Update README.md

README.md

@@ -4,6 +4,7 @@ base_model:
 - inclusionAI/Ring-mini-2.0
 ---
 
+
 ## Introduction
 
 Use https://github.com/im0qianqian/llama.cpp to quantize.
@@ -12,10 +13,15 @@ For model inference, please download our release package from this url https://g
 
 
 
-Let's look forward to the following PR being merged:
+## Quick start
 
-- [#16063 model : add BailingMoeV2 support](https://github.com/ggml-org/llama.cpp/pull/16063)
-- [#16028 Add support for Ling v2](https://github.com/ggml-org/llama.cpp/pull/16028)
+```bash
+# Use a local model file
+llama-cli -m my_model.gguf
+
+# Launch OpenAI-compatible API server
+llama-server -m my_model.gguf
+```
 
 
 ## Demo
@@ -23,3 +29,11 @@ Let's look forward to the following PR being merged:
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/5fde26773930f07f74aaf912/MC4h9G33YjvpboRA4LPfO.png)
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/5fde26773930f07f74aaf912/0YcuTJFLs6k9K4Sgzd-UD.png)
+
+
+## PR
+
+Let's look forward to the following PR being merged:
+
+- [#16063 model : add BailingMoeV2 support](https://github.com/ggml-org/llama.cpp/pull/16063)
+- [#16028 Add support for Ling v2](https://github.com/ggml-org/llama.cpp/pull/16028)