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Hugging Face Transformers: loading and fine-tuning v1.0.0

Use this resource to load, fine-tune and run Hugging Face models

New

  • 464 downloads
  • 126 likes
  • 223 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install hugging-face-transformers-finetuning

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent writes or reviews Hugging Face code: model loading and configuration, tokenization, fine-tuning with the Trainer API, dataset handling, efficient fine-tuning techniques and optimized inference. You get structured model code.

Mostly picked by

Updated November 2, 2026

Card for the “Hugging Face Transformers: loading and fine-tuning” skill

Details

Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: principles and model loading
  • SKILL.md: tokenization, fine-tuning with Trainer and datasets
  • SKILL.md: efficient fine-tuning, inference optimization and the Hub

Good fit for

  • You want to adapt a language model to a specific task
  • You run a Hub model to classify texts

Not for

    Tags

    • hugging face
    • transformers
    • fine-tuning
    • tokenization

    About

    You say

    “Fine-tune a text classification model with Trainer on my customer reviews dataset.”

    Card for the “Hugging Face Transformers: loading and fine-tuning” skill

    Skill published by mindrally under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to load, fine-tune and run Hugging Face models
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md5.3 KB

    Origin and licence

    Listed unmodified

    Author
    mindrally
    Source
    github.com/mindrally/skills/tree/7682ca77710e0971eab4e0ae5dddfa281aea0ba5/transformers-huggingface
    Licence
    Apache-2.0

    Notice

    « transformers-huggingface » (mindrally, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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