Update README.md

README.md

@@ -4,6 +4,13 @@ library_name: peft
 license: apache-2.0
 ---
 
+## Usage
+from peft import PeftModel
+from transformers import AutoModelForCausalLM
+
+base_model = AutoModelForCausalLM.from_pretrained("unsloth/qwen2.5-3b-instruct-unsloth-bnb-4bit")
+model = PeftModel.from_pretrained(base_model, "purbeshmitra/MOTIF")
+
 ## Citation
 If you find our work useful, consider citing it as:
 ```bibtex