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Kevin Zhou
zhou94539
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Recent Activity
new
activity
13 days ago
IFM/K2-Horizon-7B:
Add community evaluation results for Humanity's Last Exam, HMMT February 2026
new
activity
13 days ago
IFM/K2-Horizon-7B:
Fix: add the missing @capture_outputs decorator (output_hidden_states is None) Fixes the issue reported in discussion #6. `K2HorizonModel.forward` carries `@auto_docstring` but not `@capture_outputs`, so `output_hidden_states=True` returns `None` (any tool that reads the residual stream per layer fails). Adding the decorator plus the import makes `outputs.hidden_states` a tuple of len `num_hidden_layers + 1`; greedy decoding is unchanged. Verified on 0.9B: 29 states (28 layers + 1), `[0]` == embeddings and `[-1]` == `last_hidden_state`; generation byte-identical with and without the decorator. The change is the same for every full-model repo in the family (the file is byte-identical across sizes).
new
activity
13 days ago
IFM/K2-Horizon-0.9B:
Fix `output_hidden_states` / `attentions` returning None (missing `@capture_outputs`)
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New activity in
IFM/K2-Horizon-7B
13 days ago
Add community evaluation results for Humanity's Last Exam, HMMT February 2026
1
#9 opened 13 days ago by
nielsr
Fix: add the missing @capture_outputs decorator (output_hidden_states is None) Fixes the issue reported in discussion #6. `K2HorizonModel.forward` carries `@auto_docstring` but not `@capture_outputs`, so `output_hidden_states=True` returns `None` (any tool that reads the residual stream per layer fails). Adding the decorator plus the import makes `outputs.hidden_states` a tuple of len `num_hidden_layers + 1`; greedy decoding is unchanged. Verified on 0.9B: 29 states (28 layers + 1), `[0]` == embeddings and `[-1]` == `last_hidden_state`; generation byte-identical with and without the decorator. The change is the same for every full-model repo in the family (the file is byte-identical across sizes).
2
#5 opened about 1 month ago by
Avicennasis
New activity in
IFM/K2-Horizon-0.9B
13 days ago
Fix `output_hidden_states` / `attentions` returning None (missing `@capture_outputs`)
1
#8 opened about 2 months ago by
Avicennasis
New activity in
IFM/K2-Horizon-0.9B
27 days ago
Align chat_template.jinja
#15 opened 27 days ago by
aaryamonvikram
Removal of redundant chat templates
#14 opened 27 days ago by
aaryamonvikram
updated
2 models
about 1 month ago
IFM/K2-Horizon-3.7B
Text Generation
•
5B
•
Updated
12 days ago
•
15.2k
•
•
116
IFM/K2-Horizon-7B
Text Generation
•
9B
•
Updated
11 days ago
•
28.7k
•
•
288
updated
4 models
about 2 months ago
IFM/K2-Horizon-375B-A23B
Text Generation
•
379B
•
Updated
12 days ago
•
9.95k
•
•
119
IFM/K2-Horizon-0.9B
Text Generation
•
1B
•
Updated
5 days ago
•
11.9k
•
•
105
IFM/K2-Horizon-32B
Text Generation
•
35B
•
Updated
12 days ago
•
8.62k
•
•
42
IFM/K2-Horizon-MoVA-36B-A4B
Text Generation
•
37B
•
Updated
12 days ago
•
14.7k
•
•
435
updated
a dataset
2 months ago
IFM/SFT-Reasoning
Viewer
•
Updated
Sep 16
•
40.8M
•
5.62k
•
22
updated
8 models
2 months ago
IFM/K2-Horizon-0.9B-GGUF
Text Generation
•
1B
•
Updated
about 1 month ago
•
23.7k
•
32
IFM/K2-Horizon-MoVA-36B-A4B
Text Generation
•
37B
•
Updated
12 days ago
•
14.7k
•
•
435
IFM/K2-Horizon-7B
Text Generation
•
9B
•
Updated
11 days ago
•
28.7k
•
•
288
IFM/K2-Horizon-0.9B
Text Generation
•
1B
•
Updated
5 days ago
•
11.9k
•
•
105
IFM/K2-Horizon-3.7B
Text Generation
•
5B
•
Updated
12 days ago
•
15.2k
•
•
116
IFM/K2-Horizon-32B
Text Generation
•
35B
•
Updated
12 days ago
•
8.62k
•
•
42
IFM/K2-Horizon-375B-A23B
Text Generation
•
379B
•
Updated
12 days ago
•
9.95k
•
•
119
IFM/K2-Horizon-375B-A23B
Text Generation
•
379B
•
Updated
12 days ago
•
9.95k
•
•
119
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