add: chat template and inference example

README.md

@@ -78,6 +78,37 @@ huggingface-cli download legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF --include "
 # see FAQ for merging GGUF's
 ```
 
+---
+
+## Inference
+
+### Simple chat template
+```
+<｜begin▁of▁sentence｜>User: {user_message_1}
+
+Assistant: {assistant_message_1}<｜end▁of▁sentence｜>User: {user_message_2}
+
+Assistant:
+```
+
+### Chat template with system prompt
+```
+<｜begin▁of▁sentence｜>{system_message}
+
+User: {user_message_1}
+
+Assistant: {assistant_message_1}<｜end▁of▁sentence｜>User: {user_message_2}
+
+Assistant:
+```
+
+### Llama.cpp
+```
+llama.cpp/main -m DeepSeek-V2-Lite-Chat.Q8_0.gguf --color -i -p "prompt here (according to the chat template)"
+```
+
+---
+
 ## FAQ
 
 ### Why is the IMatrix not applied everywhere?