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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_v6.1 inference_results_v6.1 Public

    Python 1 2

  2. training_results_v6.0 training_results_v6.0 Public

    Python 5 4

  3. training training Public

    Reference implementations of MLPerf® training benchmarks

    Python 1.8k 594

  4. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.6k 650

  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.

    83 22

  6. modelbench modelbench Public

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

    Python 134 36

Repositories

Showing 10 of 137 repositories
  • mlcflow Public

    MLCFlow: Simplifying MLPerf Automations

    mlcommons/mlcflow's past year of commit activity
    Python 11 Apache-2.0 16 3 (1 issue needs help) 9 Updated Sep 23, 2026
  • modelbench Public

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

    mlcommons/modelbench's past year of commit activity
    Python 134 Apache-2.0 36 561 12 Updated Sep 23, 2026
  • croissant Public

    Croissant is a high-level format for machine learning datasets that brings together four rich layers.

    mlcommons/croissant's past year of commit activity
    Jupyter Notebook 901 Apache-2.0 125 179 (4 issues need help) 43 Updated Sep 23, 2026
  • endpoints Public

    MLCommons Inference Endpoints repository

    mlcommons/endpoints's past year of commit activity
    Python 22 Apache-2.0 28 70 (1 issue needs help) 30 Updated Sep 23, 2026
  • mlcommons/endpoints-submission-cli's past year of commit activity
    Python 1 Apache-2.0 1 5 1 Updated Sep 23, 2026
  • policy_fabric Public
    mlcommons/policy_fabric's past year of commit activity
    Python 1 0 0 0 Updated Sep 22, 2026
  • mlcommons/inference_results_v6.1's past year of commit activity
    Python 1 Apache-2.0 2 1 0 Updated Sep 22, 2026
  • endpoints-submission-docs Public

    Submitter documentation for MLPerf Endpoints: how to prepare, validate and submit a benchmark result.

    mlcommons/endpoints-submission-docs's past year of commit activity
    0 0 0 0 Updated Sep 22, 2026
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open's past year of commit activity
    C++ 71 Apache-2.0 31 52 6 Updated Sep 22, 2026
  • mlcommons/submissions_algorithms's past year of commit activity
    Jupyter Notebook 11 Apache-2.0 11 4 2 Updated Sep 22, 2026