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cs.AR2026
MixFP4: Enhancing NVFP4 with Adaptive FP4/INT4 Block Representations
Jiaxiang Zou, Yonghao Chen, Ruilong Wu +1
As large language models continue to scale, fine-grained block-scaled low-precision formats such as NVFP4 are increasingly adopted for their substantial throughput and memory benef…
cs.AR2024
Affordable HPC: Leveraging Small Clusters for Big Data and Graph Computing
Ruilong Wu, Yisu Wang, Dirk Kutscher
This study explores strategies for academic researchers to optimize computational resources within limited budgets, focusing on building small, efficient computing clusters. It del…