Update app.py

T5 task checking whether a statement deduced from a text is correct or not

app.py

@@ -347,14 +347,38 @@
 #-----------------------------------------------------------------------------------
 # 15. Text-to-Text Generation using the T5 model - Task 6 sentence paraphasing
 
+# from transformers import T5ForConditionalGeneration, T5Tokenizer
+# import gradio as grad
+
+# text2text_tkn= T5Tokenizer.from_pretrained("t5-small")
+# mdl = T5ForConditionalGeneration.from_pretrained("t5-small")
+
+# def text2text_paraphrase(sentence1,sentence2):
+#     inp1 = "mrpc sentence1: "+sentence1
+#     inp2 = "sentence2: "+sentence2
+#     combined_inp=inp1+" "+inp2
+#     enc = text2text_tkn(combined_inp, return_tensors="pt")
+#     tokens = mdl.generate(**enc)
+#     response=text2text_tkn.batch_decode(tokens)
+#     return response
+
+# sent1=grad.Textbox(lines=1, label="Sentence1", placeholder="Text in English")
+# sent2=grad.Textbox(lines=1, label="Sentence2", placeholder="Text in English")
+# out=grad.Textbox(lines=1, label="Whether the sentence is acceptable or not")
+
+# grad.Interface(text2text_paraphrase, inputs=[sent1,sent2], outputs=out).launch()
+
+#-----------------------------------------------------------------------------------
+# 16. Text-to-Text Generation using the T5 model - Task 7 check whether a statement deduced from a text is correct or not.
+
 from transformers import T5ForConditionalGeneration, T5Tokenizer
 import gradio as grad
 
 text2text_tkn= T5Tokenizer.from_pretrained("t5-small")
 mdl = T5ForConditionalGeneration.from_pretrained("t5-small")
 
-def text2text_paraphrase(sentence1,sentence2):
-    inp1 = "mrpc sentence1: "+sentence1
+def text2text_deductible(sentence1,sentence2):
+    inp1 = "rte sentence1: "+sentence1
     inp2 = "sentence2: "+sentence2
     combined_inp=inp1+" "+inp2
     enc = text2text_tkn(combined_inp, return_tensors="pt")
@@ -364,6 +388,6 @@ def text2text_paraphrase(sentence1,sentence2):
 
 sent1=grad.Textbox(lines=1, label="Sentence1", placeholder="Text in English")
 sent2=grad.Textbox(lines=1, label="Sentence2", placeholder="Text in English")
-out=grad.Textbox(lines=1, label="Whether the sentence is acceptable or not")
+out=grad.Textbox(lines=1, label="Whether sentence2 is deductible from sentence1")
 
-grad.Interface(text2text_paraphrase, inputs=[sent1,sent2], outputs=out).launch()
+grad.Interface(text2text_ deductible, inputs=[sent1,sent2], outputs=out).launch()