modeldb
Open Source ML Model Versioning, Metadata, and Experiment Management (by VertaAI)
ormb
Docker for Your ML/DL Models Based on OCI Artifacts (by kleveross)
| modeldb | ormb | |
|---|---|---|
| 2 | 5 | |
| 1,675 | 447 | |
| 0.3% | 1.1% | |
| 9.4 | 4.4 | |
| 1 day ago | 4 months ago | |
| Java | Go | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
modeldb
Posts with mentions or reviews of modeldb.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-12.
ormb
Posts with mentions or reviews of ormb.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-08.
-
[P] Docker alternative for AI/ML
I tried to store models in the image registry with https://github.com/kleveross/ormb . I think there should be an incremental update mechanism if your model is huge (e.g. RecSys). There is no silver bullet.
- ormb: Docker for Your ML/DL Models Based on OCI Artifacts
- Show HN: Docker for Machine Learning Models
-
[P] ormb: Docker for Your Models, Help You Manage Models Better
github.com/kleveross/ormb
- Ormb: Docker for Your ML/DL Models Based on OCI Artifacts
What are some alternatives?
When comparing modeldb and ormb you can also consider the following projects:
deckschrubber - Deckschrubber inspects images of a Docker Registry and removes those older than a given age. :high_brightness::ship:
manifest-tool - Command line tool to create and query container image manifest list/indexes
runtime-tools - OCI Runtime Tools
img - Standalone, daemon-less, unprivileged Dockerfile and OCI compatible container image builder.
zot - zot - A production-ready vendor-neutral OCI-native container image/artifact registry (purely based on OCI Distribution Specification)
opencontainers.org - opencontainers.org