AI Content Generator Open Source GPT-Neo Transformers EleutherAI

Description

The AI Content Generator: Open Source GPT-Neo Transformers course by EleutherAI is designed to provide students with a comprehensive understanding of using GPT-Neo Transformers to generate high-quality content. GPT-Neo is a state-of-the-art language model that can be utilized for a wide range of applications, including writing articles, generating code snippets, and composing creative pieces.

What You will Learn?

Gain a solid understanding of GPT-Neo architecture and its underlying principles.
Learn how to set up and configure GPT-Neo in a development environment.
Understand the preprocessing techniques required for training data.

Pre-Requisites

Python programming language.

Skills

Proficiency in setting up and configuring GPT-Neo for content generation tasks.
Ability to preprocess and fine-tune data for training GPT-Neo models.
Expertise in generating high-quality and contextually relevant content using GPT-Neo.

SECTION 1: UNDERSTANDING GPT GENERATIVE PRE-TRAINED TRANSFORMERS: GPT-2, GPT-NEO, AND GPT-3
In this section, we will delve into the background and workings of GPT (Generative Pre-Trained) Transformers, with a focus on GPT-2, GPT-Neo, and GPT-3 models. We will explore the evolution of these models, their key features, and the advancements they have brought to the field of natural language generation.
- Getting Started
  00:26:37
- Installing Python Support Libraries, Virtual Environment, PyTorch, Transformers, and HuggingFace AI API
  00:27:47

Tutor: Bertha Kgokong

Software Programmer And Tech Entrepreneur

Software Programmer and Tech Entrepreneur, i have extensive experience in Software Development - end-to-end in most platforms, Business Processes and Entrepreneurship. I am a fully qualified Engineer, with a Bachelors Degree and Masters in Business Administration - with over 17 years of professional experience. I am also an entrepreneur with a couple of award winning ventures and projects in Software Development.