Large Language Models for Generative AI Applications

This module delves into the technicalities of Large Language Models (LLMs), emphasizing their application in text-driven AI tasks. Starting with an insight into model training, the course intensifies its focus on fine-tuning these models for specific tasks such as text generation or summarization, leveraging technologies from AWS and Nvidia, alongside a variety of open-source resources. Students will gain a practical understanding of adjusting and deploying LLMs by diving into hands-on sessions that involve fine-tuning parameters and mastering deployment techniques. This approach ensures a comprehensive grasp of how to utilize these powerful models, employing a blend of industry-standard technologies and open-source tools to effectively implement LLMs in diverse AI applications.

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