peft-lora-qlora
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.
- License
- MIT
Pinned to revision cb10d1cac799, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/peft-lora-qlora/SKILL.md
- skills/peft-lora-qlora/references/advanced-usage.md
- skills/peft-lora-qlora/references/full-guide.md
- skills/peft-lora-qlora/references/troubleshooting.md
Every link opens the file at its source, pinned to the revision this page describes.