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gkapur

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Surfacing a 60% performance bug in cuBLAS

kernelspace.substack.com
10 points·by gkapur·2 เดือนที่ผ่านมา·0 comments

A Principled ML Compiler Stack in 5k Lines of Python

kernelspace.substack.com
1 points·by gkapur·2 เดือนที่ผ่านมา·0 comments

Agentic systems redraw the Pareto frontier on ARC-AGI

poetiq.ai
7 points·by gkapur·8 เดือนที่ผ่านมา·1 comments

comments

gkapur
·2 เดือนที่ผ่านมา·discuss
On the limitation side:

Do you think this would scale to larger transformer models with more parameters per layer?

How would this work with MOE models or sparse models?
gkapur
·9 เดือนที่ผ่านมา·discuss
Adding to the prior comments as my intuition matched yours, there’s a nice Reddit thread that gives some context into how it can be faster even if you require exact matches: https://www.reddit.com/r/LocalLLaMA/s/ARxHLqRjdM

The TLDR/key (from my understanding) is that verifying N tokens can be faster than generating N tokens.