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Runtime engine
Model serving

Nuclio is a high-performance serverless framework focused on data, I/O, and compute-intensive workloads.

Use it when

  • You want to set up ML tasks (data processing, stream processing, hyperparameter tuning, and serving) as serverless functions.
  • You need support for both CPU and GPU execution.
  • You want to create containerized functions directly from a Jupyter Notebook using the magic command %nuclio.
  • You are using Kubernetes.

Example stacks

Airflow + MLflow stack