Repositories list

• mlperf-automations

  Public

  mlcommons/mlperf-automations’s past year of commit activity
  This repository contains automation scripts designed to run MLPerf Inference benchmarks. Originally developed for the Collective Mind (CM) automation framework,…

  automationmlperfmlperf-inference+ 2mlcflowmlperf-automations

  Python

  •

  Apache License 2.0

  •25•13•78•4•Updated Feb 26, 2026Feb 26, 2026

• modelbench

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

  Python

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  Apache License 2.0

  •27•120•506•4•Updated Feb 26, 2026Feb 26, 2026

• logging

  Public

  mlcommons/logging’s past year of commit activity
  MLPerf™ logging library

  Python

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  Apache License 2.0

  •55•38•41•3•Updated Feb 26, 2026Feb 26, 2026

• mlperf_automotive

  Public

  mlcommons/mlperf_automotive’s past year of commit activity
  Python

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  Apache License 2.0

  •8•8•2•2•Updated Feb 26, 2026Feb 26, 2026

• mlperf_inference_test_submissions

  Public
  Mermaid

  •5•0•0•0•Updated Feb 26, 2026Feb 26, 2026

• inference

  Public

  mlcommons/inference’s past year of commit activity
  Reference implementations of MLPerf® inference benchmarks

  benchmarkmachine-learning

  Python

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  Apache License 2.0

  •613•1.5k•238•57•Updated Feb 26, 2026Feb 26, 2026

• cla-bot

  Public

  mlcommons/cla-bot’s past year of commit activity
  TypeScript

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  Apache License 2.0

  •2•0•0•0•Updated Feb 25, 2026Feb 25, 2026

• mobile_app_open

  Public

  mlcommons/mobile_app_open’s past year of commit activity
  Mobile App Open

  C++

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  Apache License 2.0

  •31•67•56•3•Updated Feb 25, 2026Feb 25, 2026

• inference_results_visualization_template

  Public template

  mlcommons/inference_results_visualization_template’s past year of commit activity
  JavaScript

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  Apache License 2.0

  •8•0•1•0•Updated Feb 24, 2026Feb 24, 2026

• BioCroissant

  Public
  Apache License 2.0

  •1•5•0•0•Updated Feb 23, 2026Feb 23, 2026

• r2-infra

  Public

  mlcommons/r2-infra’s past year of commit activity
  MLC Cloudflare R2 Dataset Distribution Infrastructure Management

  HTML

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  Apache License 2.0

  •0•1•1•0•Updated Feb 21, 2026Feb 21, 2026

• storage

  Public

  mlcommons/storage’s past year of commit activity
  MLPerf® Storage Benchmark Suite

  benchmarkmachine-learningperformance+ 1storage

  Python

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  Apache License 2.0

  •58•173•40•13•Updated Feb 20, 2026Feb 20, 2026

• training

  Public
  Reference implementations of MLPerf® training benchmarks

  benchmarkmachine-learning

  Python

  •

  Apache License 2.0

  •586•1.7k•14•5•Updated Feb 20, 2026Feb 20, 2026

• datasets-contrib

  Public

  mlcommons/datasets-contrib’s past year of commit activity
  🌱 Community-driven dataset projects for inclusive, safe, and open AI engineering.

  pythonai-safetysynthetic-data+ 5multilingual-nlpmlcommonsmultimodal-aidataset-engineeringopen-source-mentorship

  0•0•0•0•Updated Feb 19, 2026Feb 19, 2026

• modelplane

  Public
  Python

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  Apache License 2.0

  •0•1•12•1•Updated Feb 19, 2026Feb 19, 2026

• mlperf_inference_submissions

  Public template
  Shell

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  Apache License 2.0

  •7•0•0•0•Updated Feb 16, 2026Feb 16, 2026

• inference_results_v5.0

  Public

  mlcommons/inference_results_v5.0’s past year of commit activity
  This repository contains the results and code for the MLPerf® Inference v5.0 benchmark.

  benchmarkingbenchmarkmachine-learning

  HTML

  •13•11•4•3•Updated Feb 12, 2026Feb 12, 2026

• algorithmic-efficiency

  Public
  MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algo…

  Python

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  Apache License 2.0

  •77•413•26•5•Updated Feb 11, 2026Feb 11, 2026

• dynabench

  Public

  mlcommons/dynabench’s past year of commit activity
  Python

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  MIT License

  •19•28•8•6•Updated Feb 11, 2026Feb 11, 2026

• policies

  Public
  General policies for MLPerf® benchmarks including submission rules, coding standards, etc.

  Python

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  Apache License 2.0

  •60•31•36•42•Updated Feb 6, 2026Feb 6, 2026

• ck

  Public
  Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and …

  metadataeducationbenchmarking+ 17automationoptimizationbest-practicescollaborationcmmodularityworkflows+ 10

  Python

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  Apache License 2.0

  •123•642•10•1•Updated Feb 5, 2026Feb 5, 2026

• croissant

  Public
  Croissant is a high-level format for machine learning datasets that brings together four rich layers.

  machine-learningschema-orgjson-ld+ 1datasets

  Jupyter Notebook

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  Apache License 2.0

  •100•796•172•38•Updated Feb 5, 2026Feb 5, 2026

• training_policies

  Public

  mlcommons/training_policies’s past year of commit activity
  Issues related to MLPerf™ training policies, including rules and suggested changes

  Python

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  Apache License 2.0

  •71•95•1•4•Updated Feb 4, 2026Feb 4, 2026

• inference_policies

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

  Apache License 2.0

  •56•63•19•4•Updated Feb 4, 2026Feb 4, 2026

• modellogger

  Public
  Python

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  Apache License 2.0

  •0•0•0•0•Updated Feb 4, 2026Feb 4, 2026

• mlcflow

  Public
  MLCFlow: Simplifying MLPerf Automations

  automation-frameworkmlperfmlcflow+ 1mlperf-automations

  Python

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  Apache License 2.0

  •14•11•4•1•Updated Feb 1, 2026Feb 1, 2026

• mobile_open

  Public
  MLPerf Mobile benchmarks

  C++

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  Apache License 2.0

  •3•15•6•0•Updated Jan 27, 2026Jan 27, 2026

• mlperf_inference_unofficial_submissions

  Public
  These are automated test submissions for validating the MLPerf inference workflows

  mlperfmlperf-inferencemlperf-inference-results

  Mermaid

  •2•0•0•0•Updated Jan 23, 2026Jan 23, 2026

• inference_results_v5.1

  Public

  mlcommons/inference_results_v5.1’s past year of commit activity
  This repository contains the results and code for the MLPerf® Inference v5.1 benchmark.

  benchmarkingbenchmarkmachine-learning

  HTML

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  Apache License 2.0

  •10•2•0•0•Updated Jan 16, 2026Jan 16, 2026

• training_results_v5.1

  Public
  This repository contains the results and code for the MLPerf® Training v5.1 benchmark.

  Python

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  Apache License 2.0

  •4•2•1•0•Updated Jan 13, 2026Jan 13, 2026