Update README.md

README.md

@@ -1,3 +1,16 @@
 ---
 license: apache-2.0
 ---
+Usage:
+
+```python
+import transformers
+from peft import PeftModel
+
+base_model = transformers.AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-base")
+peft_model = PeftModel.from_pretrained(base_model,"reasonwang/flan-alpaca-lora-base")
+
+inputs = tokenizer("Write an email to a boy whose parent passed away:", return_tensors="pt")
+outputs = peft_model.generate(**inputs, max_length=128, do_sample=True)
+print(tokenizer.batch_decode(outputs, skip_special_tokens=True))
+```