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Julien Simon

Chief Evangelist, Hugging Face

Videos: Deploying Hugging Face models on Google Cloud

Videos: Deploying Hugging Face models on Google Cloud

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Video: Enterprise AI with the Hugging Face Enterprise Hub

Video: Enterprise AI with the Hugging Face Enterprise Hub

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Video: Deploying Hugging Face models with Amazon SageMaker and AWS Inferentia2

Video: Deploying Hugging Face models with Amazon SageMaker and AWS Inferentia2

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Announcing the Hugging Face / AWS roadshow

Announcing the Hugging Face / AWS roadshow

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Video — Deep dive: model merging

Video — Deep dive: model merging

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Video — Deep Dive: Optimizing LLM inference

Video — Deep Dive: Optimizing LLM inference

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Video — Deep Dive: Quantizing Large Language Models

Video — Deep Dive: Quantizing Large Language Models

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Video — Deep dive: Compiling deep learning models, from XLA to PyTorch 2

Video — Deep dive: Compiling deep learning models, from XLA to PyTorch 2

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Video: Hugging Face, the story so far

Video: Hugging Face, the story so far

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Video — Deep dive — Better Attention layers for Transformer models

Video — Deep dive — Better Attention layers for Transformer models

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Video deep dive: Advanced distributed training with Hugging Face LLMs and AWS Trainium

Video deep dive: Advanced distributed training with Hugging Face LLMs and AWS Trainium

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Deep Dive video: Hugging Face models on AWS AI Accelerators

Deep Dive video: Hugging Face models on AWS AI Accelerators

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An initial reaction to the EU AI Act

An initial reaction to the EU AI Act

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Retrieval Augmented Chatbot, part 2!

Retrieval Augmented Chatbot, part 2!

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Building a Retrieval-Augmented Generation (RAG) Chatbot with LangChain, Hugging Face, and AWS

Building a Retrieval-Augmented Generation (RAG) Chatbot with LangChain, Hugging Face, and AWS

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Maximize Hugging Face training efficiency with QLoRA

Maximize Hugging Face training efficiency with QLoRA

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For a fistful of dollars: fine-tune LLaMA 2 7B with QLoRA

For a fistful of dollars: fine-tune LLaMA 2 7B with QLoRA

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Fine-tune Stable Diffusion with LoRA for as low as $1

Fine-tune Stable Diffusion with LoRA for as low as $1

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Azure ML: start experimenting with Hugging Face models in minutes!

Azure ML: start experimenting with Hugging Face models in minutes!

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SageMaker JumpStart: start experimenting with large language models in minutes!

SageMaker JumpStart: start experimenting with large language models in minutes!

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Accelerating Stable Diffusion with Optimum Neuron and AWS Inferentia2

Accelerating Stable Diffusion with Optimum Neuron and AWS Inferentia2

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Video: Transformer training shootout, part 2: AWS Trainium vs. NVIDIA V100

Video: Transformer training shootout, part 2: AWS Trainium vs. NVIDIA V100

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Video: Accelerating Transformers with Optimum Neuron, AWS Trainium and AWS Inferentia2

Video: Accelerating Transformers with Optimum Neuron, AWS Trainium and AWS Inferentia2

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Video: Accelerate Transformer inference with AWS Inferentia 2

Video: Accelerate Transformer inference with AWS Inferentia 2

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Video: Summarizing legal documents with Hugging Face and Amazon SageMaker

Video: Summarizing legal documents with Hugging Face and Amazon SageMaker

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Video: Accelerating Stable Diffusion Inference on Intel CPUs with Hugging Face (part 2)

Video: Accelerating Stable Diffusion Inference on Intel CPUs with Hugging Face (part 2)

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Video: Accelerating Stable Diffusion Inference on Intel CPUs with Hugging Face

Video: Accelerating Stable Diffusion Inference on Intel CPUs with Hugging Face

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Podcast: Hugging Face

Podcast: Hugging Face

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Video — Transformer training shootout: AWS Trainium vs. NVIDIA A10G

Video — Transformer training shootout: AWS Trainium vs. NVIDIA A10G

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Video: Training Transformers with AWS Trainium and the Hugging Face Neuron AMI

