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    157 repositories

    • mlcommons-ck

      Public
      Collective Knowledge (CK) and Common Metadata eXchange (CMX): community-driven projects to learn how to run AI, ML and other emerging workloads in a more effici…
      Python
      •
      Apache License 2.0
      •123•2•0•0•Updated Sep 13, 2025Sep 13, 2025

    • cm4mlperf-results

      Public
      CM interface and automation recipes to analyze MLPerf Inference, Tiny and Training results. The goal is to make it easier for the community to visualize, compar…
      Python
      •
      Apache License 2.0
      •3•0•0•0•Updated Apr 9, 2025Apr 9, 2025

    • artifact-evaluation

      Public
      Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:
      reproducible-researchconferencesjournals
      reproducible-researchconferencesjournalscollaborative-researchartifact-evaluationartifact-sharingpublic-reviewingartifact-evaluation-committeeartifact-appendixreproducibility-checklist
      JavaScript
      •
      Other
      •20•63•0•0•Updated Mar 21, 2025Mar 21, 2025

    • cm4mlops

      Public
      A collection of portable, reusable and cross-platform automation recipes (CM scripts) to make it easier to build and benchmark AI systems across diverse models,…
      Python
      •
      Apache License 2.0
      •21•1•0•0•Updated Mar 13, 2025Mar 13, 2025

    • mlcflow

      Public
      MLCFlow: Simplifying MLPerf Automations
      Python
      •
      Apache License 2.0
      •14•0•0•0•Updated Feb 11, 2025Feb 11, 2025

    • test_mlperf_inference_submissions

      Public
      Mermaid
      •
      Apache License 2.0
      •0•0•0•0•Updated Feb 5, 2025Feb 5, 2025

    • cm4research

      Public
      CM interface and automation recipes to access, manage, prepare, run and reproduce research projects from AI, ML and Systems conferences
      automationcollaborationreproducibility
      automationcollaborationreproducibilityportabilityreusabilityartifact-evaluationcollective-mind
      HTML
      •
      MIT License
      •6•6•0•0•Updated Feb 4, 2025Feb 4, 2025

    • mlperf-loadgen

      Public
      Minimal copy of the MLPerf loadgen
      C++
      •
      Apache License 2.0
      •0•0•0•0•Updated Feb 4, 2025Feb 4, 2025

    • mlperf-automations

      Public
      Python
      •
      Apache License 2.0
      •24•0•0•0•Updated Jan 15, 2025Jan 15, 2025

    • q2a-mlperf-visualizer

      Public
      MLPerf explorer beta
      visualizationmlperfmlperf-inference
      visualizationmlperfmlperf-inferencemlperf-inference-results
      PHP
      •
      Other
      •0•0•0•0•Updated Jan 14, 2025Jan 14, 2025

    • MLPerf-Power-HPCA-2025

      Public
      Python
      •1•0•0•0•Updated Dec 13, 2024Dec 13, 2024

    • mlcommons-inference-20241204

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      •
      Apache License 2.0
      •619•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • mlperf-automations-20241204

      Public
      This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)
      Python
      •
      Apache License 2.0
      •21•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • go-mlperf-automations-20241204

      Public
      This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)
      Python
      •
      Apache License 2.0
      •21•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • cm4mlops-20241204

      Public
      A collection of portable, reusable and cross-platform automation recipes (CM scripts) to make it easier to build and benchmark AI systems across diverse models,…
      Python
      •
      Apache License 2.0
      •21•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • go-cm4mlops-20241204

      Public
      A collection of reusable and cross-platform automation recipes (CM scripts) with a human-friendly interface and minimal dependencies to make it easier to build,…
      Python
      •
      Apache License 2.0
      •21•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • mlperf_inference_test_submissions_v5.0_20241204

      Public
      Mermaid
      •5•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • go-mlperf_inference_unofficial_submissions_v5.0-20241204

      Public
      These are automated test submissions for validating the MLPerf inference workflows
      Mermaid
      •2•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • mlcommons-ck-20241204

      Public
      Collective Knowledge (CK) and Collective Mind (CM): educational community projects to learn how to run AI, ML and other emerging workloads in a more efficient a…
      Python
      •
      Apache License 2.0
      •123•0•0•0•Updated Dec 3, 2024Dec 3, 2024

    • mlcommons-cm4abtf-20241205

      Public
      CM interface and automation recipes for ABTF
      Python
      •
      Apache License 2.0
      •4•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • cm4abtf-20241204

      Public
      CM interface and automation recipes for ABTF
      Python
      •
      Apache License 2.0
      •4•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • go-cm4mlperf-inference-20241204

      Public
      Mermaid
      •
      Apache License 2.0
      •35•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • go-inference_results_visualization_template-20241204

      Public template
      JavaScript
      •
      Apache License 2.0
      •8•0•0•0•Updated Nov 27, 2024Nov 27, 2024

    • go-cm-20241204

      Public
      Collective Mind
      Python
      •
      Apache License 2.0
      •123•0•0•0•Updated Nov 25, 2024Nov 25, 2024

    • cm4mlperf-inference-20241204

      Public
      Apache License 2.0
      •35•0•0•0•Updated Nov 21, 2024Nov 21, 2024

    • inference_results_visualization_template-20241206

      Public template
      JavaScript
      •
      Apache License 2.0
      •8•0•0•0•Updated Oct 1, 2024Oct 1, 2024

    • inference_results_v4.0

      Public
      This repository contains the results and code for the MLPerf™ Inference v4.0 benchmark.
      C++
      •
      Apache License 2.0
      •18•0•0•0•Updated Jul 15, 2024Jul 15, 2024

    • ck-quantum

      Public
      Miscellaneous resources for Quantum Collective Knowledge
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•32•3•0•Updated Jun 6, 2024Jun 6, 2024

    • ck_mlperf_results

      Public
      Outdated
      Python
      •
      Apache License 2.0
      •3•1•0•0•Updated Mar 30, 2024Mar 30, 2024

    • inference_results_v3.1

      Public
      This repository contains the results and code for the MLPerf™ Inference v3.1 benchmark.
      Apache License 2.0
      •13•0•0•0•Updated Mar 14, 2024Mar 14, 2024
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