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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 556

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.2k 533

  3. training_results_v4.0 training_results_v4.0 Public

    This repository contains the results and code for the MLPerf™ Training v4.0 benchmark.

    Python 12 14

  4. inference_results_v4.1 inference_results_v4.1 Public

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

    Python 2 7

  5. modelbench modelbench Public

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

    Python 60 9

  6. policies policies Public

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

    Python 27 54

Repositories

Showing 10 of 92 repositories
  • template Public template
    mlcommons/template’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Nov 1, 2024
  • cm4mlops Public

    A collection of portable, reusable and cross-platform automation recipes (CM scripts) to make it easier to build and benchmark AI systems across diverse models, data sets, software and hardware

    mlcommons/cm4mlops’s past year of commit activity
    Python 10 Apache-2.0 18 75 (1 issue needs help) 1 Updated Nov 1, 2024
  • logging Public

    MLPerf™ logging library

    mlcommons/logging’s past year of commit activity
    Python 30 Apache-2.0 46 40 1 Updated Nov 1, 2024
  • 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 60 Apache-2.0 9 229 9 Updated Nov 1, 2024
  • GaNDLF Public

    A generalizable application framework for segmentation, regression, and classification using PyTorch

    mlcommons/GaNDLF’s past year of commit activity
    Python 162 Apache-2.0 79 17 (1 issue needs help) 2 Updated Nov 1, 2024
  • GaNDLF-Synth Public

    Extension for GaNDLF [gandlf.org] to enable synthesis.

    mlcommons/GaNDLF-Synth’s past year of commit activity
    Python 3 Apache-2.0 1 0 0 Updated Nov 1, 2024
  • ck Public

    Collective Knowledge (CK) is an educational community project to learn how to run AI, ML and other emerging workloads in the most efficient and cost-effective way across diverse models, data sets, software and hardware using MLCommons CM (Collective Mind workflow automation framework)

    mlcommons/ck’s past year of commit activity
    Python 607 Apache-2.0 114 15 0 Updated Nov 1, 2024
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 46 Apache-2.0 22 30 6 Updated Nov 1, 2024
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,225 Apache-2.0 533 161 16 Updated Oct 31, 2024
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 19 MIT 16 7 (1 issue needs help) 4 Updated Oct 31, 2024
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