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Monkey Patch Kernels To Transformers

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weight methods prior to instantiating models. Used when the user requires integrating TileGym kernels into `transformers` models.

From the source SKILL.md

The main purpose of TileGym project is to provide performant kernels for LLM training and inference. We will integrate proper kernels available in TileGym project to LLM models provided by Hugging Face transformers library to validate end-to-end functional correctness and performance improvements. Instead of modifying transformers source code, we will take a non-intrusive monkey-patch approach: We will replace certain modules/classes/methods in transformers library that implement the Transformer model we would like to integrate, such that at model instantiation, that model's core components…

What this skill does

Monkey Patch Kernels To Transformers is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/monkey-patch-kernels-to-transformers/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Monkey Patch Kernels To Transformers Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/monkey-patch-kernels-to-transformers
curl -L https://claudskills.com/skills/monkey-patch-kernels-to-transformers/SKILL.md \
  -o ~/.claude/skills/monkey-patch-kernels-to-transformers/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/monkey-patch-kernels-to-transformers/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/monkey-patch-kernels-to-transformers/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\monkey-patch-kernels-to-transformers\SKILL.md on Windows. See the full install guide for step-by-step instructions.

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Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
NVIDIA. (2026). Monkey Patch Kernels To Transformers [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/monkey-patch-kernels-to-transformers/
BibTeX
@misc{monkey-patch-kernels-to-transformers-2026,
  author    = {NVIDIA},
  title     = {Monkey Patch Kernels To Transformers [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/monkey-patch-kernels-to-transformers/}
}

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