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Update model deployers table
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dudeperf3ct committed Mar 7, 2024
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Expand Up @@ -44,6 +44,7 @@ integrations:
| [MLflow](mlflow.md) | `mlflow` | `mlflow` | Deploys ML Model locally |
| [BentoML](bentoml.md) | `bentoml` | `bentoml` | Build and Deploy ML models locally or for production grade (Cloud, K8s) |
| [Seldon Core](seldon.md) | `seldon` | `seldon Core` | Built on top of Kubernetes to deploy models for production grade environment |
| [Hugging Face](huggingface.md) | `huggingface` | `huggingface` | Deploys ML model on Hugging Face Inference Endpoints |
| [Custom Implementation](custom.md) | _custom_ | | Extend the Artifact Store abstraction and provide your own implementation |

{% hint style="info" %}
Expand Down Expand Up @@ -85,6 +86,7 @@ zenml model-deployer register seldon --flavor=seldon \
...
zenml stack register seldon_stack -m default -a aws -o default -d seldon
```

2. Implements the continuous deployment logic necessary to deploy models in a way that updates an existing model server
that is already serving a previous version of the same model instead of creating a new model server for every new
model version. Every model server that the Model Deployer provisions externally to deploy a model is represented
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