by Amit Shekhar · 27 August 2026
How do RNNs and Transformers differ?
How RNNs and Transformers differ. These are the two main ways a computer reads a sequence like a sentence, and we will learn why one of them reads word by word, why the other reads everything at once, and when to use which one.
Read on Outcome School ↗then come back to lock it in
Before you read, guessDescribe the sequential processing and memory limitations of RNNs.
Ten seconds, a guess, then read — a wrong guess still makes the answer stick.
What this article covers
- What both of them are for
- What is an RNN?
- The problem with an RNN
- What is a Transformer?
- The key difference in one line
- RNN vs Transformer side by side
- Let's tabulate the difference
- When to use which one?
- Summary
The article lives on outcomeschool.com. Read it there, then come back: the tutor in the margin has read it and will answer questions, and the questions below check what stayed.