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Deep learning with PyTorch and Transformers v1.0.0

Use this resource to develop deep learning, LLM and diffusion models in Python

New

  • 523 downloads
  • 225 likes
  • 126 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install pytorch-transformers-diffusion-models

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 deep learning code: PyTorch architectures, Transformers and Diffusers models, training and evaluation, GPU use and a Gradio interface. You get structured code with mixed-precision training and error handling.

Mostly picked by

Updated November 2, 2026

Card for the “Deep learning with PyTorch and Transformers” 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, diffusion models and Gradio integration
  • SKILL.md: training, evaluation, performance and project conventions

Good fit for

  • You train or fine-tune a language model on your data
  • You generate images with a diffusion model and want a test interface

Not for

    Tags

    • pytorch
    • transformers
    • diffusers
    • gpu

    About

    You say

    “Write the training loop of a PyTorch model with mixed precision and an evaluation at each epoch.”

    Card for the “Deep learning with PyTorch and Transformers” 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 develop deep learning, LLM and diffusion models in Python
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md2.9 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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