This is an abstract from a research paper called “Plain English Papers” New AI model processes text 4 times faster while using 75% less memory. If you like this kind of analysis, you should join AImodels.fyi or follow us twitter.
Overview
- introduce Fast dual encodera new bidirectional transformer model
- Training and inference are 4x faster than BERT-style models
- Supports longer context windows, up to 8K tokens
- 75% less memory used during training and inference
- Maintain comparable accuracy to traditional models
simple english explanation
Imagine trying to read a book, but you can only read one word at a time – slow and inefficient, right? This is how many of today’s artificial intelligence models work. Fast dual encoder Change this setting via lo…