发帖
雷达卡
by Sinan Ozdemir
Book description
The Quick Start Guide to Large Language Models: Strategies and Best Practices for using ChatGPT and Other LLMs is a practical guide to the use of LLMs in NLP. It provides an overview of the key concepts and techniques used in LLMs and explains how these models work and how they can be used for various NLP tasks. The book also covers advanced topics, such as fine-tuning, alignment, and information retrieval while providing practical tips and tricks for training and optimizing LLMs for specific NLP tasks.
Topics covered:
Coding with Large Language Models (LLMs)
Overview of using proprietary models
OpenAI, Embeddings, GPT3, and ChatGPT
Vector databases and building a neural/semantic information retrieval system
Fine-tuning GPT3 with custom examples
Prompt engineering with GPT3 and ChatGPT
Advanced prompt engineering techniques
Building a recommendation engine
Combining Transformers
Deploying custom LLMs to the cloud
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