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DeepSeek R1 Reproduction

This recipe is under development, if you are interested, checkout the TODO list and join this project! verl-project#708

Reproducing Evaluation

Eval Results of DS-R1-Distill-Qwen2.5-1.5B (k=8)

Dataset Test Results Reported
GPQA Diamond 35.3 33.8
LiveCodeBench 16.9 16.9
AIME 2024 30.4 28.9
CNMO 2024 (en) 45.1 -
CNMO 2024 (zh) 41.0 -

Eval Results (DS-R1)

Dataset Test Results (k=1) Test Results (k=4) Reported
GPQA Diamond 67.7 69.6 71.5
LiveCodeBench 64.7 63.1 65.9
AIME 2024 86.7 79.2 79.8
CNMO 2024 75.0 78.5 78.8