Video: Training Transformers with AWS Trainium and the Hugging Face Neuron AMI

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Webinar: How Witty Works leverages Hugging Face to scale inclusive language

Webinar: How Witty Works leverages Hugging Face to scale inclusive language

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Video: Fast and accurate language identification with Hugging Face and Intel OpenVINO

Video: Fast and accurate language identification with Hugging Face and Intel OpenVINO

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3 new videos: Intel Sapphire Rapids inference, few-shot learning with SetFit, and semantic search…

3 new videos: Intel Sapphire Rapids inference, few-shot learning with SetFit, and semantic search…

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Demo: question answering on tabular data

Demo: question answering on tabular data

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Demo: the battle of the image classifiers

Demo: the battle of the image classifiers

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Demo: audio classification with the Audio Spectrogram Transformer

Demo: audio classification with the Audio Spectrogram Transformer

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Video: an Introduction to Computer Vision with Hugging Face

Video: an Introduction to Computer Vision with Hugging Face

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Video: Accelerate PyTorch Transformers with Intel Sapphire Rapids, part 1

Video: Accelerate PyTorch Transformers with Intel Sapphire Rapids, part 1

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Video: Accelerate Transformers on Amazon SageMaker with AWS Trainium and AWS Inferentia

Video: Accelerate Transformers on Amazon SageMaker with AWS Trainium and AWS Inferentia

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Video: Accelerate Transformer inference on GPU with Optimum and Better Transformer

Video: Accelerate Transformer inference on GPU with Optimum and Better Transformer

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Video: Accelerate Transformer inference with AWS Inferentia

Video: Accelerate Transformer inference with AWS Inferentia

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Video: Accelerate Transformer inference with Optimum and Intel OpenVINO

Video: Accelerate Transformer inference with Optimum and Intel OpenVINO

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Video: Accelerate Transformer inference with Optimum and ONNX

Video: Accelerate Transformer inference with Optimum and ONNX

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Video: SageMaker + VS Code + Github Copilot : the dream IDE for ML?

Video: SageMaker + VS Code + Github Copilot : the dream IDE for ML?

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Video: Using Amazon CodeWhisperer to write Hugging Face code

Video: Using Amazon CodeWhisperer to write Hugging Face code

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Video: Using Github Copilot to write Hugging Face code

Video: Using Github Copilot to write Hugging Face code

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Video: generate synthetic data with Stable Diffusion to augment computer vision datasets

Video: generate synthetic data with Stable Diffusion to augment computer vision datasets

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Videos: 2 webinars with Iguazio and Pinecone

Videos: 2 webinars with Iguazio and Pinecone

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Accelerate Transformer training with AWS Trainium

Accelerate Transformer training with AWS Trainium

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Video: Deploy models with Hugging Face Inference Endpoints

Video: Deploy models with Hugging Face Inference Endpoints

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Video: Accelerate Transformer Training with Optimum Graphcore

Video: Accelerate Transformer Training with Optimum Graphcore

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Video: Accelerate Transformer training with Optimum Habana

Video: Accelerate Transformer training with Optimum Habana

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Classify image datasets with AutoML and Hugging Face AutoTrain

Classify image datasets with AutoML and Hugging Face AutoTrain

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Talk @ Southern Data Science Conference: “Machine Learning 2.0 with Hugging Face Transformers”

Talk @ Southern Data Science Conference: “Machine Learning 2.0 with Hugging Face Transformers”

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Tech talk: How Synapse Medicine leverages Hugging Face to improve medication safety

Tech talk: How Synapse Medicine leverages Hugging Face to improve medication safety

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Machine Learning Datastores Are Coming

Machine Learning Datastores Are Coming

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Webinar: “Accelerate Transformer Model Training with Hugging Face and Habana Labs”

Webinar: “Accelerate Transformer Model Training with Hugging Face and Habana Labs”

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Talk @ 1729: “Audio classification with Hugging Face transformers”

Talk @ 1729: “Audio classification with Hugging Face transformers”

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Session @ Analytics Vidhya Data Hour

Session @ Analytics Vidhya Data Hour

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Using MLflow with Hugging Face Transformers

Using MLflow with Hugging Face Transformers

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