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The DeepSeek-R1 training pipeline: pure RL, cold start, rejection sampling and distillation.
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R1-Zero applies GRPO directly to the base model with an accuracy reward and a format reward. The paper reports strong reasoning but poor readability and language mixing.
Training stages and data flow as described in the DeepSeek-R1 report. Sample counts are approximate, as reported.