sergeyfeldman commited on
Commit
b523b2d
·
1 Parent(s): 1156b48

Update app.py

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Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -1,6 +1,7 @@
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  from transformers import AutoTokenizer, AutoModelForSequenceClassification
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  from scipy.special import expit
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  import numpy as np
 
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  # set up model
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  auth_token = os.environ.get("TOKEN") or True
@@ -9,9 +10,9 @@ model = AutoModelForSequenceClassification.from_pretrained("guidecare/feelings_a
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  all_label_names = list(model.config.id2label.values())
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- def probs(texts):
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- probs = expit(model(**tokenizer(texts, return_tensors="pt", padding=True)).logits.detach().numpy())
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- return list(zip(all_label_names, probs))
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  iface = gr.Interface(
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  fn=predict,
 
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  from transformers import AutoTokenizer, AutoModelForSequenceClassification
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  from scipy.special import expit
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  import numpy as np
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+ import os
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  # set up model
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  auth_token = os.environ.get("TOKEN") or True
 
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  all_label_names = list(model.config.id2label.values())
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+ def probs(text):
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+ probs = expit(model(**tokenizer([texts], return_tensors="pt", padding=True)).logits.detach().numpy())
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+ return list(zip(all_label_names, probs[0]))
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  iface = gr.Interface(
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  fn=predict,