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README.md

@@ -73,8 +73,8 @@ PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vi
 
 ## News 
 
-* ```2025.11.04``` 🥳 PaddleOCR-VL-0.9B is now officially supported on `vLLM`.
-* ```2025.10.29``` Supports calling the core module PaddleOCR-VL-0.9B of PaddleOCR-VL via the `transformers` library.
+* ```2025.11.04``` <img src="https://avatars.githubusercontent.com/u/136984999?s=48&v=4" width="18"/> PaddleOCR-VL-0.9B is now officially supported on `vLLM` .
+* ```2025.10.29``` <img src="https://avatars.githubusercontent.com/u/25720743?s=48&v=4" width="18"/> Supports calling the core module PaddleOCR-VL-0.9B of PaddleOCR-VL via the `transformers` library.
 * ```2025.10.16``` 🚀 We release [PaddleOCR-VL](https://github.com/PaddlePaddle/PaddleOCR), — a multilingual documents parsing via a 0.9B Ultra-Compact Vision-Language Model with SOTA performance.
 
 ## Usage    
@@ -118,7 +118,7 @@ for res in output:
 
     You can start the vLLM inference service using one of two methods:
 
-    - Method1: PaddleOCR method
+    - Method 1: PaddleOCR method
 
         ```bash
         docker run \
@@ -129,7 +129,7 @@ for res in output:
             paddleocr genai_server --model_name PaddleOCR-VL-0.9B --host 0.0.0.0 --port 8080 --backend vllm
         ```
 
-    - Method2: vLLM method
+    - Method 2: vLLM method
 
         [vLLM: PaddleOCR-VL Usage Guide](https://docs.vllm.ai/projects/recipes/en/latest/PaddlePaddle/PaddleOCR-VL.html)