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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. inference_results_v6.0 inference_results_v6.0 Public

    Link to visualizer: https://mlperf-dashboard-final-50577619532.us-west1.run.app/

    Python 1 1

  2. training_results_v5.1 training_results_v5.1 Public

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

    Python 4 5

  3. training training Public

    Reference implementations of MLPerf® training benchmarks

    Python 1.8k 584

  4. inference inference Public

    Reference implementations of MLPerf® inference benchmarks

    Python 1.6k 617

  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.

    76 18

  6. modelbench modelbench Public

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

    Python 123 28

Repositories

Showing 10 of 123 repositories
  • 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 2 Apache-2.0 58 0 1 Updated Apr 7, 2026
  • endpoints Public

    MLCommons Inference Endpoints repository

    mlcommons/endpoints’s past year of commit activity
    Python 8 Apache-2.0 1 48 (1 issue needs help) 13 Updated Apr 7, 2026
  • submissions_algorithms Public
    mlcommons/submissions_algorithms’s past year of commit activity
    Python 9 Apache-2.0 10 4 3 Updated Apr 7, 2026
  • modelplane Public
    mlcommons/modelplane’s past year of commit activity
    Python 2 Apache-2.0 0 10 1 Updated Apr 7, 2026
  • storage Public

    MLPerf® Storage Benchmark Suite

    mlcommons/storage’s past year of commit activity
    Python 176 Apache-2.0 61 52 8 Updated Apr 7, 2026
  • medperf Public

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

    mlcommons/medperf’s past year of commit activity
    Python 164 Apache-2.0 35 53 24 Updated Apr 7, 2026
  • mlperf_inference_test_submissions Public
    mlcommons/mlperf_inference_test_submissions’s past year of commit activity
    Mermaid 1 5 0 0 Updated Apr 7, 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 25 82 (6 issues need help) 6 Updated Apr 7, 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 123 Apache-2.0 28 507 3 Updated Apr 6, 2026
  • training Public

    Reference implementations of MLPerf® training benchmarks

    mlcommons/training’s past year of commit activity
    Python 1,752 Apache-2.0 584 13 4 Updated Apr 6, 2026
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