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 568

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.4k 547

  3. training_results_v4.1 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 inference_results_v5.0 Public

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

    HTML 2 4

  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.

    15 6

  6. modelbench modelbench Public

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

    Python 91 21

Repositories

Showing 10 of 106 repositories
  • GaNDLF Public

    A generalizable application framework for segmentation, regression, and classification using PyTorch

    mlcommons/GaNDLF’s past year of commit activity
    Python 176 Apache-2.0 86 13 1 Updated May 8, 2025
  • mlperf_automotive Public Forked from mlcommons/inference

    test

    mlcommons/mlperf_automotive’s past year of commit activity
    Python 0 Apache-2.0 548 3 0 Updated May 8, 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 91 Apache-2.0 21 311 5 Updated May 8, 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 595 Apache-2.0 65 148 (4 issues need help) 25 Updated May 8, 2025
  • mlperf_inference_test_submissions_v5.0 Public
    mlcommons/mlperf_inference_test_submissions_v5.0’s past year of commit activity
    Mermaid 0 4 0 0 Updated May 8, 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 3 Apache-2.0 12 63 (1 issue needs help) 1 Updated May 8, 2025
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,370 Apache-2.0 547 208 26 Updated May 7, 2025
  • training_results_v0.5 Public

    This repository contains the results and code for the MLPerf™ Training v0.5 benchmark.

    mlcommons/training_results_v0.5’s past year of commit activity
    Python 35 Apache-2.0 52 6 6 Updated May 7, 2025
  • ck Public

    Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks

    mlcommons/ck’s past year of commit activity
    Python 626 Apache-2.0 118 9 0 Updated May 7, 2025
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 54 Apache-2.0 26 31 1 Updated May 7, 2025
View all repositories

Top languages

Loading…

Most used topics

Loading…