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Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
Paper • 2510.00526 • Published • 11 -
gaotang/figlet_font
Viewer • Updated • 45k • 10 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 44 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 38
Gaotang Li
gaotang
AI & ML interests
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Recent Activity
authored a paper 4 days ago
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards upvoted a paper 4 days ago
Useful Memories Become Faulty When Continuously Updated by LLMsOrganizations
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Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
Paper • 2510.00526 • Published • 11 -
gaotang/figlet_font
Viewer • Updated • 45k • 10 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 44 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 38
RM-R1: Reward Modeling as Reasoning
models 11
gaotang/deepseek-math-7b-base
Text Generation • 7B • Updated • 2
gaotang/RM-R1-DeepSeek-Distilled-Qwen-7B
Text Generation • 8B • Updated • 57 • 3
gaotang/RM-R1-Qwen2.5-Instruct-7B
Text Generation • 8B • Updated • 133 • 4
gaotang/RM-R1-DeepSeek-Distilled-Qwen-14B
Text Generation • 15B • Updated • 286 • 1
gaotang/RM-R1-Qwen2.5-Instruct-14B
Text Generation • 15B • Updated • 29 • 1
gaotang/RM-R1-Qwen2.5-Instruct-32B
Text Generation • 33B • Updated • 41 • 1
gaotang/RM-R1-DeepSeek-Distilled-Qwen-32B
Text Generation • 33B • Updated • 17 • 2
gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_Claude_o3_0419
8B • Updated • 2
gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_OpenAI
8B • Updated • 1
gaotang/qwen_14b_sky_filtered_code8k_math_10k_distilled_OpenAI
15B • Updated • 1
datasets 35
gaotang/figlet_font
Viewer • Updated • 45k • 10
gaotang/figlet_font_train
Viewer • Updated • 5 • 10
gaotang/huatuo_medical_sft_processed
Viewer • Updated • 19.7k • 7
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 44
gaotang/ParaConflict
Viewer • Updated • 2.15k • 20
gaotang/numina-cot-subset-val
Viewer • Updated • 128 • 7
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 38
gaotang/ParaConfilct
Viewer • Updated • 2.15k • 144
gaotang/RM-R1-Reasoning-RLVR
Viewer • Updated • 73k • 25 • 1
gaotang/RM-R1-Entire-RLVR-Train
Viewer • Updated • 73k • 37 • 2