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Deep learning: PyTorch, Transformers and diffusion v1.0.0

Use this resource to train and evaluate PyTorch, Transformers and diffusion models

New

  • 473 downloads
  • 168 likes
  • 180 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install pytorch-model-training-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 writes or reviews PyTorch code for language and diffusion models: architectures, training and evaluation, GPU use, error handling and Gradio demos. You get structured training code.

Mostly picked by

Updated November 2, 2026

Card for the “Deep learning: PyTorch, Transformers and diffusion” 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: principles and model development
  • SKILL.md: Transformers, LLMs and diffusion models
  • SKILL.md: training, evaluation, performance and Gradio integration

Good fit for

  • You adapt a diffusion model to your visual style
  • You want a Gradio demo to test a model

Not for

    Tags

    • pytorch
    • llm
    • diffusion
    • gradio

    About

    You say

    “Write the evaluation function for my PyTorch model, computing the loss on the validation set.”

    Card for the “Deep learning: PyTorch, Transformers and diffusion” 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 train and evaluate PyTorch, Transformers and diffusion models
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md3.9 KB

    Origin and licence

    Listed unmodified

    Author
    mindrally
    Source
    github.com/mindrally/skills/tree/7682ca77710e0971eab4e0ae5dddfa281aea0ba5/deep-learning-pytorch
    Licence
    Apache-2.0

    Notice

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

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