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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 562

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.3k 538

  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 73 12

  6. policies policies Public

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

    Python 28 55

Repositories

Showing 10 of 103 repositories
  • mlperf-automations Public
    mlcommons/mlperf-automations’s past year of commit activity
    Python 1 Apache-2.0 5 46 (1 issue needs help) 1 Updated Jan 18, 2025
  • mlcflow Public

    MLCFlow: Simplifying MLPerf Automations

    mlcommons/mlcflow’s past year of commit activity
    Python 2 Apache-2.0 4 5 2 Updated Jan 18, 2025
  • inference_results_v4.0 Public

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

    mlcommons/inference_results_v4.0’s past year of commit activity
    10 Apache-2.0 17 5 5 Updated Jan 18, 2025
  • 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 350 Apache-2.0 69 29 (5 issues need help) 12 Updated Jan 18, 2025
  • mlperf_inference_test_submissions_v5.0 Public
    mlcommons/mlperf_inference_test_submissions_v5.0’s past year of commit activity
    HTML 0 3 0 0 Updated Jan 18, 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 73 Apache-2.0 12 193 4 Updated Jan 18, 2025
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 21 MIT 16 7 (1 issue needs help) 5 Updated Jan 17, 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 1 0 0 Updated Jan 17, 2025
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,278 Apache-2.0 538 170 14 Updated Jan 17, 2025
  • mobile_app_open Public

    Mobile App Open

    mlcommons/mobile_app_open’s past year of commit activity
    C++ 51 Apache-2.0 24 29 2 Updated Jan 16, 2025
View all repositories