Deploy Your Private Llama 2 Model to Production with Text Generation Inference and RunPod

Full text tutorial (requires MLExpert Pro): https://www.mlexpert.io/prompt-engine...

Interested in Llama 2 but wondering how to deploy one privately behind an API? I’ve got you covered!

In this video, you’ll learn the steps to deploy your very own Llama 2 instance and set it up for private use using the RunPod cloud platform.

You’ll learn how to create an instance, deploy the Llama 2 model, and interact with it using a simple REST API or text generation client library. Let’s get started!

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GitHub repository: https://github.com/curiousily/Get-Thi...

Llama 2 Official Page - https://ai.meta.com/llama/

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00:00 - Introduction
00:53 - Text Tutorial on MLExpert
01:09 - Text Generation Inference Library
02:34 - What is RunPod?
04:16 - Google Colab Setup
05:03 - Deploy Llama 2 7B Chat
08:13 - Rest API UI (Swagger)
09:26 - Prompt Template for Llama 2
11:20 - Prompting our Model with an API Call
14:40 - Text Generation Client with Streaming
16:12 - Terminate the Server
16:32 - Conclusion

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