Optimize docs

docs/version3.x/pipeline_usage/PaddleOCR-VL.en.md

@@ -267,7 +267,7 @@ PaddleOCR-VL currently provides multiple inference methods, and the supported in
 > >  - Common GPUs with CC ≥ 8 include RTX 30/40/50 series and A10/A100, etc. For more models, refer to [CUDA GPU Compute Capability](https://developer.nvidia.com/cuda-gpus)
 > - vLLM compatibility note: Although vLLM can be launched on NVIDIA GPUs with CC 7.x such as T4/V100, timeout or OOM issues may occur, and its use is not recommended.
 > - vLLM, SGLang, and FastDeploy cannot run natively on Windows. Please use the Docker images we provide.
-> - Due to dependency conflicts between different libraries, when using mixed inference methods like Transformers + vLLM, the layout detection model and VLM service must be deployed in different environments.
+> - Due to dependency conflicts between different libraries, when using mixed inference methods like Transformers + vLLM, it is recommended to deploy the layout detection model and VLM service in different environments.
 
 ## 1. Environment Preparation
 
@@ -311,10 +311,10 @@ docker load -i paddleocr-vl-latest-nvidia-gpu-offline.tar
 # After that, you can use `docker run` to start the container on the offline machine
 ```
 
-The image comes preinstalled with the PaddlePaddle framework and does not include any other inference engines.
+The image comes preinstalled with the PaddlePaddle framework and does not include any other inference engines. If you want to use other inference engines, it is recommended to install them manually using Method 2 (it is not recommended to install them in an environment where the PaddlePaddle framework is preinstalled).
 
 > TIP:
-> Images with the `latest-xxx` tag correspond to the latest version of PaddleOCR. If you want to use a specific version of the PaddleOCR image, you can replace `latest` in the tag with the desired version number: `paddleocr<major>.<minor>`.
+> Images with the `latest-xxx` tag correspond to the latest version. If you want to use a specific version of the image, you can replace `latest` in the tag with the desired PaddleOCR version number: `paddleocr<major>.<minor>`.
 > For example:
 > `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddleocr-vl:paddleocr3.3-nvidia-gpu-offline`