Skip to content
@mlcommons

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

Pinned Loading

  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 2 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 25

Repositories

Showing 10 of 109 repositories
  • 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 24, 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 25 345 4 Updated Jun 24, 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 385 Apache-2.0 72 29 (4 issues need help) 9 Updated Jun 24, 2025
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,401 Apache-2.0 554 211 19 Updated Jun 23, 2025
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 22 MIT 17 9 4 Updated Jun 24, 2025
  • r2-downloader Public

    Cloudflare Access + R2 Object Storage Dataset Download Script

    mlcommons/r2-downloader’s past year of commit activity
    Shell 0 Apache-2.0 0 0 0 Updated Jun 23, 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 72 (1 issue needs help) 1 Updated Jun 23, 2025
  • modelplane Public
    mlcommons/modelplane’s past year of commit activity
    Python 0 Apache-2.0 0 7 0 Updated Jun 23, 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 414 Apache-2.0 100 14 7 Updated Jun 23, 2025
  • mlperf_automotive Public
    mlcommons/mlperf_automotive’s past year of commit activity
    Python 2 Apache-2.0 3 1 0 Updated Jun 23, 2025
View all repositories