Valerio Costa commited on
Commit
d9e2766
·
verified ·
1 Parent(s): 84be7a1

Update app.py

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Files changed (1) hide show
  1. app.py +8 -4
app.py CHANGED
@@ -3,6 +3,7 @@ from transformers import AutoTokenizer, AutoModelForSequenceClassification
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  import torch
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  import numpy as np
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  model = AutoModelForSequenceClassification.from_pretrained("your-username/roberta-adr-classifier")
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  tokenizer = AutoTokenizer.from_pretrained("your-username/roberta-adr-classifier")
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@@ -17,9 +18,12 @@ def classify_adr(text):
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  "Severe (1)": float(probs[1])
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  }
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- demo = gr.Interface(fn=classify_adr,
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- inputs=gr.Textbox(lines=4, label="ADR Description"),
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- outputs=gr.Label(num_top_classes=2),
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- title="ADR Severity Classifier")
 
 
 
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  demo.launch()
 
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  import torch
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  import numpy as np
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+ # Load model from the Hub
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  model = AutoModelForSequenceClassification.from_pretrained("your-username/roberta-adr-classifier")
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  tokenizer = AutoTokenizer.from_pretrained("your-username/roberta-adr-classifier")
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  "Severe (1)": float(probs[1])
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  }
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+ demo = gr.Interface(
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+ fn=classify_adr,
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+ inputs=gr.Textbox(lines=4, label="ADR Description"),
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+ outputs=gr.Label(num_top_classes=2),
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+ title="ADR Severity Classifier",
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+ description="Paste a short description of a suspected adverse drug reaction and the model will assess its severity."
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+ )
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  demo.launch()