Use Case
Peft Fine Tuning is a powerful AI agent skill that extends your assistant with new capabilities. 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. This guide walks you through installing Peft Fine Tuning, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Peft Fine Tuning: npx clawhub@latest --dir ~/.claude/skills install peft
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to developer & devops to trigger Peft Fine Tuning
Review the output and refine your prompt for better results
Combine Peft Fine Tuning with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Peft Fine Tuning
Help me get started with Peft Fine Tuning
What can Peft Fine Tuning do for my developer & devops workflow?
Show me an example of using Peft Fine Tuning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install peftOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install peftβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/peft/π‘Extract and place the folder at the path above, then restart your agent.