diff --git a/README.md b/README.md
index 26ec2f2..33d56e3 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,5 @@
 # go-chatglm.cpp
+
 [![GoDoc](https://godoc.org/github.com/Weaxs/go-chatglm.cpp?status.svg)](https://godoc.org/github.com/Weaxs/go-chatglm.cpp)
 [![Go Report Card](https://goreportcard.com/badge/github.com/Weaxs/go-chatglm.cpp)](https://goreportcard.com/report/github.com/Weaxs/go-chatglm.cpp)
 [![License](https://img.shields.io/github/license/Weaxs/go-chatglm.cpp)](https://github.com/Weaxs/go-chatglm.cpp/blob/main/LICENSE)
@@ -7,42 +8,90 @@
 
 The go-chatglm.cpp bindings are high level, as such most of the work is kept into the C/C++ code to avoid any extra computational cost, be more performant and lastly ease out maintenance, while keeping the usage as simple as possible.
 
-# Attention
+# Attention！
 
 ### Environment
 
 You need to make sure there are `make`, `cmake`, `gcc` command in your machine, otherwise should support C++17.
 
-If you want to run on **Windows OS**, you can use [cygwin](https://www.cygwin.com/).
+If you want to run on **Windows OS**, you can use [cygwin](https://www.cygwin.com/) or [MinGW](https://www.mingw-w64.org/).
 
 > **`cmake` > 3.8**  and  **`gcc` > 5.1.0**  (support C++17)
 
 ### Not Support LoRA model
+
 go-chatglm.cpp is not anymore compatible with `LoRA model`, but it woks ONLY with the model which merged by LoRA model and base model.
 
-You can use [convert.py](https://github.com/li-plus/chatglm.cpp/blob/main/chatglm_cpp/convert.py) in [chatglm.cpp](https://github.com/li-plus/chatglm.cpp) 
-to merge LoRA model into base model.
+You can use [convert.py](https://github.com/li-plus/chatglm.cpp/blob/main/chatglm_cpp/convert.py) in [chatglm.cpp](https://github.com/li-plus/chatglm.cpp) to merge LoRA model into base model.
 
 # Usage
 
 Note: This repository uses git submodules to keep track of [chatglm.cpp](https://github.com/li-plus/chatglm.cpp) .
 
 Clone the repository locally:
+
 ```shell
 git clone --recurse-submodules https://github.com/Weaxs/go-chatglm.cpp
 ```
 
 To build the bindings locally, run:
+
 ```shell
 cd go-chatglm.cpp
 make libbinding.a
 ```
 
 Now you can run the example with:
+
 ```shell
-LIBRARY_PATH=$PWD C_INCLUDE_PATH=$PWD go run ./examples -m "/model/path/here" -t 14
+go run ./examples -m "/model/path/here"
+                    ____ _           _    ____ _     __  __                   
+  __ _  ___        / ___| |__   __ _| |_ / ___| |   |  \/  |  ___ _ __  _ __  
+ / _` |/ _ \ _____| |   | '_ \ / _` | __| |  _| |   | |\/| | / __| '_ \| '_ \ 
+| (_| | (_) |_____| |___| | | | (_| | |_| |_| | |___| |  | || (__| |_) | |_) |
+ \__, |\___/       \____|_| |_|\__,_|\__|\____|_____|_|  |_(_)___| .__/| .__/ 
+ |___/                                                           |_|   |_|    
+
+>>> 你好
+
+Sending 你好
+
+
+你好👋！我是人工智能助手 ChatGLM3-6B，很高兴见到你，欢迎问我任何问题。
 ```
 
+# Acceleration
+
+## Metal (Apple Silicon)
+
+MPS (Metal Performance Shaders) allows computation to run on powerful Apple Silicon GPU.
+
+```
+BUILD_TYPE=metal make libbinding.a
+go build -tags metal ./examples/main.go
+./main -m "/model/path/here"
+```
+
+## OpenBLAS
+
+OpenBLAS provides acceleration on CPU.
+
+```
+BUILD_TYPE=openblas make libbinding.a
+go build -tags openblas ./examples/main.go
+./main -m "/model/path/here"
+```
+
+## cuBLAS
+
+cuBLAS uses NVIDIA GPU to accelerate BLAS.
+
+```
+BUILD_TYPE=cublas make libbinding.a
+go build -tags cublas ./examples/main.go
+./main -m "/model/path/here"
+```
 
 # Acknowledgements
- *  This project is greatly inspired by [@mudler](https://github.com/mudler)'s [go-llama.cpp](https://github.com/go-skynet/go-llama.cpp)
+
+* This project is greatly inspired by [@mudler](https://github.com/mudler)'s [go-llama.cpp](https://github.com/go-skynet/go-llama.cpp)
diff --git a/examples/ChatGLM3-6B/main.go b/examples/ChatGLM3-6B/main.go
deleted file mode 100644
index 94af103..0000000
--- a/examples/ChatGLM3-6B/main.go
+++ /dev/null
@@ -1,28 +0,0 @@
-package main
-
-import (
-	"fmt"
-	"github.com/Weaxs/go-chatglm.cpp"
-)
-
-func main() {
-	llm, err := chatglm.New("./chatglm3-ggml-q4_0.bin")
-	if err != nil {
-		return
-	}
-
-	var history []string
-	history = append(history, "你好，我叫 Weaxs")
-	res, err := llm.Generate(history[0])
-	if err != nil {
-		return
-	}
-	fmt.Println(res)
-	history = append(history, res)
-	history = append(history, "我的名字是什么")
-	res, err = llm.Chat(history)
-	if err != nil {
-		return
-	}
-	fmt.Println(res)
-}