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LLM Fine-tuning

大模型微调技能,覆盖全参微调、LoRA 与 Prefix Tuning 方法的选型、数据准备与效果评估。

LLM Fine-tuning is an Agent skill for Data & Visualization. 大模型微调技能,覆盖全参微调、LoRA 与 Prefix Tuning 方法的选型、数据准备与效果评估。 Tags: LLM · 微调 · fine-tuning · LoRA · Prefix-Tuning · 数据准备.

Data & Visualization24.0k installsAuthor: obraVisit

What is LLM Fine-tuning

LLM Fine-tuning packages a Data & Visualization workflow for agents. 大模型微调技能,覆盖全参微调、LoRA 与 Prefix Tuning 方法的选型、数据准备与效果评估。

Install LLM Fine-tuning in Cursor / Claude / Codex

Claude Code Install with the command on this page, or place the skill in ~/.claude/skills or project .claude/skills so Claude can detect LLM Fine-tuning.

Cursor After the install command writes the skill directory, invoke LLM Fine-tuning by name in the Cursor agent.

Codex Install into the Codex skills directory and call it by name. If only a generic command is listed, run it locally and confirm Codex can see the skill.

One-click Install

Run the following command in your terminal to install the skill into your AI agent:

npx skillsadd obra/superpowers

How to Use

Claude Code: Place the skill in ~/.claude/skills (personal) or the project .claude/skills directory, and Claude will auto-detect it.

Cursor / Windsurf: After installing via npx skillsadd, the skill directory is placed in the configured path.

Codex CLI: After installation it loads automatically from the skills directory and is invoked by name.

Tags

LLM微调fine-tuningLoRAPrefix-Tuning数据准备评估evaluation

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FAQ

What is LLM Fine-tuning for?

LLM Fine-tuning is a Data & Visualization skill. 大模型微调技能,覆盖全参微调、LoRA 与 Prefix Tuning 方法的选型、数据准备与效果评估。

Can Claude, Cursor, and Codex all use LLM Fine-tuning?

Yes if the client supports Agent Skills and has loaded the skill directory. Check the project home for compatibility notes.

What similar skills exist?

Related items come from the same Data & Visualization group so you can pick a closer workflow.