[Releases] [cherry-pick] OpenWebUI whisper device change

demos/integration_with_OpenWebUI/README.md

@@ -363,7 +363,7 @@ mcpo --port 9000 -- python -m mcp_weather_server
 
 ## Using Web Search
 
-### Step 1: Configure WebSearch
+### Step 1: Configure Web Search
 
 1. Go to **Admin Panel** → **Settings** → **Web Search**
 2. Enable **Web Search**
@@ -474,19 +474,22 @@ Next, download and add to config model for transcription:
 :::{tab-item} Windows
 :sync: Windows
 ```bat
-ovms.exe --pull --source_model OpenVINO/whisper-base-fp16-ov --model_repository_path models --task speech2text
+ovms.exe --pull --source_model OpenVINO/whisper-base-fp16-ov --model_repository_path models --task speech2text --target_device GPU
 ovms.exe --add_to_config --config_path  models\config.json --model_path OpenVINO\whisper-base-fp16-ov --model_name OpenVINO/whisper-base-fp16-ov
 ```
 :::
 :::{tab-item} Linux (using Docker)
 :sync: Linux
 ```bash
-docker run --rm -u $(id -u):$(id -g) -v $PWD/models:/models openvino/model_server:2026.1-gpu --pull --source_model OpenVINO/whisper-base-fp16-ov --model_repository_path /models --task speech2text
+docker run --rm -u $(id -u):$(id -g) --device /dev/dri --group-add=$(stat -c "%g" /dev/dri/render* | head -n 1) -v $PWD/models:/models openvino/model_server:2026.1-gpu --pull --source_model OpenVINO/whisper-base-fp16-ov --model_repository_path /models --task speech2text --target_device GPU
 docker run --rm -u $(id -u):$(id -g) -v $PWD/models:/models openvino/model_server:2026.1-gpu --add_to_config --config_path /models/config.json --model_path OpenVINO/whisper-base-fp16-ov --model_name OpenVINO/whisper-base-fp16-ov
 ```
 :::
 :::: 
 
+> **Note:** Family of Whisper models (except Whisper-large) can be also deployed on NPU or CPU devices by just changing the --target_device parameter.
+
+
 ### Step 2: Audio Settings
 
 1. Go to **Admin Panel** → **Settings** → **Audio**