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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_v6.0 inference_results_v6.0 Public

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

    Python 1 1

  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 587

  4. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.6k 618

  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.

    76 18

  6. modelbench modelbench Public

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

    Python 123 28

Repositories

Showing 10 of 124 repositories
  • endpoints Public

    MLCommons Inference Endpoints repository

    mlcommons/endpoints’s past year of commit activity
    Python 10 Apache-2.0 5 49 (1 issue needs help) 11 Updated Apr 14, 2026
  • inference Public

    Reference implementations of MLPerf® inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,551 Apache-2.0 618 240 43 Updated Apr 14, 2026
  • mlcflow Public

    MLCFlow: Simplifying MLPerf Automations

    mlcommons/mlcflow’s past year of commit activity
    Python 12 Apache-2.0 14 3 (2 issues need help) 3 Updated Apr 14, 2026
  • DLIO_local_changes Public Forked from argonne-lcf/dlio_benchmark

    An I/O benchmark for deep Learning applications

    mlcommons/DLIO_local_changes’s past year of commit activity
    Python 2 Apache-2.0 58 0 5 Updated Apr 14, 2026
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 68 Apache-2.0 31 58 6 Updated Apr 14, 2026
  • mobile_open Public

    MLPerf Mobile benchmarks

    mlcommons/mobile_open’s past year of commit activity
    C++ 15 Apache-2.0 3 0 0 Updated Apr 14, 2026
  • submissions_algorithms Public
    mlcommons/submissions_algorithms’s past year of commit activity
    Python 9 Apache-2.0 10 4 3 Updated Apr 14, 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 123 Apache-2.0 28 507 3 Updated Apr 13, 2026
  • storage Public

    MLPerf® Storage Benchmark Suite

    mlcommons/storage’s past year of commit activity
    Python 177 Apache-2.0 62 59 8 Updated Apr 13, 2026
  • modelplane Public
    mlcommons/modelplane’s past year of commit activity
    Python 2 Apache-2.0 0 10 1 Updated Apr 13, 2026
View all repositories

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