# Cappucino

- **Event:** [PyTorch Helion Hackathon](https://cerebralvalley.ai/e/helion-hackathon)
- **When:** Sat, Mar 14 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Yash Jain](https://cerebralvalley.ai/u/jinga-lala)
- **GitHub:** https://github.com/pytorch/helion/pull/1720
- **Gallery:** https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/27

Created a LLM-based-search for autotuner. It takes in context of the kernel in scoring and performs a beam-search with the candidate kernel configurations.
Beats LFBO with a 1.43x speedup.

## More from PyTorch Helion Hackathon

- [vectorblock.io](https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/1)
- [Voyager](https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/2)
- [Hell](https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/3)
- [Pradeep](https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/24)
- [Battlestars](https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/25)
- [GPU modders](https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/26)

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Markdown version of https://cerebralvalley.ai/e/helion-hackathon/hackathon/gallery/27. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt