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@mlcommons

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 554

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.2k 519

  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 9 9

  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 3

  5. modelbench modelbench Public

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

    Python 51 8

  6. policies policies Public

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

    Python 27 54

Repositories

Showing 10 of 89 repositories
  • logging Public

    MLPerf™ logging library

    mlcommons/logging’s past year of commit activity
    Python 30 Apache-2.0 45 41 2 Updated Sep 19, 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 51 Apache-2.0 8 93 2 Updated Sep 19, 2024
  • cm4mlops Public

    A collection of portable, reusable and cross-platform automation recipes (CM scripts) with a human-friendly interface and minimal dependencies to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data sets, software and hardware (cloud/edge)

    mlcommons/cm4mlops’s past year of commit activity
    Python 9 Apache-2.0 12 56 (1 issue needs help) 1 Updated Sep 19, 2024
  • training_policies Public

    Issues related to MLPerf™ training policies, including rules and suggested changes

    mlcommons/training_policies’s past year of commit activity
    Python 92 Apache-2.0 65 108 4 Updated Sep 19, 2024
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 18 MIT 16 7 (1 issue needs help) 5 Updated Sep 20, 2024
  • hn7st6jxx77dbthjf9co Public
    mlcommons/hn7st6jxx77dbthjf9co’s past year of commit activity
    Python 0 Apache-2.0 2 2 1 Updated Sep 19, 2024
  • cm4abtf Public

    CM interface and automation recipes for ABTF

    mlcommons/cm4abtf’s past year of commit activity
    Python 2 Apache-2.0 3 2 1 Updated Sep 18, 2024
  • GaNDLF Public

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

    mlcommons/GaNDLF’s past year of commit activity
    Python 156 Apache-2.0 78 20 (1 issue needs help) 6 Updated Sep 18, 2024
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 43 Apache-2.0 21 29 3 Updated Sep 17, 2024
  • policies Public

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

    mlcommons/policies’s past year of commit activity
    Python 27 Apache-2.0 54 35 42 Updated Sep 17, 2024
View all repositories