diff --git a/README.md b/README.md
index 7855512..1677412 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # ollama-intel-gpu
 
-Using Ollama for Intel based GPUs is not as straight forward as other natively Ollama supported platforms.  As a workaround, this repo provides a quick sample showing the use of Ollama built with support for Intel ARC GPU based from the information provided by the references bellow.  Run the recently released [Meta llama3](https://llama.meta.com/llama3) or [Microsoft phi3](https://news.microsoft.com/source/features/ai/the-phi-3-small-language-models-with-big-potential) models on your local Intel ARC GPU based PC using Linux or Windows WSL2.
+This repo illlustrates the use of Ollama with support for Intel ARC GPU based via SYCL.  Run the recently released [Meta llama3.1](https://llama.meta.com/) or [Microsoft phi3](https://news.microsoft.com/source/features/ai/the-phi-3-small-language-models-with-big-potential) models on your local Intel ARC GPU based PC using Linux or Windows WSL2.
 
 ## Screenshot
 ![screenshot](doc/screenshot.png)
@@ -18,7 +18,7 @@ Linux:
 ```bash
 $ git clone https://github.com/mattcurf/ollama-intel-gpu
 $ cd ollama-intel-gpu
-$ docker-compose up 
+$ docker compose up 
 ```
 
 Windows WSL2:
@@ -28,11 +28,8 @@ $ cd ollama-intel-gpu
 $ docker-compose -f docker-compose-wsl2.yml up 
 ```
 
-Then launch your web browser to http://localhost:3000 to launch the web ui.  Create a local OpenWeb UI credential, then click the settings icon in the top right of the screen, then select 'Models', then click 'Show', then download a model like 'llama3:8b-instruct-q8_0' for Intel ARC A770 16GB VRAM
-
-# Known issues
-* Little effort has been made to prune the packages pulled into the Ollama docker image for Intel GPU
+Then launch your web browser to http://localhost:3000 to launch the web ui.  Create a local OpenWeb UI credential, then click the settings icon in the top right of the screen, then select 'Models', then click 'Show', then download a model like 'llama3.1:8b-instruct-q8_0' for Intel ARC A770 16GB VRAM
 
 # References
-* https://dgpu-docs.intel.com/driver/client/overview.html 
-* https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/ollama_quickstart.html 
+* https://github.com/ollama/ollama/issues/1590
+* https://github.com/ollama/ollama/pull/3278