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README.md

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 # ImageQuality-R1-v1
-This is a demo version of ImageQuality-R1 which is trained on the combination of KADID-10K, TID2013, and KONIQ-10K. The base model of ImageQuality-R1 is Qwen2.5-VL-7B-Instruct.
+This is a demo version of VisualQuality-R1 which is trained on the combination of KADID-10K, TID2013, and KONIQ-10K. The base model of VisualQuality-R1 is Qwen2.5-VL-7B-Instruct.
 
 ## Quick Start
 ```python