Hi @AlenjandroWang 🤗
I'm Niels and work as part of the open-source team at Hugging Face. I discovered your work through Hugging Face's daily papers as yours got featured: https://huggingface.co/papers/2602.02437.
The paper page lets people discuss about your paper and lets them find artifacts about it. It's fantastic to see that you've already hosted the UniReason 1.0 model checkpoints on the hub (https://huggingface.co/Alex11556666/UniReason)! This will definitely help with the discoverability of your work.
I noticed in your GitHub README that the reasoning-centric dataset (~300k samples) used for training is currently marked as "Coming Soon". Would you like to host this dataset on https://huggingface.co/datasets once it is ready for release?
Hosting on Hugging Face will give the data more visibility/enable better discoverability, and will also allow people to easily load it via the datasets library:
from datasets import load_dataset
dataset = load_dataset("your-hf-org-or-username/unireason-dataset")If you're down, leaving a guide here: https://huggingface.co/docs/datasets/loading. We also support Webdataset, which is very useful for image-related datasets. Besides that, there's the dataset viewer which allows people to quickly explore the data samples and reasoning chains directly in the browser.
After uploaded, we can also link the dataset to the paper page so people can discover your work in one place.
Let me know if you're interested or need any guidance!
Kind regards,
Niels
Hi @AlenjandroWang 🤗
I'm Niels and work as part of the open-source team at Hugging Face. I discovered your work through Hugging Face's daily papers as yours got featured: https://huggingface.co/papers/2602.02437.
The paper page lets people discuss about your paper and lets them find artifacts about it. It's fantastic to see that you've already hosted the UniReason 1.0 model checkpoints on the hub (https://huggingface.co/Alex11556666/UniReason)! This will definitely help with the discoverability of your work.
I noticed in your GitHub README that the reasoning-centric dataset (~300k samples) used for training is currently marked as "Coming Soon". Would you like to host this dataset on https://huggingface.co/datasets once it is ready for release?
Hosting on Hugging Face will give the data more visibility/enable better discoverability, and will also allow people to easily load it via the
datasetslibrary:If you're down, leaving a guide here: https://huggingface.co/docs/datasets/loading. We also support Webdataset, which is very useful for image-related datasets. Besides that, there's the dataset viewer which allows people to quickly explore the data samples and reasoning chains directly in the browser.
After uploaded, we can also link the dataset to the paper page so people can discover your work in one place.
Let me know if you're interested or need any guidance!
Kind regards,
Niels