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MLCommons
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mlcommons
https://mlcommons.org/
MLCommons - Better AI for Everyone
Apr 14, 2025 - MLCommons aims to accelerate AI innovation to benefit everyone. It's philosophy of open collaboration and collaborative engineering seeks to improve AI systems...
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https://mlcommons.org/benchmarks/mlperf-automotive/
Benchmark MLPerf Autotmotive MLCommons V0.5
Sep 4, 2025 - The MLPerf Automotive benchmark suite measures the performance of computers intended for automotive, both for Advanced Driving Assistance System/Autonomous...
benchmarkmlperfmlcommons
https://mlcommons.org/working-groups/ai-risk-reliability/ai-risk-reliability/
AI Risk & Reliability - MLCommons
Oct 15, 2025 - Support community development of AI risk and reliability tests and organize definition of research- and industry-standard AI safety benchmarks based on those...
ai riskampreliability
https://mlcommons.org/ailuminate/safety/
AILuminate Safety - MLCommons
ailuminatesafetymlcommons
https://mlcommons.org/category/power/
Power Archives - MLCommons
powerarchivesmlcommons
https://mlcommons.org/2025/09/mlperf-inference-v5-1-results/
MLCommons Releases New MLPerf Inference v5.1 Benchmark Results - MLCommons
Sep 9, 2025 - MLCommons Releases New MLPerf Inference v5.1 Benchmark ResultsNew results highlight AI industry’s latest technical advances
mlcommons releasesnewmlperf
https://mlcommons.org/working-groups/data/datasets/
Datasets - MLCommons
Aug 15, 2025 - The Datasets working group creates new datasets to fuel innovation in machine learning.
datasetsmlcommons
https://mlcommons.org/2025/11/mlperf-client-1-5-release/
MLPerf Client v1.5 Advances AI PC Benchmarking with Windows ML Integration - MLCommons
Nov 17, 2025 - MLPerf Client v1.5 introduces Windows ML support, expanded platform coverage (including iPad), and experimental power measurement, setting a new, comprehensive...
mlperf clientadvancesaipc
https://mlcommons.org/working-groups/research/dmlr/
Data-centric ML - MLCommons
Nov 18, 2024 - Accelerate research innovation and increase scientific rigor in machine learning by defining, developing, and operating benchmarks for datasets and...
data centricml
https://mlcommons.org/2025/10/training-flux1/
MLPerf Training Introduces Flux.1 Text-to-Image Benchmark - MLCommons
Oct 29, 2025 - MLPerf Training updates its text-to-image benchmark to Flux.1, a powerful 11.9B parameter transformer model. Learn about the new standard in generative AI...
mlperf trainingintroducesflux
https://mlcommons.org/category/chakra/
Chakra Archives - MLCommons
chakraarchivesmlcommons
https://mlcommons.org/2025/11/iso-aus/
From Community Benchmarks to Global Standards: MLCommons Shaping AI Governance - MLCommons
Nov 10, 2025 - MLCommons is bridging its open-source AI benchmarks with international standards (ISO/IEC JTC 1/SC 42), defining best practices for AI testing, governance, and...
community benchmarksglobalai
https://mlcommons.org/2025/06/2025-mlc-rising-stars/
Introducing the 2025 MLCommons Rising Stars - MLCommons
Jul 1, 2025 - Fostering a community of talented young researchers at the intersection of ML and systems research
mlcommons rising stars
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https://mlcommons.org/working-groups/benchmarks/inference/
MLPerf Inference - MLCommons
Aug 15, 2025 - The MLCommons MLPerf Inference working group creates a set of fair and representative inference benchmarks. The myriad combinations of ML hardware and software...
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https://mlcommons.org/category/mlperf-hpc/
MLPerf HPC Archives - MLCommons
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https://mlcommons.org/working-groups/data/medical/
Medical AI - MLCommons
Jun 12, 2025 - The MLCommons Medical AI working group develops benchmarks and best practices that help accelerate AI development in healthcare through an open, neutral, and...
medicalaimlcommons
https://mlcommons.org/about-us/
About - MLCommons
Feb 7, 2025 - MLCommons is an AI engineering consortium, built on a philosophy of open collaboration to improve AI systems. Our collective engineering efforts span industry...
mlcommons
https://mlcommons.org/2025/09/small-llm-inference-5-1/
MLPerf Inference 5.1: Benchmarking Small LLMs with Llama3.1-8B - MLCommons
Sep 9, 2025 - MLCommons introduces a new small language model benchmark based on established industry methods such as Llama3.1-8B, vLLM, and the CNN-DailyMail dataset.
