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**`clearml-serving`** is a command line utility for model deployment and orchestration.
It enables model deployment including serving and preprocessing code to a Kubernetes cluster or custom container based solution.
<a href="https://excalidraw.com/#json=jiPWui2cpyOmQh1hTDYue,538MVKS-YCrTGw_1LzKqog"><img src="https://github.com/allegroai/clearml-serving/blob/main/docs/design_diagram.png?raw=true" width="100%"></a>
Features:
* Easy to deploy & configure
* Support Machine Learning Models (Scikit Learn, XGBoost, LightGBM)
@ -57,8 +60,6 @@ Features:
**Modular** , **Scalable** , **Flexible** , **Customizable** , **Open Source**
<a href="https://excalidraw.com/#json=v0ip945hun2SnO4HVLe0h,QKHfB04TFQLds3_4aqeBjQ"><img src="https://github.com/allegroai/clearml-serving/blob/dev/docs/design_diagram.png?raw=true" width="100%"></a>
## Installation
### Prerequisites