[NEW] custom cuda kernels with agents #3277
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burtenshaw merged 9 commits intomainfrom Feb 13, 2026
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ariG23498
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Feb 12, 2026
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This is a very bold thing to do for a thumbnail 😆
ariG23498
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Feb 12, 2026
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| <!-- TODO: PLEASE ADD YOURSELF TO THE AUTHORS LIST --> |
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I like to leave this in until merging so that colleagues feel comfortable taking their (deserved) authorship.
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| # Custom Kernels for All from Codex and Claude | ||
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Do we want this in the blog post as well?
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Yeah, I feel like it sets the tone and it's kinda lost as a pure thumbnail.
pcuenca
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Feb 12, 2026
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Super cool.
Important (in case you missed): entry still not present in _blog.yml.
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I was seo maxing. lol
pcuenca
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| ## Conclusion | ||
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| We built an agent skill that teaches coding agents how to write production CUDA kernels. Then we pointed Claude and Codex at two real targets: a **diffusers** pipeline and a **transformers** model. The agents produced working kernels for both, with correct PyTorch bindings and benchmarks, end to end. We benchmarked the kernels and found that the optimized kernels can provide a speedup in both isolated and end-to-end performance. |
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This blog post requires this PR on kernels: huggingface/kernels#278