Philipp Schmid • 11/21/2023

Deploy Embedding Models on AWS inferentia2 with Amazon SageMaker

Read Original

This technical guide provides an end-to-end tutorial for deploying embedding models (specifically BAAI/bge-base-en-v1.5) on AWS Inferentia2 accelerators using Amazon SageMaker. It covers converting models with optimum-neuron, creating custom inference scripts, uploading to S3, deploying a real-time endpoint, and evaluating inference performance.

0 comments
#aws #Amazon Sagemaker #Optimum Neuron
Deploy Embedding Models on AWS inferentia2 with Amazon SageMaker

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