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Hugging Face
Hugging Face
6/15/2026
Training Agents: Live tutorial on how to fine-tune a coding agent for continual learning

Training Agents: Live tutorial on how to fine-tune a coding agent for continual learning

Short summary

Hugging Face live tutorial on fine-tuning coding agents using supervised fine-tuning (SFT). Covers converting agent traces to training data, running TRL + LoRA fine-tunes on HF Jobs, and interpreting initial metrics. Includes reproducible repo and best practices for post-training workflows.

  • Learn SFT-first approach for agent training before advancing to GRPO or environment RL
  • Convert public agent traces into training examples and run TRL fine-tunes reproducibly
  • Understand what eval metrics can and cannot prove in early post-training phases

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