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The New Stack

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Tutorial: GPU-Accelerated Serverless Inference With Google Cloud Run

  • Google Cloud launched GPU support for the Cloud Run serverless platform, enabling developers to accelerate serverless inference of models deployed on Cloud Run.
  • The tutorial explains the steps to deploy the Llama 3.1 Large Language Model (LLM) with 8B parameters on a GPU-based Cloud Run service.
  • The guide demonstrates the initialization of the environment, deploying the Text Generation Inference (TGI) server using the Hugging Face model, and performing inference using cURL or the OpenAI Python library.
  • This tutorial provides insights into how to leverage GPU-acceleration for serverless inference using Google Cloud Run.

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