YouTube Videos - 2023

We'll walk you through the creation of a Retrieval-Augmented Generation (RAG) chatbot using open-source tools and AWS services like LangChain, Hugging…

In this video, I'll guide you through the process of creating a Retrieval-Augmented Generation (RAG) chatbot using open-source tools and AWS services…

In this sequel to my previous video ( https://youtu.be/tc87-ZKWm78), I delve into optimizing the fine-tuning of a Google FLAN-T5 model for legal text…

Fine-tuning large models doesn't have to be complicated and expensive. In this tutorial, I provide a step-by-step demonstration of the fine-tuning…

Fine-tuning large models doesn't have to be complicated and expensive. In this tutorial, I provide a step-by-step demonstration of the fine-tuning…

Experimenting with the latest and greatest models doesn't have to be difficult.

In this video, I show you how to deploy Hugging Face models in one click on Azure, thanks to the model catalog in Azure ML Studio.

I was lucky to visit the Anybotics HQ in Zurich this morning. ANYmal is an autonomous inspection robot, trained with reinforcement learning techniques.

Hugging Face profite de l emballement pour l intelligence artificielle - Julien Simon — a video by Julien Simon on AI, ML, and small language models.

In this video, I show you how to accelerate Stable Diffusion and Stable Diffusion XL inference with the Hugging Face Optimum Neuron library and AWS…

In this video, I compare the cost/performance of AWS Trainium with the NVIDIA V100 GPU.

In this video, I show you how to accelerate Transformer training and inference with the Hugging Face Optimum Neuron library, a hardware acceleration…

According to the 2021 State of AI report, "transformers have emerged as a general-purpose architecture for ML.

In this video, I show you how to accelerate Transformer inference with AWS Inferentia 2, a custom chip designed by AWS.

Real-life generative AI! In this video, I show you how to fine-tune a Google FLAN-T5 model to summarize legal text.

Interview with François Sorel (BFM Business, Tech & Co) at the AWS Summit in Paris (04/04/2023).

In this video, you will learn how to accelerate image generation with an Intel Sapphire Rapids server.

In this video, you will learn how to accelerate image generation with an Intel Sapphire Rapids server.

In this video, I compare the cost-performance of AWS Trainium, a new custom chip designed by AWS, with NVIDIA A10G GPUs.

In this video, I show you how to accelerate Transformer training with AWS Trainium, a new custom chip designed by AWS, and the brand new Hugging Face…

During this webinar, Elena Nazarenko, Lead Data Scientist at Witty Works, Lukas Kahwe Smith, CTO & Co-Founder at Witty Works and Julien Simon, Chief…

In this video, I'm showing you how to train a Hugging Face Transformer model capable of identifying 102 languages with 99%+ accuracy.

BridgeTower is a new vision-language multimodal model by Intel and Microsoft.

In this video, I'm using SetFit, an open source library for few-shot learning to train a text classification model from only 16 labeled samples.

In this video, you will learn how to accelerate PyTorch inference with an Intel Sapphire Rapids server running on AWS.

In this code-level talk, Julien will show you how to quickly build and deploy computer vision applications based on Transformer models.

In this video, you will learn how to accelerate a PyTorch training job with a cluster of Intel Sapphire Rapids servers running on AWS.