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Add examples/gke/tgi-multi-gpu-deployment/ for multi-GPU TGI #58

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Description

This PR adds an example on how to serve google/gemma-7b-it in Google Kubernetes Engine (GKE) using 4 x L4 GPUs, which better emulates a production environment, as well as explaining some concepts in order to have a production-ready deployment.

@alvarobartt alvarobartt self-assigned this Jul 15, 2024
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Note

Since the TPU containers are still WIP and not released yet on Google Cloud, the examples are on hold until those are released; meaning that most likely the current example would need to be revisited before merging.

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