mlperf inferencebenchmarking
https://insideainews.com/2025/11/14/mlcommons-releases-mlperf-ai-training-v5-1-results/
MLCommons Releases MLPerf AI Training v5.1 Results - insideAI News
Nov 14, 2025 - Today, MLCommons announced new results for the MLPerf Training v5.1 benchmark suite, highlighting the rapid evolution and increasing richness of the AI...
mlcommons releases mlperfai
https://mlcommons.org/working-groups/benchmarks/infra/
Infra - MLCommons
Nov 20, 2024 - The Infra working group makes machine learning more reproducible and easier to manage for the broader community by building logging tools and recommending...
inframlcommons
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https://mlcommons.org/2025/04/ckan-croissant/
CKAN Announces Support for Croissant - MLCommons
Apr 16, 2025 - CKAN supports the MLCommons Croissant metadata standard
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https://mlcommons.org/2025/06/ares-announce/
MLCommons Builds New Agentic Reliability Evaluation Standard in Collaboration with Industry Leaders...
Jun 27, 2025 - MLCommons and partners unite to create actionable reliability standards for next-generation AI agents.
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https://mlcommons.org/2024/04/mlc-aisafety-v0-5-poc/
Announcing MLCommons AI Safety v0.5 Proof of Concept - MLCommons
Feb 25, 2025 - Announcing the release of the MLComons AI Safety v0.5 benchmark proof-of-concept focusing on measuring the safety of LLMs
ai safetyannouncingmlcommons
https://mlcommons.org/2025/09/whisper-inferencev5-1/
Whisper: An MLPerf Inference Benchmark for Automatic Speech Recognition (ASR) - MLCommons
Sep 9, 2025 - MLCommons introduces a new speech-to-text benchmark based on established industry methods such as Whisper-Large-V3 and the LibriSpeech dataset.
automatic speech recognition
https://mlcommons.org/category/data-centric-ml/
Data-centric ML Archives - MLCommons
data centricmlarchives
https://mlcommons.org/working-groups/benchmarks/power/
Power - MLCommons
Nov 15, 2024 - The Power working group creates power measurement techniques for various MLPerf benchmarks to enable reporting and energy consumption comparison, performance...
powermlcommons
https://mlcommons.org/2023/07/introducing-the-2023-mlcommons-rising-stars/
Introducing the 2023 MLCommons Rising Stars - MLCommons
Nov 18, 2024 - Fostering a community of talented graduate students at the intersection of ML and systems research
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https://mlcommons.org/working-groups/research/science/
Science - MLCommons
May 21, 2025 - The Science working group evaluates, organizes, curates, and integrates artifacts around applications, models/algorithms, infrastructure, benchmarks, and...
sciencemlcommons
https://mlcommons.org/2025/06/mlperf-training-v5-0-results/
New MLCommons MLPerf Training v5.0 Benchmark Results Reflect Rapid Growth and Evolution of the...
Jun 26, 2025 - New MLCommons MLPerf Training v5.0 Benchmark Results Reflect Rapid Growth and Evolution of the Field of AI
mlcommons mlperfnewtraining
https://mlcommons.org/benchmarks/
Benchmark Work | Benchmarks MLCommons
Feb 8, 2025 - MLCommons ML benchmarks help balance the benefits and risks of AI through quantitative tools that guide responsible AI development.
benchmarkworkmlcommons
https://mlcommons.org/datasets/
View Datasets provided by MLCommons
Dec 4, 2024 - Evaluating AI systems depends on rigorous, standardized test datasets. MLCommons builds open, large-scale, and diverse datasets. View more.
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https://mlcommons.org/2025/11/training-v5-1-results/
MLCommons Releases MLPerf Training v5.1 Results - MLCommons
Nov 13, 2025 - MLCommons® announced new results for the MLPerf® Training v5.1 benchmark suite, highlighting the rapid evolution and increasing richness of the AI ecosystem...
mlcommons releases mlperf
https://mlcommons.org/2025/05/training-llama31405b/
MLCommons MLPerf Training Expands with Llama 3.1 405B - MLCommons
Sep 2, 2025 - MLCommons MLPerf Training Expands with Llama 3.1 405B
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https://mlcommons.org/2025/07/mlperf-client-v1-0/
MLCommons Releases MLPerf Client v1.0: A New Standard for AI PC and Client LLM Benchmarking -...
