MLCommons https://mlcommons.org/ Better Machine Learning for Everyone Tue, 28 Nov 2023 16:37:09 +0000 en-US hourly 1 https://wordpress.org/?v=6.4.2 https://mlcommons.org/wp-content/uploads/2023/11/mlcommon-icon-back-w-75x75.jpg MLCommons https://mlcommons.org/ 32 32 Announcing the MLCommons AlgoPerf Training Algorithms Benchmark Competition https://mlcommons.org/2023/11/mlc-algoperf-training-algorithms-competition/ Tue, 28 Nov 2023 16:32:28 +0000 https://mlcommons.org/?p=1189 Accelerating neural network training through algorithmic improvements

The post Announcing the MLCommons AlgoPerf Training Algorithms Benchmark Competition appeared first on MLCommons.

]]> New MLPerf Training and HPC Benchmark Results Showcase 49X Performance Gains in 5 Years https://mlcommons.org/2023/11/mlperf-training-v3-1-hpc-v3-0-results/ Wed, 08 Nov 2023 16:55:00 +0000 https://mlcomdev.wpenginepowered.com/?p=954 New benchmarks, new submitters, performance gains, and new hardware add scale to latest MLCommons MLPerf results

The post New MLPerf Training and HPC Benchmark Results Showcase 49X Performance Gains in 5 Years appeared first on MLCommons.

]]> MLCommons Announces the Formation of AI Safety Working Group https://mlcommons.org/2023/10/mlcommons-announces-the-formation-of-ai-safety-working-group/ Thu, 26 Oct 2023 17:42:07 +0000 https://mlcomdev.wpenginepowered.com/?p=227 The initial focus will be on the development of safety benchmarks for large language models used for generative AI — using Stanford's groundbreaking HELM framework.

The post MLCommons Announces the Formation of AI Safety Working Group appeared first on MLCommons.

]]> MLPerf Results Highlight Growing Importance of Generative AI and Storage https://mlcommons.org/2023/09/mlperf-results-highlight-growing-importance-of-generative-ai-and-storage/ Mon, 11 Sep 2023 08:00:00 +0000 https://mlcomdev.wpenginepowered.com/?p=135 Latest benchmarks include LLM in inference and the first results for storage benchmark

The post MLPerf Results Highlight Growing Importance of Generative AI and Storage appeared first on MLCommons.

]]> Chakra: Advancing Benchmarking and Co-design for Future AI Systems https://mlcommons.org/2023/07/chakra-advancing-benchmarking-and-co-design-for-future-ai-systems/ Mon, 31 Jul 2023 08:31:00 +0000 https://mlcomdev.wpenginepowered.com/?p=138 Announcing Chakra, execution traces and benchmarks working group

The post Chakra: Advancing Benchmarking and Co-design for Future AI Systems appeared first on MLCommons.

]]> MLCommons at ICML 2023 https://mlcommons.org/2023/07/mlcommons-at-icml-2023/ Wed, 26 Jul 2023 08:09:00 +0000 https://mlcomdev.wpenginepowered.com/?p=149 Join our a data-centric ML research workshop, LLM panel, and the MLCommons Data Underground Social

The post MLCommons at ICML 2023 appeared first on MLCommons.

]]> Introducing the 2023 MLCommons Rising Stars https://mlcommons.org/2023/07/introducing-the-2023-mlcommons-rising-stars/ Tue, 25 Jul 2023 07:36:00 +0000 https://mlcomdev.wpenginepowered.com/?p=148 Fostering a community of talented graduate students at the intersection of ML and systems research

The post Introducing the 2023 MLCommons Rising Stars appeared first on MLCommons.

]]> Announcing MedPerf Open Benchmarking Platform for Medical AI https://mlcommons.org/2023/07/announcing-medperf-open-benchmarking-platform-for-medical-ai/ Mon, 17 Jul 2023 08:20:00 +0000 https://mlcomdev.wpenginepowered.com/?p=150 Bridging the gap between Medical AI research and real-world clinical impact

The post Announcing MedPerf Open Benchmarking Platform for Medical AI appeared first on MLCommons.

]]> Dynabench and BabyLM Join Forces https://mlcommons.org/2023/07/dynabench-and-babylm-join-forces/ Tue, 11 Jul 2023 08:22:00 +0000 https://mlcomdev.wpenginepowered.com/?p=152 Advancing data-centric compact language models.

The post Dynabench and BabyLM Join Forces appeared first on MLCommons.

]]> MLPerf Results Show Rapid AI Performance Gains https://mlcommons.org/2023/06/mlperf-results-show-rapid-ai-performance-gains/ Tue, 27 Jun 2023 08:24:00 +0000 https://mlcomdev.wpenginepowered.com/?p=153 Latest benchmarks highlight progress in training advanced neural networks and deploying AI models on the edge

The post MLPerf Results Show Rapid AI Performance Gains appeared first on MLCommons.

]]>