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Runtime error
Runtime error
added Disclaimer to Description about app's limits in practical use
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app.py
CHANGED
@@ -45,7 +45,7 @@ def tweet_detect(text):
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gradio_ui = gr.Interface(
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fn=tweet_detect,
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title="Detect Fake Tweets",
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description="Enter a tweet and see if the transformer model can identify if it was written by state-backed trolls.",
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inputs=gr.inputs.Textbox(lines=10, label="Paste tweet text here [English Only]"),
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outputs=gr.outputs.Label(type="auto", label="Prediction"),
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interpretation="shap",
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gradio_ui = gr.Interface(
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fn=tweet_detect,
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title="Detect Fake Tweets",
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description="Enter a tweet and see if the transformer model can identify if it was written by state-backed trolls. DISCLAIMER: While the model was fine tuned on 100k real and troll tweets, and achieved high accuracy in my tests, its performance drops significantly against the day-to-day barrage of content on Twitter. As such, this app is intended as an example for understanding the limits of AI/ML in highly complex problems like fake media detection, and not as a final arbiter of whether someone's tweet is real or not.",
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inputs=gr.inputs.Textbox(lines=10, label="Paste tweet text here [English Only]"),
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outputs=gr.outputs.Label(type="auto", label="Prediction"),
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interpretation="shap",
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