Saturdays: 25 NOV | 2-9-16 DEC 2023
Advancements in Large Language Models
This specialization dives deep into the intricate world of Large Language Models (LLMs). Participants will familiarize themselves with advanced programming of LLMs using the groundbreaking LangChain framework. As they progress, attendees will unlock the mysteries of multilingual processing, tokenization techniques, and word embeddings. The course then shifts its focus to the Transformers architecture, a cornerstone of LLMs, providing participants with a thorough understanding and hands-on experience. The journey concludes with a practical session on HuggingFace Transformers, enabling attendees to design and assess their own LLMs, ensuring a comprehensive mastery of the topic.
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01
LangChain Framework
Unlock advanced features and techniques for programming LLMs using the innovative LangChain framework.
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02
Tokenization & Word Embeddings
Delve deep into multilingual processing, exploring the intricacies of tokenization and the significance of word embeddings.
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03
Transformers Architecture
Gain hands-on experience and in-depth understanding of the backbone of LLMs, the Transformers architecture.
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04
LLAMA-like Models Implementation and Deployment on HuggingFace
Master the intricacies of implementing a model similar to open-source LLAMA and deploy it seamlessly on the HuggingFace Transformers platform.