kaushikbar commited on
Commit
bb5868c
1 Parent(s): 066316e

added explain

Browse files

Files changed (1) hide show
  1. app.py +2 -1
app.py CHANGED
@@ -7,7 +7,7 @@ from transformers import pipeline
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  from transformers_interpret import ZeroShotClassificationExplainer
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  import string, nltk
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- models = {'en': 'joeddav/xlm-roberta-large-xnli', #'Narsil/deberta-large-mnli-zero-cls', #'facebook/bart-large-mnli', #'microsoft/deberta-xlarge-mnli', # English
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  #'de': 'Sahajtomar/German_Zeroshot', # German
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  #'es': 'Recognai/zeroshot_selectra_medium', # Spanish
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  #'it': 'joeddav/xlm-roberta-large-xnli', # Italian
@@ -171,6 +171,7 @@ def sequence_to_classify(sequence, labels):
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  model_expl = ZeroShotClassificationExplainer(classifier.model, classifier.tokenizer)
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  response_expl = model_expl(sequence, label_clean, hypothesis_template="This passage talks about {}.")
 
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  if len(predicted_labels) == 1:
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  response_expl = response_expl[model_expl.predicted_label]
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  from transformers_interpret import ZeroShotClassificationExplainer
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  import string, nltk
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+ models = {'en': 'facebook/bart-large-mnli', #'Narsil/deberta-large-mnli-zero-cls', #'microsoft/deberta-xlarge-mnli', # English
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  #'de': 'Sahajtomar/German_Zeroshot', # German
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  #'es': 'Recognai/zeroshot_selectra_medium', # Spanish
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  #'it': 'joeddav/xlm-roberta-large-xnli', # Italian
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  model_expl = ZeroShotClassificationExplainer(classifier.model, classifier.tokenizer)
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  response_expl = model_expl(sequence, label_clean, hypothesis_template="This passage talks about {}.")
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+ print(model_expl.predicted_label)
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  if len(predicted_labels) == 1:
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  response_expl = response_expl[model_expl.predicted_label]