra6b6", "Ra6xa8", "Rb1b7+", "Rb1b7+" ]

[ "a6d6", "a6b6", "b1b7", "a6b6", "b1b7", "a6a8", "a6a8", "b1b7", "a6b6", "b1b7", "b1b7", "b1b7", "a6b6", "a6a8", "b1b7", "b1b7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, true, false, true, false, false, true, false, true, true, true, false, false, true, true ]

16

8

0.5

0.961538

0.999922

1

test_B1

lt_2400

900

0xcFS

r2qkb1r/pp1np1pB/2p2n1p/3p4/3P1pPP/8/PPP2P2/RNBQK2R w KQkq - 0 11

https://lichess.org/TVritPX5/black#20

[ "b", "o", "d", "e", "n", "M", "a", "t", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g" ]

[Event "rated rapid game"] [Site "https://lichess.org/TVritPX5"] [Date "2024.12.12"] [Round "-"] [White "gobon_jinten"] [Black "AleAnonMallo"] [Result "1-0"] [GameId "TVritPX5"] [UTCDate "2024.12.12"] [UTCTime "23:49:22"] [WhiteElo "1851"] [BlackElo "1901"] [WhiteRatingDiff "+7"] [BlackRatingDiff "-12"] [Variant "Stand...

e5f4 h7g6

1. e4 c6 2. d4 d5 3. e5 Bf5 4. h4 h6 5. g4 Bh7 6. e6 fxe6 7. Bd3 Nf6 8. Nh3 Nbd7 9. Nf4 e5 10. Bxh7 exf4

Pe2e4 Pc7c6 Pd2d4 Pd7d5 Pe4e5 Bc8f5 Ph2h4 Ph7h6 Pg2g4 Bf5h7 Pe5e6 Pf7xe6 Bf1d3 Ng8f6 Ng1h3 Nb8d7 Nh3f4 Pe6e5 Bd3xh7 Pe5xf4

[ 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 8, 44, 45, 6, 32, 53, 8, 66, 68, 8, 71, 70, 8, 58, 60, 6, 53, 71, 8, 45, 46, 8, 55, 73, 46, 6, 49, 35, 7, 64, 54, 7, 57, 67, 7, 24, 39, 7, 67, 52, 8, 46, 45, ...

64

h7g6

Bg6#

e5f4

exf4

[]

{"ground_truth": "['h7g6']", "style": "rule"}

0

116

65

[ 0, 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 8, 44, 45, 6, 32, 53, 8, 66, 68, 8, 71, 70, 8, 58, 60, 6, 53, 71, 8, 45, 46, 8, 55, 73, 46, 6, 49, 35, 7, 64, 54, 7, 57, 67, 7, 24, 39, 7, 67, 52, 8, 46, ...

[ false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Bh7g6+ Ke8c7 Bg6f5 Pe7e6 Bf5xe6 Qd8e7", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bc1xf4 Nf6xh7 Qd1d3 Nd7f6 Qd3g6+ Ke8", "Bh7g6+ Ke8d7", "Bh7g6#" ]

[ "Bh7g6+", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bh7g6#", "Bc1xf4", "Bh7g6+", "Bh7g6#" ]

[ "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "h7g6", "c1f4", "h7g6", "h7g6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true ]

16

15

0.9375

1

test_B1

lt_2400

809

3tx1x

8/8/8/p1K5/k7/2P5/8/8 b - - 1 75

https://lichess.org/0NmIGrfU#149

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "p", "a", "w", "n", "E", "n", "d", "g", "a", "m", "e", " ", "p", "r", "o", "...

[Event "rated rapid game"] [Site "https://lichess.org/0NmIGrfU"] [Date "2021.08.18"] [Round "-"] [White "Hominophobia"] [Black "arkadz"] [Result "0-1"] [GameId "0NmIGrfU"] [UTCDate "2021.08.18"] [UTCTime "16:53:58"] [WhiteElo "1604"] [BlackElo "1645"] [WhiteRatingDiff "-11"] [BlackRatingDiff "+11"] [Variant "Standard"]...

c4c5 a4b3 c3c4 a5a4 c5b5 a4a3 c4c5 a3a2 c5c6 a2a1q

1. e4 c6 2. Nf3 d5 3. d4 dxe4 4. Ne5 Nd7 5. Nxd7 Bxd7 6. Bc4 e6 7. Nc3 Nf6 8. O-O Bd6 9. Re1 Qc7 10. g3 O-O-O 11. Nxe4 Nxe4 12. Rxe4 f5 13. Re1 e5 14. dxe5 Bxe5 15. f4 Be8 16. Bd3 Bd4+ 17. Be3 h5 18. Bxf5+ Kb8 19. Bxd4 g6 20. Be6 h4 21. Qg4 hxg3 22. Qxg3 Rxd4 23. Rad1 Rxf4 24. Rd8+ Qxd8 25. Qxf4+ Ka8 26. Re2 Bd7 27. Bx...

Pe2e4 Pc7c6 Ng1f3 Pd7d5 Pd2d4 Pd5xe4 Nf3e5 Nb8d7 Ne5xd7 Bc8xd7 Bf1c4 Pe7e6 Nb1c3 Ng8f6 O-O Bf8d6 Rf1e1 Qd8c7 Pg2g3 O-O-O Nc3xe4 Nf6xe4 Re1xe4 Pf7f5 Re4e1 Pe6e5 Pd4xe5 Bd6xe5 Pf2f4 Bd7e8 Bc4d3 Be5d4+ Bc1e3 Ph7h5 Bd3xf5+ Kc8b8 Be3xd4 Pg7g6 Bf5e6 Ph5h4 Qd1g4 Ph4xg3 Qg4xg3 Rd8xd4 Ra1d1 Rd4xf4 Rd1d8+ Qc7xd8 Qg3xf4+ Kb8a8 Re...

[ 0, 8, 42, 44, 8, 31, 30, 7, 57, 51, 8, 39, 37, 8, 34, 36, 8, 37, 73, 44, 7, 51, 45, 7, 24, 39, 7, 45, 73, 39, 6, 32, 73, 39, 6, 49, 28, 8, 47, 46, 7, 17, 27, 7, 64, 54, 77, 6, 56, 38, 5, 49, 41, 4, 40, 31, ...

500

a4b3

Kb3

c4c5

Kc5

[ "Pc3c4", "Kc5b5", "Pc4c5", "Pc5c6" ]

{"ground_truth": "['a4b3', 'a5a4', 'a4a3', 'a3a2', 'a2a1q']", "style": "rule"}

11

70

504

[ 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 30, 7, 57, 51, 8, 39, 37, 8, 34, 36, 8, 37, 73, 44, 7, 51, 45, 7, 24, 39, 7, 45, 73, 39, 6, 32, 73, 39, 6, 49, 28, 8, 47, 46, 7, 17, 27, 7, 64, 54, 77, 6, 56, 38, 5, 49, 4...

[ false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ka4b3 Pc3c4 Pa5a4 Kc5b5 Pa4a3 Pc4c5 Pa3", "Ka4b3 Pc3c4 Pa5a4 Kc5b5 Pa4a3 Pc4c5 Pa3", "Ka4b3 Pc3c4 Pa5a4 Kc5d4 Pa4a3 Pc4c5 Pa3", "Ka4b3 Pc3c4 Pa5a4 Kc5d4 Pa4a3 Kd4d5 Kb3", "Ka4b3 Pc3c4 Pa5a4 Kc5b5 Pa4a3 Pc4c5 Pa3", "Pf7f5 Kc5c4 Pf5f4 Kc4d3 Pf4f3 Kd3e3 Ka4", "Ka4b3 Kc5b5 Pa5a4 Pc3c4 Pa4a3 Pc4c5 Pa3", "...

[ "Ka4b3", "Ka4b3", "Ka4b3", "Ka4b3", "Ka4b3", "Pf7f5", "Ka4b3", "Ka4b3", "Ka4a3", "Ka4b3", "Ka4a3", "Ka4b3", "", "Pa6a5", "Pf7f5", "Ka4b3" ]

[ "a4b3", "a4b3", "a4b3", "a4b3", "a4b3", "f7f5", "a4b3", "a4b3", "a4a3", "a4b3", "a4a3", "a4b3", "", "a6a5", "f7f5", "a4b3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true ]

[ true, true, true, true, true, false, true, true, true, true, true, true, false, false, false, true ]

[ true, true, true, true, true, false, true, true, false, true, false, true, false, false, false, true ]

15

12

10

0.625

0.991758

1

test_B1

lt_2400

1,118

0KqNR

r2q1bnr/pp1n1kpb/2p1p2p/8/2B5/6N1/PPPPQPPP/R1B1K2R w KQ - 0 10

https://lichess.org/vYKVuWfW/black#18

[ "d", "o", "v", "e", "t", "a", "i", "l", "M", "a", "t", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g" ]

[Event "rated blitz game"] [Site "https://lichess.org/vYKVuWfW"] [Date "2024.04.02"] [Round "-"] [White "mydrunkacct"] [Black "Monserge"] [Result "1-0"] [GameId "vYKVuWfW"] [UTCDate "2024.04.02"] [UTCTime "08:47:21"] [WhiteElo "1707"] [BlackElo "1669"] [WhiteRatingDiff "+5"] [BlackRatingDiff "-5"] [Variant "Standard"] ...

e8f7 e2e6

1. e4 c6 2. Nf3 d5 3. Nc3 dxe4 4. Nxe4 h6 5. Bc4 Bf5 6. Ng3 Bh7 7. Ne5 e6 8. Qe2 Nd7 9. Nxf7 Kxf7

Pe2e4 Pc7c6 Ng1f3 Pd7d5 Nb1c3 Pd5xe4 Nc3xe4 Ph7h6 Bf1c4 Bc8f5 Ne4g3 Bf5h7 Nf3e5 Pe7e6 Qd1e2 Nb8d7 Ne5xf7 Ke8xf7

[ 0, 8, 42, 44, 8, 31, 30, 7, 57, 51, 8, 39, 37, 7, 17, 27, 8, 37, 73, 44, 7, 27, 73, 44, 8, 71, 70, 6, 49, 28, 6, 32, 53, 7, 44, 59, 6, 53, 71, 7, 51, 45, 8, 47, 46, 4, 33, 42, 7, 24, 39, 7, 45, 73, 55, 3, ...

59

e2e6

Qxe6#

e8f7

Kxf7

[]

{"ground_truth": "['e2e6']", "style": "rule"}

0

94

65

[ 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 30, 7, 57, 51, 8, 39, 37, 7, 17, 27, 8, 37, 73, 44, 7, 27, 73, 44, 8, 71, 70, 6, 49, 28, 6, 32, 53, 7, 44, 59, 6, 53, 71, 7, 51, 45, 8, 47, 46, 4, 33, 42, 7, 24, 39,...

[ false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6+ Kf7g6 Pc2c3 Nd7c5 Qe6g4+ Kg6", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#" ]

[ "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#", "Qe2xe6+", "Qe2xe6#", "Qe2xe6#", "Qe2xe6#" ]

[ "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6", "e2e6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

1

test_B1

lt_2400

1,059

0KlKC

4r2k/pp1n2pp/2p5/8/3Q4/2P2B2/PP4Pq/R1B2K2 b - - 2 22

https://lichess.org/CQPIczMS#43

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "l", "o", "n", "g", " ", "m", "i", "d", "d", "l", "e", "g", "a", "...

[Event "rated blitz game"] [Site "https://lichess.org/CQPIczMS"] [Date "2024.09.28"] [Round "-"] [White "sutrserpa"] [Black "leberkas"] [Result "0-1"] [GameId "CQPIczMS"] [UTCDate "2024.09.28"] [UTCTime "09:28:43"] [WhiteElo "1883"] [BlackElo "1900"] [WhiteRatingDiff "-5"] [BlackRatingDiff "+5"] [Variant "Standard"] [T...

d5f3 h2h1 d4g1 e8e1 f1e1 h1g1

1. e4 e6 2. f4 d5 3. exd5 exd5 4. Nf3 Nf6 5. d4 Bd6 6. Bb5+ c6 7. Ba4 O-O 8. O-O Bf5 9. Bb3 Nbd7 10. Qe1 Qc7 11. Ne5 Bxe5 12. fxe5 Ne4 13. c3 Bg6 14. Nd2 Rae8 15. Nxe4 Bxe4 16. Qg3 f6 17. Qf4 fxe5 18. Qxe4 Rxf1+ 19. Kxf1 exd4 20. Qxd4 Qxh2 21. Bxd5+ Kh8 22. Bf3

Pe2e4 Pe7e6 Pf2f4 Pd7d5 Pe4xd5 Pe6xd5 Ng1f3 Ng8f6 Pd2d4 Bf8d6 Bf1b5+ Pc7c6 Bb5a4 O-O O-O Bc8f5 Ba4b3 Nb8d7 Qd1e1 Qd8c7 Nf3e5 Bd6xe5 Pf4xe5 Nf6e4 Pc2c3 Bf5g6 Nb1d2 Ra8e8 Nd2xe4 Bg6xe4 Qe1g3 Pf7f6 Qg3f4 Pf6xe5 Qf4xe4 Rf8xf1+ Kg1xf1 Pe5xd4 Qe4xd4 Qc7xh2 Bb3xd5+ Kg8h8 Bd5f3

[ 0, 8, 42, 44, 8, 47, 46, 8, 50, 52, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 7, 57, 51, 7, 64, 54, 8, 34, 36, 6, 56, 38, 6, 49, 21, 75, 8, 31, 30, 6, 21, 12, 77, 77, 6, 32, 53, 6, 12, 19, 7, 24, 39, 4, 33, ...

