Update README.md

README.md

@@ -1,3 +1,21 @@
 ---
 license: apache-2.0
 ---
+
+Out repository [flan-alpaca-lora](https://github.com/Reason-Wang/flan-alpaca-lora) contains the details to train flan-t5 with [Alpaca](https://github.com/tatsu-lab/stanford_alpaca) instructions and [low-rank adaptation](https://arxiv.org/abs/2106.09685). 
+
+You can use the following code easily.
+
+Usage:
+
+```python
+import transformers
+from peft import PeftModel
+
+base_model = transformers.AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-large")
+peft_model = PeftModel.from_pretrained(base_model,"reasonwang/flan-alpaca-lora-large")
+
+inputs = tokenizer("List a few tips to get good scores in math.", return_tensors="pt")
+outputs = peft_model.generate(**inputs, max_length=128, do_sample=True)
+print(tokenizer.batch_decode(outputs, skip_special_tokens=True))
+```