diff --git a/README.md b/README.md
index 798c0e951..ee9babde6 100644
--- a/README.md
+++ b/README.md
@@ -157,6 +157,40 @@ This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp)
 
 ## Installation
 
+### Ubuntu quck start
+
+```
+sudo apt install ccache clang libomp-dev
+sudo swapoff -a
+
+git clone --recursive https://github.com/microsoft/BitNet.git
+cd BitNet/
+
+gguf="ggml-model-i2_s.gguf"
+mdir="models/BitNet-b1.58-2B-4T"
+url="https://huggingface.co/microsoft/bitnet-b1.58-2B-4T-gguf"
+link="$url/resolve/main/$gguf"
+modprm="$mdir/$gguf"
+
+mkdir -p $mdir && wget -c "$link" -O $modprm
+{ python3 -m pip install --upgrade pip; pip install -r requirements.txt; }\
+ | grep -ve "^Requirement already satisfied:"
+python3 setup_env.py -md $mdir -q i2_s
+cmake --build build --config Release
+
+export PATH="$PATH:$PWD/build/bin/"
+sysprompt="You are a helpful assistant"
+python3 run_inference.py -m $modprm -p "$sysprompt" -cnv --temp 0.3 -t $(nproc)
+
+# Alternative with a file prompt and sepcific parameters
+tempr="--temp 0.3 --dynatemp-range 0.1 --no-warmup"
+file_prompt=${file_prompt:-/dev/null -p '$sysprompt'}
+pretkns="--override-kv tokenizer.ggml.pre=str:llama3 --mlock"
+intcnv="-i --multiline-input -cnv -c 8192 -b 4096 -co --keep -1 -n -1"
+llama-cli -m $modprm -f ${file_prompt} -t $(nproc) $pretkns $tempr $intcnv
+
+```
+
 ### Requirements
 - python>=3.9
 - cmake>=3.22