143

h2h1

Qh1+

d5f3

Bf3

[ "Qd4g1", "Kf1xe1" ]

{"ground_truth": "['h2h1', 'e8e1', 'h1g1']", "style": "rule"}

4

54

155

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 8, 50, 52, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 7, 57, 51, 7, 64, 54, 8, 34, 36, 6, 56, 38, 6, 49, 21, 75, 8, 31, 30, 6, 21, 12, 77, 77, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nd7f6 Qd4f2 Nf6g4 Qf2g1 Re8e1+ Kf1xe1", "Qh2h1+ Kf1f2 Qh1e1+ Kf2g1 Pc6c5 Qd4d2", "Re8f8 Kf1e2 Nd7f6 Ke2d3 Nf6d5 Pb2b3 Qh2", "Qh2h1+ Kf1f2 Qh1e1#", "Qh2h1+ Qd4g1 Qh1h4 Bc1e3 Qh4c4+ Kf1f2", "Qh2h1+ Kf1f2 Qh1xc1 Ra1xc1 Nd7f6 Rc1", "Re8f8 Kf1f2 Qh2e5 Qd4xd7 Rf8e8 Qd7d2 P", "Nd7f6 Bc1g5 Re8e6 Qd4d8+", "...

[ "Nd7f6", "Qh2h1+", "Re8f8", "Qh2h1+", "Qh2h1+", "Qh2h1+", "Re8f8", "Nd7f6", "Qh2h1+", "Qh2h1+", "Nd7e5", "Nd7e5", "Nd7e5", "Re8f8", "Qh2h1+", "Qh2h1+" ]

[ "d7f6", "h2h1", "e8f8", "h2h1", "h2h1", "h2h1", "e8f8", "d7f6", "h2h1", "h2h1", "d7e5", "d7e5", "d7e5", "e8f8", "h2h1", "h2h1" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, true, true, true, false, false, true, true, false, false, false, false, true, true ]

16

8

0.5

0.961538

0.999922

1

test_B1

lt_2400

990

0e6as

1br2rk1/ppq2pp1/2p3p1/3pn3/4N3/1P2P2P/PB1PBPP1/R2Q1RK1 b - - 0 17

https://lichess.org/tJWrWoWQ#33

[ "c", "l", "e", "a", "r", "a", "n", "c", "e", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "2", " ", "o", "p", "e", "n", "i", "n", "g", "...

[Event "rated blitz game"] [Site "https://lichess.org/tJWrWoWQ"] [Date "2023.03.21"] [Round "-"] [White "Inox001"] [Black "hossein58"] [Result "1-0"] [GameId "tJWrWoWQ"] [UTCDate "2023.03.21"] [UTCTime "13:27:34"] [WhiteElo "2035"] [BlackElo "2084"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-7"] [Variant "Standard"] [Ti...

g3e4 e5f3 g2f3 c7h2

1. e3 e6 2. c4 d5 3. cxd5 exd5 4. Nf3 Nf6 5. h3 c6 6. Be2 Bf5 7. b3 Bd6 8. Bb2 O-O 9. Nh4 Bg6 10. Nxg6 hxg6 11. Nc3 Nbd7 12. O-O Rc8 13. Bf3 Bb8 14. Ne2 Qc7 15. Ng3 Ne5 16. Be2 Ne4 17. Nxe4

Pe2e3 Pe7e6 Pc2c4 Pd7d5 Pc4xd5 Pe6xd5 Ng1f3 Ng8f6 Ph2h3 Pc7c6 Bf1e2 Bc8f5 Pb2b3 Bf8d6 Bc1b2 O-O Nf3h4 Bf5g6 Nh4xg6 Ph7xg6 Nb1c3 Nb8d7 O-O Ra8c8 Be2f3 Bd6b8 Nc3e2 Qd8c7 Ne2g3 Nd7e5 Bf3e2 Nf6e4 Ng3xe4

[ 0, 8, 42, 43, 8, 47, 46, 8, 26, 28, 8, 39, 37, 8, 28, 73, 37, 8, 46, 73, 37, 7, 57, 51, 7, 64, 54, 8, 66, 67, 8, 31, 30, 6, 49, 42, 6, 32, 53, 8, 18, 19, 6, 56, 38, 6, 25, 18, 77, 7, 51, 68, 6, 53, 62, 7, ...

101

e5f3

Nf3+

g3e4

Nxe4

[ "Pg2xf3" ]

{"ground_truth": "['e5f3', 'c7h2']", "style": "rule"}

2

85

108

[ 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 43, 8, 47, 46, 8, 26, 28, 8, 39, 37, 8, 28, 73, 37, 8, 46, 73, 37, 7, 57, 51, 7, 64, 54, 8, 66, 67, 8, 31, 30, 6, 49, 42, 6, 32, 53, 8, 18, 19, 6, 56, 38, 6, 25, 18, 77, 7, ...

[ false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Ne5f3+ Pg2xf3 Qc7h2#", "Ne5f3+ Pg2g3 Qc7e7 Ne4c3 Pg6g5 Be2xf3", "Pd5xe4 Pd2d3 Ne5f3+ Be2xf3 Qc7h2#", "Pd5xe4 Pf2f4 Pe4xf3 Be2xf3 Ne5d3 Ra1", "Pd5xe4 Pg2g3 Pf7f5 Bb2xe5 Qc7xe5 Pa2", "Pd5xe4 Pf2f4 Pe4xf3 Be2xf3 Ne5xf3+", "Pd5xe4 Pd2d3 Qc7d6 Pd3d4 Ne5d7 Qd1c2 N", "Pd5xe4 Pd2d4 Pe4xd3 Be2xd3 Rc8d8 Qd1", ...

[ "Ne5f3+", "Ne5f3+", "Pd5xe4", "Pd5xe4", "Pd5xe4", "Pd5xe4", "Pd5xe4", "Pd5xe4", "Pd5xe4", "Pd5xe4", "Ne5g4", "Pd5xe4", "Pd5xe4", "Pd5xe4", "Ne5f3+", "Pd5xe4" ]

[ "e5f3", "e5f3", "d5e4", "d5e4", "d5e4", "d5e4", "d5e4", "d5e4", "d5e4", "d5e4", "e5g4", "d5e4", "d5e4", "d5e4", "e5f3", "d5e4" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, false, false, false, false, false, false, false, false, false, false, false, false, true, false ]

16

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

867

0NPdN

3r3k/2p1qpp1/4b2p/6N1/7Q/3nP2P/5PP1/2R3K1 w - - 0 25

https://lichess.org/u8jYWPAr/black#48

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "m", "a", "s", "t", "e", "r", " ", "...

[Event "رقابت های ولایتی شبکه شطرنج Team Battle"] [Site "https://lichess.org/u8jYWPAr"] [Date "2024.02.06"] [Round "-"] [White "sulaimanashrafi"] [Black "alirezaGm1020"] [Result "1-0"] [GameId "u8jYWPAr"] [UTCDate "2024.02.06"] [UTCTime "17:23:01"] [WhiteElo "2088"] [BlackElo "2184"] [WhiteRatingDiff "+7"] [BlackRating...

h7h6 g5f7 e7f7 h4d8

1. d4 d5 2. c4 e6 3. Nc3 Nf6 4. Bg5 Be7 5. e3 O-O 6. c5 b6 7. b4 a5 8. a3 axb4 9. axb4 Rxa1 10. Qxa1 Ne4 11. Bxe7 Qxe7 12. Bd3 e5 13. Nxd5 Qh4 14. Bxe4 Qxe4 15. Ne7+ Kh8 16. Nf3 exd4 17. Qxd4 Qxe7 18. O-O bxc5 19. bxc5 Nd7 20. Rc1 Rd8 21. Qf4 Nxc5 22. h3 Be6 23. Ng5 Nd3 24. Qh4 h6

Pd2d4 Pd7d5 Pc2c4 Pe7e6 Nb1c3 Ng8f6 Bc1g5 Bf8e7 Pe2e3 O-O Pc4c5 Pb7b6 Pb2b4 Pa7a5 Pa2a3 Pa5xb4 Pa3xb4 Ra8xa1 Qd1xa1 Nf6e4 Bg5xe7 Qd8xe7 Bf1d3 Pe6e5 Nc3xd5 Qe7h4 Bd3xe4 Qh4xe4 Nd5e7+ Kg8h8 Ng1f3 Pe5xd4 Qa1xd4 Qe4xe7 O-O Pb6xc5 Pb4xc5 Nb8d7 Rf1c1 Rf8d8 Qd4f4 Nd7xc5 Ph2h3 Bc8e6 Nf3g5 Nc5d3 Qf4h4 Ph7h6

[ 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 47, 46, 7, 17, 27, 7, 64, 54, 6, 25, 61, 6, 56, 47, 8, 42, 43, 77, 8, 28, 29, 8, 23, 22, 8, 18, 20, 8, 15, 13, 8, 10, 11, 8, 13, 73, 20, 8, 11, 73, 20, 5, 16, 73, 9, ...

157

g5f7

Nxf7+

h7h6

h6

[ "Qe7xf7" ]

{"ground_truth": "['g5f7', 'h4d8']", "style": "rule"}

5

9

173

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 47, 46, 7, 17, 27, 7, 64, 54, 6, 25, 61, 6, 56, 47, 8, 42, 43, 77, 8, 28, 29, 8, 23, 22, 8, 18, 20, 8, 15, 13, 8, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

173

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rc1xc7 Qe7xg5 Qh4xg5 Ph6xg5 Rc7c3 N", "Rc1xc7 Nd3e5 Rc7xe7", "Rc1xc7 Rd8d7 Rc7xd7 Qe7xd7 Ng5xe6 P", "Rc1xc7 Qe7xc7 Ng5f3 Qc7c1+ Kg1h2 Nd3", "Rc1xc7 Nd3e5 Rc7xe7 Rd8d1+ Kg1h2 Ne5", "Qh4e4 Nd3xc1", "Rc1d1", "Rc1xc7 Qe7xg5 Qh4xg5 Ph6xg5 Rc7c3 N", "Rc1xc7 Qe7xc7", "Rc1xc7 Qe7xc7 Ng5xe6 Pf7xe6 Qh4h5 Q...

[ "Rc1xc7", "Rc1xc7", "Rc1xc7", "Rc1xc7", "Rc1xc7", "Qh4e4", "Rc1d1", "Rc1xc7", "Rc1xc7", "Rc1xc7", "Ng5xe6", "", "Rc1a1", "Ng5xe6", "Rc1xc7", "Ng5xe6" ]

[ "c1c7", "c1c7", "c1c7", "c1c7", "c1c7", "h4e4", "c1d1", "c1c7", "c1c7", "c1c7", "g5e6", "", "c1a1", "g5e6", "c1c7", "g5e6" ]

[ true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

15

0

test_B1

lt_2400

1,167

18POo

8/5PKp/3n4/p7/8/1k2N1P1/7P/8 b - - 0 42

https://lichess.org/tDxJCumY#83

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "k", "n", "i", "g", "h", "t", "E", "n", "d", "g", "a", "m", "e", " ", "l", "o", "n", "g", " ", "m", "a", "s", "t", "e", "r", " ", "q", "...

[Event "rated blitz game"] [Site "https://lichess.org/tDxJCumY"] [Date "2021.05.27"] [Round "-"] [White "MichaelBaron"] [Black "Drfeelgood_death"] [Result "1-0"] [GameId "tDxJCumY"] [UTCDate "2021.05.27"] [UTCTime "03:00:43"] [WhiteElo "2535"] [BlackElo "2468"] [WhiteRatingDiff "+5"] [BlackRatingDiff "-4"] [WhiteTitle ...

f6f7 d6f7 g7f7 a5a4 e3d5 a4a3

1. c4 c5 2. Nc3 Nc6 3. Nf3 g6 4. g3 Bg7 5. Bg2 Nh6 6. O-O O-O 7. e3 e6 8. d4 cxd4 9. exd4 Nf5 10. d5 Ne5 11. Nxe5 Bxe5 12. Ne4 d6 13. Bg5 f6 14. Bd2 Bxb2 15. Rb1 Bd4 16. dxe6 Bxe6 17. Rxb7 Bxc4 18. Re1 Rb8 19. Rxb8 Qxb8 20. Bf4 Qb6 21. Qd2 d5 22. Nc3 Rd8 23. Rd1 g5 24. Bxg5 fxg5 25. Qxg5+ Ng7 26. Rxd4 Qxd4 27. Qxd8+ Kf...

