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@mlcommons

MLCommons

Better ML for everyone

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 541

  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 75 12

  6. policies policies Public

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

    Python 28 55

Repositories

Showing 10 of 103 repositories
  • mlcommons/mlperf_inference_test_submissions_v5.0’s past year of commit activity
    HTML 0 4 0 0 Updated Feb 5, 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 351 Apache-2.0 68 30 (5 issues need help) 11 Updated Feb 5, 2025
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    mlcommons/inference’s past year of commit activity
    Python 1,296 Apache-2.0 541 173 13 Updated Feb 5, 2025
  • mlcflow Public

    MLCFlow: Simplifying MLPerf Automations

    mlcommons/mlcflow’s past year of commit activity
    Python 3 Apache-2.0 9 8 (2 issues need help) 1 Updated Feb 5, 2025
  • mlperf-automations Public

    This repository contains automation scripts designed to run MLPerf Inference benchmarks. Originally developed for the Collective Mind (CM) automation framework, these scripts have been adapted to leverage the MLC automation framework, maintained by the MLCommons Benchmark Infrastructure Working Group.

    mlcommons/mlperf-automations’s past year of commit activity
    Python 1 Apache-2.0 8 52 (1 issue needs help) 1 Updated Feb 5, 2025
  • dynabench Public
    mlcommons/dynabench’s past year of commit activity
    Python 21 MIT 16 8 (1 issue needs help) 5 Updated Feb 5, 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 75 Apache-2.0 12 209 5 Updated Feb 4, 2025
  • inference_policies Public

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

    mlcommons/inference_policies’s past year of commit activity
    58 Apache-2.0 53 18 4 Updated Feb 4, 2025
  • GaNDLF-Synth Public

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

    mlcommons/GaNDLF-Synth’s past year of commit activity
    Python 4 Apache-2.0 2 7 0 Updated Feb 4, 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 2 0 0 Updated Feb 4, 2025