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> I haven't noticed this behavior in such extreme ways as you. I should have clarified that it really depends on the model. I have had this problem to a greate
by anon373839 3y ago
> I haven't noticed this behavior in such extreme ways as you.
I should have clarified that it really depends on the model. I have had this problem to a greater extent with the GTE and BGE embeddings. But I use them anyway, because they’re so strong overall.
PCA is an interesting idea, and worth looking at.
- whakim 3y agoI've tried PCA (and perhaps more usefully, UMAP) and while can be great for stuff like unsupervised learning, I think the trick is to choose a classifier (as per my comment above) that can do a good job with high-dimensional data.