Pc2c4 Pc7c5 Nb1c3 Nb8c6 Ng1f3 Pg7g6 Pg2g3 Bf8g7 Bf1g2 Ng8h6 O-O O-O Pe2e3 Pe7e6 Pd2d4 Pc5xd4 Pe3xd4 Nh6f5 Pd4d5 Nc6e5 Nf3xe5 Bg7xe5 Nc3e4 Pd7d6 Bc1g5 Pf7f6 Bg5d2 Be5xb2 Ra1b1 Bb2d4 Pd5xe6 Bc8xe6 Rb1xb7 Be6xc4 Rf1e1 Ra8b8 Rb7xb8 Qd8xb8 Bd2f4 Qb8b6 Qd1d2 Pd6d5 Ne4c3 Rf8d8 Re1d1 Pg6g5 Bf4xg5 Pf6xg5 Qd2xg5+ Nf5g7 Rd1xd4 Qb...

[ 0, 8, 26, 28, 8, 31, 29, 7, 17, 27, 7, 24, 30, 7, 57, 51, 8, 63, 62, 8, 58, 59, 6, 56, 63, 6, 49, 58, 7, 64, 70, 77, 77, 8, 42, 43, 8, 47, 46, 8, 34, 36, 8, 29, 73, 36, 8, 43, 73, 36, 7, 70, 53, 8, 36, 37, ...

275

d6f7

Nxf7

f6f7

f7

[ "Kg7xf7", "Ne3d5" ]

{"ground_truth": "['d6f7', 'a5a4', 'a4a3']", "style": "rule"}

8

123

276

[ 0, 0, 8, 26, 28, 8, 31, 29, 7, 17, 27, 7, 24, 30, 7, 57, 51, 8, 63, 62, 8, 58, 59, 6, 56, 63, 6, 49, 58, 7, 64, 70, 77, 77, 8, 42, 43, 8, 47, 46, 8, 34, 36, 8, 29, 73, 36, 8, 43, 73, 36, 7, 70, 53, 8, 36, ...

[ false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

276

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nd6xf7 Kg7xf7 Kb3b4 Ne3d1 Pa5a4 Kf7g7", "Nd6xf7 Kg7xf7 Pa5a4 Ne3d1 Pa4a3 Nd1c3", "Nd6xf7 Kg7xf7 Pa5a4 Ne3d1 Pa4a3 Nd1e3", "Nd6xf7 Ph2h4 Pa5a4 Pg3g4 Pa4a3 Pg4g5 P", "Nd6xf7 Kg7xf7 Pa5a4 Ne3d5 Pa4a3 Nd5f6", "Nd6xf7 Kg7xf7 Pa5a4 Ne3d5 Pa4a3 Nd5e3", "Nd6xf7 Kg7xf7 Pa5a4 Pg3g4 Pa4a3 Pg4g5", "Nd6xf7 Kg7xf7...

[ "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Pa5a4", "Nd6xf7", "Nd6xf7", "Nd6xf7", "Nd6xf7" ]

[ "d6f7", "d6f7", "d6f7", "d6f7", "d6f7", "d6f7", "d6f7", "d6f7", "d6f7", "d6f7", "d6f7", "a5a4", "d6f7", "d6f7", "d6f7", "d6f7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, true ]

16

15

0.9375

1

test_B1

lt_2400

802

1I9nk

r2q3k/ppp2p1r/1b1p1N2/1B2p1P1/1P2P3/P2P4/2P2P2/R2K3R w - - 0 19

https://lichess.org/MLjSMLMQ/black#36

[ "a", "r", "a", "b", "i", "a", "n", "M", "a", "t", "e", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "m", "i", "d", "d", "l", "...

[Event "rated blitz game"] [Site "https://lichess.org/MLjSMLMQ"] [Date "2023.05.10"] [Round "-"] [White "EvgenyEvgeny"] [Black "tamrini"] [Result "1-0"] [GameId "MLjSMLMQ"] [UTCDate "2023.05.10"] [UTCTime "08:58:49"] [WhiteElo "1913"] [BlackElo "2266"] [WhiteRatingDiff "+10"] [BlackRatingDiff "-10"] [Variant "Standard"...

g7h7 h1h7

1. e4 e5 2. Nf3 Nf6 3. Nc3 Nc6 4. Bb5 Bb4 5. d3 d6 6. Bg5 Bg4 7. Qc1 Bxf3 8. gxf3 O-O 9. a3 Ba5 10. b4 Bb6 11. Nd5 Nd4 12. Bxf6 gxf6 13. Qh6 Kh8 14. Nxf6 Nxf3+ 15. Kd1 Ng5 16. h4 Rg8 17. hxg5 Rg7 18. Qxh7+ Rxh7

Pe2e4 Pe7e5 Ng1f3 Ng8f6 Nb1c3 Nb8c6 Bf1b5 Bf8b4 Pd2d3 Pd7d6 Bc1g5 Bc8g4 Qd1c1 Bg4xf3 Pg2xf3 O-O Pa2a3 Bb4a5 Pb2b4 Ba5b6 Nc3d5 Nc6d4 Bg5xf6 Pg7xf6 Qc1h6 Kg8h8 Nd5xf6 Nd4xf3+ Ke1d1 Nf3g5 Ph2h4 Rf8g8 Ph4xg5 Rg8g7 Qh6xh7+ Rg7xh7

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 64, 54, 7, 17, 27, 7, 24, 30, 6, 49, 21, 6, 56, 20, 8, 34, 35, 8, 39, 38, 6, 25, 61, 6, 32, 60, 4, 33, 25, 6, 60, 73, 51, 8, 58, 73, 51, 77, 8, 10, 11, 6, 20, 13, 8, ...

118

h1h7

Rxh7#

g7h7

Rxh7

[]

{"ground_truth": "['h1h7']", "style": "rule"}

3

45

133

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 64, 54, 7, 17, 27, 7, 24, 30, 6, 49, 21, 6, 56, 20, 8, 34, 35, 8, 39, 38, 6, 25, 61, 6, 32, 60, 4, 33, 25, 6, 60, 73, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Nf6xh7 Qd8e7 Nh7f6+ Kh8g7 Rh1h7+ Kg7", "Rh1xh7#", "Rh1xh7#", "", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Nf6xh7 Qd8e8 Nh7f6+ Kh8g7 Nf6xe8+ R", "Rh1xh7#", "Rh1xh7#" ]

[ "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Nf6xh7", "Rh1xh7#", "Rh1xh7#", "", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Rh1xh7#", "Nf6xh7", "Rh1xh7#", "Rh1xh7#" ]

[ "h1h7", "h1h7", "h1h7", "h1h7", "f6h7", "h1h7", "h1h7", "", "h1h7", "h1h7", "h1h7", "h1h7", "h1h7", "f6h7", "h1h7", "h1h7" ]

[ true, true, true, true, true, true, true, false, true, true, true, true, true, true, true, true ]

[ true, true, true, true, false, true, true, false, true, true, true, true, true, false, true, true ]

15

13

0.8125

1

test_B1

lt_2400

1,168

0cw4L

1k4r1/pp1qbp2/3p1p2/2p4p/4P1r1/4BQPP/PPP2P2/R4R1K b - - 0 19

https://lichess.org/f1bLXGc3#37

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "f", "o", "r", "k", " ", "m", "i", "...

[Event "rated rapid game"] [Site "https://lichess.org/f1bLXGc3"] [Date "2022.03.21"] [Round "-"] [White "SERGEI_TAGAI"] [Black "SiddigBashir2022"] [Result "0-1"] [GameId "f1bLXGc3"] [UTCDate "2022.03.21"] [UTCTime "12:11:59"] [WhiteElo "1804"] [BlackElo "1815"] [WhiteRatingDiff "-9"] [BlackRatingDiff "+35"] [Variant "S...

h2h3 g4g3 f2g3 d7h3 h1g1 g8g3 f3g3 h3g3

1. e4 e5 2. Nf3 Nc6 3. Bb5 d6 4. Nc3 Bd7 5. d3 Nf6 6. O-O h6 7. d4 Nxd4 8. Bxd7+ Qxd7 9. Nxd4 exd4 10. Qxd4 c5 11. Qe3 O-O-O 12. Nd5 Kb8 13. Nxf6 gxf6 14. Qf4 Be7 15. Be3 Rdg8 16. Kh1 Rg4 17. Qf3 Rhg8 18. g3 h5 19. h3

Pe2e4 Pe7e5 Ng1f3 Nb8c6 Bf1b5 Pd7d6 Nb1c3 Bc8d7 Pd2d3 Ng8f6 O-O Ph7h6 Pd3d4 Nc6xd4 Bb5xd7+ Qd8xd7 Nf3xd4 Pe5xd4 Qd1xd4 Pc7c5 Qd4e3 O-O-O Nc3d5 Kc8b8 Nd5xf6 Pg7xf6 Qe3f4 Bf8e7 Bc1e3 Rd8g8 Kg1h1 Rg8g4 Qf4f3 Rh8g8 Pg2g3 Ph6h5 Ph2h3

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 21, 8, 39, 38, 7, 17, 27, 6, 32, 39, 8, 34, 35, 7, 64, 54, 77, 8, 71, 70, 8, 35, 36, 7, 30, 73, 36, 6, 21, 73, 39, 75, 4, 40, 73, 39, 7, 51, 73, 36, 8, ...

117

g4g3

Rxg3

h2h3

h3

[ "Pf2xg3", "Kh1g1", "Qf3xg3" ]

{"ground_truth": "['g4g3', 'd7h3', 'g8g3', 'h3g3']", "style": "rule"}

3

39

133

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 21, 8, 39, 38, 7, 17, 27, 6, 32, 39, 8, 34, 35, 7, 64, 54, 77, 8, 71, 70, 8, 35, 36, 7, 30, 73, 36, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true...

[]

133

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rg4g6 Kh1h2 Qd7b5 Pb2b3 Ph5h4 Be3f4 Ph4", "Rg4g6 Qf3xh5 Qd7c6 Qh5f3 Qc6c7 Rf1g1 Q", "Ph5h4 Ph3xg4 Ph4h3 Qf3xh3 Qd7b5 Pb2b3", "Rg4g6 Ra1d1 Qd7e6 Rd1d5 Qe6xh3+ Kh1g1", "Rg4g6 Qf3xh5 Rg6h6 Qh5f3 Rg8h8 Ph3h4 Q", "Rg4g6 Ra1d1 Qd7e6 Qf3xh5 Qe6xe4+ Kh1", "Rg4g6 Qf3xh5 Pf6f5 Pe4xf5 Rg6g7 Pf5f6", "Rg4g7 Qf3xh...

[ "Rg4g6", "Rg4g6", "Ph5h4", "Rg4g6", "Rg4g6", "Rg4g6", "Rg4g6", "Rg4g7", "Rg4g6", "Rg4g7", "Rg4g6", "Rg4g6", "Rg4g7", "Rg4xg3", "Ph5h4", "Rg4g6" ]

[ "g4g6", "g4g6", "h5h4", "g4g6", "g4g6", "g4g6", "g4g6", "g4g7", "g4g6", "g4g7", "g4g6", "g4g6", "g4g7", "g4g3", "h5h4", "g4g6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false ]

16

1

0.0625

0.25

0.5

1

test_B1

lt_2400

1,010

0wziv

r2qk2r/ppp2ppp/2np4/4n3/2P1P1b1/5N2/PP1NBPPP/R2Q1RK1 w kq - 2 10

https://lichess.org/eu4YPe8j/black#18

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "c", "a", "p", "t", "u", "r", "i", "n", "g", "D", "e", "f", "e", "n", "d", "e", "r", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "...

[Event "rated rapid game"] [Site "https://lichess.org/eu4YPe8j"] [Date "2018.10.07"] [Round "-"] [White "enginchess"] [Black "greco2018"] [Result "1-0"] [GameId "eu4YPe8j"] [UTCDate "2018.10.07"] [UTCTime "19:36:03"] [WhiteElo "1899"] [BlackElo "1900"] [WhiteRatingDiff "+11"] [BlackRatingDiff "-11"] [Variant "Standard"...

c8g4 f3e5 d6e5 e2g4

1. d4 Nf6 2. c4 e5 3. dxe5 Ng4 4. Nf3 Nc6 5. e4 Ngxe5 6. Be2 Bb4+ 7. Bd2 Bxd2+ 8. Nbxd2 d6 9. O-O Bg4

Pd2d4 Ng8f6 Pc2c4 Pe7e5 Pd4xe5 Nf6g4 Ng1f3 Nb8c6 Pe2e4 Ng4xe5 Bf1e2 Bf8b4+ Bc1d2 Bb4xd2+ Nb1xd2 Pd7d6 O-O Bc8g4

[ 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 47, 45, 8, 36, 73, 45, 7, 54, 60, 7, 57, 51, 7, 24, 30, 8, 42, 44, 7, 60, 73, 45, 6, 49, 42, 6, 56, 20, 75, 6, 25, 34, 6, 20, 73, 34, 75, 7, 17, 73, 34, 8, 39, 38, 77,...

