reproducibility

Beginner Basics

Why Setting Temperature to 0 Still Doesn’t Guarantee Determinism

Temperature 0 LLM outputs can drift from near-ties, floating-point changes, batching, and hardware, making exact repetition unreliable.

Oct 28, 2026