MTI TEK
Home
About
LLMs
Docker
Kubernetes
Java
All Resources
Large Language Models (LLMs)
In this tutorial, I focus only on CPU-based LLM development, which is well-suited for learning and experimentation.
Introduction
Installation
Running Models
Tokenization
Embeddings
Text Classification
Text Clustering
Topic Modeling
Semantic Search
Retrieval-Augmented Generation (RAG)
Prompt Engineering
Appendix
Python
References
Books
Hands-On Large Language Models
Authors:
Jay Alammar, Marten Grootendorst
Publisher:
O'Reilly Media (September 2024)
ISBN:
978-1098150969
Generative AI in Action
Authors:
Amit Bahree
Publisher:
Manning (October 2024)
ISBN:
978-1633436947
Building LLM Powered Applications
Authors:
Valentina Alto
Publisher:
Packt Publishing (May 2024)
ISBN:
978-1835462317