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Runtime error
Runtime error
update flagging options
Browse files
app.py
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@@ -16,6 +16,9 @@ clf = pipeline("text-classification", model=model.to("cpu"), tokenizer=tokenizer
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def clf_result(text_input: str) -> str:
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model_res = clf(text_input)[0]
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label_map = {"LABEL_0": "NOT RISKY", "LABEL_1": "RISKY"}
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label_res = label_map.get(model_res["label"])
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@@ -29,10 +32,10 @@ demo = gr.Interface(
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title="Test High Risk Words model v2",
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examples=["All the best lenders and rates for car loans in one AI powered marketplace", "Caregiver burnout can happen to your best employees."],
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description="DistilBert for text classification model fine tuned on 70% of annotated RM production data combined with industry-specific webscrape data",
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inputs=gr.Textbox(placeholder="Enter sentence here and press Submit", label="Sentence to check"),
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outputs="textbox",
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allow_flagging="manual",
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flagging_options=["wrong result", "inconsistent result", "debatable input", "other"],
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flagging_callback=hf_writer,
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)
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def clf_result(text_input: str) -> str:
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if "best" not in text_input.lower():
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res = "Please enter a sentence with the word `best`"
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return res
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model_res = clf(text_input)[0]
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label_map = {"LABEL_0": "NOT RISKY", "LABEL_1": "RISKY"}
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label_res = label_map.get(model_res["label"])
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title="Test High Risk Words model v2",
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examples=["All the best lenders and rates for car loans in one AI powered marketplace", "Caregiver burnout can happen to your best employees."],
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description="DistilBert for text classification model fine tuned on 70% of annotated RM production data combined with industry-specific webscrape data",
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inputs=gr.Textbox(placeholder="Enter sentence containing the word `best` here and press Submit", label="Sentence to check"),
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outputs="textbox",
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allow_flagging="manual",
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flagging_options=["wrong result :(", "correct result :)", "inconsistent result", "debatable input", "other"],
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flagging_callback=hf_writer,
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)
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