Featured Articles
New MLPerf Training v4.1 Benchmarks Highlight Industry’s Focus on New Systems and Generative AI Applications
The latest Gen AI benchmarks added to the suite show significant performance improvements.
New MLPerf Storage v1.0 Benchmark Results Show Storage Systems Play a Critical Role in AI Model Training Performance
Storage system providers invent new, creative solutions to keep pace with faster accelerators, but the challenge continues to escalate
MLCommons Medical WG Supports FeTS 2.0 Clinical Study with MedPerf and GaNDLF
Partnering with global researchers to advance brain tumor research with AI
Announcing the results of the inaugural AlgoPerf: Training Algorithms benchmark competition
Non-diagonal preconditioning has dethroned Nesterov Adam, and our self-tuning track has crowned a new state-of-the-art for completely hyperparameter-free training algorithms
MLCommons AI Safety Working Group’s Rapid Progress to a v1.0 Release
Building a comprehensive approach to measuring the safety of LLMs and beyond
New MLPerf Training Benchmark Results Highlight Hardware and Software Innovations in AI Systems
Two new benchmarks added – highlighting language model fine-tuning and classification for graph data
Blog
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MLCommons Medical WG Supports FeTS 2.0 Clinical Study with MedPerf and GaNDLF
Partnering with global researchers to advance brain tumor research with AI
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Mixtral 8x7B: a new MLPerf Inference benchmark for mixture of experts
MLPerf task force shares insights on the design of its mixture of experts large language model benchmark
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SDXL: An MLPerf Inference benchmark for text-to-image generation
MLPerf task force shares insights on the design of its text-to-image benchmark
News
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New MLPerf Training v4.1 Benchmarks Highlight Industry’s Focus on New Systems and Generative AI Applications
The latest Gen AI benchmarks added to the suite show significant performance improvements.
-
New MLPerf Storage v1.0 Benchmark Results Show Storage Systems Play a Critical Role in AI Model Training Performance
Storage system providers invent new, creative solutions to keep pace with faster accelerators, but the challenge continues to escalate
-
New MLPerf Inference v4.1 Benchmark Results Highlight Rapid Hardware and Software Innovations in Generative AI Systems
New mixture of experts benchmark tracks emerging architectures for AI models