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AI development: PyTorch, Hugging Face and function calling v1.0.0

Use this resource to build a machine learning model, fine-tune an LLM or integrate an AI API

New

  • 478 downloads
  • 112 likes
  • 226 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-ml-pytorch-llm

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 defines a model and its training loop in PyTorch, then uses Hugging Face for text classification or fine-tunes an LLM with LoRA. It also shows function calling with the OpenAI API. You get training and integration code ready to run.

Mostly picked by

Updated November 2, 2026

Card for the “AI development: PyTorch, Hugging Face and function calling” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: PyTorch model definition and training loop
  • SKILL.md: text classification with Hugging Face and PyTorch Lightning
  • SKILL.md: LoRA fine-tuning and function calling

Good fit for

  • You want to classify customer messages automatically
  • You are adding a search function to an LLM-based assistant

Not for

    Tags

    • PyTorch
    • Hugging Face
    • LoRA
    • AI

    About

    You say

    “Write a PyTorch training script that classifies customer reviews as positive or negative.”

    Card for the “AI development: PyTorch, Hugging Face and function calling” skill

    Skill published by travisjneuman under the MIT 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 build a machine learning model, fine-tune an LLM or integrate an AI API
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md18.2 KB

    Origin and licence

    Listed unmodified

    Author
    travisjneuman
    Source
    github.com/travisjneuman/.claude/tree/80adced2f6fc0cb54fadb0fd6f0d7429d1f84bd7/skills/ai-ml-development
    Licence
    MIT

    Notice

    « ai-ml-development » (travisjneuman, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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