Integrate and validate faster kernels for your language model.
What it does
Adapt Hugging Face transformers models to run TileGym kernels and develop additional cuTile kernels with correctness and performance checks.
When to use it
Use when the user requests integrating TileGym kernels into transformers models.
How to use it
Give it a target model ID and the project; it prepares the experiment environment, integrates kernels, and develops additional kernels after setup clarification and confirmation.
What you provide
- target model ID
- An existing project
Good to know
- starts helper agents, number unstated
- acts without asking
What you need · 8
Experiments require a GPU supported by TileIR; the instructions name Ampere, Ada, and Blackwell.
Requires Docker with GPU access to build and run the experiment container; a non-Docker environment requires an explicit user request.
Access · 3
This skill
research literature
Searches external research literature
docker
Starts GPU experiment containers