Skip to content
@mlcommons

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

Pinned Loading

  1. training Public

    Reference implementations of MLPerf™ training benchmarks

    Python 1.7k 568

  2. inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.4k 545

  3. training_results_v4.1 Public

    This repository contains the results and code for the MLPerf™ Training v4.1 benchmark.

    Python 5 9

  4. inference_results_v5.0 Public

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

    HTML 2 3

  5. 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.

    14 5

  6. modelbench Public

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

    Python 88 21

Repositories

Showing 10 of 106 repositories
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1,359 Apache-2.0 545 207 24 Updated Apr 24, 2025
  • Mermaid 0 4 0 0 Updated Apr 24, 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.

    Python 3 Apache-2.0 11 63 (2 issues need help) 1 Updated Apr 24, 2025
  • mlperf_automotive Public Forked from mlcommons/inference

    test

    Python 0 Apache-2.0 546 4 0 Updated Apr 23, 2025
  • modelbench Public

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

    Python 88 Apache-2.0 21 299 2 Updated Apr 23, 2025
  • medperf Public

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

    Python 157 Apache-2.0 35 52 23 Updated Apr 23, 2025
  • dynabench Public
    Python 21 MIT 17 8 (1 issue needs help) 4 Updated Apr 22, 2025
  • inference_results_v5.0 Public

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

    HTML 2 3 0 0 Updated Apr 22, 2025
  • mobile_app_open Public

    Mobile App Open

    C++ 54 Apache-2.0 26 31 1 Updated Apr 22, 2025
  • croissant Public

    Croissant is a high-level format for machine learning datasets that brings together four rich layers.

    Jupyter Notebook 580 Apache-2.0 65 146 (4 issues need help) 27 Updated Apr 22, 2025