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Agent Skills Guide

hugging-face-model-trainer

published 2026/02/01

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.

📦 Install Skill

Command line install

Install directly with the `skills` CLI.

npx skills add patchy631/ai-engineering-hub/hugging-face-skills/skills/hugging-face-model-trainer

Local download

Download only this skill directory.

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