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modify input output format
Browse files
app.py
CHANGED
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@@ -14,17 +14,39 @@ model.eval()
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def classify_text(text):
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inputs = tokenizer(text, return_tensors="pt",
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truncation=True,
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with torch.no_grad():
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logits = model(**inputs)
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prediction = torch.argmax(logits, dim=1).item()
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return prediction
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# 啟動 UI
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iface.launch()
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def classify_text(text):
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inputs = tokenizer(text, return_tensors="pt",
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truncation=True, max_length=1024)
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with torch.no_grad():
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logits = model(**inputs)
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prediction = torch.argmax(logits, dim=-1).item() + 1
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return prediction
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# 自定义 CSS 样式
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custom_css = """
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#input_textbox textarea {
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border: 2px solid #1E90FF !important; /* 设置输入框边框颜色为蓝色 */
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border-radius: 10px !important; /* 设置边框圆角 */
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}
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#output_textbox textarea {
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border: 2px solid #FFA500 !important; /* 设置输出框边框颜色为橘色 */
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border-radius: 10px !important; /* 设置边框圆角 */
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font-size: 24px !important; /* 设置字体大小为24px */
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text-align: center !important; /* 将文本居中对齐 */
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display: flex;
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justify-content: center;
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align-items: center;
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}
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"""
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# 定义 Gradio 接口
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iface = gr.Interface(
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fn=classify_text,
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inputs=gr.Textbox(label="請輸入文章", elem_id="input_textbox"),
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outputs=gr.Textbox(label="評分結果(1-6)", elem_id="output_textbox"),
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description="自動作文評分",
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css=custom_css # 将自定义 CSS 添加到 Gradio 应用
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)
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# 啟動 UI
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iface.launch()
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