Flexible, high-performance serving system for machine learning models.
Open source
24 alternativesCog
vsMerlin
Cog vs Merlin
How do Cog and Merlin compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Cog | Merlin |
|---|---|---|
| What it is | Cog packages machine learning models into containers to support deployment across environments. | Merlin supports machine learning model management, deployment, and serving in Kubernetes environments. |
| 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 Cog and Merlin.
ORMB packages machine learning models as OCI artifacts, in a workflow described as Docker for ML models.
Open source
24 alternatives
ModelDB tracks machine learning model versions, metadata, and experiments.
Open source
24 alternativesMosec serves machine learning models with dynamic batching and CPU or GPU pipelines for inference workloads.
Open source
24 alternatives
MMDeploy provides a model deployment framework from the OpenMMLab project.
Open source
24 alternatives
Train and run models with OneFlow, a scalable deep learning framework for distributed machine learning workloads.
Open source
24 alternatives