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34c8686
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Parent(s):
7a70724
Update app.py
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app.py
CHANGED
@@ -5,22 +5,17 @@ from transformers import T5Tokenizer, T5ForConditionalGeneration
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model = T5ForConditionalGeneration.from_pretrained('swcrazyfan/KingJamesify-T5-large')
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tokenizer = T5Tokenizer.from_pretrained('swcrazyfan/KingJamesify-T5-large')
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def king_jamesify(input_text,
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input_ids = tokenizer.encode(input_text, return_tensors='pt').to(torch.int64)
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generated_ids = model.generate(input_ids=input_ids, max_length=max_length, num_beams=num_beams,
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result = tokenizer.decode(generated_ids[0], skip_special_tokens=True)
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return result
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iface = gr.Interface(king_jamesify,
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[gr.inputs.Textbox(lines=20, label="Enter text to be King Jamesified"),
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gr.inputs.Slider(minimum=0.0, maximum=1
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gr.inputs.Slider(minimum=1, maximum=512, default=
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gr.inputs.Slider(minimum=1, maximum=10, default=
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gr.inputs.Slider(minimum=0.0, maximum=10.0, default=2.5, label="Repetition Penalty"),
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gr.inputs.Slider(minimum=0.0, maximum=10.0, default=1.0, label="Length Penalty"),
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gr.inputs.Slider(minimum=1, maximum=100, default=50, label="Top K"),
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gr.inputs.Slider(minimum=0.0, maximum=1.0, default=1.0, label="Top P"),
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gr.inputs.Slider(minimum=1, maximum=10, default=3, label="No Repeat Ngram Size")],
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gr.outputs.Textbox(label="King Jamesified Text"))
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iface.launch()
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model = T5ForConditionalGeneration.from_pretrained('swcrazyfan/KingJamesify-T5-large')
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tokenizer = T5Tokenizer.from_pretrained('swcrazyfan/KingJamesify-T5-large')
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def king_jamesify(input_text, num_beams, max_length, temperature):
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input_ids = tokenizer.encode(input_text, return_tensors='pt').to(torch.int64)
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generated_ids = model.generate(input_ids=input_ids, max_length=max_length, num_beams=num_beams, temperature=temperature)
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result = tokenizer.decode(generated_ids[0], skip_special_tokens=True)
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return result
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iface = gr.Interface(king_jamesify,
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[gr.inputs.Textbox(lines=20, label="Enter text to be King Jamesified"),
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gr.inputs.Slider(minimum=0.0, maximum=1, default=0.7, label="Temperature"),
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gr.inputs.Slider(minimum=1, maximum=512, default=512, label="Max Length"),
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gr.inputs.Slider(minimum=1, maximum=10, default=1, label="Number of Beams")],
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gr.outputs.Textbox(label="King Jamesified Text"))
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iface.launch()
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