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Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
Paper • 2510.00526 • Published • 8 -
gaotang/figlet_font
Viewer • Updated • 45k • 18 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 33 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 28
Gaotang Li
gaotang
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19 days ago
Beyond Log Likelihood: Probability-Based Objectives for Supervised
Fine-Tuning across the Model Capability Continuum
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zwhe99/DeepMath-103K
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TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular
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Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
Paper • 2510.00526 • Published • 8 -
gaotang/figlet_font
Viewer • Updated • 45k • 18 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 33 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 28
RM-R1: Reward Modeling as Reasoning
models
11
gaotang/deepseek-math-7b-base
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7B
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3
gaotang/RM-R1-DeepSeek-Distilled-Qwen-7B
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8B
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59
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2
gaotang/RM-R1-Qwen2.5-Instruct-7B
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8B
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73
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4
gaotang/RM-R1-DeepSeek-Distilled-Qwen-14B
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15B
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211
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1
gaotang/RM-R1-Qwen2.5-Instruct-14B
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1
gaotang/RM-R1-Qwen2.5-Instruct-32B
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33B
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1
gaotang/RM-R1-DeepSeek-Distilled-Qwen-32B
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33B
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186
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2
gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_Claude_o3_0419
8B
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2
gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_OpenAI
8B
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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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2
gaotang/medical_sft_processed
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23.5k
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33
gaotang/ParaConflict
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2.15k
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39
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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28
gaotang/ParaConfilct
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2.15k
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33
gaotang/RM-R1-Reasoning-RLVR
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73k
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37
gaotang/RM-R1-Entire-RLVR-Train
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