Release ModernNCA and TALENT datasets on Hugging Face

[NielsRogge]

Hi @6sy666 🤗

Niels here from the open-source team at Hugging Face. I discovered your work on Arxiv and was wondering whether you would like to submit it to hf.co/papers to improve its discoverability.If you are one of the authors, you can submit it at https://huggingface.co/papers/submit.

The paper page lets people discuss about your paper and lets them find artifacts about it (your models, datasets or demo for instance), you can also claim the paper as yours which will show up on your public profile at HF, add Github and project page URLs.

It'd be great to make the ModernNCA checkpoint and TALENT datasets available on the 🤗 hub, to improve their discoverability/visibility. We can add tags so that people find them when filtering https://huggingface.co/models and https://huggingface.co/datasets.

Uploading models

See here for a guide: https://huggingface.co/docs/hub/models-uploading.

In this case, we could leverage the PyTorchModelHubMixin class which adds from_pretrained and push_to_hub to any custom nn.Module. Alternatively, one can leverages the hf_hub_download one-liner to download a checkpoint from the hub.

We encourage researchers to push each model checkpoint to a separate model repository, so that things like download stats also work. We can then also link the checkpoints to the paper page.

Uploading dataset

Would be awesome to make the dataset available on 🤗 , so that people can do:

from datasets import load_dataset

dataset = load_dataset("your-hf-org-or-username/your-dataset")

See here for a guide: https://huggingface.co/docs/datasets/loading.

Besides that, there's the dataset viewer which allows people to quickly explore the first few rows of the data in the browser.

Let me know if you're interested/need any help regarding this!

Cheers,

Niels ML Engineer @ HF 🤗

[6sy666]

Dear @NielsRogge,

Thank you for reaching out and for your interest in our work! We are excited about the opportunity to share our research and resources on Hugging Face. We will be uploading ModernNCA and TALENT datasets to the Hugging Face Hub soon. We appreciate your guidance and support in making our work more accessible to the community!

Best regards, Si-Yang Liu

[NielsRogge]

Great! Feel free to keep this issue open so we can track it

[Yinhuaihong]

Dear @NielsRogge,

Thank you for your interest in our work and for your guidance on uploading datasets and models to Hugging Face.

We're writing to let you know that we have now uploaded the TALENT dataset to the Hugging Face Hub. You can find it here: https://huggingface.co/datasets/LAMDA-Tabular/TALENT

We appreciate your support!

[NielsRogge]

Great, thank you!

As for next steps, if you mention https://huggingface.co/papers/2407.04057 in the dataset card, it will be automatically linked to the paper page.

You can also claim the paper as yours with your HF account and add the Github URL.

[Yinhuaihong]

Thanks for your reminder! We have already mentioned the paper link in the dataset card.

[NielsRogge]

Hmm weird, it's not showing up at https://huggingface.co/papers/2407.04057.

It seems that it's linked to a different paper: https://huggingface.co/papers/2407.00956