Search: “mlcommons”

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Hardware

MLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces

DGX agent

arXiv:2605.11333v1 Announce Type: cross Abstract: The fast pace of artificial intelligence~(AI) innovation demands an agile methodology for observation, reproduction and optimization of distributed ma

hardwarearxiv-cs-lg

13 May 2026

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Hardware

DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers

DGX agent

arXiv:2602.02016v2 Announce Type: replace Abstract: Shampoo is one of the leading approximate second-order optimizers: a variant of it has won the MLCommons AlgoPerf competition, and it has been shown

hardwarearxiv-cs-lg

26 Jun 2026

Model Releases

Adversarial Humanities Benchmark: Results on Stylistic Robustness in Frontier Model Safety

DGX agent

arXiv:2604.18487v1 Announce Type: new Abstract: The Adversarial Humanities Benchmark (AHB) evaluates whether model safety refusals survive a shift away from familiar harmful prompt forms. Starting fro

model-releasesarxiv-cs-cl

21 Apr 2026

Hardware

Measurement of Generative AI Workload Power Profiles for Whole-Facility Data Center Infrastructure Planning

DGX agent

arXiv:2604.07345v1 Announce Type: cross Abstract: The rapid growth of generative artificial intelligence (AI) has introduced unprecedented computational demands, driving significant increases in the e

hardwarearxiv-cs-lg

10 Apr 2026

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