The 4-Bitter Lesson: Balancing Stability and Performance in NVFP4 RL

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NVFP4RLlow-precisiontraininglarge language modelsstabilityperformanceoptimization

Author: Areibman

Date: 7/10/2026

Article Summary:
This article describes the development and optimization of a low-precision RL recipe for training large language models, focusing on balancing stability and performance in NVFP4 RL.