Uploaded May 2024 | Updated September 2026, 2 weeks ago
Are you curious about deploying large language models efficiently? In this video, I'll show you how to deploy a Llama3 8B model using Hugging Face Inference Endpoints and the powerful AWS Inferentia2 accelerator. I'll be using the latest Hugging Face Text Generation Inference container to demonstrate the process of running streaming inference with the OpenAI client library. Stay tuned as I also delve into Inferentia2 benchmarks, offering insights into its performance.
The Hugging Face Inference Endpoints provide a seamless way to deploy models, and when coupled with the AWS Inferentia2 accelerator, you can achieve remarkable efficiency. Don't miss out on this opportunity to enhance your deployment game!
#LargeLanguageModels #HuggingFace #AWSInferentia2 #Deployment #MachineLearning
⭐️⭐️⭐️ 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. ⭐️⭐️⭐️
Inference Endpoints:
huggingface.co/docs/inference-endpoints/index
Model:
huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
Notebook:
gitlab.com/juliensimon/huggingface-demos/-/blob/main/inference-endpoints/llama3-8b-openai-inf2.ipynb
Inferentia2 benchmarks:
awsdocs-neuron.readthedocs-hosted.com/en/latest/general/benchmarks/inf2/inf2-performance.html#inf2-performance
Are you curious about deploying large language models efficiently? In this video, I'll show you how to deploy a Llama3 8B model using Hugging Face Inference Endpoints and the powerful AWS Inferentia2 accelerator. I'll be using the latest Hugging Face Text Generation Inference container to demonstrate the process of running streaming inference with the OpenAI client library. Stay tuned as I also delve into Inferentia2 benchmarks, offering insights into its performance.
The Hugging Face Inference Endpoints provide a seamless way to deploy models, and when coupled with the AWS Inferentia2 accelerator, you can achieve remarkable efficiency. Don't miss out on this opportunity to enhance your deployment game!
#LargeLanguageModels #HuggingFace #AWSInferentia2 #Deployment #MachineLearning
⭐️⭐️⭐️ 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. ⭐️⭐️⭐️
Inference Endpoints:
huggingface.co/docs/inference-endpoints/index
Model:
huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
Notebook:
gitlab.com/juliensimon/huggingface-demos/-/blob/main/inference-endpoints/llama3-8b-openai-inf2.ipynb
Inferentia2 benchmarks:
awsdocs-neuron.readthedocs-hosted.com/en/latest/general/benchmarks/inf2/inf2-performance.html#inf2-performance
