Update README.md

README.md

@@ -82,4 +82,40 @@ The following hyperparameters were used during training:
 - Datasets 2.20.0
 - Tokenizers 0.19.1
 
+### How to use model
+```py
+from transformers import pipeline
+from random import randrange
+ 
+
+summarizer = pipeline("summarization", model="sharmax-vikas/flan-t5-base-samsum", device=0)
+ 
+
+
+print(f"dialogue: \n{sample['dialogue']}\n---------------")
+
+res = summarizer(sample["dialogue"])
+ 
+print(f"flan-t5-base summary:\n{res[0]['summary_text']}")
+
+result = summarize('''Hannah: Hey, do you have Betty's number?
+Amanda: Lemme check
+Hannah: <file_gif>
+Amanda: Sorry, can't find it.
+Amanda: Ask Larry
+Amanda: He called her last time we were at the park together
+Hannah: I don't know him well
+Hannah: <file_gif>
+Amanda: Don't be shy, he's very nice
+Hannah: If you say so..
+Hannah: I'd rather you texted him
+Amanda: Just text him 🙂
+Hannah: Urgh.. Alright
+Hannah: Bye
+Amanda: Bye bye''')
+
+print(result[0])
+
+#{'summary_text': "Amanda can't find Betty's number. Amanda will ask Larry. Larry called Betty last time they were at the park together."}
+```