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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Recent Activity
updated a dataset about 14 hours ago
dmis-lab/ToxReason published a dataset about 14 hours ago
dmis-lab/ToxReason upvoted a paper about 1 month ago
ToxReason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome PathwayOrganizations
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 • 357 • • 16 -
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer • Updated • 11.7k • 7 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 79 • 11 -
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer • Updated • 5.47k • 10
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 • 357 • • 16 -
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer • Updated • 11.7k • 7 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 79 • 11 -
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer • Updated • 5.47k • 10
models 54
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm-EmbProj
1B • Updated • 3 • 4
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm
1B • Updated • 4 • 3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm-EmbProj
1B • Updated • 6 • 4
dmis-lab/OSP-1.4B-100B-Muon-EmbProj
1B • Updated • 9 • 3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm
1B • Updated • 5 • 3
dmis-lab/OSP-1.4B-100B-Muon-Only
1B • Updated • 9 • 3
dmis-lab/OSP-1.4B-100B-Muon
1B • Updated • 11 • 3
dmis-lab/OSP-1.4B-100B-Adam
1B • Updated • 6 • 3
dmis-lab/OSP-1.4B-1T-Muon-SSNorm-EmbProj
1B • Updated • 138 • 4
dmis-lab/OSP-1.4B-1T-Adam
1B • Updated • 9 • 3
datasets 11
dmis-lab/ToxReason
Viewer • Updated • 35.6k
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer • Updated • 5.47k • 10
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer • Updated • 11.7k • 7
dmis-lab/llama-3.1-medprm-reward-test-set
Updated • 18 • 2
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 79 • 11
dmis-lab/TemporalHead
Viewer • Updated • 11 • 59 • 1
dmis-lab/meerkat-instructions
Viewer • Updated • 440k • 217 • 10
dmis-lab/RF-Collection
Preview • Updated • 36 • 1
dmis-lab/ChroKnowBench
Preview • Updated • 151 • 8
dmis-lab/ETHIC
Viewer • Updated • 1.99k • 44 • 7