Custom Llama 3.1 API and User Interface (Serverless Google Cloud)

Learn how to harness the power of Llama 3.1 using Google Cloud's Vertex AI and create a user-friendly web interface. This tutorial covers:
• Understanding Vertex AI Model Garden and Endpoints
• Deploying Llama 3.1 Instruct 8B
• Creating a Google Cloud Function as an API
• Building a Flask web application
• Containerizing with Docker
• Deploying on Google Cloud Run

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Demonstration Diagram: https://github.com/nodematiclabs/llam...

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0:00 Conceptual Overview
1:21 Vertex AI Endpoints Deployment
2:06 Model Registry
2:35 Online Prediction
3:15 Cloud Function (Python)
6:32 Postman Testing
7:23 Python Web App (Flask)
9:03 Containerization (Docker)
9:38 Cloud Run Deployment
11:22 End-to-End Testing

#llama3 #googlecloud #vertexai