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b523b2d
1
Parent(s):
1156b48
Update app.py
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app.py
CHANGED
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@@ -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
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@@ -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(
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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,
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