axolotl
About
This skill provides expert guidance for fine-tuning LLMs using the Axolotl framework, helping developers configure YAML files and implement techniques like LoRA/QLoRA and DPO/KTO. It's designed for when you're working with Axolotl features, debugging code, or implementing fine-tuning solutions. Key capabilities include support for 100+ models, multimodal training, and integration with tools like HuggingFace and DeepSpeed.
Quick Install
Claude Code
Recommendednpx skills add majiayu000/claude-skill-registry -a claude-code/plugin add https://github.com/majiayu000/claude-skill-registrygit clone https://github.com/majiayu000/claude-skill-registry.git ~/.claude/skills/axolotlCopy and paste this command in Claude Code to install this skill
GitHub Repository
Frequently asked questions
What is the axolotl skill?
axolotl is a Claude Skill by majiayu000. Skills package instructions and resources that Claude loads on demand, so Claude can perform axolotl-related tasks without extra prompting.
How do I install axolotl?
Use the install commands on this page: add axolotl to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does axolotl belong to?
axolotl is in the Design category, tagged Fine-Tuning, Axolotl, LLM, LoRA, QLoRA and DPO.
Is axolotl free to use?
Yes. axolotl is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
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