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Hugging Face models: inference and fine-tuning v1.0.0

Use this resource to load a Hugging Face model, run it or fine-tune it

New

  • 474 downloads
  • 232 likes
  • 189 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install hugging-face-model-pipelines

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 picks the model and pipeline, sets generation or training with TrainingArguments, then checks outputs. You get Transformers code ready to run and settings to validate.

Mostly picked by

Updated November 2, 2026

Card for the “Hugging Face models: inference and fine-tuning” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: installation, authentication, Transformers v5 and quick start
  • references/: pipelines, models, generation, tokenizers, training and review

Good fit for

  • You want to classify or summarize text with a pretrained model
  • You fine-tune a model on your own data

Not for

    Tags

    • Transformers
    • Hugging Face
    • fine-tuning

    About

    You say

    “Load a sentiment classification model and classify these one hundred customer reviews.”

    Card for the “Hugging Face models: inference and fine-tuning” skill

    Skill published by k-dense-ai 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 a Hugging Face model, run it or fine-tune it
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/generation.md11.5 KB
    • references/models.md11.4 KB
    • references/pipelines.md12.1 KB
    • references/review.md8.2 KB
    • references/tokenizers.md11.4 KB
    • references/training.md15.3 KB
    • SKILL.md11.2 KB

    Origin and licence

    Listed unmodified

    Author
    k-dense-ai
    Source
    github.com/k-dense-ai/scientific-agent-skills/tree/5f2bc0341354fd5590aef76a533ada1e1e5b4e62/skills/transformers
    Licence
    Apache-2.0

    Notice

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

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