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MLCommons

Better ML for everyone
README.md

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 3 2

  2. training_results_v6.0 training_results_v6.0 Public

    Python 5 5

  3. training training Public

    Reference implementations of MLPerf® training benchmarks

    Python 1.8k 597

  4. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.7k 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.

    85 22

  6. modelbench modelbench Public

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

    Python 139 41

Repositories

Showing 10 of 140 repositories
  • medperf Public

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

    mlcommons/medperf's past year of commit activity
    Python 172 Apache-2.0 37 16 10 Updated Nov 9, 2026
  • endpoints Public

    MLCommons Inference Endpoints repository

    mlcommons/endpoints's past year of commit activity
    Python 27 Apache-2.0 37 81 (1 issue needs help) 37 Updated Nov 9, 2026
  • endpoints-submission-cli Public
    mlcommons/endpoints-submission-cli's past year of commit activity
    Python 1 Apache-2.0 5 33 20 Updated Nov 9, 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 919 Apache-2.0 131 126 (2 issues need help) 11 Updated Nov 9, 2026
  • endpoints_policies Public
    mlcommons/endpoints_policies's past year of commit activity
    Python 0 1 64 (1 issue needs help) 10 Updated Nov 9, 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 17 Apache-2.0 33 38 (1 issue needs help) 10 Updated Nov 9, 2026
  • pdo-contracts Public Forked from hyperledger-labs/pdo-contracts
    mlcommons/pdo-contracts's past year of commit activity
    C++ 0 Apache-2.0 6 0 0 Updated Nov 8, 2026
  • policy_fabric Public
    mlcommons/policy_fabric's past year of commit activity
    Python 2 2 0 2 Updated Nov 8, 2026
  • mlcflow Public

    MLCFlow: Simplifying MLPerf Automations

    mlcommons/mlcflow's past year of commit activity
    Python 14 Apache-2.0 16 1 0 Updated Nov 7, 2026
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open's past year of commit activity
    C++ 72 Apache-2.0 32 57 6 Updated Nov 6, 2026
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