README.md

metadata

license: cc-by-4.0

tokenspace directory

This directory contains utilities for the purpose of browsing the "token space" of CLIP ViT-L/14

Long term goal is to be able to literally browse from word to "nearby" word

generate-embeddings.py

Generates the "embeddings.safetensor" file!

Basically goes through the fullword.json file, and generates a standalone embedding object for each word. Shape of the embeddings tensor, is [number-of-words][768]

fullword.json

This file contains a collection of "one word, one CLIP token id" pairings. The file was taken from vocab.sdturbo.json First all the non- entries were stripped out. Then all the garbage punctuation and foreign characters were stripped out. Finally, the actual was stripped out, for ease of use.