Update README.md

README.md

@@ -89,7 +89,28 @@ Users (both direct and downstream) should be made aware of the risks, biases and
 
 ## How to Get Started with the Model
 
-Use the code below to get started with the model.
+To use this adapter:
+```python
+from peft import PeftModel, PeftConfig
+from transformers import AutoModelForCausalLM
+
+# Load base model in 4 bit
+model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-2-7b-hf", load_in_4bit=True)
+
+# Wrap model with pretrained model weights
+config = PeftConfig.from_pretrained("MaziyarPanahi/Llama-2-7b-hf-codealpaca-4bit")
+model = PeftModel.from_pretrained(model, "MaziyarPanahi/Llama-2-7b-hf-codealpaca-4bit", config=config)
+```
+
+Prompt Template:
+```
+Below is an instruction that describes a task, paired with an input
+that provides further context. Write a response that appropriately
+completes the request.
+### Instruction: {instruction}
+### Input: {input}
+### Response:
+```
 
 [More Information Needed]