Fine-Tuning Expert

[Documentation](https://jeffallan.github.io/claude-skills/skills/data-ml/fine-tuning-expert/)

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LLM Evaluation

Evaluated by: xiaomi/mimo-v2-flash:free

Last evaluated: May 17, 2026

Prompt Quality

3.0 /5

Evaluation error: RetryError[]

Usefulness

3.0 /5

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Overall Rating

3.0 /5

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Prompt Preview

---
name: fine-tuning-expert
description: "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-tu...

Full prompt length: 6604 characters

Tools & Technologies

• python