Interesting paper by Thinking Machines where they solve this issue.

https://thinkingmachines.ai/blog/defeating-nondeterminism-in...

TLDR: It’s actually more about kernels changing with batch sizes, and you can solve it by making these kernels not depend on batch sizes. It took their inference time from 26s to 42s.