Cog packages machine learning models into containers to support deployment across environments.
Open source
24 alternativesMmdeploy
vsMarquez
Mmdeploy vs Marquez
How do Mmdeploy and Marquez compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Mmdeploy | Marquez |
|---|---|---|
| What it is | MMDeploy provides a model deployment framework from the OpenMMLab project. | Marquez collects, aggregates, and visualizes metadata about a data ecosystem. |
| Website | ||
| Type | Open-source project | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Not recorded | Not recorded |
| Open source | Yes | Yes |
| Language | English | English |
| Alternatives |
Other options to consider
Sites similar to both Mmdeploy and Marquez.
ORMB packages machine learning models as OCI artifacts, in a workflow described as Docker for ML models.
Open source
24 alternatives
DJL is a Java framework for running deep learning models across different engines.
Open source
24 alternatives
ModelDB tracks machine learning model versions, metadata, and experiments.
Open source
24 alternatives
ONNX-MLIR compiles ONNX models using MLIR compiler infrastructure for model deployment workflows.
Open source
24 alternatives
Machine learning operations and large language model operations are the focus of Starwhale’s platform.
Open source
24 alternatives