Update README.md (#1)

- Update README.md (a771c90c1ea0aa1a35756be2c68505b1d3bfcca2)
- Update README.md (25fb0dd11bd0ff882936ef702d0f567fdfa77272)


Co-authored-by: Dariusz Trawinski <dtrawins@users.noreply.huggingface.co>

README.md

@@ -96,6 +96,43 @@ You can find more detaild usage examples in OpenVINO Notebooks:
 - [LLM](https://openvinotoolkit.github.io/openvino_notebooks/?search=LLM)
 - [RAG text generation](https://openvinotoolkit.github.io/openvino_notebooks/?search=RAG+system&tasks=Text+Generation)
 
+## Running Model with OpenAI client and [OpenVINO Model Server](https://github.com/openvinotoolkit/model_server)
+
+1a. Deploy model on Windows using [binary package](https://docs.openvino.ai/ovms_baremetal):
+```
+ovms.exe --rest_port 8000 --source_model OpenVINO/Qwen3-Coder-30B-A3B-Instruct-int4-ov --model_repository_path models --tool_parser qwen3coder --target_device GPU --cache_size 2 --task text_generation
+```
+1b. Deploy model in a Docker container:
+```
+docker run -d --user $(id -u):$(id -g) --rm -p 8000:8000 -v $(pwd)/models:/models --device /dev/dri --group-add=$(stat -c "%g" /dev/dri/render* | head -n 1) openvino/model_server:latest-gpu \
+--rest_port 8000 --model_repository_path /models --source_model OpenVINO/Qwen3-Coder-30B-A3B-Instruct-int4-ov --tool_parser qwen3coder --target_device GPU --task text_generation
+```
+2. Install the client library:
+
+```
+pip install openai
+```
+3. Run the client:
+```
+from openai import OpenAI
+client = OpenAI(
+  base_url="http://localhost:8000/v3",
+  api_key="unused"
+)
+
+stream = client.chat.completions.create(
+    model="OpenVINO/Qwen3-Coder-30B-A3B-Instruct-int4-ov",
+    messages=[{"role": "user", "content": "Hello."}],
+    stream=True,
+    tools=[],
+)
+for chunk in stream:
+    if chunk.choices[0].delta.content is not None:
+        print(chunk.choices[0].delta.content, end="")
+```
+
+Also check how to use this model in an agentic flow with function calling, as shown in the [agentic demo](https://docs.openvino.ai/ovms_batching).
+
 ## Limitations
 
 Check the original [model card](https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct) for limitations.