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 1.6k 553

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.2k 521

  3. training_results_v4.0 training_results_v4.0 Public

    This repository contains the results and code for the MLPerf™ Training v4.0 benchmark.

    Python 10 12

  4. inference_results_v4.1 inference_results_v4.1 Public

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

    Python 2 5

  5. modelbench modelbench Public

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

    Python 53 8

  6. policies policies Public

    General policies for MLPerf™ including submission rules, coding standards, etc.

    Python 27 54

Repositories

Showing 10 of 91 repositories
  • policies Public

    General policies for MLPerf™ including submission rules, coding standards, etc.

    mlcommons/policies’s past year of commit activity
    Python 27 Apache-2.0 54 35 40 Updated Sep 27, 2024
  • cm4mlops Public

    A collection of portable, reusable and cross-platform automation recipes (CM scripts) with a human-friendly interface and minimal dependencies to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data sets, software and hardware (cloud/edge)

    mlcommons/cm4mlops’s past year of commit activity
    Python 9 Apache-2.0 12 63 (1 issue needs help) 0 Updated Sep 27, 2024
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,195 Apache-2.0 521 155 27 Updated Sep 27, 2024
  • ck Public

    Collective Mind (CM) is a small, modular, cross-platform and decentralized workflow automation framework with a human-friendly interface and reusable automation recipes to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data, software and hardware

    mlcommons/ck’s past year of commit activity
    Python 600 Apache-2.0 111 34 (2 issues need help) 0 Updated Sep 27, 2024
  • 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
    Python 413 Apache-2.0 39 110 (4 issues need help) 18 Updated Sep 27, 2024
  • 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 53 Apache-2.0 8 140 7 Updated Sep 27, 2024
  • logging Public

    MLPerf™ logging library

    mlcommons/logging’s past year of commit activity
    Python 30 Apache-2.0 45 41 1 Updated Sep 26, 2024
  • training_policies Public

    Issues related to MLPerf™ training policies, including rules and suggested changes

    mlcommons/training_policies’s past year of commit activity
    Python 92 Apache-2.0 66 109 4 Updated Sep 26, 2024
  • inference_results_visualization_template Public template
    mlcommons/inference_results_visualization_template’s past year of commit activity
    JavaScript 0 Apache-2.0 3 1 1 Updated Sep 26, 2024
  • storage_results_v1.0 Public

    This repository contains the results and code for the MLPerf™ Storage v1.0 benchmark.

    mlcommons/storage_results_v1.0’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Sep 25, 2024
View all repositories