Artificial Intelligence
Author: Sujeong (Sue) Cha
Sujeong (Sue) Cha is a Deep Learning Architect at the AWS Generative AI Innovation Center, where she helps solve business challenges for domestic and global customers using generative AI. She designs architectures and provides technical implementation support across the full spectrum of generative AI, from model training and inference to agentic AI.
Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock
In this post, we explore how to use Amazon Bedrock to generate synthetic training data to fine-tune an LLM. Additionally, we provide concrete evaluation results that showcase the power of synthetic data in fine-tuning when data is scarce.