Pretrained WEPR models
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BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Paper • 2604.09497 • Published • 29 -
artefactory/BERTJudge
Text Classification • 0.2B • Updated • 58 • 9 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 11 • 1 -
artefactory/BERTJudge-Formatted-CR
Text Classification • 0.2B • Updated • 6
Research material on research about pre-training encoders, with extensive comparison on masked language modeling paradigm vs causal langage modeling.
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Should We Still Pretrain Encoders with Masked Language Modeling?
Paper • 2507.00994 • Published • 81 -
MLMvsCLM/610m-clm-40k-mlm50-42k
Feature Extraction • Updated • 16 -
MLMvsCLM/1b-mlm50-42k
Feature Extraction • Updated • 13 -
MLMvsCLM/610m-clm-42k-5000
Feature Extraction • Updated • 11
A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
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artefactory/ledger-long-context-KPI-QA
Viewer • Updated • 115k • 704 • 18 -
artefactory/ledger-long-context-multi-kpi
Viewer • Updated • 5k • 277 • 17 -
artefactory/ledger-market-sentiment
Viewer • Updated • 449k • 112 • 10 -
LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
Paper • 2606.13100 • Published • 2
Suite of models for improved integration into RAG (for information retrieval), designed for ease-of-use and practicability in industrial context
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EuroBERT/EuroBERT-210m
Fill-Mask • 0.3B • Updated • 21.2k • 92 -
EuroBERT/EuroBERT-610m
Fill-Mask • 0.8B • Updated • 6.68k • 33 -
EuroBERT/EuroBERT-2.1B
Fill-Mask • 2B • Updated • 6.61k • 68 -
EuroBERT: Scaling Multilingual Encoders for European Languages
Paper • 2503.05500 • Published • 81
Pretrained WEPR models
A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
-
artefactory/ledger-long-context-KPI-QA
Viewer • Updated • 115k • 704 • 18 -
artefactory/ledger-long-context-multi-kpi
Viewer • Updated • 5k • 277 • 17 -
artefactory/ledger-market-sentiment
Viewer • Updated • 449k • 112 • 10 -
LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
Paper • 2606.13100 • Published • 2
-
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Paper • 2604.09497 • Published • 29 -
artefactory/BERTJudge
Text Classification • 0.2B • Updated • 58 • 9 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 11 • 1 -
artefactory/BERTJudge-Formatted-CR
Text Classification • 0.2B • Updated • 6
Research material on research about pre-training encoders, with extensive comparison on masked language modeling paradigm vs causal langage modeling.
-
Should We Still Pretrain Encoders with Masked Language Modeling?
Paper • 2507.00994 • Published • 81 -
MLMvsCLM/610m-clm-40k-mlm50-42k
Feature Extraction • Updated • 16 -
MLMvsCLM/1b-mlm50-42k
Feature Extraction • Updated • 13 -
MLMvsCLM/610m-clm-42k-5000
Feature Extraction • Updated • 11
Suite of models for improved integration into RAG (for information retrieval), designed for ease-of-use and practicability in industrial context
-
EuroBERT/EuroBERT-210m
Fill-Mask • 0.3B • Updated • 21.2k • 92 -
EuroBERT/EuroBERT-610m
Fill-Mask • 0.8B • Updated • 6.68k • 33 -
EuroBERT/EuroBERT-2.1B
Fill-Mask • 2B • Updated • 6.61k • 68 -
EuroBERT: Scaling Multilingual Encoders for European Languages
Paper • 2503.05500 • Published • 81