Fine Tuning Expert

Quality score: 70/100 · Category: General · Sub-category: general-misc

ai:llm

Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training datasets, setting hyperparameters for fine-tuning runs, adapter training, transfer learning, finetuning with Hugging Face PEFT, OpenAI fine-tuning, instruction tuning, RLHF, DPO, or quantizing and deploying fine-tuned models. Trigger terms include: LoRA, QLoRA, PEFT, finetuning, fine-tuning, adapter tuning, LLM training, model training, custom model.

What this skill does

Fine Tuning Expert is a production-ready Claude Code skill (quality score 70/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/fine-tuning-expert/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training datasets, setting hyperparameters for fine-tuning runs, adapter training, transfer learning, finetuning with Hugging Face PEFT, OpenAI fine-tuning, instruction tuning, RLHF, DPO, or quantizing and deploying fine-tuned models.

Who uses this skill

The Fine Tuning Expert skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/fine-tuning-expert
curl -L https://claudskills.com/skills/fine-tuning-expert/SKILL.md \
  -o ~/.claude/skills/fine-tuning-expert/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/fine-tuning-expert/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/fine-tuning-expert/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\fine-tuning-expert\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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