Why does my embeding projector chart is different?

I don’t understand why does my embeding projector chart is so different than one which was shown in the video? I understand that when generating models, it can produce different weights, but they are not even close to be similar… is it ok?


As long as you ran the notebook and downloaded the vecs and meta tsv files, I wouldn’t worry too much about the overall structure. Here’s the visualization on my run:

The point to pay attention is that words that are similar will appear closer than words that are dissimilar. For instance, words like worst and awful will be a lot closer than worst and fantastic. Please see the images below: