top-k

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#top-k

My suitcase robot gets high now off a real gas sensor wired straight into the LLM sampler. Smoke raises temperature/top_p/top_k live, so his speech genuinely gets loopier and never repeats.

Reddit r/LocalLLaMA · 6d ago

A suitcase robot uses a real gas sensor to live-adjust LLM sampler parameters (temperature, top_p, top_k) based on smoke detection, causing the robot's speech to become more unpredictable and loop-free.

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#top-k

@pradheepraop: implemented the top-k kernel from the kernel design section in the msa paper. https://github.com/Mantissagithub/learn_c…

X AI KOLs Timeline · 2026-06-15 Cached

Implemented a top-k kernel from the kernel design section of the MSA paper, using exp-free comparison and warp-level tree merging with CUDA shuffles. The code is available on GitHub.

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