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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_results_v5.1 training_results_v5.1 Public

    This repository contains the results and code for the MLPerf® Training v5.1 benchmark.

    Python 2 4

  2. training training Public

    Reference implementations of MLPerf® training benchmarks

    Python 1.7k 585

  3. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.5k 611

  4. inference_results_v5.1 inference_results_v5.1 Public

    This repository contains the results and code for the MLPerf® Inference v5.1 benchmark.

    HTML 3 10

  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.

    72 15

  6. modelbench modelbench Public

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

    Python 120 27

Repositories

Showing 10 of 121 repositories
  • training Public

    Reference implementations of MLPerf® training benchmarks

    mlcommons/training’s past year of commit activity
    Python 1,745 Apache-2.0 585 14 5 Updated Mar 5, 2026
  • logging Public

    MLPerf™ logging library

    mlcommons/logging’s past year of commit activity
    Python 38 Apache-2.0 55 41 2 Updated Mar 5, 2026
  • 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 13 Apache-2.0 25 78 (6 issues need help) 4 Updated Mar 4, 2026
  • inference Public

    Reference implementations of MLPerf® inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,537 Apache-2.0 611 238 56 Updated Mar 4, 2026
  • mlperf_automotive Public
    mlcommons/mlperf_automotive’s past year of commit activity
    Python 8 Apache-2.0 8 2 4 Updated Mar 4, 2026
  • policies Public

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

    mlcommons/policies’s past year of commit activity
    Python 31 Apache-2.0 61 36 44 Updated Mar 4, 2026
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 67 Apache-2.0 31 55 4 Updated Mar 4, 2026
  • DLIO_local_changes Public Forked from argonne-lcf/dlio_benchmark

    An I/O benchmark for deep Learning applications

    mlcommons/DLIO_local_changes’s past year of commit activity
    Python 1 Apache-2.0 55 0 0 Updated Mar 4, 2026
  • r2-infra Public

    MLC Cloudflare R2 Dataset Distribution Infrastructure Management

    mlcommons/r2-infra’s past year of commit activity
    HTML 1 Apache-2.0 0 1 0 Updated Mar 4, 2026
  • storage Public

    MLPerf® Storage Benchmark Suite

    mlcommons/storage’s past year of commit activity
    Python 174 Apache-2.0 58 42 10 Updated Mar 3, 2026
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