Artificial Intelligence

Long Chen

Author: Long Chen

Process flow diagram showing LLM migration workflow from source models (OpenAI, Mistral, Llama, Claude) to Amazon Bedrock target models, including evaluation, comparison, and deployment phases.

AWS Generative AI Model Agility Solution: A comprehensive guide to migrating LLMs for generative AI production

In this post, we introduce a systematic framework for LLM migration or upgrade in generative AI production, encompassing essential tools, methodologies, and best practices. The framework facilitates transitions between different LLMs by providing robust protocols for prompt conversion and optimization.