Trying zero-shot classification.

app.py

@@ -7,7 +7,7 @@ def zero_shot_classification(data_string):
     print(data_string)
     data = json.loads(data_string)
     print(data)
-    classifier = pipeline(task='zero-shot-classification', tokenizer=AutoTokenizer.from_pretrained('sileod/deberta-v3-base-tasksource-nli'), model='sileod/deberta-v3-base-tasksource-nli')
+    classifier = pipeline(task='zero-shot-classification', model='typeform/distilbert-base-uncased-mnli')
 
     results = classifier(data['sequence'], candidate_labels=data['candidate_labels'], hypothesis_template=data['hypothesis_template'], multi_label=data['multi_label'])
     return results