We Got Claude to Build CUDA Kernels and teach open models!

📰 Hugging Face Blog

Hugging Face's Claude can teach open models to build CUDA kernels using agent skills

advanced Published 28 Jan 2026
Action Steps
  1. Get the teacher (Claude Opus 4.5) to build a kernel
  2. Make an agent skill from the trace
  3. Take your skill to an open source, smaller, or cheaper model
Who Needs to Know This

AI engineers and researchers can benefit from this technology to improve model performance and efficiency, while software engineers can utilize the skills to optimize their models

Key Insight

💡 Agent skills can be used to teach open models to perform complex tasks like building CUDA kernels

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🚀 Claude can teach open models to build CUDA kernels! 🤖
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