Upskill
We got Claude to teach open models how to write CUDA kernels! Published by huggingface in blog.
What is Upskill?
We got Claude to teach open models how to write CUDA kernels! Published by huggingface in blog. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Documentation
- Writing
- Documentation use cases
- Writing use cases
Technical details
- Install or run with Copy skill directory
When to use Upskill
- Use it for documentation.
- Use it for writing.
Built with
Editorial notes
Source
- Creator: huggingface
- Repository: huggingface/blog
- Skill file: upskill.md
What it does
We got Claude to teach open models how to write CUDA kernels!
Skill instructions
We got Claude to teach open models how to write CUDA kernels! The best thing about agent skills is upskilling your agents on hard problems. There are two ways to look at that: 1. You can take Opus 4.5 or other SOTA models and tackle the hardest problems out there. 2. You can take models that run on your laptop and upskill them to harder problems. In this blog post, we’ll show you how to take on the latter. This blog post walks through the process of using a new tool, upskill, to generate and evaluate agent skills with large models and use them with smaller models. We will benchmark upskill on the task of writing CUDA kernels for diffusers models, but the process is generally useful for cutting costs, or using smaller models on hard and domain-specific problems. What are agent skills? In case you missed it, agent skills are taking the coding agent game by storm. In fact, they’re a straightforward concept to define model context as files, like instructions as markdown and code as scripts
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Frequently asked questions
What is Upskill?
Upskill is a open-source AI agent skill with Copy skill directory. We got Claude to teach open models how to write CUDA kernels!
Who is Upskill best for?
Upskill is best for reusing agent instructions, scripts, and references, documentation workflows, writing workflows.
How do I install Upskill?
Install or run Upskill using Copy skill directory. Check Upskill for the latest setup command.
Is Upskill actively maintained?
Upskill may need a closer maintenance check before production use.
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