59

f3e5

Nxe5

c8g4

Bg4

[ "Pd6xe5" ]

{"ground_truth": "['f3e5', 'e2g4']", "style": "rule"}

0

95

65

[ 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 7, 64, 54, 8, 26, 28, 8, 47, 45, 8, 36, 73, 45, 7, 54, 60, 7, 57, 51, 7, 24, 30, 8, 42, 44, 7, 60, 73, 45, 6, 49, 42, 6, 56, 20, 75, 6, 25, 34, 6, 20, 73, 34, 75, 7, 17, 73...

[ false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nf3d4 Nc6xd4 Be2xg4 Ne5xg4 Qd1xg4 P", "Nf3xe5 Bg4xe2 Qd1xe2 Nc6xe5 Ra1d1 O-O", "Ra1c1 Qd8f6 Nf3xe5 Bg4xe2 Qd1xe2 Nc6", "Qd1c2 Bg4xf3 Be2xf3 Nc6d4 Qc2a4+ Ne5", "Nf3xe5 Nc6xe5 Be2xg4 Ne5xg4 Qd1xg4", "Ph2h3 Bg4xf3 Nd2xf3 O-O Qd1d2 Ne5xf3+", "Nf3xe5 Bg4xe2 Ne5xc6 Be2xd1 Nc6xd8", "Nf3xe5 Nc6xe5 Be2xg4 Ne5...

[ "Nf3d4", "Nf3xe5", "Ra1c1", "Qd1c2", "Nf3xe5", "Ph2h3", "Nf3xe5", "Nf3xe5", "Ph2h3", "Nf3xe5", "Ra1c1", "Pb2b4", "Ph2h3", "Ph2h3", "Pb2b3", "Ph2h3" ]

[ "f3d4", "f3e5", "a1c1", "d1c2", "f3e5", "h2h3", "f3e5", "f3e5", "h2h3", "f3e5", "a1c1", "b2b4", "h2h3", "h2h3", "b2b3", "h2h3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, true, false, true, true, false, true, false, false, false, false, false, false ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

992

1CDWA

5Q2/8/8/7p/8/1p4PP/p1k5/K7 b - - 0 50

https://lichess.org/Chs24MnJ#99

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "l", "o", "n", "g", " ", "m", "a", "t", "e", " ", "m", "a", "...

[Event "rated rapid game"] [Site "https://lichess.org/Chs24MnJ"] [Date "2020.05.30"] [Round "-"] [White "Noel8234367"] [Black "tubigsibalom"] [Result "0-1"] [GameId "Chs24MnJ"] [UTCDate "2020.05.30"] [UTCTime "14:02:59"] [WhiteElo "1998"] [BlackElo "2127"] [WhiteRatingDiff "-4"] [BlackRatingDiff "+4"] [Variant "Standar...

f7f8q b3b2 a1a2 b2b1q a2a3 b1b3

1. d4 e6 2. e4 d5 3. e5 c5 4. c3 Nc6 5. Nf3 Qb6 6. a3 cxd4 7. cxd4 Bd7 8. Nc3 Nge7 9. b4 Nf5 10. Na4 Qd8 11. Bb2 Be7 12. Bd3 O-O 13. O-O f6 14. Nc5 b6 15. Nxd7 Qxd7 16. Rc1 fxe5 17. dxe5 Nd8 18. Qe2 Rc8 19. Bb5 Nc6 20. Qc2 Nxb4 21. Bxd7 Rxc2 22. Rxc2 Nxc2 23. Bxe6+ Kh8 24. Rc1 Nxa3 25. Bxf5 Rxf5 26. Rc7 Bc5 27. e6 Nb5 ...

Pd2d4 Pe7e6 Pe2e4 Pd7d5 Pe4e5 Pc7c5 Pc2c3 Nb8c6 Ng1f3 Qd8b6 Pa2a3 Pc5xd4 Pc3xd4 Bc8d7 Nb1c3 Ng8e7 Pb2b4 Ne7f5 Nc3a4 Qb6d8 Bc1b2 Bf8e7 Bf1d3 O-O O-O Pf7f6 Na4c5 Pb7b6 Nc5xd7 Qd8xd7 Ra1c1 Pf6xe5 Pd4xe5 Nc6d8 Qd1e2 Ra8c8 Bd3b5 Nd8c6 Qe2c2 Nc6xb4 Bb5xd7 Rc8xc2 Rc1xc2 Nb4xc2 Bd7xe6+ Kg8h8 Rf1c1 Nc2xa3 Be6xf5 Rf8xf5 Rc1c7 Be...

[ 0, 8, 34, 36, 8, 47, 46, 8, 42, 44, 8, 39, 37, 8, 44, 45, 8, 31, 29, 8, 26, 27, 7, 24, 30, 7, 57, 51, 4, 40, 22, 8, 10, 11, 8, 29, 73, 36, 8, 27, 73, 36, 6, 32, 39, 7, 17, 27, 7, 64, 47, 8, 18, 20, 7, 47, ...

324

b3b2

b2+

f7f8q

f8=Q

[ "Ka1xa2", "Ka2a3" ]

{"ground_truth": "['b3b2', 'b2b1q', 'b1b3']", "style": "rule"}

10

36

369

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 47, 46, 8, 42, 44, 8, 39, 37, 8, 44, 45, 8...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

369

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pb3b2+ Ka1xa2 Pb2b1=Q+ Ka2a3 Qb1a1", "Pb3b2+", "Pb3b2+", "Pb3b2+ Ka1xa2 Pb2b1=Q+ Ka2a3 Qb1b3", "Pb3b2+ Ka1xa2 Pb2b1=Q+ Ka2a3 Qb1b3", "Pb3b2+", "Pb3b2+ Ka1xa2 Pb2b1=Q+ Ka2a3 Qb1a1", "Pb3b2+ Ka1xa2 Pb2b1=Q+ Ka2a3 Qb1b6", "Pb3b2+ Ka1xa2 Pb2b1=Q+ Ka2a3 Qb1b3", "Pb3b2+ Ka1xa2 Pb2b1=Q+ Ka2a3", "Pb3b2...

[ "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+", "Pb3b2+" ]

[ "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2", "b3b2" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

1

test_B1

lt_2400

896

1HCz9

8/8/3k1p2/1pP5/4PPp1/2K3P1/8/8 b - - 0 43

https://lichess.org/wku4WkaQ#85

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "e", "n", "s", "i", "v", "e", "M", "o", "v", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "p", "a", "w", "n", "E", "n", "d", "g", "a", "m", "e", " ", "s", "h", "...

[Event "rated classical game"] [Site "https://lichess.org/wku4WkaQ"] [Date "2022.07.11"] [Round "-"] [White "Vena"] [Black "RN98"] [Result "0-1"] [GameId "wku4WkaQ"] [UTCDate "2022.07.11"] [UTCTime "19:09:17"] [WhiteElo "1923"] [BlackElo "1931"] [WhiteRatingDiff "-5"] [BlackRatingDiff "+7"] [Variant "Standard"] [TimeCo...

b4c5 d6c5 c3d3 b5b4

1. c4 e5 2. d3 Nf6 3. Nf3 Bb4+ 4. Nbd2 e4 5. dxe4 Nxe4 6. a3 Bxd2+ 7. Nxd2 Nxd2 8. Bxd2 O-O 9. e3 d5 10. Bb4 Re8 11. cxd5 b6 12. Bb5 Bd7 13. Bxd7 Nxd7 14. O-O Nf6 15. d6 c5 16. Bc3 Ne4 17. Qc2 Nxc3 18. Qxc3 Qxd6 19. Rad1 Qe6 20. Rfe1 Rad8 21. Rxd8 Rxd8 22. e4 h6 23. f3 Qd6 24. Kf2 Qd2+ 25. Qxd2 Rxd2+ 26. Re2 Rd3 27. Rc...

Pc2c4 Pe7e5 Pd2d3 Ng8f6 Ng1f3 Bf8b4+ Nb1d2 Pe5e4 Pd3xe4 Nf6xe4 Pa2a3 Bb4xd2+ Nf3xd2 Ne4xd2 Bc1xd2 O-O Pe2e3 Pd7d5 Bd2b4 Rf8e8 Pc4xd5 Pb7b6 Bf1b5 Bc8d7 Bb5xd7 Nb8xd7 O-O Nd7f6 Pd5d6 Pc7c5 Bb4c3 Nf6e4 Qd1c2 Ne4xc3 Qc2xc3 Qd8xd6 Ra1d1 Qd6e6 Rf1e1 Ra8d8 Rd1xd8 Re8xd8 Pe3e4 Ph7h6 Pf2f3 Qe6d6 Kg1f2 Qd6d2+ Qc3xd2 Rd8xd2+ Re1e...

[ 0, 8, 26, 28, 8, 47, 45, 8, 34, 35, 7, 64, 54, 7, 57, 51, 6, 56, 20, 75, 7, 17, 34, 8, 45, 44, 8, 35, 73, 44, 7, 54, 73, 44, 8, 10, 11, 6, 20, 73, 34, 75, 7, 51, 73, 34, 7, 44, 73, 34, 6, 25, 73, 34, 77, 8,...

281

d6c5

Kxc5

b4c5

bxc5+

[ "Kc3d3" ]

{"ground_truth": "['d6c5', 'b5b4']", "style": "rule"}

9

12

311

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 26, 28, 8, 47, 45, 8, 34, 35, 7, 64, 54, 7, 57, 51, 6, 56, 20, 75, 7, 17, 34, 8, 45, 44, 8, 35, 73, 44...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, ...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Kd6xc5 Kc3b3 Pb5b4 Kb3b2 Kc5d4 Kb2b3 K", "Kd6xc5 Kc3b3 Kc5d4 Kb3b4 Kd4xe4 Kb4x", "Kd6xc5 Kc3b3 Pb5b4 Kb3c2 Kc5d4 Kc2b3 K", "Kd6xc5 Pe4e5 Pf6xe5 Pf4f5 Kc5d5 Pf5f6", "Kd6xc5 Kc3d3 Pb5b4 Kd3c2 Kc5d4 Pf4f5 K", "Kd6xc5 Kc3d3 Pb5b4 Kd3e3 Kc5c4 Pe4e5 P", "Kd6xc5 Pf4f5 Kc5d6 Kc3d4 Pb5b4 Kd4c4 K", "Kd6xc5 Pf4...

[ "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5", "Kd6xc5" ]

[ "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5", "d6c5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

1

test_B1

lt_2400

1,190

1ATj3

8/8/5Q2/3pp1pk/7q/4P2P/5KP1/8 w - - 14 47

https://lichess.org/7R3hG4pe/black#92

[ "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "e", "n", "s", "i", "v", "e", "M", "o", "v", "e", " ", "e", "n", "d", "g", "a", "m", "e", " ", "l", "o", "n", "g", " ", "q", "u", "e", "e", "n", "E", "n", "d", "g", "...

[Event "rated rapid game"] [Site "https://lichess.org/7R3hG4pe"] [Date "2022.02.05"] [Round "-"] [White "YU_YUTSU"] [Black "Taranga"] [Result "0-1"] [GameId "7R3hG4pe"] [UTCDate "2022.02.05"] [UTCTime "15:50:41"] [WhiteElo "1903"] [BlackElo "1977"] [WhiteRatingDiff "-4"] [BlackRatingDiff "+5"] [Variant "Standard"] [Tim...

e4h4 g2g3 h4h3 f6h8 h5g6 h8h3

1. d4 d5 2. c4 c6 3. Nf3 Nf6 4. Bg5 e6 5. e3 h6 6. Bxf6 Qxf6 7. Nc3 Bb4 8. Qc2 b6 9. cxd5 exd5 10. a3 Bxc3+ 11. Qxc3 Bg4 12. Be2 O-O 13. O-O Nd7 14. Rac1 Rfc8 15. h3 Be6 16. Rfe1 Qe7 17. Qd2 c5 18. Bb5 a6 19. Bxd7 Qxd7 20. dxc5 Rxc5 21. Ne5 Qd8 22. b4 Rxc1 23. Rxc1 Rc8 24. Rxc8 Qxc8 25. Qd4 Qc1+ 26. Kh2 b5 27. Nd3 Qxa3...

Pd2d4 Pd7d5 Pc2c4 Pc7c6 Ng1f3 Ng8f6 Bc1g5 Pe7e6 Pe2e3 Ph7h6 Bg5xf6 Qd8xf6 Nb1c3 Bf8b4 Qd1c2 Pb7b6 Pc4xd5 Pe6xd5 Pa2a3 Bb4xc3+ Qc2xc3 Bc8g4 Bf1e2 O-O O-O Nb8d7 Ra1c1 Rf8c8 Ph2h3 Bg4e6 Rf1e1 Qf6e7 Qc3d2 Pc6c5 Be2b5 Pa7a6 Bb5xd7 Qe7xd7 Pd4xc5 Rc8xc5 Nf3e5 Qd7d8 Pb2b4 Rc5xc1 Re1xc1 Ra8c8 Rc1xc8 Qd8xc8 Qd2d4 Qc8c1+ Kg1h2 Pb...

[ 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 31, 30, 7, 57, 51, 7, 64, 54, 6, 25, 61, 8, 47, 46, 8, 42, 43, 8, 71, 70, 6, 61, 73, 54, 4, 40, 73, 54, 7, 17, 27, 6, 56, 20, 4, 33, 26, 8, 23, 22, 8, 28, 73, 37, 8, ...

