#Batch Invariance

Solving LLM Nondeterminism: A Breakthrough for Reproducible AI

The Real Reason for LLM Inference Nondeterminism

The true cause of LLM inference nondeterminism is not random GPU math, but a systemic failure of "batch invariance" tied to unpredictable server load.