akhaliq HF staff commited on
Commit
6830341
1 Parent(s): 43f783c

Update app.py

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Files changed (1) hide show
  1. app.py +22 -2
app.py CHANGED
@@ -7,7 +7,27 @@ description = "Gradio Demo for DistilBERT. To use it, simply add your text, or c
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  article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1910.01108' target='_blank'>DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter</a></p>"
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  examples = [
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- ['The goal of life is [MASK].']
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  ]
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- gr.Interface.load("huggingface/distilbert-base-uncased", inputs=gr.inputs.Textbox(lines=5, label="Input Text"),title=title,description=description,article=article, examples=examples).launch(enable_queue=True)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1910.01108' target='_blank'>DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter</a></p>"
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  examples = [
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+ ['The goal of life is [MASK].','distilbert-base-uncased']
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  ]
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+
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+ io1 = gr.Interface.load("huggingface/distilbert-base-uncased")
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+
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+ io2 = gr.Interface.load("huggingface/distilbert-base-multilingual-cased")
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+
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+ def inference(inputtext, model):
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+ if model == "distilbert-base-uncased":
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+ outlabel = io1(inputtext)
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+ else:
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+ outlabel = io2(inputtext)
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+ return outlabel
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+
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+
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+ gr.Interface(
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+ inference,
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+ [gr.inputs.Textbox(label="Context",lines=10),gr.inputs.Dropdown(choices=["distilbert-base-uncased","distilbert-base-multilingual-cased"], type="value", default="distilbert-base-uncased", label="model")],
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+ [gr.outputs.Label(label="Output")],
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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)