YouTube Videos - 2022

Julien Simon Hugging Face Hyperproductive Machine Learning with Transformers and Hugging Face — a video by Julien Simon on AI, ML, and small language models.

In this video, I show you how to use Amazon SageMaker to train a Transformer model with AWS Trainium and compile it for AWS Inferentia.

In this video, I show you how to accelerate Transformer inference with Optimum, an open-source library by Hugging Face, and Better Transformer, a PyTorch…

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

In this video, I show you how to accelerate Transformer inference with Optimum, an open source library by Hugging Face, and Intel OpenVINO.

A brief introduction to the Hugging Face toolkit with Chief Evangelist Julien Simon.

In this video, I show you how to accelerate Transformer inference with Optimum, an open source library by Hugging Face, and ONNX.

We have all our definition of the perfect development environment for ML.

Following my test of Github Copilot ( https://youtu.be/HxyG896swQU), I was curious how Amazon CodeWhisperer would perform on the same example.

And now for something completely different! With a few hours to kill in the speaker room, I decided to take a stab at writing Hugging Face code with…

Watch Julien Simon (Hugging Face), Noah Gift (MLOps Expert) and Aaron Haviv (Iguazio) discuss how you can deploy models into real business environments…

Building image datasets is hard work. Instead of scraping, cleaning and labeling images, why not generate them directly with a Stable Diffusion model?

This workshop teaches how to use Hugging Face Endpoints and Pinecone in real-world applications with Julien Simon, Chief Evangelist at Hugging Face, and…

In this video, I show you how to accelerate Transformer training with AWS Trainium, a new custom chip designed by AWS.

In this video, I show you how to deploy Transformer models straight from the Hugging Face hub to managed infrastructure on AWS, in just a few clicks.

In this video, I show you how to accelerate Transformer training with Optimum Graphcore, an open-source library by Hugging Face that leverages the…

In this video, I show you how to accelerate Transformer training with Optimum Habana, an open-source library by Hugging Face that leverages the Habana…

In this video, I show you how to train image classification models with AutoTrain, our AutoML service, and how to test them both on the model page and in…

Big Data AI Paris, 27/09/2022 Dans cette session, découvrez pourquoi les modèles Transformers sont en train de révolutionner le Machine Learning.

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

During this webinar, Cynthia Périer, Data Scientist at Synapse Medicine and Julien Simon, Chief Evangelist at Hugging Face discuss how Synapse Medicine…

Julien Simon is the Chief Evangelist at Hugging Face, a machine-learning startup founded in 2016 with a goal to “democratize” ML and make it simple and…

Transformer models deliver state-of-the-art performance on a wide range of machine learning tasks, such as natural language processing, computer vision…

In this video, I show how to use fine-tune a state of the art Conformer model for audio keyword classification, and build a Gradio Space to showcase it.

In this video, I show how to use MLflow ( https://mlflow.org) with the Transformers library, and why it's a good idea to store the logs on the Hugging…

The DataHour: Building NLP applications using Hugging Face As amazing as state-of-the-art machine learning models are, training, optimizing, and…

In this video, I train a regression model on a tabular dataset, using the TabTransformer algorithm built in Amazon SageMaker.

Talk at Databricks Data and AI Summit, San Francisco, 28/07/2022. According to the latest State of AI report, "transformers have emerged as a…

Julien Simon Presents: Machine Learning 2.0 with Hugging Face In this session, we’ll introduce you to Transformer models and what business problems you…

As amazing as state-of-the-art machine learning models are, training, optimizing, and deploying them remains a challenging endeavor that requires a…

In this video, I use AutoTrain, an AutoML product designed by Hugging Face, to train a multi-class classification model on tabular data (the PetFinder…

This video is a technical deep dive on the demo presented in https://youtu.be/I_hqzdqQ5vE, where I run multilingual voice queries on financial documents…

In this 5-minute video, I introduce you to the value of Transformers and Hugging Face, and how they bring Software Engineering agility to Machine…