Philipp Schmid • 11/10/2021

MLOps: End-to-End Hugging Face Transformers with the Hub and SageMaker Pipelines

Read Original

This technical tutorial demonstrates how to create a complete MLOps pipeline for fine-tuning and deploying a Hugging Face Transformer model (DistilBERT on the IMDb dataset) using Amazon SageMaker Pipelines. It covers integration with the Hugging Face Hub, SageMaker SDK, Lambda steps for lightweight deployments, and includes prerequisites, code imports, and setup instructions.

0 comments
#pipeline #Transformers #Hugging Face
MLOps: End-to-End Hugging Face Transformers with the Hub and SageMaker Pipelines

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
The Beautiful Web
Jens Oliver Meiert • 2 votes
2
When your coding agent doesn’t understand your project, you’ll get junk
Benjamin Cane • 1 votes
3
LLM Use in the Python Source Code
Miguel Grinberg • 1 votes
4
Wagon’s algorithm in Python
John D. Cook • 1 votes
5
An example conversation with Claude Code
Dumm Zeuch • 1 votes