How to Install Text Generation Inference on Ubuntu 24.04

Text Generation Inference (TGI) is Hugging Face's production-grade serving solution for Large Language Models. Built with Rust and Python, TGI delivers blazing-fast inference with features like tensor parallelism, continuous batching, streaming tokens, and quantization support (bitsandbytes, GPTQ, AWQ). It supports all major open-source LLMs and provides an OpenAI-compatible API endpoint. With 10k+ GitHub stars, TGI is the go-to deployment solution for enterprises and developers running LLMs at scale in production environments. It integrates seamlessly with the Hugging Face ecosystem, allowing one-command deployment of thousands of models from the Hub.