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ONNX T5
Summarization, translation, Q&A, text generation and more at blazing speed using a T5 version implemented in ONNX.
onnx pytorch model-serving transformers
Deploying your ML Model with TorchServe
In this talk, Brad Heintz walks through how to use TorchServe to deploy trained models at scale without writing custom code.
production model-serving torchserve tutorial
Efficient Serverless Deployment of PyTorch Models on Azure
A tutorial for serving models cost-effectively at scale using Azure Functions and ONNX Runtime.
model-serving production pytorch azure
BentoML
BentoML is an open-source framework for high-performance ML model serving.
model-serving model-deployment bentoml production
TensorFlow Serving
A flexible, high-performance serving system for machine learning models, designed for production environments.
model-serving production tensorflow-serving tensorflow
Embedding an image processing function in a tf.keras model
Learn how to embed an image preprocessing function in a tf.keras model.
keras image-preprocessing model-serving tutorial
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