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Update app.py
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app.py
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@@ -5,6 +5,7 @@ model_checkpoint = "MuntasirHossain/RoBERTa-base-finetuned-emotion"
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model = pipeline("text-classification", model=model_checkpoint)
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def classify(text):
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label = model(text)[0]["label"]
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return label
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@@ -13,13 +14,36 @@ description = "This AI model is trained to classify texts expressing human emoti
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title = "Xoxo's Texts Expressing Emotion"
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examples = [["He is very happy Today",
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"NOTE Free Palestien"]]
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gr.Interface(fn=classify,
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inputs="textbox",
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outputs="text",
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title=title,
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theme=
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description=description,
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examples=examples,
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).launch()
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model = pipeline("text-classification", model=model_checkpoint)
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def classify(text):
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label = model(text)[0]["label"]
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return label
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title = "Xoxo's Texts Expressing Emotion"
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examples = [["He is very happy Today",
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"NOTE Free Palestien"]]
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theme = {
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"container": {
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"background-color": "#007bff",
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"color": "#fff",
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"padding": "20px",
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},
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"textbox": {
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"background-color": "#fff",
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"border-radius": "5px",
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"padding": "10px",
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"margin-bottom": "10px",
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},
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"button": {
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"background-color": "#007bff",
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"color": "#fff",
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"padding": "10px",
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"border-radius": "5px",
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"cursor": "pointer",
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},
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"label": {
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"color": "#fff",
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},
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}
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gr.Interface(fn=classify,
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inputs="textbox",
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outputs="text",
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title=title,
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theme=theme,
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description=description,
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examples=examples,
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).launch()
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