Initial Commit

app.py

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+
+from transformers import AutoTokenizer,AutoModelForQuestionAnswering
+from transformers import pipeline
+model=AutoModelForQuestionAnswering.from_pretrained('abhilash1910/albert-squad-v2')
+tokenizer=AutoTokenizer.from_pretrained('abhilash1910/albert-squad-v2')
+nlp_QA=pipeline('question-answering',model=model,tokenizer=tokenizer)
+QA_inp={
+    'question': 'How many parameters does Bert large have?',
+    'context': 'Bert large is really big... it has 24 layers, for a total of 340M parameters.Altogether it is 1.34 GB so expect it to take a couple minutes to download to your Colab instance.'
+}
+result=nlp_QA(QA_inp)
+result

requirements.txt

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+torch
+transformers