A collection of ablation and final models trained on the Outlier-Safe Pre-Training (OSP) framework.
Data Mining and Information Systems Lab
dmis-lab
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Med-PRM
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dmis-lab/llama-3.1-medprm-reward-raw-training-set
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dmis-lab/llama-3.1-medprm-reward-raw-training-set
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This collection hosts Meerkat series introduced in paper, Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks.
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dmis-lab/meerkat-7b-v1.0
Text Generation • 7B • Updated • 597 • 24 -
dmis-lab/llama-3-meerkat-8b-v1.0
Text Generation • 8B • Updated • 1.12k • • 6 -
dmis-lab/llama-3-meerkat-70b-v1.0
Text Generation • 71B • Updated • 862 • • 6 -
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
Paper • 2404.00376 • Published • 5
This collection hosts models introduced in OLAPH: Improving Factuality in Biomedical Long-form Question Answering.
This collection hosts Phrase-reranker models introduced in TouR (ACL 2023 Findings), optimizing test-time query representations for dense retrieval.
This collection hosts BioBERT (Bioinformatics 2020) series, a domain-specific adaptation of BERT pre-trained on biomedical corpora.
This collection hosts Med-PRM series introduced in paper, Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
This collection hosts ANGEL series introduced in paper, Learning from Negative Samples in Generative Biomedical Entity Linking.
This collection hosts models of Self-BioRAG (ISMB 2024), improving medical reasoning through retrieval and self-reflection.
This collection hosts BioSyn (ACL 2020) series, for learning representations of biomedical entities based on their synonyms.
A collection of ablation and final models trained on the Outlier-Safe Pre-Training (OSP) framework.
This collection hosts Med-PRM series introduced in paper, Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
This collection hosts Meerkat series introduced in paper, Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks.
-
dmis-lab/meerkat-7b-v1.0
Text Generation • 7B • Updated • 597 • 24 -
dmis-lab/llama-3-meerkat-8b-v1.0
Text Generation • 8B • Updated • 1.12k • • 6 -
dmis-lab/llama-3-meerkat-70b-v1.0
Text Generation • 71B • Updated • 862 • • 6 -
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks
Paper • 2404.00376 • Published • 5
This collection hosts ANGEL series introduced in paper, Learning from Negative Samples in Generative Biomedical Entity Linking.
This collection hosts models introduced in OLAPH: Improving Factuality in Biomedical Long-form Question Answering.
This collection hosts models of Self-BioRAG (ISMB 2024), improving medical reasoning through retrieval and self-reflection.
This collection hosts Phrase-reranker models introduced in TouR (ACL 2023 Findings), optimizing test-time query representations for dense retrieval.
This collection hosts BioSyn (ACL 2020) series, for learning representations of biomedical entities based on their synonyms.
This collection hosts BioBERT (Bioinformatics 2020) series, a domain-specific adaptation of BERT pre-trained on biomedical corpora.