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peft-fine-tuning
Security scan passedParameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods.
Part of AI Research Skills (Orchestra)Pack · 98 skills
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What peft-fine-tuning does
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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.
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