Update app.py

app.py

@@ -176,15 +176,14 @@ examples = [
 ]
 output_labels = ["Segmentation Output"]
 
-title = "LISA: Reasoning Segmentation via Large Language Model"
+title = "LISA-AVS: LISA 7B Model Finetuned on AVS-Bench Dataset"
 
 description = """
 <font size=4>
-This is an adapted version of the online demo for LISA, where we pretrained the LISA model with data from AVS-Bench (Search-TTA). \n
+Note: This is an adapted version of the online demo for LISA, where we finetune from scratch the LISA model (7B) with data from AVS-Bench (Search-TTA). \n
 If multiple users are using it at the same time, they will enter a queue, which may delay some time. \n
 **Note**: **Different prompts can lead to significantly varied results**. \n
 **Note**: Please try to **standardize** your input text prompts to **avoid ambiguity**, and also pay attention to whether the **punctuations** of the input are correct. \n
-**Note**: Current model is **LISA-13B-llama2-v0-explanatory**, and 4-bit quantization may impair text-generation quality. \n
 **Usage**: <br>
 &ensp;(1) To let LISA **segment something**, input prompt like: "Can you segment xxx in this image?", "What is xxx in this image? Please output segmentation mask."; <br>
 &ensp;(2) To let LISA **output an explanation**, input prompt like: "What is xxx in this image? Please output segmentation mask and explain why."; <br>
@@ -195,12 +194,17 @@ Hope you can enjoy our work!
 
 article = """
 <p style='text-align: center'>
-<a href='https://arxiv.org/abs/2308.00692' target='_blank'>
-Preprint Paper
+<a href='https://search-tta.github.io/' target='_blank'>
+Search-TTA
 </a>
 \n
 <p style='text-align: center'>
-<a href='https://github.com/dvlab-research/LISA' target='_blank'>   Github Repo </a></p>
+<a href='https://huggingface.co/datasets/derektan95/avs-bench' target='_blank'>
+AVS-Bench
+</a>
+\n
+<p style='text-align: center'>
+<a href='https://github.com/dvlab-research/LISA' target='_blank'> LISA Project </a></p>
 """