KEEP Host model on HF

Hi,

Niels here from the open-source team at Hugging Face. I discovered your work through the paper page: https://huggingface.co/papers/2408.05205 (feel free to claim the paper so that it appears under your HF account!).

To improve the discoverability of your work, it would be great to make the models available on the 🤗 hub (along with tags like video-super-resolution which allows people to find it).

See here for a guide: https://huggingface.co/docs/hub/models-uploading. In this case, the PyTorchModelHubMixin might be useful given it's a custom PyTorch model.

Let me know if you need any help regarding this!

Cheers,

Niels ML Engineer @ HF 🤗

Aug 12 '24 10:08 NielsRogge

Thanks for the suggestion. We are working on the hugging demo.

Aug 27 '24 03:08 jnjaby

Hi @NielsRogge ,

I have made a gradio demo and uploaded to huggingface at https://huggingface.co/spaces/rcfeng/KEEP. But I found it much slower than running locally. Do you have any suggestion?

May 14 '25 05:05 jnjaby

It seems to be running on CPU. Do you require a GPU?

May 14 '25 08:05 NielsRogge

Sure, that would be great for more people to try it on their own videos.

May 15 '25 08:05 jnjaby

You can apply for a free grant for ZeroGPU here: https://huggingface.co/docs/hub/en/spaces-gpus#community-gpu-grants

May 15 '25 09:05 NielsRogge

Thanks. I've opened a discussion at https://huggingface.co/spaces/rcfeng/KEEP/discussions/1.

May 15 '25 11:05 jnjaby

Great! Btw I noticed all models are on Github: https://github.com/jnjaby/KEEP/releases/tag/v1.0.0

Would be nice to make them available in one or multiple model repositories on the hub, we could link them to your paper: https://huggingface.co/papers/2408.05205

May 15 '25 16:05 NielsRogge

Also, the synthetic dataset is on Google Drive I see, would be great to enhance discoverability/ease of access on the hub! Happy to help. Here's a guide: https://huggingface.co/docs/datasets/en/image_dataset

May 15 '25 16:05 NielsRogge