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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

  • MLCommons policies
  • Public repositories license: Apache 2.0
  • Code of Conduct
  • Code of Conduct FAQ

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  1. inference_results_v6.1 inference_results_v6.1 Public

    Python 3 2

  2. training_results_v6.0 training_results_v6.0 Public

    Python 5 5

  3. training training Public

    Reference implementations of MLPerf® training benchmarks

    Python 1.8k 597

  4. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.7k 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.

    85 22

  6. modelbench modelbench Public

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

    Python 139 41

Repositories

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Showing 10 of 140 repositories
  • 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 18 Apache-2.0 34 38 (1 issue needs help) 10 Updated Nov 12, 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++ 96 Apache-2.0 14 6 2 Updated Nov 11, 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 649 Apache-2.0 123 11 0 Updated Nov 11, 2026
  • chakra Public

    Repository for MLCommons Chakra schema and tools

    mlcommons/chakra's past year of commit activity
    Python 208 Apache-2.0 89 69 (4 issues need help) 5 Updated Nov 11, 2026
  • endpoints Public

    MLCommons Inference Endpoints repository

    mlcommons/endpoints's past year of commit activity
    Python 27 Apache-2.0 37 79 (1 issue needs help) 35 Updated Nov 10, 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 139 Apache-2.0 41 577 15 Updated Nov 10, 2026
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open's past year of commit activity
    C++ 72 Apache-2.0 32 57 5 Updated Nov 10, 2026
  • mobile_open Public

    MLPerf Mobile benchmarks

    mlcommons/mobile_open's past year of commit activity
    C++ 16 Apache-2.0 3 1 2 Updated Nov 10, 2026
  • medperf Public

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

    mlcommons/medperf's past year of commit activity
    Python 172 Apache-2.0 37 16 11 Updated Nov 9, 2026
  • endpoints-submission-cli Public
    mlcommons/endpoints-submission-cli's past year of commit activity
    Python 1 Apache-2.0 5 33 20 Updated Nov 9, 2026
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People

@pdurbin @kulnor @rgerganov @mkly @AlexDenisov @maxackerman @hrchu @msaroufim @pbiecek @backpropper @Naeemkh @BrainBuzzer @xzyaoi @ashahba @B13rg @Michael137 @rapsealk @tareqmahmood @deepakpandita57 @wvaske
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Top languages

Python C++ C Jupyter Notebook Shell

Most used topics

machine-learning benchmark automation mlperf benchmarking
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