Nautical is an Open Source Machine Learning Model Serving Framework.

Supports popular machine learning frameworks like PyTorch and Tensorflow.
Supports popular deployment tools for Kubernetes including Helm and Tanka. Think helm install nautical-stable-diffusion.
Beautiful telemetry with Prometheus Metrics, powered by Mixins.
Provides SDKs in popular languages like Python and Java.

We love building developer tools!

Running

Check the README's present in individual model folders under models/ for specific instructions on running each model.

Lint

To Install lint checkers for python

pip install flake8 flake8-black

To run python lint

flake8
black .

Thank you!