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
upvoted
a
paper
about 1 month ago
Thinking Sparks!: Emergent Attention Heads in Reasoning Models During
Post Training
updated
a collection
3 months ago
Med-PRM
Organizations
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 • 8B • Updated • 187 • 14 -
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer • Updated • 11.7k • 35 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 90 • 7 -
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer • Updated • 5.47k • 21
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 • 8B • Updated • 187 • 14 -
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer • Updated • 11.7k • 35 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 90 • 7 -
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer • Updated • 5.47k • 21
models
54
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm-EmbProj
1B
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Updated
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4
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4
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm
1B
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Updated
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5
•
3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm-EmbProj
1B
•
Updated
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7
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4
dmis-lab/OSP-1.4B-100B-Muon-EmbProj
1B
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Updated
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3
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3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm
1B
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Updated
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4
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3
dmis-lab/OSP-1.4B-100B-Muon-Only
1B
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Updated
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4
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3
dmis-lab/OSP-1.4B-100B-Muon
1B
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Updated
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3
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3
dmis-lab/OSP-1.4B-100B-Adam
1B
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Updated
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3
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3
dmis-lab/OSP-1.4B-1T-Muon-SSNorm-EmbProj
1B
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Updated
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5
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4
dmis-lab/OSP-1.4B-1T-Adam
1B
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Updated
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5
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3
datasets
10
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer
•
Updated
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5.47k
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21
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer
•
Updated
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11.7k
•
35
dmis-lab/llama-3.1-medprm-reward-test-set
Updated
•
23
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2
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer
•
Updated
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11.7k
•
90
•
7
dmis-lab/TemporalHead
Viewer
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Updated
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11
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54
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1
dmis-lab/meerkat-instructions
Viewer
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Updated
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440k
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67
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7
dmis-lab/RF-Collection
Preview
•
Updated
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42
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1
dmis-lab/ChroKnowBench
Preview
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Updated
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148
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7
dmis-lab/ETHIC
Viewer
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Updated
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1.99k
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57
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7
dmis-lab/MedLFQA
Viewer
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Updated
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4.95k
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43
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16