Sep 2, 2025 - MLCommons Releases MLPerf Client v1.0 with Expanded Models, Prompts, and Hardware Support, Standardizing AI PC Performance.
mlcommons releases mlperfnew
https://winbuzzer.com/2025/02/01/mlcommons-and-hugging-face-launch-huge-speech-dataset-with-more-than-a-million-hours-of-audio-xcxwbn/
MLCommons And Hugging Face Launch Huge Speech Dataset With More Than A Million Hours Of Audio -...
Feb 1, 2025 - An extensive multilingual speech dataset from MLCommons and Hugging Face offers over one million hours of audio, setting a new standard for AI-driven speech...
hugging facespeech dataset
https://mlcommons.org/2025/04/ail-benchmarking-policy/
Announcing the AILuminate Benchmarking Policy - MLCommons
Apr 16, 2025 - The MLCommons AILuminate Benchmarking Policy outlines the policy for systems under test (SUTs) for inclusion in the AILuminate benchmark.
announcingailuminatepolicy
https://mlcommons.org/datasets/unsupervised-peoples-speech/
People's Speech Dataset | MLCommons Datasets
Mar 4, 2025 - The MLCommons People’s Speech Dataset contains 30,000 hours of conversational English speech recognition licensed for academic and commercial machine...
speech dataset mlcommons
https://mlcommons.org/working-groups/benchmarks/client/
MLPerf Client - MLCommons
Aug 15, 2025 - Create an application that contains a set of fair and representative machine-learning benchmarks for client consumer systems.
mlperf clientmlcommons
https://mlcommons.org/working-groups/benchmarks/tiny/
MLPerf Tiny - MLCommons
Aug 15, 2025 - The MLPerf Tiny working group develops Tiny ML benchmarks to evaluate inference performance on ultra-low-power systems.
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MLCommons/peoples_speech · Datasets at Hugging Face
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https://mlcommons.org/category/croissant/
Croissant Archives - MLCommons
croissantarchivesmlcommons
https://mlcommons.org/working-groups/
Working Groups, Experts in Data | MLCommons
Dec 4, 2024 - MLCommons working group include experts who define, develop, and conduct the MLPerf benchmarks at MLCommons, advancing AI technologies.
working groupsexpertsdata
https://mlcommons.org/2025/04/ailuminate-french-datasets/
MLCommons Releases French AILuminate Benchmark Demo Prompt Dataset to Github - MLCommons
Apr 16, 2025 - MLCommons announces the release of two French language datasets for the AILuminate benchmark. A 1,200 prompt Creative-Commons licensed version, and 12,000...
mlcommons releasesfrenchdemo
https://mlcommons.org/category/ai-risk-reliability/
AI Risk & Reliability Archives - MLCommons
ai riskampreliabilityarchives
https://mlcommons.org/about-us/programs/
Rising Stars Program - MLCommons
Feb 7, 2025 - MLCommons Systems and ML Rising Stars celebrate up-and coming researchers. Our goal is to improve AI systems though our collective engineering efforts with...
rising starsprogrammlcommons
https://mlcommons.org/working-groups/benchmarks/mobile/
Mobile - MLCommons
May 21, 2025 - The Mobile working group creates a set of fair and representative inference benchmarks for mobile consumer devices such as smartphones, tablets, and notebooks...
mobilemlcommons
https://mlcommons.org/working-groups/benchmarks/training/
MLPerf Training - MLCommons
Sep 23, 2025 - The MLPerf Training working group creates and runs benchmarks that measure the performance of training ML models on a wide variety of use cases, software, and...
mlperf trainingmlcommons
https://mlcommons.org/datasets/peoples-speech/
People's Speech Dataset | MLCommons Datasets
Nov 20, 2024 - The People’s Speech Dataset contains 30,000 hours of conversational English speech recognition licensed for academic and commercial machine learning usage.
speech dataset mlcommons
https://mlcommons.org/category/medical/
Medical Archives - MLCommons
medical archivesmlcommons
https://mlcommons.org/our-members/
Our Members - MLCommons
Dec 17, 2025 - MLCommons is supported by over 125 members and affiliates, including startups, leading companies, academics, and non-profits from around the globe.
