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Data Preparation Toolkit for LLM Application Developers

Data Science Dojo via YouTube

Overview

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Explore the critical role of data preparation in developing high-performing Large Language Models (LLMs) in this one-hour webinar from Data Science Dojo. Delve into the importance of quality and quantity in text and code corpora for training LLMs. Learn about the essential data preparation phase, including cleaning, filtering, and transforming datasets into tokenized forms suitable for pre-training or fine-tuning LLMs. Discover how the Data Preparation Toolkit (DPK) fosters collaboration within the AI community, accelerates development processes, and reduces time-to-value. Gain insights into DPK's role as a driving force behind the IBM open-source Granite models. Equip yourself with valuable knowledge to enhance your LLM application development skills in the evolving Generative AI landscape.

Syllabus

Data Preparation Toolkit for LLM Application Developers

Taught by

Data Science Dojo

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