Updated MedVAE Download Counts

[ashwinkumargb]

Hi, thanks for updating the download counts for Merlin. I'm trying to do something similar for MedVAE. The files are under a folder called model_weights, but I don't think it matters for path_extension since filepaths are inherently flattened. Please let me know if there are any issues!

[Wauplin]

Hi @ashwinkumargb , thanks for the PR :) Left a comment regarding the download count rule. Having the files in a subfolder is indeed not problematic. However we usually recommend to store 1 model weight per repo instead of having a weights folder with different versions in it. This way you would be able to have a downloadcount "per variant" and not globally. This is only a suggestion on how to structure your models/repos for the library.

In that case if you want to avoid maintaining multiple model cards you can make them all refer to a single repo.

[ashwinkumargb]

Hi @Wauplin, thanks for the quick action! That makes sense to only count ckpt files to avoid double counting!

Got it, I figured one model per repo is the norm and will keep it in mind going forward. In this case, we were thinking of advertising MedVAE as an abstraction for all the models, so thought it would be easier with the huggingface model repo to advertise in the same way. Also, we will be adding more model in future to the same repo and thought this would be easier.

[ashwinkumargb]

@Wauplin Just following up on this PR!

[Wauplin]

Looks good! Thanks for updating :)

Re: multiple models in same repo: Ok for now but keep in mind you can't have granular metrics by doing so.

I'll merge this PR now. Expect 3-4 days before getting analytics live on production