Containerizing Huggingface Transformers for GPU inference with Docker and FastAPI on AWS Published 2021-10-03 Download video MP4 360p Recommendations 57:06 Deploy LLMs (Large Language Models) on AWS SageMaker using DLC 35:18 Build an AI app with FastAPI and Docker - Coding Tutorial with Tips 14:49 Getting Started With Hugging Face in 15 Minutes | Transformers, Pipeline, Tokenizer, Models 26:32 Deploying machine learning models on Kubernetes 1:00:06 FastAPI for Machine Learning: Live coding an ML web application. 1:03:46 Deploying FastAPI Apps Over HTTPS with Traefik Proxy 09:29 How to deploy LLMs (Large Language Models) as APIs using Hugging Face + AWS 39:39 What is Hugging Face - Crash Course (No Coding) | ML Products for Beginners 16:45 Deploy models with Hugging Face Inference Endpoints 29:55 How to create a great dev environment with Docker 09:02 Deploy FastAPI on AWS Lambda | In 9 MINUTES 21:57 How To Deploy Machine Learning Models Using Docker And Github Action In Heroku 13:48 How to Deploy FastAPI on AWS EC2: Quick and Easy Steps! 59:30 Docker For Beginners: From Docker Desktop to Deployment 09:37 How to deploy a Panel app to Hugging Face using Docker? 1:13:01 Machine Learning Models Deployment with Flask and Docker 1:24:42 $0 Embeddings (OpenAI vs. free & open source) 22:24 Deploy FastAPI on AWS Lambda ⚡ Serverless hosting! 15:09 How to Build Custom Docker Images For AWS SageMaker Similar videos 31:00 Deploy HuggingFace question answering transformer model on AWS Lambda using container image 32:03 Deploy Fine-tuned Transformers Model with FastAPI on AWS App Runner | REST API | NLP | Python | Code 11:14 Deploying FastAPI Applications to Hugging Face Spaces 1:01:31 Workshop: Getting started with Amazon Sagemaker Train a Hugging Face Transformers and deploy it 1:00:04 Distributed GPU Training using Hugging Face Transformers + Accelerate ML with SageMaker QuickStart! 25:59 Deploying Hugging Face Models in Sagemaker: 8 Steps to Create Inference End points 34:31 Deploying Hugging Face Models in Sagemaker:Introducing AWS Sagemaker to Create Inference End points 07:10 Hugging Face Gradio App on Docker More results