Update README.md

README.md

@@ -1,3 +1,26 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+
+The model is used to expand abstract sentences. Use the following demo code to generate diverse expansions from abstract inputs.
+
+```python
+from transformers import pipeline, AutoTokenizer
+tokenizer = AutoTokenizer.from_pretrained('utkarsh4430/ABEX-abstract-expand')
+model_pipeline = pipeline("text2text-generation", model='utkarsh4430/ABEX-abstract-expand', tokenizer=tokenizer)
+
+input_text = 'A chance to meet WWE stars and support a good cause.'
+
+for f in range(5):
+    generated_text = model_pipeline(input_text, num_beams=1, top_k=100, do_sample=True, max_length=350, num_return_sequences=1)
+    print(f'Aug {f}: ', generated_text[0]['generated_text'])
+```
+
+Example output:
+```
+Aug 0:  WWE stars to visit Detroit on January 20th for the second time in three years, with appearances at The Battle at the Fox Sports 1 World Headquarters, and proceeds going to a charity of your choice.
+Aug 1:  A one-on-one experience at the WWE Creative Conference in New Jersey was provided, with an opportunity for the audience to meet WWE superstars and support a good cause.
+Aug 2:  Sindrun welcomes WWE star Chris Jericho and hosts an event for attendees to meet WWE stars and support a local cause.
+Aug 3:  Find out if you can meet WWE stars, including the Rock and Shake, at a benefit luncheon.
+Aug 4:  The WWE Talent Showcase 2019 will feature exciting moments inside the WWE Studios, including the first one in over a decade, and features a chance to hug current and former stars and receive a check from a corporate sponsor.
+```