Add initial QuickStart for Ollama portable zip (#12817)

* Add initial quickstart for Ollama portable zip

* Small fix

* Fixed based on comments

* Small fix

* Add demo image for run ollama

* Update download link

docs/mddocs/Quickstart/README.md

@@ -23,6 +23,7 @@ This section includes efficient guide to show you how to:
 - [Run Dify on Intel GPU](./dify_quickstart.md)
 - [Run llama.cpp with IPEX-LLM on Intel GPU](./llama_cpp_quickstart.md)
 - [Run Ollama with IPEX-LLM on Intel GPU](./ollama_quickstart.md)
+- [Run Ollama Portable Zip on Intel GPU with IPEX-LLM](./ollama_portablze_zip_quickstart.md)
 - [Run Llama 3 on Intel GPU using llama.cpp and ollama with IPEX-LLM](./llama3_llamacpp_ollama_quickstart.md)
 - [Run RAGFlow with IPEX-LLM on Intel GPU](./ragflow_quickstart.md)
 - [Run GraphRAG with IPEX-LLM on Intel GPU](./graphrag_quickstart.md)

docs/mddocs/Quickstart/ollama_portablze_zip_quickstart.md

@@ -0,0 +1,46 @@
+# Run Ollama Portable Zip on Intel GPU with IPEX-LLM
+
+This guide demonstrates how to use **Ollama portable zip** to directly run Ollama on Intel GPU with `ipex-llm` (without the need of manual installations).
+
+> [!NOTE]
+> Currently, IPEX-LLM only provides Ollama portable zip on Windows.
+
+## Table of Contents
+- [Prerequisites](#prerequisitesa)
+- [Step 1: Download and Unzip](#step-1-download-and-unzip)
+- [Step 2: Start Ollama Serve](#step-2-start-ollama-serve)
+- [Step 3: Run Ollama](#step-3-run-ollama)
+
+## Prerequisites
+
+Check your GPU driver version, and update it if needed:
+
+- For Intel Core Ultra processors (Series 2) or Intel Arc B-Series GPU, we recommend updating your GPU driver to the [latest](https://www.intel.com/content/www/us/en/download/785597/intel-arc-iris-xe-graphics-windows.html)
+
+- For other Intel iGPU/dGPU, we recommend using GPU driver version [32.0.101.6078](https://www.intel.com/content/www/us/en/download/785597/834050/intel-arc-iris-xe-graphics-windows.html)
+
+## Step 1: Download and Unzip
+
+Download IPEX-LLM Ollama portable zip from the [link](https://github.com/intel/ipex-llm/releases/download/v2.2.0-nightly/ollama-0.5.4-ipex-llm-2.2.0b20250211.zip).
+
+Then, extract the zip file to a folder.
+
+## Step 2: Start Ollama Serve
+
+Double-click `start-ollama.bat` in the extracted folder to start the Ollama service. A window will then pop up as shown below:
+
+<div align="center">
+  <img src="https://llm-assets.readthedocs.io/en/latest/_images/ollama_portable_start_ollama.png"  width=80%/>
+</div>
+
+
+## Step 3: Run Ollama
+
+You could then use Ollama to run LLMs on Intel GPUs as follows:
+
+- Open "Command Prompt" (cmd), and enter the extracted folder through `cd /d PATH\TO\EXTRACTED\FOLDER`
+- Run `ollama run deepseek-r1:7b` in the "Command Prompt" (you may use any other model)
+
+<div align="center">
+  <img src="https://llm-assets.readthedocs.io/en/latest/_images/ollama_portable_run_ollama.png"  width=80%/>
+</div>