to be able to support newer models, ie google/siglip2, transformers 4.51.3 - as shown in #581 - has to be used in the project.

since my code modification seems to work perfectly, I wanted to share the diffs of the 4 files I changed in infinity_emb and ask if ingesting this into the main code is an option? diffs attached to this post
diffs_transformers4.51.3.zip