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Luke Stanley
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Documents serverless motivation and testing instructions
Browse files- serverless.md +6 -0
serverless.md
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@@ -3,6 +3,12 @@ Fast severless GPU inference with RunPod
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This partly GPT-4 generated document explains the integration of Runpod with Docker, including testing the Runpod Dockerfile with Docker Compose, building and pushing the image to Docker Hub, and how `app.py` makes use of it. I skimmed it and added stuff to it, as a note to myself and others.
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## Testing with Docker Compose
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To test the Runpod Dockerfile, you can use Docker Compose which simplifies the process of running multi-container Docker applications. Here's how you can test it:
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This partly GPT-4 generated document explains the integration of Runpod with Docker, including testing the Runpod Dockerfile with Docker Compose, building and pushing the image to Docker Hub, and how `app.py` makes use of it. I skimmed it and added stuff to it, as a note to myself and others.
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# Motivation
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Fast inference is useful. Usually an existing hosted provider would be good for this, but I was worried about getting blocked given that we need to translate some spicy text input, the concern is that it could get flagged, and result in accounts being blocked.
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Also I needed something that could infer with JSON typed output, that matches particular schemas, and fast. So I found RunPod's "serverless" GPU, service.
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It can be used by chill.py and app.py, as one of the worker options.
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## Testing with Docker Compose
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To test the Runpod Dockerfile, you can use Docker Compose which simplifies the process of running multi-container Docker applications. Here's how you can test it:
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