Spaces:
Running
Running
mihalykiss
commited on
Commit
Β·
328a8f1
1
Parent(s):
5b36832
UI - theme
Browse files
app.py
CHANGED
@@ -32,7 +32,7 @@ def classify_text(text):
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outputs = model(**inputs)
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probabilities = torch.softmax(outputs.logits, dim=1)[0]
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predicted_class = torch.argmax(probabilities).item()
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-
confidence = probabilities[predicted_class].item() * 100
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if predicted_class == 24:
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prediction_label = f"β
- The text is **{confidence:.2f}%** likely **Human written**."
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@@ -56,8 +56,7 @@ Detect AI-generated texts with precision using the new **ModernBERT** model, fin
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- **π€ Identify AI Models**: Reveals which LLM generated the text if detected as AI.
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- **β
Human Verification**: Marks confidently human-written text with a green checkmark.
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-
**
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-
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"""
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@@ -73,13 +72,17 @@ iface = gr.Interface(
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title=title,
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description=description,
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allow_flagging="never",
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-
live=
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css="""
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#text_input_box {
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border-radius: 10px;
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border: 2px solid #4CAF50;
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font-size: 18px;
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padding:
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}
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#result_output_box {
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border-radius: 10px;
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@@ -87,19 +90,26 @@ iface = gr.Interface(
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font-size: 18px;
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padding: 15px;
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background-color: #2E2E3F;
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margin
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}
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body {
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background: #1E1E2F;
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color: #E1E1E6;
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font-family: 'Aptos', sans-serif;
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padding: 20px;
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}
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.gradio-container {
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border: 2px solid #4CAF50;
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border-radius: 15px;
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padding:
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box-shadow: 0px 0px 20px rgba(0,255,0,0.6);
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}
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h1, h2 {
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text-align: center;
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outputs = model(**inputs)
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probabilities = torch.softmax(outputs.logits, dim=1)[0]
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predicted_class = torch.argmax(probabilities).item()
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+
confidence = probabilities[predicted_class].item() * 100
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if predicted_class == 24:
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prediction_label = f"β
- The text is **{confidence:.2f}%** likely **Human written**."
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- **π€ Identify AI Models**: Reveals which LLM generated the text if detected as AI.
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- **β
Human Verification**: Marks confidently human-written text with a green checkmark.
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**Note:** The longer the text, the better the detection accuracy.
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"""
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title=title,
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description=description,
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allow_flagging="never",
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live=True,
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css="""
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#text_input_box {
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border-radius: 10px;
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border: 2px solid #4CAF50;
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font-size: 18px;
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padding: 15px;
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text-align: center;
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margin: 0 auto;
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display: block;
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width: 80%;
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}
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#result_output_box {
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border-radius: 10px;
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font-size: 18px;
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padding: 15px;
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background-color: #2E2E3F;
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margin: 20px auto;
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width: 80%;
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text-align: center;
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}
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body {
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background: #1E1E2F;
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color: #E1E1E6;
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font-family: 'Aptos', sans-serif;
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padding: 20px;
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text-align: center;
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}
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.gradio-container {
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border: 2px solid #4CAF50;
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border-radius: 15px;
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padding: 30px;
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box-shadow: 0px 0px 20px rgba(0,255,0,0.6);
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margin-top: 40px;
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max-width: 600px;
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margin-left: auto;
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margin-right: auto;
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}
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h1, h2 {
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text-align: center;
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