Label Studio 1.12.0 🚀Automate & Evaluate Labeling Predictions Using LLMs & ML Models
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Integrate Label Studio into your ML pipeline


ZenML is an extensible open source machine learning framework for creating production-ready MLOps pipelines. ZenML allows for the installation and management of Label Studio as an annotation stack within a larger complete machine learning pipeline.

ZenML can handle not only the installation of Label Studio but also the configuration of cloud storage to manage data artifacts.


Integrating ZenML with Label Studio provides the following benefits:

  • Complete Pipeline: ZenML can help to build a complete ML pipeline, providing a single platform for labeling, training, and deployment.
  • Automatic Configuration: ZenML automatically connects and configures the different parts of the pipeline, including the storage for data artifacts.

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Amazon Sagemaker

Integrate Label Studio with AWS Sagemaker