Update README.md

README.md

@@ -123,7 +123,7 @@ The model trained with a p4d.24xlarge instance on aws sagemaker, with the follow
 - weight decay: 0.01
 
 ## Inference example
-'''
+```
 from modeling_deltalm import DeltalmForConditionalGeneration  # download from https://huggingface.co/hhhhzy/deltalm-base-xlsum/blob/main/modeling_deltalm.py
 from configuration_deltalm import DeltalmConfig      # download from https://huggingface.co/hhhhzy/deltalm-base-xlsum/blob/main/configuration_deltalm.py
 from transformers import AutoTokenizer                        
@@ -136,4 +136,4 @@ inputs = tokenizer(text, max_length=512, return_tensors="pt")
 
 generate_ids = model.generate(inputs["input_ids"], max_length=512)
 tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
-'''
+```