Internalizing Discovery Capability into LLM
AI & ML interests
NLP group at University of Minnesota
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Papers
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks
Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable RL
models 31
minnesotanlp/Finch-8B-KTO
Text Generation • 8B • Updated • 37 • 1
minnesotanlp/Finch-4B-KTO
Text Generation • 5B • Updated • 39 • 1
minnesotanlp/Finch-9B
Text Generation • 9B • Updated • 43 • 2
minnesotanlp/Finch-8B
Text Generation • 8B • Updated • 45 • 1
minnesotanlp/Finch-4B
Text Generation • 5B • Updated • 52
minnesotanlp/Finch-2B
Text Generation • 2B • Updated • 43
minnesotanlp/nla-qwen3-4b-L24-ar-sft
3B • Updated
minnesotanlp/nla-qwen3-4b-L24-av-sft
4B • Updated
minnesotanlp/nla-qwen3-4b-L24-ar
3B • Updated
minnesotanlp/nla-qwen3-4b-L24-av
4B • Updated • 7
datasets 8
minnesotanlp/Finch-Collection-Gemini-3-Flash
Viewer • Updated • 8.12k • 100 • 1
minnesotanlp/Finch-Collection-GPT-5.4
Viewer • Updated • 5.54k • 94 • 1
minnesotanlp/Finch-Collection
Viewer • Updated • 218k • 174 • 3
minnesotanlp/nla-qwen3-4b-L24-fineweb-100k
Preview • Updated • 8
minnesotanlp/SciSense
Preview • Updated • 3
minnesotanlp/lawflow-reasoning-simulation
Viewer • Updated • 30 • 48 • 2
minnesotanlp/scholawrite
Viewer • Updated • 126k • 27 • 3
minnesotanlp/LLM-Artifacts
Viewer • Updated • 543k • 420 • 2