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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 563

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.3k 541

  3. inference_results_v4.1 inference_results_v4.1 Public

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

    Python 3 9

  4. 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 6

  5. modelbench modelbench Public

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

    Python 76 12

  6. policies policies Public

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

    Python 28 55

Repositories

Showing 10 of 103 repositories
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,292 Apache-2.0 541 172 14 Updated Feb 1, 2025
  • mlperf_inference_submissions Public template
    mlcommons/mlperf_inference_submissions’s past year of commit activity
    Shell 0 1 0 2 Updated Feb 1, 2025
  • mlperf_inference_test_submissions_v5.0 Public
    mlcommons/mlperf_inference_test_submissions_v5.0’s past year of commit activity
    HTML 0 4 0 0 Updated Feb 1, 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 1 Apache-2.0 9 48 (1 issue needs help) 0 Updated Feb 1, 2025
  • mlcflow Public

    MLCFlow: Simplifying MLPerf Automations

    mlcommons/mlcflow’s past year of commit activity
    Python 2 Apache-2.0 6 6 (2 issues need help) 0 Updated Jan 31, 2025
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 21 MIT 16 7 (1 issue needs help) 4 Updated Feb 1, 2025
  • mlperf_inference_unofficial_submissions_v5.0 Public

    These are automated test submissions for validating the MLPerf inference workflows

    mlcommons/mlperf_inference_unofficial_submissions_v5.0’s past year of commit activity
    Mermaid 0 2 0 0 Updated Jan 31, 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 76 Apache-2.0 12 206 5 Updated Jan 31, 2025
  • training Public

    Reference implementations of MLPerf™ training benchmarks

    mlcommons/training’s past year of commit activity
    Python 1,641 Apache-2.0 563 16 44 Updated Jan 30, 2025
  • chakra Public

    Repository for MLCommons Chakra schema and tools

    mlcommons/chakra’s past year of commit activity
    Python 81 Apache-2.0 42 28 (3 issues need help) 9 Updated Jan 30, 2025
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