Add hf_hub_download

[NielsRogge]

Hi @beichenzbc, congrats on getting Long-CLIP accepted to ECCV! Indexed the paper page here: https://huggingface.co/papers/2403.15378.

This PR improves the README by showcasing how to use hf_hub_download to download a checkpoint from the hub.

Note: I've also opened PR's to add model cards:

• https://huggingface.co/BeichenZhang/LongCLIP-L/discussions/3
• https://huggingface.co/BeichenZhang/LongCLIP-L-336px/discussions/1

These link the models to the paper page. Would be great to update the other 2 models as well.

Note: we could also make download stats work for your models, by following this: https://huggingface.co/docs/hub/models-download-stats.

Cheers!

Niels, ML Engineer at HF