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Clean, minimal, accessible reproduction of DeepSeek R1-Zero

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OpenZero

Installation

conda create -n zero python=3.9
# install torch [or you can skip this step and let vllm to install the correct version for you]
pip install torch==2.4.0 --index-url https://download.pytorch.org/whl/cu121
# install vllm
pip3 install vllm==0.6.3 # or you can install 0.5.4, 0.4.2 and 0.3.1
pip3 install ray

# verl
pip install -e .

# flash attention 2
pip3 install flash-attn --no-build-isolation
# quality of life
pip install wandb IPython matplotlib

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Clean, minimal, accessible reproduction of DeepSeek R1-Zero

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  • Python 91.9%
  • Shell 7.9%
  • Roff 0.2%