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Peft Fine Tuning
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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.
🔧 安装方式
复制提示词，发送给任意 AI 助手即可安装 Skill，包括但不限于 Lighthouse OpenClaw、WorkBuddy、QClaw、Kimi、Claude 等
请先检查是否已安装 SkillHub 商店，若未安装，请根据 https://skillhub.cn/install/skillhub.md 安装 Skillhub 商店，然后安装 Peft Fine Tuning 技能。
若已安装，则直接安装 Peft Fine Tuning 技能。
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.