Remix.run Logo
Playing with Vision Embeddings(prestonbjensen.com)
36 points by prestoj 3 days ago | 3 comments
jcattle an hour ago | parent [-]

Very nice visualizations, thanks for that!

One thing I still struggle with in my head is how these vision embeddings can then be used to give LLMs eyes.

Because you somehow need a giant training set which describes images in natural language, no? Is that actually how it works, or is there some smart trick so you don't need to pay labellers a bunch of money to look at pictures and describe them.

dilyevsky 43 minutes ago | parent [-]

> Because you somehow need a giant training set which describes images in natural language, no?

That's definitely one way - they train a text encoder together with an image encoder on a labelled set of images. WL & 3b1b made a nice video on it: https://www.youtube.com/watch?v=iv-5mZ_9CPY

jcattle 11 minutes ago | parent [-]

Thanks I'll check out that video