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This immersive 3-day Public Training will train participants in practical techniques for training and fine-tuning LLMs from scratch. From model pre-training, instruction tuning, and alignment, to parameter efficient fine-tuning, you will learn the end-to-end workflow of building and adapting LLMs to your company’s different needs.
Understand the fundamental architecture and lifecycle of LLMs, from inception to deployment.
Gain familiarity with APIs, tools, and frameworks for interacting with pre-trained models.
Develop evaluation strategies for LLM performance, covering accuracy, efficiency, and alignment with company-specific tasks.
Develop data preprocessing techniques crucial for optimizing fine-tuning workflows.
Dive into the practical implementation of various fine-tuning strategies.
Online
9:00am - 5:00pm ET
Online
9:00am - 5:00pm ET
Online
9:00am - 5:00pm ET
WeCloudData is the leading data science and AI academy. Our blended learning courses have helped thousands of learners and many enterprises make successful leaps in their data journeys.
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