Projects in Awesome Lists by mlcommons
A curated list of projects in awesome lists by mlcommons .
https://github.com/mlcommons/inference
Reference implementations of MLPerf™ inference benchmarks
Last synced: 14 May 2025
https://github.com/mlcommons/ck
Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks
automation best-practices ck cknowledge cm cmind cmx collaboration ctuning education metadata mlops mlperf mlperf-automations mlperf-inference modularity optimization portability reusability workflows
Last synced: 18 Jul 2025
https://github.com/mlcommons/algorithmic-efficiency
MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
Last synced: 03 Apr 2025
https://github.com/mlcommons/gandlf
A generalizable application framework for segmentation, regression, and classification using PyTorch
biomedical-image-processing classification clinical-workflow data-augmentation deep-learning framework machine-learning medical-image-analysis medical-imaging medical-informatics pytorch regression segmentation
Last synced: 15 May 2025
https://github.com/mlcommons/GaNDLF
A generalizable application framework for segmentation, regression, and classification using PyTorch
biomedical-image-processing classification clinical-workflow data-augmentation deep-learning framework machine-learning medical-image-analysis medical-imaging medical-informatics pytorch regression segmentation
Last synced: 08 May 2025
https://github.com/mlcommons/chakra
Repository for MLCommons Chakra schema and tools
Last synced: 06 Mar 2026
https://github.com/mlcommons/training_policies
Issues related to MLPerf™ training policies, including rules and suggested changes
Last synced: 08 May 2025
https://github.com/mlcommons/mlperf_client
MLPerf Client is a benchmark for Windows, Linux and macOS, focusing on client form factors in ML inference scenarios.
benchmarking machine-learning ml
Last synced: 20 Apr 2026
https://github.com/mlcommons/ailuminate
The AILuminate v1.1 benchmark suite is an AI risk assessment benchmark developed with broad involvement from leading AI companies, academia, and civil society.
Last synced: 31 Jan 2026
https://github.com/mlcommons/hpc
Reference implementations of MLPerf™ HPC training benchmarks
Last synced: 19 Oct 2025
https://github.com/mlcommons/chakra-old
Repository for MLCommons Chakra schema and tools
Last synced: 02 Aug 2025
https://github.com/mlcommons/policies
General policies for MLPerf™ including submission rules, coding standards, etc.
Last synced: 07 Jul 2025
https://github.com/mlcommons/inference_results_v2.1
This repository contains the results and code for the MLPerf™ Inference v2.1 benchmark.
Last synced: 17 Sep 2025
https://github.com/mlcommons/training_results_v3.1
This repository contains the results and code for the MLPerf™ Training v3.1 benchmark.
Last synced: 11 Mar 2026
https://github.com/mlcommons/science
MLCommons Science benchmarking working group
Last synced: 27 Feb 2026
https://github.com/mlcommons/inference_results_v3.1
This repository contains the results and code for the MLPerf™ Inference v3.1 benchmark.
Last synced: 30 Jan 2026
https://github.com/mlcommons/inference_results_v4.0
This repository contains the results and code for the MLPerf™ Inference v4.0 benchmark.
Last synced: 29 Jan 2026
https://github.com/mlcommons/hpc_results_v3.0
This repository contains the results and code for the MLPerf™ HPC Training v3.0 benchmark.
Last synced: 23 Jul 2025
https://github.com/mlcommons/inference_results_v5.0
This repository contains the results and code for the MLPerf™ Inference v5.0 benchmark.
benchmark benchmarking machine-learning
Last synced: 04 Sep 2025
https://github.com/mlcommons/hpc_results_v1.0
This repository contains the results and code for the MLPerf™ HPC Training v1.0 benchmark.
Last synced: 07 Jul 2025
https://github.com/mlcommons/r2-infra
MLC Cloudflare R2 Dataset Distribution Infrastructure Management
Last synced: 17 Feb 2026
https://github.com/mlcommons/training_results_v5.0
This repository contains the results and code for the MLPerf™ Training v5.0 benchmark.
Last synced: 10 Jan 2026
https://github.com/mlcommons/mobile_results_v2.1
This repository contains the results and code for the MLPerf™ Mobile Inference v2.1 benchmark.
Last synced: 08 Feb 2026
https://github.com/mlcommons/mobile_results_v3.0
This repository contains the results and code for the MLPerf™ Mobile Inference v3.0 benchmark.
Last synced: 29 Jan 2026
https://github.com/mlcommons/mobile_results_v4.1
This repository contains the results and code for the MLPerf™ Mobile Inference v4.1 benchmark.
Last synced: 22 Feb 2026
https://github.com/mlcommons/tiny_results_v1.2
This repository contains the results and code for the MLPerf™ Tiny Inference v1.2 benchmark.
Last synced: 07 Jul 2025
https://github.com/mlcommons/inference_results_v5.1
This repository contains the results and code for the MLPerf™ Inference v5.1 benchmark.
benchmark benchmarking machine-learning
Last synced: 20 Jan 2026
https://github.com/mlcommons/inference_results_v4.1
This repository contains the results and code for the MLPerf™ Inference v4.1 benchmark.
Last synced: 13 Oct 2025