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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. training training Public

    Reference implementations of MLPerf™ training benchmarks

    Python 1.7k 573

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.4k 561

  3. training_results_v5.0 training_results_v5.0 Public

    This repository contains the results and code for the MLPerf™ Training v5.0 benchmark.

    Python 2 1

  4. inference_results_v5.0 inference_results_v5.0 Public archive

    This repository contains the results and code for the MLPerf™ Inference v5.0 benchmark.

    HTML 5 8

  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.

    20 8

  6. modelbench modelbench Public

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

    Python 97 23

Repositories

Showing 10 of 109 repositories
  • mlcommons/mlperf_automotive’s past year of commit activity
    Python 3 Apache-2.0 5 2 0 Updated Jul 14, 2025
  • 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 419 Apache-2.0 101 14 7 Updated Jul 14, 2025
  • inference_policies Public

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

    mlcommons/inference_policies’s past year of commit activity
    63 Apache-2.0 54 19 5 Updated Jul 14, 2025
  • training Public

    Reference implementations of MLPerf™ training benchmarks

    mlcommons/training’s past year of commit activity
    Python 1,691 Apache-2.0 573 7 44 Updated Jul 14, 2025
  • policies Public

    General policies for MLPerf™ including submission rules, coding standards, etc.

    mlcommons/policies’s past year of commit activity
    Python 29 Apache-2.0 61 36 48 Updated Jul 14, 2025
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 58 Apache-2.0 28 38 2 Updated Jul 14, 2025
  • 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 670 Apache-2.0 73 154 (4 issues need help) 31 Updated Jul 14, 2025
  • mlcommons/mlperf_inference_test_submissions_v5.0’s past year of commit activity
    Mermaid 0 5 0 0 Updated Jul 14, 2025
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 22 MIT 17 12 4 Updated Jul 14, 2025
  • 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 5 Apache-2.0 13 77 (2 issues need help) 3 Updated Jul 13, 2025
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