[properbrew]

> I want to see some assurance we get the same results every time

Genuine question, but why not set the temperature to 0? I do this for non-code related inference when I want the same response to a prompt each time.

[willj]

A temperature of 0 doesn’t result in the same responses every time, in part due to floating-point precision and in part to to lack of batch invariance [1]

[1] https://thinkingmachines.ai/blog/defeating-nondeterminism-in...

[properbrew]

Thank you for this, this was a really interesting read about batch invariance, something I didn't even know about.

[assbuttbuttass]

This still doesn't help when you update your compiler to use a newer model