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@mlcommons

MLCommons

Better ML for everyone

MLCommons

The mission of MLCommons® is to make machine learning better for everyone. Together with its 50+ founding Members and Affiliates, including startups, leading companies, academics, and non-profits from around the globe, MLCommons will help grow machine learning from a research field into a mature industry through benchmarks, public datasets and best practices. MLCommons firmly believes in the power of open-source and open data. Our software projects are generally available under the Apache 2.0 license and our datasets generally use CC-BY 4.0.

You can visit the MLCommons website here for more information, or head straight to our Community page if you want to join our Working Groups.

Individuals, companies, and other entities can become members and/or affiliates.

Policies, License and Code of Conduct

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  1. inference_results_v6.0 inference_results_v6.0 Public

    Link to visualizer: https://mlperf-dashboard-final-50577619532.us-west1.run.app/

    Python 2 2

  2. training_results_v5.1 training_results_v5.1 Public

    This repository contains the results and code for the MLPerf® Training v5.1 benchmark.

    Python 4 5

  3. training training Public

    Reference implementations of MLPerf® training benchmarks

    Python 1.8k 586

  4. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.6k 623

  5. ailuminate ailuminate Public

    The AILuminate v1.1 benchmark suite is an AI risk assessment benchmark developed with broad involvement from leading AI companies, academia, and civil society.

    77 19

  6. modelbench modelbench Public

    Run safety benchmarks against AI models and view detailed reports showing how well they performed.

    Python 124 27

Repositories

Showing 10 of 125 repositories
  • mlcommons/submissions_algorithms’s past year of commit activity
    Python 9 Apache-2.0 11 4 3 Updated May 8, 2026
  • mlcommons/mlperf_inference_test_submissions’s past year of commit activity
    Mermaid 1 5 0 0 Updated May 8, 2026
  • training_policies Public

    Issues related to MLPerf™ training policies, including rules and suggested changes

    mlcommons/training_policies’s past year of commit activity
    Python 95 Apache-2.0 72 1 4 Updated May 8, 2026
  • mlperf-automations Public

    This repository contains automation scripts designed to run MLPerf Inference benchmarks. Originally developed for the Collective Mind (CM) automation framework, these scripts have been adapted to leverage the MLC automation framework, maintained by the MLCommons Benchmark Infrastructure Working Group.

    mlcommons/mlperf-automations’s past year of commit activity
    Python 14 Apache-2.0 25 41 (1 issue needs help) 6 Updated May 8, 2026
  • storage Public

    MLPerf® Storage Benchmark Suite

    mlcommons/storage’s past year of commit activity
    Python 179 Apache-2.0 61 70 10 Updated May 8, 2026
  • endpoints Public

    MLCommons Inference Endpoints repository

    mlcommons/endpoints’s past year of commit activity
    Python 11 Apache-2.0 10 56 (1 issue needs help) 11 Updated May 8, 2026
  • logging Public

    MLPerf™ logging library

    mlcommons/logging’s past year of commit activity
    Python 41 Apache-2.0 56 42 0 Updated May 7, 2026
  • medperf Public

    An open benchmarking platform for medical artificial intelligence using Federated Evaluation.

    mlcommons/medperf’s past year of commit activity
    Python 164 Apache-2.0 35 13 4 Updated May 7, 2026
  • ck Public

    Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks

    mlcommons/ck’s past year of commit activity
    Python 646 Apache-2.0 123 11 0 Updated May 7, 2026
  • tiny Public

    MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers

    mlcommons/tiny’s past year of commit activity
    C 459 Apache-2.0 109 15 7 Updated May 6, 2026

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