William Denniss • 12/21/2023

LLM Model Serving on Autopilot

Read Original

This technical tutorial explains how to deploy and serve a large language model (LLM) like Falcon-40b on Google Kubernetes Engine (GKE) in Autopilot mode. It details the configuration changes needed for Autopilot's pod-based model, such as using an ephemeral volume, and covers cluster setup, GPU selection (NVIDIA L4), and deployment YAML specifics to run a self-hosted LLM API for business applications.

0 comments
#llm #Kubernetes #Gke
LLM Model Serving on Autopilot

Comments

No comments yet

Be the first to share your thoughts!

Browser Extension

Get instant access to AllDevBlogs from your browser

Top of the Week

1
React, useEffect, and Stale Closures: How to Avoid Them with Dependencies and useRef
Jivbcoop • 4 votes
2
Better react-hook-form Smart Form Components
Maarten Hus • 2 votes
3
AGI, ASI, A*I – Do we have all we need to get there?
John D. Cook • 1 votes
4
Quoting Thariq Shihipar
Simon Willison • 1 votes
5
Dew Drop – January 15, 2026 (#4583)
Alvin Ashcraft • 1 votes
6
Using Browser Apis In React Practical Guide
Jivbcoop • 1 votes