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Runtime error
Ahsen Khaliq
commited on
Commit
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4f4765f
1
Parent(s):
fbbe9ec
Update app.py
Browse files
app.py
CHANGED
@@ -7,12 +7,31 @@ description = "Gradio Demo for BART, to use it, simply add your text, or click o
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article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1910.13461' target='_blank'>BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension</a></p>"
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examples = [
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["I have a problem with my iphone that needs to be resolved asap!!","urgent, not urgent, phone, tablet, computer",
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]
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gr.Interface.load("huggingface/facebook/bart-large-mnli")
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gr.Interface.load("huggingface/facebook/facebook/bart-large-cnn")
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article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1910.13461' target='_blank'>BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension</a></p>"
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examples = [
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["I have a problem with my iphone that needs to be resolved asap!!","bart-large-mnli","urgent, not urgent, phone, tablet, computer",False]
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]
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io1 = gr.Interface.load("huggingface/facebook/bart-large-mnli")
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io2 = gr.Interface.load("huggingface/facebook/facebook/bart-large-cnn")
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def inference(text, model,class_names,allow_multiple):
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if model == "bart-large-mnli":
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outlabel = io1(text,class_names,allow_multiple)
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outtext = ""
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else:
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outtext = io2(text)
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outlabel = {}
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return outlabel, outtext
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gr.Interface(
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inference,
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[gr.inputs.Textbox(label="Input",lines=10),gr.inputs.Dropdown(choices=["bart-large-mnli","bart-large-cnn"], type="value", default="bart-large-mnli", label="model"),gr.inputs.Textbox(label="Possible class names (comma-separated)"),gr.inputs.Checkbox(default=False, label="Allow multiple true classes")],
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["label","textbox"],
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examples=examples,
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article=article,
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title=title,
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description=description).launch(enable_queue=True, cache_examples=True)
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