TY  - BOOK
AU  - Alammar Jay
AU  - grootendorst Marteen
TI  - Hands-On Large Language Models: Language Understanding and Generation
SN  - 9789355425522
U1  - 006.32 
PY  - 2024///
CY  - Mumbai
PB  - Shroff Publishers and Distribution
KW  - LLM
N1  - 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
ER  -