fix: text cleanup

Signed-off-by: ivelin <ivelin.eth@gmail.com>

app.py

@@ -115,7 +115,7 @@ def process_refexp(image: Image, prompt: str):
 
 
 title = "Demo: Donut 🍩 for UI RefExp (by GuardianUI)"
-description = "Gradio Demo for Donut RefExp task, an instance of `VisionEncoderDecoderModel` fine-tuned on UIBert RefExp Dataset (UI Referring Expression). To use it, simply upload your image and type a question and click 'submit', or click one of the examples to load them. Read more at the links below."
+description = "Gradio Demo for Donut RefExp task, an instance of `VisionEncoderDecoderModel` fine-tuned on [UIBert RefExp](https://huggingface.co/datasets/ivelin/ui_refexp_saved) Dataset (UI Referring Expression). To use it, simply upload your image and type a prompt and click 'submit', or click one of the examples to load them. Read more at the links below."
 article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2111.15664' target='_blank'>Donut: OCR-free Document Understanding Transformer</a> | <a href='https://github.com/clovaai/donut' target='_blank'>Github Repo</a></p>"
 examples = [["example_1.jpg", "select the setting icon from top right corner"],
             ["example_1.jpg", "click on down arrow beside the entertainment"],
@@ -142,7 +142,8 @@ demo = gr.Interface(fn=process_refexp,
                     description=description,
                     article=article,
                     examples=examples,
-                    cache_examples=True
+                    # caching examples inference takes too long to start space after app change commit
+                    cache_examples=False
                     )
 
 demo.launch()