Pendrokar commited on
Commit
b94fd1c
1 Parent(s): 4c5f8db

just multi model

Browse files
Files changed (1) hide show
  1. app.py +3 -2
app.py CHANGED
@@ -6,12 +6,13 @@ modelName = "colinryan/hf-deepmoji"
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  #distil_tokenizer = AutoTokenizer.from_pretrained(modelName)
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  #distil_tokenizer.save_pretrained("./model/")
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- #distil_model = DistilBertForSequenceClassification.from_pretrained(modelName, problem_type="multi_label_classification")
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  #distil_model = DistilBertForMultilabelSequenceClassification.from_pretrained("colinryan/hf-deepmoji")
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  #num_labels = len(model.config.id2label)
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  #pipeline = pipeline(task="text-classification", model=distil_model, tokenizer=distil_tokenizer)
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- pipeline = pipeline(task="text-classification", model=modelName)
 
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  def predict(deepmoji_analysis):
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  predictions = pipeline(deepmoji_analysis)
 
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  #distil_tokenizer = AutoTokenizer.from_pretrained(modelName)
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  #distil_tokenizer.save_pretrained("./model/")
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+ distil_model = DistilBertForSequenceClassification.from_pretrained(modelName, problem_type="multi_label_classification")
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  #distil_model = DistilBertForMultilabelSequenceClassification.from_pretrained("colinryan/hf-deepmoji")
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  #num_labels = len(model.config.id2label)
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  #pipeline = pipeline(task="text-classification", model=distil_model, tokenizer=distil_tokenizer)
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+ pipeline = pipeline(task="text-classification", model=distil_model, tokenizer=distil_tokenizer)
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+ #pipeline = pipeline(task="text-classification", model=modelName)
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  def predict(deepmoji_analysis):
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  predictions = pipeline(deepmoji_analysis)