304

g2g3

g3

e4h4

Qh4+

[ "Qh4xh3", "Kh5g6" ]

{"ground_truth": "['g2g3', 'f6h8', 'h8h3']", "style": "rule"}

9

104

311

[ 0, 0, 0, 0, 0, 0, 0, 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 31, 30, 7, 57, 51, 7, 64, 54, 6, 25, 61, 8, 47, 46, 8, 42, 43, 8, 71, 70, 6, 61, 73, 54, 4, 40, 73, 54, 7, 17, 27, 6, 56, 20, 4, 33, 26, 8, 23, ...

[ false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true,...

[]

311

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Kf2e2 Qh4a4 Qf6f3+ Kh5g6 Qf3xd5 Qa4c2", "", "Kf2f3 Pe5e4+ Kf3e2 Qh4g3 Qf6h8+ Kh5g6", "Qf6xh4+ Pg5xh4 Kf2f3 Pe5e4+ Kf3f4 K", "Kf2e2 Qh4c4+ Ke2f2 Qc4e4 Qf6h8+ Kh5g6", "Pg2g3 Qh4xh3 Qf6f3+ Kh5h6 Qf3xd5 Qh3", "Pg2g3 Qh4xh3 Qf6f3+ Pg5g4 Qf3f7+ Kh5", "Qf6xh4+ Pg5xh4 Pg2g4+ Ph4xg3+ Kf2", "Kf2f1 Qh4g3 Qf6f...

[ "Kf2e2", "", "Kf2f3", "Qf6xh4+", "Kf2e2", "Pg2g3", "Pg2g3", "Qf6xh4+", "Kf2f1", "Kf2f3", "Qf6xh4+", "Qf6xh4+", "Qf6xh4+", "Kf2f3", "Kf2e2", "Pg2g3" ]

[ "f2e2", "", "f2f3", "f6h4", "f2e2", "g2g3", "g2g3", "f6h4", "f2f1", "f2f3", "f6h4", "f6h4", "f6h4", "f2f3", "f2e2", "g2g3" ]

[ true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, false, true, false, true, true, true, false, true, true, false, false, false, true, true, true ]

[ false, false, false, false, false, true, true, false, false, false, false, false, false, false, false, true ]

15

10

3

0.1875

0.607143

0.9

1

test_B1

lt_2400

1,071

17c0i

r1b2rk1/ppp2pp1/1b1pq2p/4n3/4N3/6B1/P1Q2PPP/1BR2R1K w - - 0 26

https://lichess.org/qfP9WC9g/black#50

[ "c", "l", "e", "a", "r", "a", "n", "c", "e", " ", "k", "i", "n", "g", "s", "i", "d", "e", "A", "t", "t", "a", "c", "k", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "2", " ", "o", "p", "e", "n", "i", "n", "g", "...

[Event "rated rapid game"] [Site "https://lichess.org/qfP9WC9g"] [Date "2025.02.13"] [Round "-"] [White "mahmood3401"] [Black "Sabdelazim"] [Result "1-0"] [GameId "qfP9WC9g"] [UTCDate "2025.02.13"] [UTCTime "22:01:41"] [WhiteElo "1877"] [BlackElo "1792"] [WhiteRatingDiff "+4"] [BlackRatingDiff "-4"] [Variant "Standard"...

d7d6 e4f6 g7f6 c2h7

1. e4 e5 2. Nf3 Nc6 3. Bc4 Bc5 4. b4 Bxb4 5. c3 Ba5 6. Qb3 Qe7 7. d4 exd4 8. O-O dxc3 9. e5 Bb6 10. Bg5 Na5 11. Qxc3 Qf8 12. Bd3 h6 13. Bh4 Ne7 14. Nbd2 Nd5 15. Qc2 Qc5 16. Qd1 O-O 17. Rc1 Qb4 18. Ne4 Nf4 19. Bb1 Ng6 20. Bg3 Qe7 21. Qd5 Qe6 22. Qd3 Nc6 23. Kh1 Ncxe5 24. Nxe5 Nxe5 25. Qc2 d6

Pe2e4 Pe7e5 Ng1f3 Nb8c6 Bf1c4 Bf8c5 Pb2b4 Bc5xb4 Pc2c3 Bb4a5 Qd1b3 Qd8e7 Pd2d4 Pe5xd4 O-O Pd4xc3 Pe4e5 Ba5b6 Bc1g5 Nc6a5 Qb3xc3 Qe7f8 Bc4d3 Ph7h6 Bg5h4 Ng8e7 Nb1d2 Ne7d5 Qc3c2 Qf8c5 Qc2d1 O-O Ra1c1 Qc5b4 Nd2e4 Nd5f4 Bd3b1 Nf4g6 Bh4g3 Qb4e7 Qd1d5 Qe7e6 Qd5d3 Na5c6 Kg1h1 Nc6xe5 Nf3xe5 Ng6xe5 Qd3c2 Pd7d6

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 6, 56, 29, 8, 18, 20, 6, 29, 73, 20, 8, 26, 27, 6, 20, 13, 4, 33, 19, 4, 40, 47, 8, 34, 36, 8, 45, 73, 36, 77, 8, 36, 73, 27, 8, 44, 45, 6, 13, 22, ...

154

e4f6

Nf6+

d7d6

d6

[ "Pg7xf6" ]

{"ground_truth": "['e4f6', 'c2h7']", "style": "rule"}

4

116

155

[ 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 7, 24, 30, 6, 49, 28, 6, 56, 29, 8, 18, 20, 6, 29, 73, 20, 8, 26, 27, 6, 20, 13, 4, 33, 19, 4, 40, 47, 8, 34, 36, 8, 45, 73, 36, 77, 8, 36, 73, 27, 8, 44, 45, 6, 13, ...

[ false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pf2f4 Ne5g6 Pf4f5 Qe6e5 Bb1a2 Ph6h5 Ne4", "Pf2f4 Qe6f6 Pf4xe5 Qf6xf1+ Rc1xf1 P", "Pf2f4 Bc8d7 Pf4xe5 Bd7c6 Pe5xd6 Pc7x", "Pf2f4 Ne5g6 Pf4f5 Qe6d7 Pf5xg6 Pf7xg6", "Rc1d1 Ne5c4 Rd1d3 Nc4e5 Ne4c5 Qe6g5 Rd3", "Pf2f4 Qe6c4 Pf4xe5 Qc4xc2 Rc1xc2 Bc8", "Pf2f4 Qe6g6 Pf4xe5 Pd6xe5 Rf1f5 Bc8x", "Ne4d2 Ne5g6 Rf1...

[ "Pf2f4", "Pf2f4", "Pf2f4", "Pf2f4", "Rc1d1", "Pf2f4", "Pf2f4", "Ne4d2", "Pf2f4", "Pf2f4", "Pf2f4", "Pf2f4", "Pf2f4", "Pf2f4", "Ne4c3", "Ne4d2" ]

[ "f2f4", "f2f4", "f2f4", "f2f4", "c1d1", "f2f4", "f2f4", "e4d2", "f2f4", "f2f4", "f2f4", "f2f4", "f2f4", "f2f4", "e4c3", "e4d2" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

16

0

test_B1

lt_2400

952

18kIY

5r1k/5rp1/p1p4p/2P1p3/1P3nP1/PB1P4/1N4PP/1R3RK1 b - - 0 31

https://lichess.org/3KsSXok2#61

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "n", " ", "d", "i", "s", "c", "o", "v", "e", "r", "e", "d", "A", "t", "t", "a", "c", "k", " ", "l", "o", "n", "g", "...

[Event "Latihan Kelab Catur SKKSL Arena"] [Site "https://lichess.org/3KsSXok2"] [Date "2024.08.03"] [Round "-"] [White "NickNugy"] [Black "riept"] [Result "0-1"] [GameId "3KsSXok2"] [UTCDate "2024.08.03"] [UTCTime "12:20:30"] [WhiteElo "1799"] [BlackElo "1545"] [WhiteRatingDiff "-12"] [BlackRatingDiff "+27"] [Variant "...

c4c5 f4e2 g1h1 f7f1 b1f1 f8f1

1. e4 e5 2. Nf3 d6 3. Bc4 Bg4 4. Nc3 c6 5. Nxe5 dxe5 6. Qxg4 Nf6 7. Qd1 b5 8. Be2 b4 9. Na4 Qa5 10. b3 Nxe4 11. d3 Ng5 12. Bxg5 f6 13. Bd2 Nd7 14. a3 Rb8 15. Nb2 Qc5 16. Bxb4 Qd4 17. c3 Qf4 18. Bxf8 Nxf8 19. c4 Ne6 20. Rb1 O-O 21. Qc1 Qg5 22. Qxg5 fxg5 23. f3 h6 24. b4 a6 25. O-O Nf4 26. Bd1 Rbe8 27. Re1 g4 28. Bb3 Kh8...

Pe2e4 Pe7e5 Ng1f3 Pd7d6 Bf1c4 Bc8g4 Nb1c3 Pc7c6 Nf3xe5 Pd6xe5 Qd1xg4 Ng8f6 Qg4d1 Pb7b5 Bc4e2 Pb5b4 Nc3a4 Qd8a5 Pb2b3 Nf6xe4 Pd2d3 Ne4g5 Bc1xg5 Pf7f6 Bg5d2 Nb8d7 Pa2a3 Ra8b8 Na4b2 Qa5c5 Bd2xb4 Qc5d4 Pc2c3 Qd4f4 Bb4xf8 Nd7xf8 Pc3c4 Nf8e6 Ra1b1 O-O Qd1c1 Qf4g5 Qc1xg5 Pf6xg5 Pf2f3 Ph7h6 Pb3b4 Pa7a6 O-O Ne6f4 Be2d1 Rb8e8 Rf...

[ 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 8, 39, 38, 6, 49, 28, 6, 32, 60, 7, 17, 27, 8, 31, 30, 7, 51, 73, 45, 8, 38, 73, 45, 4, 33, 73, 60, 7, 64, 54, 4, 60, 33, 8, 23, 21, 6, 28, 42, 8, 21, 20, 7, 27, 12, 4, ...

191

f4e2

Ne2+

c4c5

c5

[ "Kg1h1", "Rb1xf1" ]

{"ground_truth": "['f4e2', 'f7f1', 'f8f1']", "style": "rule"}

6

73

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 7, 57, 51, 8, 39, 38, 6, 49, 28, 6, 32, 60, 7, 17, 27, 8, 31, 30, 7, 51, 73, 45, 8, 38, 73, 45, 4, 33, 73, 60, 7, 64, 54, 4, 60, 33, 8, 23, 21, 6, ...

[ false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tr...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pe5e4 Rf1xf4", "Nf4e2+ Kg1h1 Rf7xf1+ Rb1xf1 Rf8xf1", "Rf7f6 Pa3a4 Rf6g6 Rf1f3 Nf4e2+ Kg1f2 R", "Pg7g5 Pd3d4 Pe5xd4 Rb1e1", "Nf4e2+ Kg1h1 Rf7xf1+ Rb1xf1 Rf8xf1", "Kh8h7 Bb3xf7 Rf8xf7 Nb2c4 Rf7e7 Nc4d6", "Nf4e2+ Kg1h1 Rf7xf1+ Rb1xf1 Ne2f4 P", "Nf4e2+ Kg1h1 Ne2d4 Rf1xf7 Rf8xf7 Bb3", "Pg7g5 Pd3d4 Nf4e2...

[ "Pe5e4", "Nf4e2+", "Rf7f6", "Pg7g5", "Nf4e2+", "Kh8h7", "Nf4e2+", "Nf4e2+", "Pg7g5", "Rf7e7", "Nf4e2#", "Nf4xd3", "Nf4e2+", "Pe5e4", "Nf4xd3", "Nf4xd3" ]

[ "e5e4", "f4e2", "f7f6", "g7g5", "f4e2", "h8h7", "f4e2", "f4e2", "g7g5", "f7e7", "f4e2", "f4d3", "f4e2", "e5e4", "f4d3", "f4d3" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, false, true, false, true, true, false, false, true, false, true, false, false, false ]

16

6

0.375

0.884615

0.996503

1

test_B1

lt_2400

1,144

18sCT

2kr3r/pp3pp1/2p5/2b2p2/8/6P1/P2B2PP/R2QR2K b - - 1 21

https://lichess.org/s4JYN6V9#41

[ "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "4", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "s", "a", "c", "r", "i", "f", "i", "c", "e", " ", "...

