sagemaker

Building an AWS Solution Architect Agent with Generative AI

This hands-on lab walks you through a step-by-step approach to efficiently serving and fine-tuning large-scale Korean models on AWS infrastructure.

META LLAMA3 GENAI Real World UseCases End To End Implementation Guide

A collection of Korean NLP hands-on labs on Amazon SageMaker

This open-source project delivers a complete pipeline for converting multi-page documents (PDFs/images) into structured JSON using Vision LLMs on Amazon SageMaker. The solution leverages the SWIFT Framework to fine-tune models specifically for document understanding tasks.

An Amazon SageMaker Container for Hugging Face Inference on Graviton and Intel CPUs

Code associated with the blog post titled, "Fine-Tuning BGE Embeddings Using Synthetic Data from Amazon Bedrock"