peft-fine-tuning
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.
Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security
Installation for Agentic Skill
View all platforms →skilz install zechenzhangAGI/AI-research-SKILLs/peft-fine-tuningskilz install zechenzhangAGI/AI-research-SKILLs/peft-fine-tuning --agent opencodeskilz install zechenzhangAGI/AI-research-SKILLs/peft-fine-tuning --agent codexskilz install zechenzhangAGI/AI-research-SKILLs/peft-fine-tuning --agent geminiFirst time? Install Skilz: pip install skilz
Works with 22+ AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/zechenzhangAGI/AI-research-SKILLscp -r AI-research-SKILLs/03-fine-tuning/peft ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
Related Agentic Skills
model-trainer
by kntism
This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs...
hugging-face-evaluation-manager
by kntism
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificia...
PRFAQ Writer
by thinkbigleaders
**Description**: Write compelling PRFAQ (Press Release + FAQ) documents using Amazon's Working Backwards methodology to develop customer-centric in...
scientific-writing
by davila7
"Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (...
Agentic Skill Details
- Owner
- zechenzhangAGI (GitHub)
- Repository
- AI-research-SKILLs
- Type
- Non-Technical
- Meta-Domain
- general
- Primary Domain
- general
- Sub-Domain
- machine learning models model
- Market Score
- 24
Browse Category
More general Agentic SkillsReport Security Issue
Found a security vulnerability in this agent skill?
Report Security Issue
Thank you for helping keep SkillzWave secure. We'll review your report and take appropriate action.
Note: For critical security issues that require immediate attention, please also email security@skillzwave.ai directly.