"low-precision training" Papers

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FP4 All the Way: Fully Quantized Training of Large Language Models

Brian Chmiel, Maxim Fishman, Ron Banner et al.

NeurIPS 2025spotlight

Collage: Light-Weight Low-Precision Strategy for LLM Training

Tao Yu, Gaurav Gupta, KARTHICK GOPALSWAMY et al.

ICML 2024poster

Structured Inverse-Free Natural Gradient Descent: Memory-Efficient & Numerically-Stable KFAC

Wu Lin, Felix Dangel, Runa Eschenhagen et al.

ICML 2024poster