Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks.
Part of Fullstack Dev Skills
by Jeffallan· AI & agentsUnclaimed · Yours? Claim it
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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.
Skills people install alongside fine-tuning-expert.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.copilot/skills/fine-tuning-expert
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.cursor/skills/fine-tuning-expert
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.claude/skills/fine-tuning-expert
/plugin marketplace add Jeffallan/claude-skills /plugin install fullstack-dev-skills@fullstack-dev-skills
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.agents/skills/fine-tuning-expert
Runs on your machine.
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.gemini/skills/fine-tuning-expert
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert .agents/skills/fine-tuning-expert
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npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.openclaw/skills/fine-tuning-expert
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.config/opencode/skills/fine-tuning-expert
Runs on your machine.
npx -y degit Jeffallan/claude-skills/skills/fine-tuning-expert ~/.hermes/skills/fine-tuning-expert
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Write a reviewSkills people install alongside fine-tuning-expert.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
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Safe to install in every agent it supports. Runs in your agent, as instructions.