[Event "rated blitz game"] [Site "https://lichess.org/s4JYN6V9"] [Date "2021.11.12"] [Round "-"] [White "MakcumUCAEB"] [Black "Tonic85"] [Result "0-1"] [GameId "s4JYN6V9"] [UTCDate "2021.11.12"] [UTCTime "21:18:07"] [WhiteElo "2222"] [BlackElo "2183"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+7"] [Variant "Standard"] [...

g1h1 h8h2 h1h2 d8h8 d2h6 h8h6 d1h5 h6h5

1. e4 c6 2. d4 d5 3. Nc3 dxe4 4. Nxe4 Bf5 5. Ng3 Bg6 6. Nh3 Nf6 7. Nf4 e5 8. Nxg6 hxg6 9. dxe5 Qa5+ 10. Bd2 Qxe5+ 11. Be2 Nbd7 12. O-O O-O-O 13. Re1 Bc5 14. b4 Bb6 15. c4 Ne4 16. c5 Nxg3 17. fxg3 Nxc5 18. Bg4+ Qf5 19. Bxf5+ gxf5 20. bxc5 Bxc5+ 21. Kh1

Pe2e4 Pc7c6 Pd2d4 Pd7d5 Nb1c3 Pd5xe4 Nc3xe4 Bc8f5 Ne4g3 Bf5g6 Ng1h3 Ng8f6 Nh3f4 Pe7e5 Nf4xg6 Ph7xg6 Pd4xe5 Qd8a5+ Bc1d2 Qa5xe5+ Bf1e2 Nb8d7 O-O O-O-O Rf1e1 Bf8c5 Pb2b4 Bc5b6 Pc2c4 Nf6e4 Pc4c5 Ne4xg3 Pf2xg3 Nd7xc5 Be2g4+ Qe5f5 Bg4xf5+ Pg6xf5 Pb4xc5 Bb6xc5+ Kg1h1

[ 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 7, 17, 27, 8, 37, 73, 44, 7, 27, 73, 44, 6, 32, 53, 7, 44, 59, 6, 53, 62, 7, 57, 67, 7, 64, 54, 7, 67, 52, 8, 47, 45, 7, 52, 73, 62, 8, 71, 73, 62, 8, 36, 73, ...

138

h8h2

Rxh2+

g1h1

Kh1

[ "Kh1xh2", "Bd2h6", "Qd1h5" ]

{"ground_truth": "['h8h2', 'd8h8', 'h8h6', 'h6h5']", "style": "rule"}

4

24

155

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 7, 17, 27, 8, 37, 73, 44, 7, 27, 73, 44, 6, 32, 53, 7, 44, 59, 6, 53, 62, 7, 57, 67, 7, 64, 54, 7, 67, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rd8d7 Bd2e3 Rd7xd1 Be3xc5 Rd1xa1 Re1", "Rd8xd2 Qd1xd2 Bc5b4 Re1e8+ Kc8c7 Re8", "Rh8xh2+", "Rd8d7 Qd1f3 Pg7g6 Bd2c3 Rh8d8 Qf3f4 Bc5", "Rh8h5 Qd1xh5", "Rh8g8 Bd2e3 Rd8xd1 Ra1xd1 Bc5b6 Be3x", "Rh8h7 Ra1b1 Rd8h8 Ph2h3 Pg7g5 Qd1f3 Rh7", "Rd8d5 Qd1f3 Pg7g6 Bd2e3 Bc5d6 Pg3g4 Pf5", "Rh8h6 Ra1c1 Pb7b6 Bd2xh...

[ "Rd8d7", "Rd8xd2", "Rh8xh2+", "Rd8d7", "Rh8h5", "Rh8g8", "Rh8h7", "Rd8d5", "Rh8h6", "Rd8d3", "Pg7g6", "Pg7g6", "Pf5f4", "Rd8d7", "Rh8h6", "" ]

[ "d8d7", "d8d2", "h8h2", "d8d7", "h8h5", "h8g8", "h8h7", "d8d5", "h8h6", "d8d3", "g7g6", "g7g6", "f5f4", "d8d7", "h8h6", "" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false ]

[ false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false ]

15

1

0.0625

0.25

0.5

1

test_B1

lt_2400

1,052

16L87

r1bqk1nr/1pp4p/p1p3p1/2b1p2Q/4P3/3P4/PPP2PPP/RNB1K2R w KQkq - 0 9

https://lichess.org/FCkW4ilS/black#16

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "f", "o", "r", "k", " ", "o", "p", "e", "n", "i", "n", "g", " ", "p", "i", "n", " ", "s", "h", "o", "r", "t" ]

[Event "rated rapid game"] [Site "https://lichess.org/FCkW4ilS"] [Date "2016.05.19"] [Round "-"] [White "DTS"] [Black "hax1234"] [Result "1-0"] [GameId "FCkW4ilS"] [UTCDate "2016.05.19"] [UTCTime "21:58:38"] [WhiteElo "1869"] [BlackElo "1863"] [WhiteRatingDiff "+11"] [BlackRatingDiff "-10"] [Variant "Standard"] [TimeCo...

g7g6 h5e5 d8e7 e5h8

1. e4 e5 2. Bc4 Nc6 3. d3 Bc5 4. Nf3 f6 5. Bb5 a6 6. Bxc6 dxc6 7. Nxe5 fxe5 8. Qh5+ g6

Pe2e4 Pe7e5 Bf1c4 Nb8c6 Pd2d3 Bf8c5 Ng1f3 Pf7f6 Bc4b5 Pa7a6 Bb5xc6 Pd7xc6 Nf3xe5 Pf6xe5 Qd1h5+ Pg7g6

[ 0, 8, 42, 44, 8, 47, 45, 6, 49, 28, 7, 24, 30, 8, 34, 35, 6, 56, 29, 7, 57, 51, 8, 55, 54, 6, 28, 21, 8, 15, 14, 6, 21, 73, 30, 8, 39, 73, 30, 7, 51, 73, 45, 8, 54, 73, 45, 4, 33, 69, 75, 8, 63, 62 ]

54

h5e5

Qxe5+

g7g6

g6

[ "Qd8e7" ]

{"ground_truth": "['h5e5', 'e5h8']", "style": "rule"}

0

69

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 6, 49, 28, 7, 24, 30, 8, 34, 35, 6, 56, 29, 7, 57, 51, 8, 55, 54, 6, 28, 21, 8, 15, 14, 6, 21, 73, 30, 8, 39, 73, 30, 7, 51, 73, 45, 8, 54, 73, ...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Qh5xe5+ Bc8e6 Qe5xh8 Ke8f7 Qh8xh7+", "Qh5xe5+ Bc5e7 Qe5xh8 Bc8e6 Qh8xh7 K", "Qh5xe5+ Bc5e7 Qe5xh8 Ke8f8 Bc1h6+ K", "Qh5xe5+ Qd8e7 Qe5xh8 Bc8e6 Qh8e5 O-O-O N", "Qh5xe5+", "Qh5xe5+ Qd8e7 Qe5xh8 Qe7f8 Qh8xh7 B", "Qh5xe5+ Bc5e7 Qe5xh8 Ke8f8 Qh8xh7 P", "Qh5xe5+ Qd8e7 Qe5xh8 Qe7f8 Qh8e5+ N", "Qh5xe5+ Qd8...

[ "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+", "Qh5xe5+" ]

[ "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5", "h5e5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

16

1

test_B1

lt_2400

926

0xh57

3q2rk/7r/1p4Rp/3PpB2/2P1Pp2/7P/7K/6R1 w - - 7 44

https://lichess.org/ChuOz3y3/black#86

[ "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "e", "n", "d", "g", "a", "m", "e", " ", "e", "x", "p", "o", "s", "e", "d", "K", "i", "n", "g", " ", "f", "o", "r", "k", " ", "...

[Event "Lichess Liga 3B Team Battle"] [Site "https://lichess.org/ChuOz3y3"] [Date "2022.09.18"] [Round "-"] [White "IQc2Ng5"] [Black "mirciulica14"] [Result "0-1"] [GameId "ChuOz3y3"] [UTCDate "2022.09.18"] [UTCTime "18:45:44"] [WhiteElo "2226"] [BlackElo "2544"] [WhiteRatingDiff "-1"] [BlackRatingDiff "+1"] [WhiteTitl...

f8g8 g6g8 d8g8 g1g8 h8g8 f5h7

1. Nf3 g6 2. c4 Bg7 3. Nc3 Nf6 4. e3 O-O 5. b3 c5 6. Bb2 Nc6 7. a3 d5 8. Nxd5 Nxd5 9. Bxg7 Nxe3 10. fxe3 Kxg7 11. Be2 e5 12. O-O Be6 13. Rb1 a5 14. Qc2 f6 15. d3 Qd7 16. Nd2 b6 17. Ne4 h6 18. Rbd1 Rad8 19. Bf3 f5 20. Nc3 Ne7 21. e4 Nc6 22. Nd5 Nd4 23. Qb2 Bxd5 24. exd5 g5 25. Rde1 Rde8 26. Bh5 Re7 27. b4 axb4 28. axb4 ...

Ng1f3 Pg7g6 Pc2c4 Bf8g7 Nb1c3 Ng8f6 Pe2e3 O-O Pb2b3 Pc7c5 Bc1b2 Nb8c6 Pa2a3 Pd7d5 Nc3xd5 Nf6xd5 Bb2xg7 Nd5xe3 Pf2xe3 Kg8xg7 Bf1e2 Pe7e5 O-O Bc8e6 Ra1b1 Pa7a5 Qd1c2 Pf7f6 Pd2d3 Qd8d7 Nf3d2 Pb7b6 Nd2e4 Ph7h6 Rb1d1 Ra8d8 Be2f3 Pf6f5 Ne4c3 Nc6e7 Pe3e4 Ne7c6 Nc3d5 Nc6d4 Qc2b2 Be6xd5 Pe4xd5 Pg6g5 Rd1e1 Rd8e8 Bf3h5 Re8e7 Pb3b...

[ 0, 7, 57, 51, 8, 63, 62, 8, 26, 28, 6, 56, 63, 7, 17, 27, 7, 64, 54, 8, 42, 43, 77, 8, 18, 19, 8, 31, 29, 6, 25, 18, 7, 24, 30, 8, 10, 11, 8, 39, 37, 7, 27, 73, 37, 7, 54, 73, 37, 6, 18, 73, 63, 7, 37, 73, ...

273

g6g8

Rxg8+

f8g8

Rg8

[ "Qd8xg8", "Kh8xg8" ]

{"ground_truth": "['g6g8', 'g1g8', 'f5h7']", "style": "rule"}

8

115

276

[ 0, 0, 0, 0, 7, 57, 51, 8, 63, 62, 8, 26, 28, 6, 56, 63, 7, 17, 27, 7, 64, 54, 8, 42, 43, 77, 8, 18, 19, 8, 31, 29, 6, 25, 18, 7, 24, 30, 8, 10, 11, 8, 39, 37, 7, 27, 73, 37, 7, 54, 73, 37, 6, 18, 73, 63, ...

[ false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

276

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rg1g2 Rg8xg6 Bf5xg6 Rh7g7 Bg6f5 Qd8h4", "Ph3h4 Rg8xg6 Rg1xg6 Rh7g7 Kh2h3 Qd8g8", "Rg6f6 Rg8xg1 Kh2xg1 Rh7g7+ Kg1f2 Qd8", "Rg6e6 Rg8xg1 Kh2xg1 Rh7g7+ Kg1f2 Qd8", "Rg6e6 Rg8xg1 Kh2xg1 Qd8g5+ Kg1f2 Qg5", "Kh2h1 Rg8xg6 Rg1xg6 Qd8h4 Kh1h2 Rh7g7", "Rg6xg8+ Rh7g7 Rg1xg7 Qd8xg8 Rg7xg8", "Rg1b1 Rg8xg6 Pf5xg6 ...

[ "Rg1g2", "Ph3h4", "Rg6f6", "Rg6e6", "Rg6e6", "Kh2h1", "Rg6xg8+", "Rg1b1", "Rg6e6", "Bf5e6", "Rg6xg8+", "Rg6xg8+", "Rg6e6", "Rg6xg8+", "Kh2h1", "" ]

[ "g1g2", "h3h4", "g6f6", "g6e6", "g6e6", "h2h1", "g6g8", "g1b1", "g6e6", "f5e6", "g6g8", "g6g8", "g6e6", "g6g8", "h2h1", "" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false ]

[ false, false, false, false, false, false, true, false, false, false, true, true, false, true, false, false ]

15

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

802

0UbMq

4r1k1/1p3ppp/6b1/1Np5/PpPp4/1P4Pq/5n2/RBB1R1K1 w - - 0 30

https://lichess.org/b8V2NdOW/black#58

[ "b", "a", "c", "k", "R", "a", "n", "k", "M", "a", "t", "e", " ", "h", "a", "n", "g", "i", "n", "g", "P", "i", "e", "c", "e", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "m", "i", "d", "d", "l", "e", "...

[Event "rated rapid game"] [Site "https://lichess.org/b8V2NdOW"] [Date "2023.02.19"] [Round "-"] [White "arciz76"] [Black "teh_kaczuch"] [Result "1-0"] [GameId "b8V2NdOW"] [UTCDate "2023.02.19"] [UTCTime "11:44:33"] [WhiteElo "1814"] [BlackElo "1839"] [WhiteRatingDiff "+6"] [BlackRatingDiff "-11"] [Variant "Standard"] ...

e4f2 e1e8

1. e4 e6 2. Bc4 d5 3. exd5 exd5 4. Bb3 Nf6 5. Nf3 c5 6. c4 d4 7. O-O Bd6 8. Re1+ Be7 9. Ne5 O-O 10. Nd3 Bf5 11. Bc2 Nc6 12. Qf3 Bg6 13. Qh3 Bd6 14. a3 a5 15. b3 Qc7 16. Bb2 Rfe8 17. Rf1 Re2 18. a4 Ne4 19. Na3 Rxd2 20. Nb5 Qd8 21. Bb1 Nb4 22. Nxb4 axb4 23. Bc1 Bf4 24. Qf3 Bxh2+ 25. Kxh2 Qh4+ 26. Kg1 Re8 27. g3 Qh3 28. R...

