دانلود کتاب GPT-3 – ساخت محصولات NLP نوآورانه با استفاده از مدل های زبان بزرگ

GPT-3, or Generative Pre-trained Transformer 3, is a transformer-based large language model developed by OpenAI. It consists of a staggering 175 billion parameters. Anyone can access this large language model via the OpenAI API, a simple-to-use “text-in, text-out” user interface, without any technical prerequisites. This is the first time in history that an AI model as big as GPT-3 has been remotely hosted and made available to the general public with a simple API call. This new mode of access is called model-as-a-service. Because of this unprecedented access, many people, including the authors of this book, see GPT-3 as a first step toward democratizing artificial intelligence (AI). With the introduction of GPT-3, it is easier than ever before to build AI applications. This book will show you how easy it is to get started with the OpenAI API. Also, we’ll introduce you to innovative ways to leverage this tool for your use case. We’ll look at successful start-ups built on top of GPT-3 and corporations leveraging it in their product landscape, and examine problems and potential future trends in its development. This book is intended for people from all backgrounds, not just technical professionals. It should be useful to you if you are: • A data professional looking to gain skills in AI • An entrepreneur who wants to build the next big thing in the AI space • A corporate leader who wants to upgrade their AI knowledge and use it to drive key decisions • A writer, podcaster, social media manager, or other language-based creator working with language who wants to leverage GPT-3’s language capabilities for creative purposes • Anyone with an AI-based idea that once seemed technically impossible or too expensive to develop The first part of the book covers the foundations of the OpenAI API. In the second part of the book, we explore the colorful ecosystem that has organically evolved around GPT-3.