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Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
Paper • 2510.00526 • Published • 9 -
gaotang/figlet_font
Viewer • Updated • 45k • 15 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 13 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 11
Gaotang Li
gaotang
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Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
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MARS: Modular Agent with Reflective Search for Automated AI Research
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Agentic Reasoning for Large Language Models
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Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
Paper • 2510.00526 • Published • 9 -
gaotang/figlet_font
Viewer • Updated • 45k • 15 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 13 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 11
RM-R1: Reward Modeling as Reasoning
models
11
gaotang/deepseek-math-7b-base
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7B
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gaotang/RM-R1-DeepSeek-Distilled-Qwen-7B
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25
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2
gaotang/RM-R1-Qwen2.5-Instruct-7B
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8B
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95
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4
gaotang/RM-R1-DeepSeek-Distilled-Qwen-14B
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15B
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4
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1
gaotang/RM-R1-Qwen2.5-Instruct-14B
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18
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gaotang/RM-R1-Qwen2.5-Instruct-32B
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33B
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9
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gaotang/RM-R1-DeepSeek-Distilled-Qwen-32B
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33B
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44
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gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_Claude_o3_0419
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gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_OpenAI
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gaotang/qwen_14b_sky_filtered_code8k_math_10k_distilled_OpenAI
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datasets
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gaotang/figlet_font
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45k
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gaotang/figlet_font_train
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5
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gaotang/huatuo_medical_sft_processed
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19.7k
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gaotang/medical_sft_processed
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23.5k
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gaotang/ParaConflict
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2.15k
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gaotang/numina-cot-subset-val
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128
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gaotang/numina-cot-subset-67k
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67.6k
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gaotang/ParaConfilct
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2.15k
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gaotang/RM-R1-Reasoning-RLVR
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gaotang/RM-R1-Entire-RLVR-Train
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