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Parameter-Efficient FT

Adapt large models without touching most of their weights — LoRA, adapters, prefix-tuning.

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  1. 1. ○ LoRA Update
  2. 2. ○ Adapter Layer
  3. 3. ○ Prefix Tuning
  4. 4. ○ Train LoRA Adapter End-to-End