Pe2e4 Pe7e6 Bf1c4 Pd7d5 Pe4xd5 Pe6xd5 Bc4b3 Ng8f6 Ng1f3 Pc7c5 Pc2c4 Pd5d4 O-O Bf8d6 Rf1e1+ Bd6e7 Nf3e5 O-O Ne5d3 Bc8f5 Bb3c2 Nb8c6 Qd1f3 Bf5g6 Qf3h3 Be7d6 Pa2a3 Pa7a5 Pb2b3 Qd8c7 Bc1b2 Rf8e8 Re1f1 Re8e2 Pa3a4 Nf6e4 Nb1a3 Re2xd2 Na3b5 Qc7d8 Bc2b1 Nc6b4 Nd3xb4 Pa5xb4 Bb2c1 Bd6f4 Qh3f3 Bf4xh2+ Kg1xh2 Qd8h4+ Kh2g1 Ra8e8 Pg...

[ 0, 8, 42, 44, 8, 47, 46, 6, 49, 28, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 6, 28, 19, 7, 64, 54, 7, 57, 51, 8, 31, 29, 8, 26, 28, 8, 37, 36, 77, 6, 56, 38, 5, 49, 41, 75, 6, 38, 47, 7, 51, 45, 77, 7, 45, ...

184

e1e8

Rxe8#

e4f2

Nxf2

[]

{"ground_truth": "['e1e8']", "style": "rule"}

6

41

201

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 46, 6, 49, 28, 8, 39, 37, 8, 44, 73, 37, 8, 46, 73, 37, 6, 28, 19, 7, 64, 54, 7, 57, 51, 8, 31, 29, 8, 26, 28, 8, 37, 36, 77, 6, ...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

201

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Kg1xf2 Qh3h2+ Kf2f3 Bg6h5+ Pg3g4 Qh2", "Kg1xf2 Re8xe1 Bc1f4 Qh3f1#", "Kg1xf2 Re8xe1 Kf2xe1 Qh3h1+ Ke1f2 Q", "Kg1xf2 Re8xe1 Kf2xe1 Qh3xg3+ Ke1d1", "Re1xe8#", "Kg1xf2 Qh3h2+ Kf2f3 Re8xe1 Nb5d6 Qh2", "Re1xe8#", "Kg1xf2 Qh3h2+ Kf2f3 Re8xe1 Pa4a5 Bg6", "Kg1xf2 Re8xe1 Bb1c2 Qh3f1#", "Kg1xf2 Qh3h2+ Kf2f...

[ "Kg1xf2", "Kg1xf2", "Kg1xf2", "Kg1xf2", "Re1xe8#", "Kg1xf2", "Re1xe8#", "Kg1xf2", "Kg1xf2", "Kg1xf2", "Re1xe8#", "Kg1xf2", "Re1xe8#", "Kg1xf2", "Kg1xf2", "Kg1xf2" ]

[ "g1f2", "g1f2", "g1f2", "g1f2", "e1e8", "g1f2", "e1e8", "g1f2", "g1f2", "g1f2", "e1e8", "g1f2", "e1e8", "g1f2", "g1f2", "g1f2" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, true, false, true, false, false, false, true, false, true, false, false, false ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

1,195

3uUcG

8/K6b/7P/2P5/1p6/2k5/8/8 w - - 1 62

https://lichess.org/nkevtyFb/black#122

[ "a", "d", "v", "a", "n", "c", "e", "d", "P", "a", "w", "n", " ", "b", "i", "s", "h", "o", "p", "E", "n", "d", "g", "a", "m", "e", " ", "c", "r", "u", "s", "h", "i", "n", "g", " ", "d", "e", "f", "l", "e", "c", "t", "i", "o", "...

[Event "rated bullet game"] [Site "https://lichess.org/nkevtyFb"] [Date "2023.02.08"] [Round "-"] [White "Akshay_04"] [Black "Aghekyan_Arayik"] [Result "1-0"] [GameId "nkevtyFb"] [UTCDate "2023.02.08"] [UTCTime "10:00:48"] [WhiteElo "1586"] [BlackElo "1573"] [WhiteRatingDiff "+5"] [BlackRatingDiff "-6"] [Variant "Stand...

c4c3 c5c6 b4b3 c6c7 h7f5 h6h7 f5h7 c7c8q

1. d4 d5 2. c4 e6 3. Nc3 c6 4. a3 Nf6 5. c5 b6 6. b4 b5 7. Bf4 Nbd7 8. h3 Qe7 9. Nf3 Ne4 10. Nxe4 dxe4 11. Nd2 f5 12. e3 e5 13. dxe5 Nxe5 14. f3 Nd3+ 15. Bxd3 exd3 16. Qb3 Qe6 17. O-O Qxb3 18. Nxb3 Be6 19. Nd4 Bd7 20. Rfd1 Be7 21. Rxd3 O-O 22. Rad1 Bf6 23. Ne2 Be6 24. Bd6 Rfd8 25. Ng3 g6 26. e4 f4 27. Ne2 g5 28. Kf2 Rd...

Pd2d4 Pd7d5 Pc2c4 Pe7e6 Nb1c3 Pc7c6 Pa2a3 Ng8f6 Pc4c5 Pb7b6 Pb2b4 Pb6b5 Bc1f4 Nb8d7 Ph2h3 Qd8e7 Ng1f3 Nf6e4 Nc3xe4 Pd5xe4 Nf3d2 Pf7f5 Pe2e3 Pe6e5 Pd4xe5 Nd7xe5 Pf2f3 Ne5d3+ Bf1xd3 Pe4xd3 Qd1b3 Qe7e6 O-O Qe6xb3 Nd2xb3 Bc8e6 Nb3d4 Be6d7 Rf1d1 Bf8e7 Rd1xd3 O-O Ra1d1 Be7f6 Nd4e2 Bd7e6 Bf4d6 Rf8d8 Ne2g3 Pg7g6 Pe3e4 Pf5f4 Ng...

[ 0, 8, 34, 36, 8, 39, 37, 8, 26, 28, 8, 47, 46, 7, 17, 27, 8, 31, 30, 8, 10, 11, 7, 64, 54, 8, 28, 29, 8, 23, 22, 8, 18, 20, 8, 22, 21, 6, 25, 52, 7, 24, 39, 8, 66, 67, 4, 40, 47, 7, 57, 51, 7, 54, 44, 7, ...

396

c5c6

c6

c4c3

Kc3

[ "Pb4b3", "Bh7f5", "Bf5xh7" ]

{"ground_truth": "['c5c6', 'c6c7', 'h6h7', 'c7c8q']", "style": "rule"}

11

24

504

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, f...

[]

504

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pc5c6 Kc3d2 Pc6c7 Bh7f5 Pc7c8=Q Bf5x", "Pc5c6 Pb4b3 Pc6c7 Pb3b2 Ka7b7 Bh7g6 Pc7", "Pc5c6 Pb4b3 Pc6c7 Bh7f5 Ka7b8 Pb3b2 Pc7", "Ka7b7 Pb4b3 Pc5c6 Bh7f5 Kb7b6 Pb3b2 Pc6", "Ka7b6 Pb4b3 Pc5c6 Pb3b2 Pc6c7 Bh7f5 Kb6", "Ka7b6 Pb4b3 Kb6c6 Pb3b2 Kc6d5 Pb2b1=Q", "Ka7b6 Pb4b3 Kb6c7 Pb3b2 Kc7d7 Pb2b1=N", "Pc5c6 P...

[ "Pc5c6", "Pc5c6", "Pc5c6", "Ka7b7", "Ka7b6", "Ka7b6", "Ka7b6", "Pc5c6", "Ka7b6", "Ka7a6", "Ka7b6", "Ka7b6", "Ka7b6", "Ka7b6", "Ka7b6", "Ka7b7" ]

[ "c5c6", "c5c6", "c5c6", "a7b7", "a7b6", "a7b6", "a7b6", "c5c6", "a7b6", "a7a6", "a7b6", "a7b6", "a7b6", "a7b6", "a7b6", "a7b7" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ true, true, true, false, false, false, false, true, false, false, false, false, false, false, false, false ]

16

4

0.25

0.728022

0.961538

1

test_B1

lt_2400

940

0LIia

r1b1k2r/pp1pppbp/2P3p1/8/Q7/6Pn/PP4BP/RN2R1NK b kq - 0 15

https://lichess.org/GKTQtJjI#29

[ "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "1", " ", "o", "n", "e", "M", "o", "v", "e", " ", "o", "p", "e", "n", "i", "n", "g", " ", "s", "m", "o", "t", "h", "e", "r", "e", "d", "M", "a", "t", "e" ]

[Event "rated blitz game"] [Site "https://lichess.org/GKTQtJjI"] [Date "2024.05.24"] [Round "-"] [White "Jorkan"] [Black "Ch-F-B_11"] [Result "0-1"] [GameId "GKTQtJjI"] [UTCDate "2024.05.24"] [UTCTime "15:17:04"] [WhiteElo "1972"] [BlackElo "1945"] [WhiteRatingDiff "-8"] [BlackRatingDiff "+6"] [Variant "Standard"] [Tim...

f3g1 h3f2

1. e4 c5 2. g3 Nc6 3. Bg2 g6 4. Nf3 Bg7 5. O-O Nf6 6. c3 Nxe4 7. Re1 Nf6 8. d4 cxd4 9. cxd4 Qb6 10. d5 Ng4 11. dxc6 Nxf2 12. Be3 Qxe3 13. Qa4 Nh3+ 14. Kh1 Qg1+ 15. Nxg1

Pe2e4 Pc7c5 Pg2g3 Nb8c6 Bf1g2 Pg7g6 Ng1f3 Bf8g7 O-O Ng8f6 Pc2c3 Nf6xe4 Rf1e1 Ne4f6 Pd2d4 Pc5xd4 Pc3xd4 Qd8b6 Pd4d5 Nf6g4 Pd5xc6 Ng4xf2 Bc1e3 Qb6xe3 Qd1a4 Nf2h3+ Kg1h1 Qe3g1+ Nf3xg1

[ 0, 8, 42, 44, 8, 31, 29, 8, 58, 59, 7, 24, 30, 6, 49, 58, 8, 63, 62, 7, 57, 51, 6, 56, 63, 77, 7, 64, 54, 8, 26, 27, 7, 54, 73, 44, 5, 49, 41, 7, 44, 54, 8, 34, 36, 8, 29, 73, 36, 8, 27, 73, 36, 4, 40, 22, ...

95

h3f2

Nf2#

f3g1

Nxg1

[]

{"ground_truth": "['h3f2']", "style": "rule"}

2

51

108

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 31, 29, 8, 58, 59, 7, 24, 30, 6, 49, 58, 8, 63, 62, 7, 57, 51, 6, 56, 63, 77, 7, 64, 54, 8, 26, 27, 7, 54, 73, 44, 5, 49, 41, 7, 44, 54, 8, 34, 36...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

108

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Nh3f2#", "", "Nh3f2#", "Nh3f2#", "Nh3xg1 Kh1xg1 Pb7xc6 Nb1c3 Pe7e6 Re1", "Nh3f2#", "", "", "Nh3f2#", "Bg7xb2 Re1xe7+ Ke8xe7 Ng1xh3 Bc8x", "Nh3f2#", "Nh3xg1 Pc6xd7+ Bc8xd7 Qa4xd7+ Ke8", "Nh3xg1 Kh1xg1 Bg7d4+ Kg1h1 Bd4xb2 P", "Nh3f2#", "Pd7xc6 Ng1xh3", "" ]

[ "Nh3f2#", "", "Nh3f2#", "Nh3f2#", "Nh3xg1", "Nh3f2#", "", "", "Nh3f2#", "Bg7xb2", "Nh3f2#", "Nh3xg1", "Nh3xg1", "Nh3f2#", "Pd7xc6", "" ]

[ "h3f2", "", "h3f2", "h3f2", "h3g1", "h3f2", "", "", "h3f2", "g7b2", "h3f2", "h3g1", "h3g1", "h3f2", "d7c6", "" ]

[ true, false, true, true, true, true, false, false, true, true, true, true, true, true, true, false ]

[ true, false, true, true, false, true, false, false, true, false, true, false, false, true, false, false ]

12

7

0.4375

0.930769

0.999301

1

test_B1

lt_2400

1,160

15049

rnbqk2r/pp1pbppp/2p5/4P3/3PP1n1/2N3P1/PPPNB2P/R1BQK2R b KQkq - 2 9

https://lichess.org/2A1MTj6A#17

[ "a", "d", "v", "a", "n", "t", "a", "g", "e", " ", "o", "p", "e", "n", "i", "n", "g", " ", "s", "h", "o", "r", "t", " ", "t", "r", "a", "p", "p", "e", "d", "P", "i", "e", "c", "e" ]

