Large Language Model Operations (LLMops) on AWS

⚠️ Hey! This blog post was initially published on my own blog. Check it out from the source: https://cloudnature.net/blog/large-language-model-operations-llmops-on-aws

Introduction

Large Language Models (LLMs) are becoming increasingly powerful, and their applications are widespread across many industries, from content creation to healthcare. Generative AI is becoming the de facto standard for multiple tasks due to its ability to generate human-like text, images, videos, and more.

For LLMs, the evergreen MLops might not be sufficient anymore. We need practices and processes designed …

ai applications aws evergreen generate generative healthcare human human-like images industries introduction language language model language models large language large language model large language model operations large language models llmops llms mlops multiple operations standard tasks text videos webdev