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knowledge-pack

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Fine-tune a small local model on your docs and prove it actually learned: versioned knowledge packs (curated sources + generated training JSONL + contamination-guarded held-out eval + JSON manifest), the packsmith Crystal CLI, MLX LoRA recipes for Apple Silicon, and measured before/after eval reports. Amber framework pack + eval harness included.

  • Updated Jul 7, 2026
  • Crystal

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