Uploaded April 2024 | Updated September 2026, 2 weeks ago
In this video tutorial, I'll show you how easy it is to deploy the Meta Llama 3 8B model using Amazon SageMaker and the latest Hugging Face Text Generation Inference containers (TGI 2.0). Follow along as I guide you through the process of setting up synchronous and streaming inference, making text generation tasks a breeze!
The Meta Llama 3 8B model is a powerful tool for natural language processing, and with Amazon SageMaker's scalable infrastructure, you can leverage this model efficiently. I'll take you through the step-by-step process, from setting up the environment to running inference, ensuring you have the knowledge to implement this in your own projects.
So, whether you're a data scientist, machine learning engineer, or developer interested in text generation and NLP, this video is for you!
#MachineLearning #NLG #AmazonSageMaker #HuggingFace #TextGeneration
⭐️⭐️⭐️ Don't forget to subscribe to be notified of future videos. Follow me on Medium at julsimon.medium.com or Substack at https://julsimon.substack.com. ⭐️⭐️⭐️
Model:
huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
Notebook:
gitlab.com/juliensimon/huggingface-demos/-/blob/main/llama3/deploy_llama3_8b.ipynb
Deep Learning Containers:
github.com/aws/deep-learning-containers/blob/master/available_images.md
In this video tutorial, I'll show you how easy it is to deploy the Meta Llama 3 8B model using Amazon SageMaker and the latest Hugging Face Text Generation Inference containers (TGI 2.0). Follow along as I guide you through the process of setting up synchronous and streaming inference, making text generation tasks a breeze!
The Meta Llama 3 8B model is a powerful tool for natural language processing, and with Amazon SageMaker's scalable infrastructure, you can leverage this model efficiently. I'll take you through the step-by-step process, from setting up the environment to running inference, ensuring you have the knowledge to implement this in your own projects.
So, whether you're a data scientist, machine learning engineer, or developer interested in text generation and NLP, this video is for you!
#MachineLearning #NLG #AmazonSageMaker #HuggingFace #TextGeneration
⭐️⭐️⭐️ Don't forget to subscribe to be notified of future videos. Follow me on Medium at julsimon.medium.com or Substack at https://julsimon.substack.com. ⭐️⭐️⭐️
Model:
huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
Notebook:
gitlab.com/juliensimon/huggingface-demos/-/blob/main/llama3/deploy_llama3_8b.ipynb
Deep Learning Containers:
github.com/aws/deep-learning-containers/blob/master/available_images.md