[Event "rated rapid game"] [Site "https://lichess.org/2A1MTj6A"] [Date "2024.10.14"] [Round "-"] [White "AlexandrKalinenko"] [Black "Vegas44"] [Result "0-1"] [GameId "2A1MTj6A"] [UTCDate "2024.10.14"] [UTCTime "05:14:29"] [WhiteElo "1682"] [BlackElo "1691"] [WhiteRatingDiff "-5"] [BlackRatingDiff "+5"] [Variant "Standa...

f3d2 g4e3 d2f3 e3d1

1. e4 e5 2. f4 c6 3. Nf3 Nf6 4. Nc3 Bc5 5. fxe5 Ng4 6. d4 Be7 7. Be2 Bh4+ 8. g3 Be7 9. Nd2

Pe2e4 Pe7e5 Pf2f4 Pc7c6 Ng1f3 Ng8f6 Nb1c3 Bf8c5 Pf4xe5 Nf6g4 Pd2d4 Bc5e7 Bf1e2 Be7h4+ Pg2g3 Bh4e7 Nf3d2

[ 0, 8, 42, 44, 8, 47, 45, 8, 50, 52, 8, 31, 30, 7, 57, 51, 7, 64, 54, 7, 17, 27, 6, 56, 29, 8, 52, 73, 45, 7, 54, 60, 8, 34, 36, 6, 29, 47, 6, 49, 42, 6, 47, 68, 75, 8, 58, 59, 6, 68, 47, 7, 51, 34 ]

54

g4e3

Ne3

f3d2

Nd2

[ "Nd2f3" ]

{"ground_truth": "['g4e3', 'e3d1']", "style": "rule"}

0

70

65

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 8, 50, 52, 8, 31, 30, 7, 57, 51, 7, 64, 54, 7, 17, 27, 6, 56, 29, 8, 52, 73, 45, 7, 54, 60, 8, 34, 36, 6, 29, 47, 6, 49, 42, 6, 47, 68, 75, 8, 5...

[ false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, t...

[]

65

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Pd7d6 Be2xg4 Bc8xg4 Qd1xg4 O-O Pe5xd6", "Ng4e3 Be2d3 Be7b4 Pa2a3 Bb4xc3 Pb2xc3", "Be7g5 Be2xg4 O-O Nd2c4 Bg5xc1 Ra1xc1 Q", "Ng4e3 Qd1c1 Ne3g2+ Ke1f2 Be7g5 Kf2xg2", "Ng4e3 Be2d3 Be7b4 Ke1f2 Qd8g5 Nd2f3 Ne3", "Pd7d6 Be2xg4 Pd6xe5 Bg4xc8 Qd8xc8 P", "Ng4e3", "Pd7d6 Ph2h3 Ng4h6 Pe5xd6 Qd8xd6 Pe4e5", "Ph...

[ "Pd7d6", "Ng4e3", "Be7g5", "Ng4e3", "Ng4e3", "Pd7d6", "Ng4e3", "Pd7d6", "Ph7h5", "Be7g5", "Qd8b6", "O-O", "Ng4e3", "Ph7h6", "O-O", "Pb7b5" ]

[ "d7d6", "g4e3", "e7g5", "g4e3", "g4e3", "d7d6", "g4e3", "d7d6", "h7h5", "e7g5", "d8b6", "e8g8", "g4e3", "h7h6", "e8g8", "b7b5" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, true, false, true, true, false, true, false, false, false, false, false, true, false, false, false ]

16

5

0.3125

0.818681

0.987179

1

test_B1

lt_2400

1,084

1Ae2R

2r2k2/p2Qbp2/4p1b1/3pP1p1/8/2P3N1/PP1N1PP1/2KR4 b - - 0 24

https://lichess.org/yu526XIV#47

[ "b", "o", "d", "e", "n", "M", "a", "t", "e", " ", "m", "a", "s", "t", "e", "r", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "2", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "q", "u", "e", "e", "...

[Event "rated blitz game"] [Site "https://lichess.org/yu526XIV"] [Date "2023.05.05"] [Round "-"] [White "MoritzPapa"] [Black "u003f"] [Result "0-1"] [GameId "yu526XIV"] [UTCDate "2023.05.05"] [UTCTime "12:17:41"] [WhiteElo "2254"] [BlackElo "2387"] [WhiteRatingDiff "-4"] [BlackRatingDiff "+4"] [BlackTitle "CM"] [Varian...

a4d7 c8c3 b2c3 e7a3

1. e4 c6 2. d4 d5 3. e5 Bf5 4. h4 h5 5. Ne2 e6 6. Ng3 Bg6 7. Be2 c5 8. c3 Nc6 9. Be3 cxd4 10. Bxd4 Nxd4 11. Qxd4 Ne7 12. Nd2 Nc6 13. Bb5 Be7 14. Qa4 Bxh4 15. Bxc6+ bxc6 16. Qxc6+ Kf8 17. Ne2 Rc8 18. Qa4 Be7 19. Nf4 Bf5 20. Rxh5 Rxh5 21. Nxh5 g5 22. Ng3 Bg6 23. O-O-O Qd7 24. Qxd7

Pe2e4 Pc7c6 Pd2d4 Pd7d5 Pe4e5 Bc8f5 Ph2h4 Ph7h5 Ng1e2 Pe7e6 Ne2g3 Bf5g6 Bf1e2 Pc6c5 Pc2c3 Nb8c6 Bc1e3 Pc5xd4 Be3xd4 Nc6xd4 Qd1xd4 Ng8e7 Nb1d2 Ne7c6 Be2b5 Bf8e7 Qd4a4 Be7xh4 Bb5xc6+ Pb7xc6 Qa4xc6+ Ke8f8 Ng3e2 Ra8c8 Qc6a4 Bh4e7 Ne2f4 Bg6f5 Rh1xh5 Rh8xh5 Nf4xh5 Pg7g5 Nh5g3 Bf5g6 O-O-O Qd8d7 Qa4xd7

[ 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 8, 44, 45, 6, 32, 53, 8, 66, 68, 8, 71, 69, 7, 57, 42, 8, 47, 46, 7, 42, 59, 6, 53, 62, 6, 49, 42, 8, 30, 29, 8, 26, 27, 7, 24, 30, 6, 25, 43, 8, 29, 73, 36, ...

154

c8c3

Rxc3+

a4d7

Qxd7

[ "Pb2xc3" ]

{"ground_truth": "['c8c3', 'e7a3']", "style": "rule"}

4

117

155

[ 0, 0, 8, 42, 44, 8, 31, 30, 8, 34, 36, 8, 39, 37, 8, 44, 45, 6, 32, 53, 8, 66, 68, 8, 71, 69, 7, 57, 42, 8, 47, 46, 7, 42, 59, 6, 53, 62, 6, 49, 42, 8, 30, 29, 8, 26, 27, 7, 24, 30, 6, 25, 43, 8, 29, 73, ...

[ false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, tru...

[]

155

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "", "", "Rc8d8 Qd7xa7 Kf8g7 Qa7xe7 Rd8d7 Qe7a3", "", "", "", "", "", "", "", "", "", "", "", "Be7d8 Pf2f3 Bd8b6 Kc1b1 Kf8g7 Rd1h1 Pd5", "" ]

[ "", "", "Rc8d8", "", "", "", "", "", "", "", "", "", "", "", "Be7d8", "" ]

[ "", "", "c8d8", "", "", "", "", "", "", "", "", "", "", "", "e7d8", "" ]

[ false, false, true, false, false, false, false, false, false, false, false, false, false, false, true, false ]

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false ]

2

0

test_B1

lt_2400

1,082

0UNty

r6r/pp1R1B2/k1p5/8/2P1N3/8/PP1B1bPP/3R3K b - - 4 32

https://lichess.org/l33jQzGP#63

[ "a", "t", "t", "r", "a", "c", "t", "i", "o", "n", " ", "m", "a", "t", "e", " ", "m", "a", "t", "e", "I", "n", "4", " ", "m", "i", "d", "d", "l", "e", "g", "a", "m", "e", " ", "s", "a", "c", "r", "i", "f", "i", "c", "e", " ", "...

[Event "rated classical game"] [Site "https://lichess.org/l33jQzGP"] [Date "2025.03.07"] [Round "-"] [White "JSATEESH"] [Black "shReyashi-2016"] [Result "0-1"] [GameId "l33jQzGP"] [UTCDate "2025.03.07"] [UTCTime "06:58:13"] [WhiteElo "1785"] [BlackElo "1814"] [WhiteRatingDiff "-6"] [BlackRatingDiff "+7"] [Variant "Stan...

g3e4 h8h2 h1h2 a8h8 d2h6 h8h6 f7h5 h6h5

1. e4 e5 2. Bc4 Nf6 3. Nf3 h6 4. Nxe5 d5 5. exd5 Nxd5 6. Nxf7 Qe7+ 7. Qe2 Kxf7 8. Bxd5+ Ke8 9. Nc3 c6 10. Bf3 Qxe2+ 11. Nxe2 Bc5 12. O-O Bf5 13. d4 Bb6 14. c3 g5 15. Ng3 Bd7 16. Bh5+ Kf8 17. f4 gxf4 18. Rxf4+ Ke7 19. Rf7+ Ke6 20. Bf4 Na6 21. Re1+ Kd5 22. Rxd7+ Kc4 23. Bf7+ Kd3 24. Bg6+ Kc4 25. Rd1 Nc5 26. Bf7+ Kb5 27. ...

Pe2e4 Pe7e5 Bf1c4 Ng8f6 Ng1f3 Ph7h6 Nf3xe5 Pd7d5 Pe4xd5 Nf6xd5 Ne5xf7 Qd8e7+ Qd1e2 Ke8xf7 Bc4xd5+ Kf7e8 Nb1c3 Pc7c6 Bd5f3 Qe7xe2+ Nc3xe2 Bf8c5 O-O Bc8f5 Pd2d4 Bc5b6 Pc2c3 Pg7g5 Ne2g3 Bf5d7 Bf3h5+ Ke8f8 Pf2f4 Pg5xf4 Rf1xf4+ Kf8e7 Rf4f7+ Ke7e6 Bc1f4 Nb8a6 Ra1e1+ Ke6d5 Rf7xd7+ Kd5c4 Bh5f7+ Kc4d3 Bf7g6+ Kd3c4 Re1d1 Na6c5 B...

[ 0, 8, 42, 44, 8, 47, 45, 6, 49, 28, 7, 64, 54, 7, 57, 51, 8, 71, 70, 7, 51, 73, 45, 8, 39, 37, 8, 44, 73, 37, 7, 54, 73, 37, 7, 45, 73, 55, 4, 40, 47, 75, 4, 33, 42, 3, 48, 73, 55, 6, 28, 73, 37, 75, 3, 55,...

215

h8h2

Rxh2+

g3e4

Ne4

[ "Kh1xh2", "Bd2h6", "Bf7h5" ]

{"ground_truth": "['h8h2', 'a8h8', 'h8h6', 'h6h5']", "style": "rule"}

7

48

237

[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 42, 44, 8, 47, 45, 6, 49, 28, 7, 64, 54, 7, 57, 51, 8, 71, 70, 7, 51, 73, 45, 8, 39, 37, 8, 44, 73, 37, 7, 54, 73, 37, 7, 45, 73...

[ false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, ...

[]

237

causal

violetxi/chess-causal-20m-elo-lt2400

final

47,573

final

autoregressive_multinomial

false

1

16

20

20,260,808

[ "Rh8f8 Ne4d6 Rf8xf7 Rd7xf7 Bf2b6 Rd1e1", "Bf2h4 Pc4c5 Rh8f8 Pg2g3 Bh4d8 Bf7b3 Bd8", "Bf2b6 Pc4c5", "Pb7b5 Ne4xf2 Rh8d8 Bf7e6 Rd8e8 Bd2e3 P", "Bf2d4 Pc4c5 Bd4xb2 Bd2c3 Bb2xc3 Ne4x", "Bf2c5 Bd2c3 Bc5e3 Ne4c5+ Ka6b6 Nc5a4+", "Bf2g3 Ne4xg3 Pb7b5 Pc4xb5+ Ka6xb5 B", "Ra8f8 Rd1f1 Bf2d4 Pc4c5 Bd4e5 Bf7c4+ P",...

[ "Rh8f8", "Bf2h4", "Bf2b6", "Pb7b5", "Bf2d4", "Bf2c5", "Bf2g3", "Ra8f8", "Ra8f8", "Ra8d8", "Bf2d4", "Bf2b6", "Rh8xh2+", "Bf2b6", "Bf2b6", "Bf2b6" ]

[ "h8f8", "f2h4", "f2b6", "b7b5", "f2d4", "f2c5", "f2g3", "a8f8", "a8f8", "a8d8", "f2d4", "f2b6", "h8h2", "f2b6", "f2b6", "f2b6" ]

[ true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true ]

[ false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false ]

16

1

0.0625

0.25

0.5

1