How do I set up TensorFlow Serving for my model?
An example of an AI chatbot conversation about setting up TensorFlow Serving for machine learning models.
How do I set up TensorFlow Serving for my model?
To set up TensorFlow Serving, you'll need to install it first. Are you using Docker or a native installation?
I'm using Docker. What are the steps?
Great! First, pull the TensorFlow Serving Docker image using docker pull tensorflow/serving. Then, you can run it with your model.
How do I run it with my model?
You can run it using the command: docker run -p 8501:8501 --name=tf_model --mount type=bind,source=/path/to/your/model,target=/models/model_name -e MODEL_NAME=model_name -t tensorflow/serving.
What if I want to serve multiple models?
You can specify multiple models by using the --model_config_file option to point to a configuration file that lists all your models.
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