Understanding language.
Words become numbers, and numbers become meaning. All the way to language models that answer even in airplane mode.
-
05.01
Words become numbers
16 min
Tokens and embeddings. Why "cat" ends up close to "kitty" and far from "bolt".
-
05.02
Classifying and searching text on the phone
22 min
A small model that understands what sentences mean. You train a command classifier of your own and search your notes by meaning. Lab, Text input
-
05.03
A language model in your pocket
20 min
Parameters, bits, memory and tokens per second. Which model fits in your phone and what it can really do. Does it fit in my phone?
-
05.04
Models that see and speak
14 min
Small models that describe a photo or answer a question about an image. Where they work and where they go wrong.
The course review → The key concepts and new questions, once you've finished the lessons.