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[P] Cortex: Deploy models from any framework as production APIs

Cortex just released V 0.10, which includes their new Predictor Interface for serving models. It lets you take models from any framework and implement them in simple Python, before deploying them with a single terminal command. V 0.10 also still includes out-of-the-box support for TensorFlow Serving and ONNX Runtime.

Repo link: https://github.com/cortexlabs/cortex

Examples:

Deploying Hugging Face’s DistilGPT-2 – PyTorch

Deploying a sentiment analyzer with BERT – TensorFlow

The classic iris classifier – XGBoost/ONNX

submitted by /u/killthecloud
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.