Step-by-step guide to deploying Mixtral 8x7B (a 45B parameter Sparse Mixture-of-Experts model) on Amazon SageMaker using the Hugging Face LLM Deep Learning Container powered by Text Generation Inference (TGI). Covers environment setup, retrieving the DLC container URI, hardware requirements (ml.g5.48xlarge or p4d.24xlarge with 100GB+ GPU memory), endpoint deployment, running inference with streaming support via a Gradio demo, and cleanup.
