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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

Pinned

  1. training training Public

    Reference implementations of MLPerf™ training benchmarks

    Python 1.6k 545

  2. inference inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1.1k 495

  3. modelbench modelbench Public

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

    Python 38 6

  4. policies policies Public

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

    Python 25 54

  5. training_results_v3.1 training_results_v3.1 Public

    This repository contains the results and code for the MLPerf™ Training v3.1 benchmark.

    Python 16 9

  6. inference_results_v4.0 inference_results_v4.0 Public

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

    8 11

Repositories

Showing 10 of 83 repositories
  • GaNDLF Public

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

    Python 148 Apache-2.0 76 19 (1 issue needs help) 8 Updated Jun 11, 2024
  • storage Public

    MLPerf™ Storage Benchmark Suite

    Shell 59 Apache-2.0 18 20 2 Updated Jun 11, 2024
  • mobile_app_open Public

    Mobile App Open

    C++ 38 Apache-2.0 19 29 2 Updated Jun 11, 2024
  • chakra Public

    Repository for MLCommons Chakra schema and tools

    Python 39 Apache-2.0 15 8 (3 issues need help) 12 Updated Jun 11, 2024
  • modelbench Public

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

    Python 38 Apache-2.0 6 67 3 Updated Jun 11, 2024
  • modelgauge Public

    Make it easy to automatically and uniformly measure the behavior of many AI Systems.

    Python 21 Apache-2.0 3 47 1 Updated Jun 10, 2024
  • ck Public

    Collective Mind (CM) is a small, modular, cross-platform and decentralized workflow automation framework with a human-friendly interface and reusable automation recipes to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data, software and hardware

    Python 583 Apache-2.0 108 63 (4 issues need help) 0 Updated Jun 10, 2024
  • inference Public

    Reference implementations of MLPerf™ inference benchmarks

    Python 1,115 Apache-2.0 495 115 20 Updated Jun 10, 2024
  • medperf Public

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

    Python 134 Apache-2.0 26 52 (1 issue needs help) 14 Updated Jun 10, 2024
  • tiny Public

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

    C 319 Apache-2.0 80 12 5 Updated Jun 10, 2024
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