fix bug html

app.py

@@ -85,8 +85,7 @@ def process_img (image, prompt):
 
 
 title = "InstructIR ✏️🖼️ 🤗"
-description = ''' 
-## [High-Quality Image Restoration Following Human Instructions](https://arxiv.org/abs/2401.16468)
+description = ''' ## [High-Quality Image Restoration Following Human Instructions](https://arxiv.org/abs/2401.16468)
 
 [Marcos V. Conde](https://mv-lab.github.io/), [Gregor Geigle](https://scholar.google.com/citations?user=uIlyqRwAAAAJ&hl=en), [Radu Timofte](https://scholar.google.com/citations?user=u3MwH5kAAAAJ&hl=en)
 
@@ -110,15 +109,15 @@ You can also try general image enhancement prompts (e.g., "retouch this image",
 
 **Datasets:** We use these datasets BSD100, BSD68, Urban100, WED, Rain100, Aobe MIT5K, LOL, GoPro, SOTS (haze). This demo expects an image with some degradations (blur, noise, rain, low-light, haze).
 <br>
-```
+
+<code>
 @article{conde2024high,
   title={High-Quality Image Restoration Following Human Instructions},
   author={Conde, Marcos V and Geigle, Gregor and Timofte, Radu},
   journal={arXiv preprint arXiv:2401.16468},
   year={2024}
 }
-
-```
+</code>
 <br>
 '''