DeepForest model library: Change path extensions to .safetensors and .json

[henrykironde]

No description provided.

[Wauplin]

Hi @henrykironde can you provide more details about this PR? Has anything being changed recently in DeepForest models? Looking at the files in https://huggingface.co/models?library=deepforest, it seems that counting only config.json files would be the way to go. We generally don't want to track downloads on both .safetensors AND .json files as that would count double (a user downloading once the model resulting in multiple counts).

[henrykironde]

@Wauplin thanks for the quick response. I will quote our issue for more details below, weecology/DeepForest#896

The huggingface download stats are almost certainly too low (they currently show 13 downloads in the last month of the tree model. I suspect this is due to our change from a custom download system to the built-in .from_pretrained() combined with our attempts to track downloads.

We submitted code to model-libraries.ts that sets the tracking to occur when .pt and .pl files are downloaded:

• Current code
• Pull request
• Relevant docs

But from_pretained is downloading .safetensors and (I believe) config.json.

So, I suspect this will all 'just work' if we remove the custom code from model-libraries.ts. Alternatively we could change the extensions to .json and .safetensors, but it feels like the default implementation is best if it works.

[Vaibhavs10]

+1, in that case we can just remove the count download rule - which is what we recommend libraries and apps building not the hub to do as well!

[julien-c]

let's get those download numbers up 😁

[pcuenca]

Glad to see this working, @henrykironde @ethanwhite 🚀

A couple of suggestions to improve the visitor experience, in case you have time:

• You can open a PR to this repo to show code snippets for your library that would be shown when users click the "Use this model" button. Something concise like this would be great.
• You can use gradio examples in your demo so visitors can test the models on a few sample images effortlessly. See for example this demo.
• Visual examples in the model cards would also be great.

I just opened a small PR to your repo to clarify that downloads are coming from Hugging Face.

[ethanwhite]

That's more like what we were expecting! Thanks!