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Migrating from OpenAI models to Hugging Face models
In this video, I show how you can easily migrate your applications from OpenAI models to Hugging Face open-source models. First, we deploy a Llama3 8B…
17 hrs ago
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Julien Simon
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Migrating from OpenAI models to Hugging Face models
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April 2024
Video: Llama 3 on Amazon SageMaker
In this video, I walk you through the simple process of deploying a Llama 3 8B model with Amazon SageMaker. I use the latest version of the Text…
Apr 18
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Julien Simon
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Video: Llama 3 on Amazon SageMaker
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Videos: Deploying Hugging Face models on Google Cloud
Not one, not two, but THREE video walkthroughs showing you how to easily deploy Hugging Face models on Google Cloud Platform! Happy deployments 😎
Apr 9
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Julien Simon
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Videos: Deploying Hugging Face models on Google Cloud
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Video: Enterprise AI with the Hugging Face Enterprise Hub
Curious how the Hugging Face Enterprise hub, an enterprise-ready version of the world’s leading AI platform, can help your organization foster…
Apr 2
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Julien Simon
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Video: Enterprise AI with the Hugging Face Enterprise Hub
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March 2024
Video: Deploying Hugging Face models with Amazon SageMaker and AWS Inferentia2
In this video, I walk you through the simple process of deploying a Hugging Face large language model on AWS, with Amazon SageMaker and the AWS…
Mar 29
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Julien Simon
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Announcing the Hugging Face / AWS roadshow
US friends, the Hugging Face / Amazon Web Services (AWS) roadshow is three weeks away. If you’re an AWS customer and would like to schedule a 1:1…
Mar 20
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Julien Simon
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Video — Deep dive: model merging
Model merging is an increasingly popular technique that makes it possible to add or remove capabilities to transformer models, without the need for any…
Mar 18
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Julien Simon
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Video — Deep dive: model merging
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Video - Deep Dive: Optimizing LLM inference
Open-source LLMs are great for conversational applications, but they can be difficult to scale in production and deliver latency and throughput that are…
Mar 11
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Julien Simon
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Video — Deep Dive: Quantizing Large Language Models
Quantization is an excellent technique to compress Large Language Models (LLM) and accelerate their inference. In this 2-part video, we discuss model…
Mar 6
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Julien Simon
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Video — Deep Dive: Quantizing Large Language Models
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February 2024
Video — Deep dive: Compiling deep learning models, from XLA to PyTorch 2
Compilation is an excellent technique to accelerate the training and inference of deep learning models, especially if it can be completely automated! In…
Feb 28
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Julien Simon
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Video — Deep dive: Compiling deep learning models, from XLA to PyTorch 2
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Ecole de Management Léonard de Vinci (EMLV): international facade, French bureaucrats
This post is strictly personal and is completely unrelated to my professional activities. Please show your support by liking this story as well as the…
Feb 21
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Julien Simon
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Ecole de Management Léonard de Vinci (EMLV): international facade, French bureaucrats
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Video: Hugging Face, the story so far
When I meet with customers or speak at conferences, some questions about Hugging Face keep coming up. What does the name mean? Where does the logo come…
Feb 13
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Julien Simon
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Video: Hugging Face, the story so far
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