Update README.md

README.md

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 # MonoQwen2-VL-2B-LoRA-Reranker
 
 ## Model Overview
-The **MonoQwen2-VL-2B-LoRA-Reranker** is a fine-tuned version of the Qwen2-VL-2B model, optimized for reranking image-query relevance. It is built to process visual and text data and generate binary relevance scores. This model can be used in scenarios where reranking image relevance is crucial, such as document analysis and image-based search tasks.
+The **MonoQwen2-VL-2B-LoRA-Reranker** is a fine-tuned version of the Qwen2-VL-2B model, optimized for reranking image-query relevance.
 
 ## How to Use the Model
 Below is a quick example to rerank a single image against a user query using this model: