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Integrating TileGym kernels into Transformers v1.0.0

Use this resource to integrate TileGym cuTile kernels into Hugging Face transformers models

New

  • 390 downloads
  • 148 likes
  • 238 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install transformers-kernel-monkey-patching

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 replaces the relevant submodules or classes in transformers, patches the init, forward and weight-loading methods before the model is instantiated, then checks correctness and end-to-end performance. You get a Transformers model that uses TileGym kernels.

Mostly picked by

Updated November 2, 2026

Card for the “Integrating TileGym kernels into Transformers” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
CC-BY-4.0

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What you get

  • SKILL.md: procedure and disciplines
  • references/kernel-integration.md: kernel integration
  • references/kernel-inventory-schema.md: inventory schema

Good fit for

  • You want to speed up a Hugging Face model with TileGym kernels
  • You need to confirm that the integrated model gives identical results

Not for

    Tags

    • Transformers
    • monkey-patch
    • cuTile
    • TileGym

    About

    You say

    “Integrate the TileGym kernels into my Llama model in transformers and check correctness.”

    Card for the “Integrating TileGym kernels into Transformers” skill

    Skill published by nvidia under the CC-BY-4.0 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 integrate TileGym cuTile kernels into Hugging Face transformers models
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md3.6 KB
    • evals/evals.json5 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/auto-kernelize.md7.8 KB
    • references/environment-setup.md1.6 KB
    • references/kernel-integration.md14.6 KB
    • references/kernel-inventory-schema.md3.8 KB
    • references/workflow-diagram.png1,088.1 KB
    • skill-card.md4.6 KB
    • SKILL.md2.9 KB
    • skill.oms.sig5.7 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/tilegym-monkey-patch-kernels-to-transformers
    Licence
    CC-BY-4.0

    Notice

    « tilegym-monkey-patch-kernels-to-transformers » (nvidia, CC-BY-4.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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