Improve model card with pipeline tag and library name

README.md

@@ -1,3 +1,70 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+pipeline_tag: image-text-to-text
+library_name: transformers
+---
+
+# Don't Look Only Once: Towards Multimodal Interactive Reasoning with Selective Visual Revisitation  
+
+<p align="left">
+    <a href='https://jiwanchung.github.io/' target='_blank'>Jiwan Chung<sup>*</sup></a>&emsp;
+    <a href='https://junhyeok.kim/' target='_blank'>Junhyeok Kim<sup>*</sup></a>&emsp;
+    <a href='https://scholar.google.com/citations?user=w3hOuRoAAAAJ' target='_blank'>Siyeol Kim</a>&emsp;
+    <a href='https://jaeyoung-l.github.io/' target='_blank'>Jaeyoung Lee</a>&emsp;
+    <a href="https://scholar.google.com/citations?user=Og3gN_AAAAAJ" target='_blank'>Minsoo Kim</a>&emsp;
+    <a href='https://mirlab.yonsei.ac.kr/' target='_blank'>Youngjae Yu</a>
+</p>
+
+[![arXiv](https://img.shields.io/badge/arXiv-2505.18842-b31b1b.svg)](https://arxiv.org/abs/2505.18842) [![HuggingFace](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-kjunh/v1--7B-FFD21E)](https://huggingface.co/kjunh/v1-7B)
+
+<p align="center">
+  <img src="assets/figure.png">
+</p>
+
+## Installation
+```bash
+conda create -n v1 python=3.10 -y
+conda activate v1
+pip install -r requirements.txt
+pip install flash-attn --no-build-isolation
+```
+
+## Demo
+
+### Gradio Web UI
+Highly Recommended as the copy tokens are displayed on image.
+
+<p align="center">
+  <img src="assets/demo.png">
+</p>
+
+```bash
+python run_gradio.py
+```
+
+### Inference
+```bash
+python inference.py
+```
+The script uses a default image URL and text prompt. To use your own inputs, you can modify the `image` variable within the `messages` list and the `text` field for the user prompt.
+
+## Coming Soon
+- [x] Inference code
+- [ ] Training data
+- [ ] Evaluation code
+- [ ] Training code
+
+
+## Citation
+If you find our work valuable, please cite:
+```bibtex
+@misc{chung2025dontlookoncemultimodal,
+      title={Don't Look Only Once: Towards Multimodal Interactive Reasoning with Selective Visual Revisitation}, 
+      author={Jiwan Chung and Junhyeok Kim and Siyeol Kim and Jaeyoung Lee and Min Soo Kim and Youngjae Yu},
+      year={2025},
+      eprint={2505.18842},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2505.18842}, 
+}
+```