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
The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models
upvoted
a
paper
3 months ago
Thinking Sparks!: Emergent Attention Heads in Reasoning Models During
Post Training
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 • 197 • 15 -
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer • Updated • 11.7k • 13 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 82 • 8 -
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer • Updated • 5.47k • 25
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 • 197 • 15 -
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer • Updated • 11.7k • 13 -
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer • Updated • 11.7k • 82 • 8 -
dmis-lab/llama-3.1-medprm-reward-raw-test-set
Viewer • Updated • 5.47k • 25
models
54
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm-EmbProj
1B
•
Updated
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11
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4
dmis-lab/OSP-1.4B-100B-Shampoo-SSNorm
1B
•
Updated
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7
•
3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm-EmbProj
1B
•
Updated
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9
•
4
dmis-lab/OSP-1.4B-100B-Muon-EmbProj
1B
•
Updated
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7
•
3
dmis-lab/OSP-1.4B-100B-Muon-SSNorm
1B
•
Updated
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6
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3
dmis-lab/OSP-1.4B-100B-Muon-Only
1B
•
Updated
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6
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3
dmis-lab/OSP-1.4B-100B-Muon
1B
•
Updated
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12
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3
dmis-lab/OSP-1.4B-100B-Adam
1B
•
Updated
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8
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3
dmis-lab/OSP-1.4B-1T-Muon-SSNorm-EmbProj
1B
•
Updated
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7
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4
dmis-lab/OSP-1.4B-1T-Adam
1B
•
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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25
dmis-lab/llama-3.1-medprm-reward-raw-training-set
Viewer
•
Updated
•
11.7k
•
13
dmis-lab/llama-3.1-medprm-reward-test-set
Updated
•
40
•
2
dmis-lab/llama-3.1-medprm-reward-training-set
Viewer
•
Updated
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11.7k
•
82
•
8
dmis-lab/TemporalHead
Viewer
•
Updated
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11
•
180
•
1
dmis-lab/meerkat-instructions
Viewer
•
Updated
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440k
•
172
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9
dmis-lab/RF-Collection
Preview
•
Updated
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144
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1
dmis-lab/ChroKnowBench
Preview
•
Updated
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77
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7
dmis-lab/ETHIC
Viewer
•
Updated
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1.99k
•
105
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7
dmis-lab/MedLFQA
Viewer
•
Updated
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4.95k
•
169
•
16