NVIDIAAnalysisDevelopersOctober 7, 2026

NVIDIA Megatron Core adds bitwise-deterministic pretraining

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NVIDIA details bitwise-deterministic pretraining in Megatron Core, targeting two guarantees: independent runs stay bitwise identical at every step, and checkpoint-resumed runs match uninterrupted ones. A trillion-parameter Nemotron case study shows reduced overhead.

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