Artificial Intelligence

Sokratis Kartakis

Author: Sokratis Kartakis

Operationalize LLM Evaluation at Scale using Amazon SageMaker Clarify and MLOps services

In the last few years Large Language Models (LLMs) have risen to prominence as outstanding tools capable of understanding, generating and manipulating text with unprecedented proficiency. Their potential applications span from conversational agents to content generation and information retrieval, holding the promise of revolutionizing all industries. However, harnessing this potential while ensuring the responsible and […]

Operationalizing Generative AI: How It Differs from MLOps

This post explores how to effectively operationalize generative AI solutions, examining the distinct processes and team structures required, and addressing the varying implementation approaches across different user types, from those leveraging out-of-the-box solutions to organizations building custom foundation models or fine-tuning existing ones.