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Update app.py
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app.py
CHANGED
@@ -16,16 +16,12 @@ tokenizer = AutoTokenizer.from_pretrained("tareknaous/bert2bert-empathetic-respo
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model = EncoderDecoderModel.from_pretrained("tareknaous/bert2bert-empathetic-response-msa")
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model.eval()
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def generate_response(text
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text_clean = arabert_prep.preprocess(text)
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inputs = tokenizer.encode_plus(text_clean,return_tensors='pt')
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outputs = model.generate(input_ids = inputs.input_ids,
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attention_mask = inputs.attention_mask,
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do_sample = True
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min_length=minimum_length,
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top_k = k,
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top_p = p,
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temperature = temperature)
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preds = tokenizer.batch_decode(outputs)
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response = str(preds)
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response = response.replace("\'", '')
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@@ -39,10 +35,6 @@ description = 'This demo is for a BERT2BERT model trained for single-turn open-d
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gr.Interface(fn=generate_response,
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inputs=[
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gr.inputs.Textbox(),
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gr.inputs.Slider(5, 20, step=1, label='Minimum Output Length'),
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gr.inputs.Slider(0, 1000, step=10, label='Top-K'),
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gr.inputs.Slider(0, 1, step=0.1, label='Top-P'),
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gr.inputs.Slider(0, 3, step=0.1, label='Temperature'),
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],
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outputs="text",
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title=title,
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model = EncoderDecoderModel.from_pretrained("tareknaous/bert2bert-empathetic-response-msa")
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model.eval()
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def generate_response(text):
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text_clean = arabert_prep.preprocess(text)
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inputs = tokenizer.encode_plus(text_clean,return_tensors='pt')
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outputs = model.generate(input_ids = inputs.input_ids,
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attention_mask = inputs.attention_mask,
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do_sample = True)
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preds = tokenizer.batch_decode(outputs)
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response = str(preds)
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response = response.replace("\'", '')
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gr.Interface(fn=generate_response,
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inputs=[
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gr.inputs.Textbox(),
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],
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outputs="text",
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title=title,
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