Release Φ-ROM JAX implementation and models on Hugging Face #2
Description
Hi @nimahsn 🤗
I'm Niels and work as part of 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 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.
Your paper "Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers" mentions an "open-source JAX implementation... available at this https URL", and I found your GitHub repository at https://github.com/phi-rom/PhiROM. Currently, the README is minimal, and we'd love to help make your full code and any associated pre-trained models/checkpoints visible on https://huggingface.co/models!
Hosting on Hugging Face will give you more visibility/enable better discoverability. We can add tags in the model cards so that people find the models easier, link it to the paper page, etc.
If you're down, leaving a guide here. For custom JAX models, you can directly upload the files (e.g., parameters saved as .msgpack or .safetensors) and provide instructions on how to use them with hf_hub_download (https://huggingface.co/docs/huggingface_hub/en/guides/download#download-a-single-file).
After uploaded, we can also link the models to the paper page (read here) so people can discover your model.
You can also build a demo for your model on Spaces, we can provide you a ZeroGPU grant, which gives you A100 GPUs for free.
Let me know if you're interested/need any guidance :)
Kind regards,
Niels