[[["易于理解","easyToUnderstand","thumb-up"],["解决了我的问题","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["很难理解","hardToUnderstand","thumb-down"],["信息或示例代码不正确","incorrectInformationOrSampleCode","thumb-down"],["没有我需要的信息/示例","missingTheInformationSamplesINeed","thumb-down"],["翻译问题","translationIssue","thumb-down"],["其他","otherDown","thumb-down"]],["最后更新时间 (UTC):2025-09-04。"],[],[],null,["# Run LLM inference on Cloud Run GPUs with Hugging Face TGI\n\nThe following example shows how to run a backend service that runs the [Hugging Face Text Generation Inference (TGI) toolkit](https://huggingface.co/docs/text-generation-inference), which is a toolkit for deploying and serving Large Language Models (LLMs), using Llama 3.\n\nSee the entire example at [Deploy Llama 3.1 8B with TGI DLC on Cloud Run](https://huggingface.co/docs/google-cloud/examples/cloud-run-tgi-deployment)."]]