reward modeling

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hendrydong 

authored 4 papers 4 months ago

Fractured Chain-of-Thought Reasoning

Paper • 2505.12992 • Published May 19 • 22

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published May 15 • 121

Scalable Chain of Thoughts via Elastic Reasoning

Paper • 2505.05315 • Published May 8 • 26

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL

Paper • 2505.02391 • Published May 5 • 25

hendrydong 

authored 2 papers 7 months ago

BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation

Paper • 2502.03860 • Published Feb 6 • 25

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published Jan 31 • 40

hendrydong 

authored a paper 9 months ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 39

hendrydong 

authored a paper 11 months ago

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published Oct 7, 2024 • 13

hendrydong 

authored a paper about 1 year ago

ThinK: Thinner Key Cache by Query-Driven Pruning

Paper • 2407.21018 • Published Jul 30, 2024 • 33

yifeihe3 

updated 11 datasets about 1 year ago

cornfieldrm/pair-preference-dataset-700K_subset-4-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7_slic

Viewer • Updated Jul 25, 2024 • 72.1k • 20

cornfieldrm/pair-preference-dataset-700K_subset-3-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7_slic

Viewer • Updated Jul 25, 2024 • 71.9k

cornfieldrm/pair-preference-dataset-700K_subset-2-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7_slic

Viewer • Updated Jul 25, 2024 • 72.4k • 2

cornfieldrm/pair-preference-dataset-700K_subset-4-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7

Viewer • Updated Jul 25, 2024 • 72.1k

cornfieldrm/pair-preference-dataset-700K_subset-3-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7

Viewer • Updated Jul 25, 2024 • 71.9k • 1

cornfieldrm/pair-preference-dataset-700K_subset-2-of-4_gemma-2b_1of4_iter1_bs128_lr1e-5_conf-0.7

Viewer • Updated Jul 25, 2024 • 72.4k • 1

cornfieldrm/pair-preference-dataset-700K_subset-15-out-of-16_llama3-8b-it_1-of-16_iter_4_slic

Viewer • Updated Jun 13, 2024 • 398k • 6

cornfieldrm/pair-preference-dataset-700K_subset-15-out-of-16_llama3-8b-it_1-of-16_iter_4

Viewer • Updated Jun 13, 2024 • 398k • 1

cornfieldrm/pair-preference-dataset-700K_subset-1-out-of-16_slic

Viewer • Updated Jun 10, 2024 • 43.7k • 7

cornfieldrm/pair-preference-dataset-700K_subset-15-out-of-16_standard

Viewer • Updated Jun 10, 2024 • 656k • 18

cornfieldrm/pair-preference-dataset-700K_subset-1-out-of-16_standard

Viewer • Updated Jun 10, 2024 • 43.7k • 1