PinnedJulien SimonNext public talksHere’s the current list of public events I’ll be speaking at. I will keep it as up-to-date as possible!4 min read·May 12, 2022--1--1
Julien SimonVideos: Deploying Hugging Face models on Google CloudNot one, not two, but THREE video walkthroughs showing you how to easily deploy Hugging Face models on Google Cloud Platform:1 min read·Apr 9, 2024----
Julien SimonVideo: Enterprise AI with the Hugging Face Enterprise HubCurious how the Hugging Face Enterprise hub, an enterprise-ready version of the world’s leading AI platform, can help your organization…1 min read·Apr 2, 2024----
Julien SimonVideo: Deploying Hugging Face models with Amazon SageMaker and AWS Inferentia2In this video, I walk you through the simple process of deploying a Hugging Face large language model on AWS, with Amazon SageMaker and the…1 min read·Mar 29, 2024----
Julien SimonAnnouncing the Hugging Face / AWS roadshowUS friends, the Hugging Face / Amazon Web Services (AWS) roadshow is three weeks away.1 min read·Mar 20, 2024--1--1
Julien SimonVideo — Deep dive: model mergingModel merging is an increasingly popular technique that makes it possible to add or remove capabilities to transformer models, without the…1 min read·Mar 18, 2024----
Julien SimonVideo — Deep Dive: Optimizing LLM inferenceOpen-source LLMs are great for conversational applications, but they can be difficult to scale in production and often deliver latency and…1 min read·Mar 11, 2024----
Julien SimonVideo — Deep Dive: Quantizing Large Language ModelsQuantization is an excellent technique to compress Large Language Models (LLM) and accelerate their inference.1 min read·Mar 6, 2024----
Julien SimonVideo — Deep dive: Compiling deep learning models, from XLA to PyTorch 2Compilation is an excellent technique to accelerate the training and inference of deep learning models, especially if it can be completely…1 min read·Feb 28, 2024--1--1
Julien SimonEcole de Management Léonard de Vinci (EMLV): international facade, French bureaucratsThis post is strictly personal and is completely unrelated to my professional activities. Please show your support by liking this story as…6 min read·Feb 21, 2024----