Hands-On Large Language Models Language Understanding and Generation

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Material type: Text

TextPublication details: Shroff Publishers and Distribution Mumbai 2024Description: 403pISBN:

9789355425522

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DDC classification:

006.32 ALA/H

List(s) this item appears in: New Arrivals

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Holdings
Item type	Current library	Call number	Copy number	Status	Barcode
Reference	IIIT Kottayam Central Library Reference	006.32 ALA/H (Browse shelf(Opens below))		Not For Loan	2919
Books	IIIT Kottayam Central Library General Stacks	006.32 ALA/H (Browse shelf(Opens below))	1	Available	2920
Books	IIIT Kottayam Central Library General Stacks	006.32 ALA/H (Browse shelf(Opens below))	2	Available	2921

Total holds: 0

Understand the architecture of Transformer language models that excel at text generation and representation
Build advanced LLM pipelines to cluster text documents and explore the topics they cover
Build semantic search engines that go beyond keyword search, using methods like dense retrieval and rerankers
Explore how generative models can be used, from prompt engineering all the way to retrieval-augmented generation
Gain a deeper understanding of how to train LLMs and optimize them for specific applications using generative model fine-tuning, contrastive fine-tuning, and in-context learning

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