Why temperature=0 still can't guarantee deterministic LLM inference

A blog post from Thinking Machines Lab explains why LLM inference remains nondeterministic even with temperature=0: factors like batch shapes and kernel reduction order still affect logits beyond the sampling step.

2026-10-07 ~ 2026-10-07 · 2 related posts