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Open Source

ormb

Docker for Your ML/DL Models Based on OCI Artifacts

Our verdict

Not reviewed yet

We have not reviewed ormb yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About ormb

ormb is a command-line tool that packages machine learning and deep learning models as OCI artifacts, enabling them to be stored, versioned, and distributed using standard container registries. It works by wrapping model files into OCI-compliant layers, allowing developers to push and pull models with familiar Docker-like commands.

Best for

Developers who want to manage ML model versions using standard container registries and workflows.

Use cases

  • Versioning and sharing ML models via container registries
  • Integrating model distribution into existing CI/CD pipelines
  • Reproducing model deployments by pulling specific model versions

Notes

473 stars on GitHub. Last updated 2024-01-26. Licensed Apache-2.0.

Pros

  • Leverages existing OCI infrastructure for model storage
  • Simple Docker-like CLI reduces learning curve
  • Enables consistent model versioning across environments

Cons

  • Limited community adoption with only 473 stars
  • No built-in support for model metadata or provenance tracking
  • Requires a container registry, adding dependency overhead

Key facts

What we have checked

Latest prerelease version
0.1.0-rc.2 (released 7 Feb 2022)
Checked GitHub
GitHub stars
474
Checked github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

Stars and usage

How ormb is growing

GitHub stars

473 to 474

stars. 12 July 2026 to 26 Sept 2026, 2 readings.

Source: github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438. Checked .

Sources

Where this comes from

  • GitHubOfficial

    Checked · Latest prerelease version

  • github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry

    Checked · GitHub stars

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

  1. Released 0.1.0-rc.2

    Source: GitHub

  2. Released 0.1.0-rc.1

    Source: GitHub

  3. Released 0.1.0-rc.0

    Source: GitHub

  4. Released 0.0.11

    Source: GitHub

  5. Released 0.0.10

    Source: GitHub

  6. Released 0.0.9

    Source: GitHub

  7. Released 0.0.8

    Source: GitHub

  8. Released 0.0.7

    Source: GitHub

  9. Released 0.0.6

    Source: GitHub

  10. Released 0.0.5

    Source: GitHub

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