Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG, Revised & Updated Oct 2024 (Grayscale Indian Edition)(Paperback, Louis-François Bouchard, Louie Peters)
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“This is the most comprehensive textbook to date on building LLM applications - all essential topics in an AI Engineer's toolkit."- Jerry Liu, Co-founder and CEO of LlamaIndexTL;DRWith amazing feedback from industry leaders, this book is an end-to-end resource for anyone looking to enhance their skills or dive into the world of AI and develop their understanding of Generative AI and Large Language Models (LLMs). It explores various methods to adapt "foundational" LLMs to specific use cases with enhanced accuracy, reliability, and scalability. Written by over 10 people on our Team at Towards AI and curated by experts from Activeloop, LlamaIndex, Mila, and more, it is a roadmap to the tech stack of the future.
