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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 training Public

    Reference implementations of MLPerf™ training benchmarks

    Python 1.6k 571

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.3k 545

  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 4 8

  4. modelbench modelbench Public

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

    Python 83 13

  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.

    8 4

Repositories

Showing 10 of 103 repositories
  • inference_results_v4.1 Public

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

    mlcommons/inference_results_v4.1’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Mar 15, 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 Mar 15, 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 2 Apache-2.0 11 62 (1 issue needs help) 2 Updated Mar 15, 2025
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 21 MIT 17 8 (1 issue needs help) 5 Updated Mar 15, 2025
  • submissions_algorithms Public
    mlcommons/submissions_algorithms’s past year of commit activity
    Python 4 Apache-2.0 2 1 1 Updated Mar 14, 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 83 Apache-2.0 13 232 4 Updated Mar 14, 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
    Python 546 Apache-2.0 56 138 (4 issues need help) 22 Updated Mar 14, 2025
  • chakra Public

    Repository for MLCommons Chakra schema and tools

    mlcommons/chakra’s past year of commit activity
    Python 92 Apache-2.0 49 31 (3 issues need help) 5 Updated Mar 14, 2025
  • inference_results_visualization_template Public template
    mlcommons/inference_results_visualization_template’s past year of commit activity
    JavaScript 0 Apache-2.0 8 1 1 Updated Mar 14, 2025
  • ck Public

    Collective Knowledge (CK), Collective Mind (CM) and Common Metadata eXchange (CMX): 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.

    mlcommons/ck’s past year of commit activity
    Python 620 Apache-2.0 119 9 0 Updated Mar 14, 2025
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