mlcommons/mlcube

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MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.

Stars: 160
Forks: 31
Open beginner issues: 0
Indexed issues: 36

Dominant language: Python
License: Apache-2.0
Last GitHub push: Nov 26, 2025
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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36 open issues indexed

Proposal: optional audit manifest for reproducible MLCube runs Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

mlcommons/mlcube#367 · 1 comment · Opened May 11, 2026
Add MLCube minified benchmark for FLUX model Open

mlcommons/mlcube#365 · 1 assignee · Opened Sep 8, 2025
Update OmegaConf version Open

bug

mlcommons/mlcube#360 · 1 assignee · Opened Jun 20, 2024
change the name of `--mount` arg Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

mlcommons/mlcube#346 · Opened Nov 27, 2023
Assign CUDA_VISIBLE_DEVICES for Docker when passing GPUs Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

mlcommons/mlcube#344 · Opened Nov 10, 2023
mlcube configure with local docker image Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

mlcommons/mlcube#342 · Opened Aug 18, 2023
Add support for `mlcube --version` CLI command. Open

area/features

mlcommons/mlcube#308 · 1 assignee · Opened Apr 25, 2023
GPUs parameter doesn't seem to be working Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

mlcommons/mlcube#307 · 3 comments · Opened Apr 24, 2023
MLCube needs to run docker images using host user credentials (name and group). Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

mlcommons/mlcube#306 · Opened Apr 21, 2023
Singualrity-compatible MLCube templates and examples Open

mlcommons/mlcube#305 · 1 assignee · Opened Apr 21, 2023
SPython incompatible with windows. MLCube fails at import time Open

mlcommons/mlcube#292 · 1 comment · 1 assignee · Opened Feb 13, 2023
Add Option to Adjust Hyperparams via Env Vars Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

mlcommons/mlcube#270 · 1 comment · Opened Aug 29, 2022
Updated the dynabench doc to gather requirements and pick out a path forward Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mlcommons/mlcube#240 · 1 comment · Opened May 11, 2022
unclear scope for the project - training only, no serving component? Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

mlcommons/mlcube#237 · Opened Apr 28, 2022
mlcube using singularity run --nv Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

mlcommons/mlcube#236 · Opened Apr 27, 2022
Hello World example does not work Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

mlcommons/mlcube#233 · 2 comments · Opened Apr 11, 2022
Data Perf Closed Alpha [April 4th] Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

mlcommons/mlcube#231 · 2 comments · Opened Apr 6, 2022
GA Competition [tentatively Mid July] Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

mlcommons/mlcube#229 · Opened Mar 30, 2022
Speech Containerization of Algorithm Open

mlcommons/mlcube#228 · 4 comments · 1 assignee · Opened Mar 30, 2022
Data Perf Beta [May 4th] Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

mlcommons/mlcube#227 · 2 comments · Opened Mar 30, 2022
Speech Containerization of Benchmark Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mlcommons/mlcube#226 · 1 comment · Opened Mar 30, 2022
Formalize MLCube interface for FL Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mlcommons/mlcube#222 · Opened Jan 14, 2022
documentation for mlcube is broken Open

mlcommons/mlcube#221 · 3 comments · 1 reaction · 4 assignees · Opened Jan 12, 2022
Demonstrate POC with example MLCubes to Singularity Open

mlcommons/mlcube#220 · 1 comment · 1 assignee · Opened Jan 7, 2022
POC GPU Docker -> Singularity For Medical Group Open

mlcommons/mlcube#219 · 3 assignees · Opened Jan 7, 2022
Medical AI: mlcube convert utility (for Docker to Singularity) Open

mlcommons/mlcube#217 · 1 comment · 1 assignee · Opened Dec 10, 2021
Medical AI: BRATS template_2020 to MLCube (Docker) Open

mlcommons/mlcube#216 · 2 comments · 1 assignee · Opened Dec 10, 2021
TorchBench: Noise in scores within Docker Open

mlcommons/mlcube#215 · 1 assignee · Opened Dec 10, 2021
TorchBench: Failing unit tests Open

mlcommons/mlcube#214 · 2 comments · 1 assignee · Opened Dec 10, 2021
Torchbenchmark: cube up BERT_pytorch Open

mlcommons/mlcube#212 · 1 assignee · Opened Oct 22, 2021
Add support for selinux and podman to MLCube 2.0. Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

mlcommons/mlcube#205 · 2 comments · Opened Sep 30, 2021
Passing a file as an output path Open

mlcommons/mlcube#200 · 3 comments · 1 assignee · Opened Sep 14, 2021
Docker runs as root (mnist_openfl example) Open

mlcommons/mlcube#192 · 2 comments · 1 reaction · 1 assignee · Opened Jul 20, 2021
Use mlcommons-bot in for github actions Open

mlcommons/mlcube#153 · 1 comment · 1 assignee · Opened Nov 20, 2020
running hello_world example in windows: docker: Error response from daemon: invalid mode: \mlperf\mlbox_11062020\box_examples\hello_world\workspace/chats Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mlcommons/mlcube#140 · 1 comment · Opened Nov 17, 2020
Running MLBoxes on windows machines. Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mlcommons/mlcube#136 · 7 comments · Opened Nov 10, 2020

mlcommons/mlcube

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