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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 561

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.2k 536

  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 2 8

  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 2 2

  5. modelbench modelbench Public

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

    Python 62 11

  6. policies policies Public

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

    Python 28 54

Repositories

Showing 10 of 94 repositories
  • 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 14 Apache-2.0 20 58 (1 issue needs help) 2 Updated Nov 24, 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 Nov 24, 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 62 Apache-2.0 11 146 2 Updated Nov 23, 2024
  • ck Public

    Collective Knowledge (CK, CM, CM4MLOps and CMX) is an educational 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.

    mlcommons/ck’s past year of commit activity
    Python 610 Apache-2.0 114 10 0 Updated Nov 23, 2024
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,238 Apache-2.0 536 165 16 Updated Nov 22, 2024
  • logging Public

    MLPerf™ logging library

    mlcommons/logging’s past year of commit activity
    Python 30 Apache-2.0 46 40 2 Updated Nov 22, 2024
  • 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 452 Apache-2.0 41 115 (4 issues need help) 17 Updated Nov 22, 2024
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 47 Apache-2.0 23 29 3 Updated Nov 22, 2024
  • algorithmic-efficiency Public

    MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

    mlcommons/algorithmic-efficiency’s past year of commit activity
    Python 335 Apache-2.0 69 33 (7 issues need help) 6 Updated Nov 22, 2024
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 19 MIT 16 7 (1 issue needs help) 5 Updated Nov 22, 2024
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