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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 563

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.3k 540

  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 5

  5. modelbench modelbench Public

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

    Python 69 12

  6. policies policies Public

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

    Python 28 54

Repositories

Showing 10 of 102 repositories
  • mlperf-automations Public
    mlcommons/mlperf-automations’s past year of commit activity
    Python 1 Apache-2.0 4 49 (1 issue needs help) 1 Updated Dec 27, 2024
  • mlperf_inference_test_submissions_v5.0 Public
    mlcommons/mlperf_inference_test_submissions_v5.0’s past year of commit activity
    Mermaid 0 1 0 0 Updated Dec 27, 2024
  • 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 1 0 0 Updated Dec 25, 2024
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,264 Apache-2.0 540 161 16 Updated Dec 25, 2024
  • tiny Public

    MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers

    mlcommons/tiny’s past year of commit activity
    C 364 Apache-2.0 91 13 5 Updated Dec 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 69 Apache-2.0 12 174 7 Updated Dec 23, 2024
  • medperf Public

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

    mlcommons/medperf’s past year of commit activity
    Python 148 Apache-2.0 32 52 (1 issue needs help) 23 Updated Dec 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 340 Apache-2.0 71 30 (6 issues need help) 11 Updated Dec 21, 2024
  • ailuminate Public
    mlcommons/ailuminate’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Dec 21, 2024
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 21 MIT 16 7 (1 issue needs help) 4 Updated Dec 20, 2024
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