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DeepSeek R1: The Complete Post-Training Pipeline

The multi-stage pipeline from base model to production reasoning model, including distillation to smaller models.

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What you'll unlock:

  • 1. Pipeline Overview
  • 2. Cold-Start SFT: Why a Few Thousand Examples Help
  • 3. Stage 2: Reasoning-Focused GRPO
  • 4. Stage 3: Rejection Sampling for SFT Data
  • 5. Stage 4: Alignment GRPO
  • 6. Distillation to Smaller Models
  • 7. Distilling Reasoning into DeepSeek V3 Chat
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