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https://mlcommons.org/jobs/
Jobs - MLCommons
Nov 11, 2025 - MLCommons is an AI engineering consortium, built on a philosophy of open collaboration to improve AI systems. Our collective engineering efforts span industry...
jobsmlcommons
https://mlcommons.org/2025/09/mlperf-tiny-v1-3-tech/
A New TinyML Streaming Benchmark for MLPerf Tiny v1.3 - MLCommons
Sep 24, 2025 - A New TinyML Streaming Benchmark for MLPerf Tiny v1.3
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https://mlcommons.org/category/datasets/
Datasets Archives - MLCommons
datasetsarchivesmlcommons
https://mlcommons.org/datasets/dollar-street/
Dollar Street Dataset | MLCommons Machine Learning Datasets
Nov 20, 2024 - The MLCommons Dollar Street Dataset is a collection of images of everyday household items from homes around the world for machine learning.
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https://mlcommons.org/working-groups/benchmarks/automotive/
MLPerf Automotive - MLCommons
Aug 27, 2025 - The MLPerf Automotive working group defines and develops an industry standard ML benchmark suite for automotive to be used in request for information (RFIs)...
mlperf automotivemlcommons
https://mlcommons.org/datasets/cognata/
Cognata Dataset | MLCommons Machine Learning Datasets
Nov 20, 2024 - The MLCommons Cognata Dataset is a set of photorealistic synthetic automotive data frames of urban and highway scenarios to train machine learning (ML) for...
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AILuminate Jailbreak - MLCommons
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https://mlcommons.org/2025/04/rgat-inference-v5/
Introducing a Graph Neural Network Benchmark in MLPerf Inference v5.0 - MLCommons
Sep 4, 2025 - MLCommons announces new RGAT benchmark to MLPerf Inference v5.0 - addresses performance tests for graph-structured data and applications.
graph neuralmlperf inference
https://mlcommons.org/2025/10/training-llama-3-1-8b/
MLPerf Training Adds Llama 3.1 8B Benchmark - MLCommons
Oct 29, 2025 - MLPerf Training v5.1 introduces the Llama 3.1 8B benchmark, offering an accessible way to evaluate modern LLM pretraining on single-node systems, replacing the...
mlperf trainingaddsllama
https://mlcommons.org/2025/09/mlperf-tiny-v1-3-results/
MLCommons New MLPerf Tiny 1.3 Benchmark Results Released - MLCommons
Sep 17, 2025 - New data reveals advances in tiny neural network performance
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https://mlcommons.org/2025/04/mlperf-inference-v5-0-results/
MLCommons Releases New MLPerf Inference v5.0 Benchmark Results - MLCommons
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https://mlcommons.org/category/algorithms/
Algorithms Archives - MLCommons
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https://mlcommons.org/2025/09/deepseek-inference-5-1/
DeepSeek Reasoning for MLPerf Inference v5.1 - MLCommons
Sep 9, 2025 - MLCommons MLPerf Inference v5.1 Benchmarking the Next Generation of Reasoning LLMs with Long Output Sequences
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https://mlcommons.org/2025/04/auto-inference-v5/
A New Automotive Benchmark for MLPerf Inference v5.0 - MLCommons
Sep 2, 2025 - MLCommons has developed a new automotive benchmark for MLPerf Inference v5.0 based on established industry methods such as PointPainting, DeepLabv3+, and the...
mlperf inferencenewautomotive
https://mlcommons.org/2025/08/mlperf-auto-v0-5-results/
AVCC and MLCommons Release New MLPerf Automotive v0.5 Benchmark Results - MLCommons
Sep 2, 2025 - AVCC® and MLCommons® announced new results for their new MLPerf® Automotive v0.5 benchmark
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https://mlcommons.org/ailuminate/
AILuminate - MLCommons
ailuminatemlcommons
https://mlcommons.org/datasets/multilingual-spoken-words/
Multilingual Spoken Words Dataset | MLCommons Datasets
Nov 20, 2024 - MLCommons Multilingual Spoken Words Dataset Corpus is a large and growing audio dataset of spoken words in 50 languages for machine learning.
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https://mlcommons.org/2025/08/storage-2-checkpointing/
Announcing the MLPerf Storage v2.0 Checkpointing Workload - MLCommons
Sep 2, 2025 - MLCommons, MLPerf Storage v2.0 Addressing Backup and Recovery Speed for Training Large Language Models on Scale-Out Clusters
mlperf storageannouncing
https://mlcommons.org/2025/05/nasscom/
MLCommons Announces Expansion of Industry-Leading AILuminate Benchmark - MLCommons
Jun 26, 2025 - MLCommons is partnering with NASSCOM to bring AILuminate’s globally recognized AI reliability benchmarks to South Asia.
announces expansionmlcommons