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. inference_results_v6.1 inference_results_v6.1 Public

    Python

  2. training_results_v6.0 training_results_v6.0 Public

    Python 5 4

  3. training training Public

    Reference implementations of MLPerf® training benchmarks

    Python 1.8k 593

  4. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.6k 650

  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.

    83 22

  6. modelbench modelbench Public

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

    Python 133 36

Repositories

Showing 10 of 135 repositories
  • endpoints Public

    MLCommons Inference Endpoints repository

    mlcommons/endpoints's past year of commit activity
    Python 21 Apache-2.0 27 68 (1 issue needs help) 29 Updated Sep 16, 2026
  • 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 133 Apache-2.0 36 557 12 Updated Sep 16, 2026
  • inference Public

    Reference implementations of MLPerf® inference benchmarks

    mlcommons/inference's past year of commit activity
    Python 1,627 Apache-2.0 650 160 49 Updated Sep 16, 2026
  • inference_results_v6.1 Public
    mlcommons/inference_results_v6.1's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Sep 15, 2026
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open's past year of commit activity
    C++ 71 Apache-2.0 31 52 5 Updated Sep 15, 2026
  • mlperf_client Public

    MLPerf Client is a benchmark for Windows, Linux and macOS, focusing on client form factors in ML inference scenarios.

    mlcommons/mlperf_client's past year of commit activity
    C++ 90 Apache-2.0 10 6 1 Updated Sep 15, 2026
  • mlperf-sysinfo Public

    Capture MLPerf system descriptions: one config format, one CLI, per-working-group profiles.

    mlcommons/mlperf-sysinfo's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Sep 14, 2026
  • ck Public

    Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects 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 651 Apache-2.0 123 11 0 Updated Sep 14, 2026
  • endpoints-submission-cli Public
    mlcommons/endpoints-submission-cli's past year of commit activity
    Python 1 Apache-2.0 1 5 1 Updated Sep 11, 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 14 Apache-2.0 32 49 (1 issue needs help) 19 Updated Sep 11, 2026
View all repositories