Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Not the ideal method. I spent quite a while battling with the different ways of having multiple collate functions and whatnot. Actually it's possible that at the end of all, I didn't need different collate functions. Just transform functions and embedding functions.
Currently, it's a bit tragic as for OpenCLIP models, we only encode them one at a time. model.encode_image takes a singular image. With some time spent hacking around at the internals, the issue can be resolved.