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Replay the Curvature: Accurate and Scalable NVFP4 Quantization for Large Language Model Inference

Ding, Ruiyi et al.
arXiv (All) · Papers
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and-cluster-computingcomputation-and-languagedistributedparallel
Large language models make weight storage and memory traffic major inference costs, motivating low-precision formats that represent each weight with only a few bits. Such formats use a scale to map floating-point values into a small codebook; NVFP4 improves local range utilization by letting every 1
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