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kayvr

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Show HN: TokenHawk, WebGPU Running LLaMA

github.com
2 points·by kayvr·3 tahun yang lalu·0 comments

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kayvr
·tahun lalu·discuss
FWIW, I thought the bits on governance and history provided much needed context. Great post.
kayvr
·2 tahun yang lalu·discuss
I've heard the WebGPU workgroup wants to close the gap on tensor core support.
kayvr
·2 tahun yang lalu·discuss
It's not too surprising that Crew Dragon is a bit like a Tesla. But, wow, the ISS has leaks on board.
kayvr
·2 tahun yang lalu·discuss
Rusty would dig this. It's the name of good ol' game.

https://en.wikipedia.org/wiki/SteamWorld
kayvr
·2 tahun yang lalu·discuss
Integer multiplication was used to test LLMs reasoning capabilities, and I think Karpathy mentioned that tokenization might play a role in basic math. MathGLM was compared against GPT-4 in the article, but I couldn't figure out if MathGLM was trained with character-level tokenization or not.
kayvr
·3 tahun yang lalu·discuss
It could be. But there's quite a bit of momentum behind CUDA. Plus, CUDA is just wicked fast. I wrote a WebGPU version of LLaMA inference and there's still a bit of a gap in performance between WebGPU and CUDA. Admittedly, WebGPU can't access tensor cores and I undoubtedly need to optimize further.
kayvr
·3 tahun yang lalu·discuss
Also https://github.com/kayvr/TokenHawk, a WebGPU implementation of LLaMA.

edit: Note that this is my project.