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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. training training Public

    Reference implementations of MLPerf™ training benchmarks

    Python 1.7k 571

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.4k 554

  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 1

  4. inference_results_v5.0 inference_results_v5.0 Public

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

    HTML 5 6

  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.

    17 7

  6. modelbench modelbench Public

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

    Python 94 24

Repositories

Showing 10 of 109 repositories
  • storage Public

    MLPerf™ Storage Benchmark Suite

    mlcommons/storage’s past year of commit activity
    Python 148 Apache-2.0 43 51 4 Updated Jun 16, 2025
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,397 Apache-2.0 554 210 21 Updated Jun 16, 2025
  • medperf Public

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

    mlcommons/medperf’s past year of commit activity
    Python 158 Apache-2.0 36 52 21 Updated Jun 16, 2025
  • mlcflow Public

    MLCFlow: Simplifying MLPerf Automations

    mlcommons/mlcflow’s past year of commit activity
    Python 5 Apache-2.0 10 12 0 Updated Jun 16, 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 4 Apache-2.0 13 70 (1 issue needs help) 1 Updated Jun 15, 2025
  • mlperf_automotive Public
    mlcommons/mlperf_automotive’s past year of commit activity
    Python 2 Apache-2.0 3 2 0 Updated Jun 15, 2025
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 54 Apache-2.0 28 35 4 Updated Jun 14, 2025
  • modelplane Public
    mlcommons/modelplane’s past year of commit activity
    Python 0 Apache-2.0 0 6 0 Updated Jun 13, 2025
  • algorithmic-efficiency Public

    MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

    mlcommons/algorithmic-efficiency’s past year of commit activity
    Python 383 Apache-2.0 72 29 (4 issues need help) 9 Updated Jun 14, 2025
  • 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 94 Apache-2.0 24 345 2 Updated Jun 13, 2025
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