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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 • 37 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 29 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 17
Gaotang Li
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upvoted a paper 1 day ago
Learning from Teacher Continuations at Student States upvoted a paper 1 day ago
Selecting Diverse SFT Traces Improves Post-RL Generalization upvoted a paper 20 days ago
Scaling Automatic Research Agents via World ModelsOrganizations
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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 • 37 -
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 29 -
gaotang/numina-cot-subset-67k
Viewer • Updated • 67.6k • 17
RM-R1: Reward Modeling as Reasoning
models 11
gaotang/deepseek-math-7b-base
Text Generation • 7B • Updated • 18
gaotang/RM-R1-DeepSeek-Distilled-Qwen-7B
Text Generation • 8B • Updated • 320 • 3
gaotang/RM-R1-Qwen2.5-Instruct-7B
Text Generation • 8B • Updated • 92 • 4
gaotang/RM-R1-DeepSeek-Distilled-Qwen-14B
Text Generation • 15B • Updated • 28 • 1
gaotang/RM-R1-Qwen2.5-Instruct-14B
Text Generation • 15B • Updated • 20 • 1
gaotang/RM-R1-Qwen2.5-Instruct-32B
Text Generation • 33B • Updated • 26 • 1
gaotang/RM-R1-DeepSeek-Distilled-Qwen-32B
Text Generation • 33B • Updated • 37 • 3
gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_Claude_o3_0419
8B • Updated • 1
gaotang/qwen_7b_sky_filtered_code8k_math_10k_distilled_OpenAI
8B • Updated • 3
gaotang/qwen_14b_sky_filtered_code8k_math_10k_distilled_OpenAI
15B • Updated • 2
datasets 40
gaotang/loopmoe-fineweb-edu-100bt-mcore
Viewer • Updated • 65 • 373
gaotang/knowledge_memorization_openbookqa
Updated • 19
gaotang/mix_magpie_evol_instruct_140k
Viewer • Updated • 140k • 11
gaotang/coder_sft
Viewer • Updated • 75.5k • 9
gaotang/low_resource_language
Updated • 26
gaotang/figlet_font
Viewer • Updated • 45k • 37
gaotang/figlet_font_train
Viewer • Updated • 5 • 12
gaotang/huatuo_medical_sft_processed
Viewer • Updated • 19.7k • 9
gaotang/medical_sft_processed
Viewer • Updated • 23.5k • 29
gaotang/ParaConflict
Viewer • Updated • 2.15k • 161