A transformer is a neural network architecture based on self-attention mechanisms. Introduced in 2017, it processes all input tokens simultaneously, enabling superior performance on language and vision tasks.

Why are transformers so important?

Transformers power virtually all modern AI breakthroughs including GPT, BERT, DALL-E, and more. Their parallel processing and attention mechanism enable unprecedented scale and capability.

What's the difference between BERT and GPT?

BERT is bidirectional and excels at understanding tasks like classification and Q&A. GPT is autoregressive and excels at text generation. They represent different approaches to transformer pre-training.

How do I get started with Hugging Face?

Start with the Hugging Face course (free). It covers using pre-trained models, tokenizers, and the Transformers library for tasks like text classification, NER, and question answering.

Transformers

Top Rated in Transformers

Natural Language Processing with Deep Learning

Practical Deep Learning for Coders Part 2: Deep Learning Foundations to Stable Diffusion

NLP Course

All Transformers Courses

NLP Course

Generative AI with Large Language Models

Natural Language Processing with Deep Learning

ChatGPT Prompt Engineering for Developers

Building Systems with the ChatGPT API

Natural Language Processing Specialization

NLP - Natural Language Processing with Transformers in Python

The Complete ChatGPT Guide: Learn Midjourney, ChatGPT & More

Generative AI, LLMs - OpenAI API, LangChain, Hugging Face

Finetuning Large Language Models

Pair Programming with a Large Language Model

Practical Deep Learning for Coders Part 2: Deep Learning Foundations to Stable Diffusion

Diffusion Models Course

Audio Course

Natural Language Processing Nanodegree

Working with the OpenAI API

Prompt Engineering Specialization

Open Source Models with Hugging Face

Quantization Fundamentals with Hugging Face

Building AI Agents with Hugging Face

Prompt Engineering: How to Talk to the AIs

Generative AI: Prompt Engineering Basics

Microsoft Copilot Foundations

Generative AI Nanodegree

Complete Generative AI Course With Langchain and Huggingface

OpenAI Python API Bootcamp: Build AI Apps Fast

Modern Natural Language Processing in Python

Azure OpenAI Service Fundamentals

Open-Source AI Cookbook

LLMOps

Introduction to LLMs in Python

Frequently Asked Questions

Related Topics

Natural Language Processing

Large Language Models

Deep Learning