Aggregated CM and CMX automations for MLOps and MLPerf
This repository is powered by the Collective Mind workflow automation framework.
Two key automations developed using CM are Script and Cache, which streamline machine learning (ML) workflows, including managing Docker runs. Both Script and Cache automations are part of the cmx4mlops repository.
The CM scripts,
also housed in this repository, consist of hundreds of modular Python-wrapped scripts accompanied
by yaml metadata, enabling the creation of robust and flexible ML workflows.
License
Copyright
© 2022-2025 MLCommons. All Rights Reserved.
Grigori Fursin, the cTuning foundation and OctoML donated the CK and CM projects to MLCommons to benefit everyone and encourage collaborative development.
Maintainer(s)
- MLCommons
Author
We sincerely appreciate all contributors for their invaluable feedback and support!
Concepts
Check our ACM REP'23 keynote and the white paper.
Parent project
Visit the parent Collective Knowledge project for further details.
Citing this project
If you found the CM automations helpful, kindly reference this article: [ ArXiv ]
1 maintainer
Metadata
1 maintainer
Release files for cmx4mlops 1.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| cmx4mlops-1.0.1.tar.gz | 1.7 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| cmx4mlops-1.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 4.4 MB
Release files / cmx4mlops-1.0.1.tar.gz
| Download URL | cmx4mlops-1.0.1.tar.gz |
|---|---|
| Size | 1.7 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
0d8fee4d6113adee631a01068ad12a573f721f891787f39cdca368a3c315c85d
|
|
BLAKE2b-256 checksum How to use checksums |
1889ea1e837885045a3733874c6c600ba6b443a648dc93fc9c14536447f1c732
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.0.1 CPython/3.10.11
|
Release files / cmx4mlops-1.0.1-py3-none-any.whl
| Download URL | cmx4mlops-1.0.1-py3-none-any.whl |
|---|---|
| Size | 2.8 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
196838685cb5226070b1f31138b3bbb3626fe1db759b1219906bc57f26ffd7a6
|
|
BLAKE2b-256 checksum How to use checksums |
2aa4cec9a696e70af1c96b9044cde1fa5e53c3996735d0f9c806922c5a596300
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.0.1 CPython/3.10.11
|
