A collection of ablation and final models trained on the Outlier-Safe Pre-Training (OSP) framework.
Data Mining and Information Systems Lab
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Outlier-Safe Pre-Training (OSP)
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Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large
Language Models
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dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm-EmbProj
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9
This collection hosts Med-PRM series introduced in paper, Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
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dmis-lab/llama-3.1-medprm-reward-v1.0
Text Generation • Updated • 422 • 13 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 112 • 5 -
dmis-lab/llama-3.1-medprm-reward-test-set
Updated • 78 • 2 -
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
Paper • 2506.11474 • Published • 16
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
-
dmis-lab/llama-3.1-medprm-reward-v1.0
Text Generation • Updated • 422 • 13 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 112 • 5 -
dmis-lab/llama-3.1-medprm-reward-test-set
Updated • 78 • 2 -
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
Paper • 2506.11474 • Published • 16
models
54
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm-EmbProj
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3
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm
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3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm-EmbProj
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3
dmis-lab/OSP-1.4B-100B-Muon-EmbProj
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3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm
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dmis-lab/OSP-1.4B-100B-Muon-Only
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dmis-lab/OSP-1.4B-100B-Muon
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dmis-lab/OSP-1.4B-100B-Adam
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3
dmis-lab/OSP-1.4B-1T-Muon-SSNorm-EmbProj
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3
dmis-lab/OSP-1.4B-1T-Adam
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3
datasets
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dmis-lab/llama-3.1-medprm-reward-test-set
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78
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2
dmis-lab/llama-3.1-medprm-reward-training-set
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11.7k
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112
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5
dmis-lab/TemporalHead
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11
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143
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dmis-lab/meerkat-instructions
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440k
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102
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4
dmis-lab/RF-Collection
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22
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1
dmis-lab/ChroKnowBench
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142
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dmis-lab/ETHIC
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1.99k
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147
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dmis-lab/MedLFQA
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4.95k
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122
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16