Update app.py
Browse files
app.py
CHANGED
@@ -7,19 +7,24 @@ tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = T5ForConditionalGeneration.from_pretrained(model_name)
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def modernisa(lines=None, file_obj=None):
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if file_obj:
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with open(output_file) as output:
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output.write(generated_text)
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return generated_text, output
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@@ -43,11 +48,11 @@ porque el pensamiento creo"""
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gr.Interface(
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fn=modernisa,
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inputs=[
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gr.inputs.Textbox(lines=12, label="Enter
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gr.inputs.File(file_count="single", label="Or upload a plain text file (.txt)", type="file", optional=True),
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],
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outputs=[
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gr.outputs.HTML(label="Modern Spanish"),
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gr.outputs.File(label="Download file")
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]
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).launch(inline=False)
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model = T5ForConditionalGeneration.from_pretrained(model_name)
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def modernisa(lines=None, file_obj=None):
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is_file_valid = False
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if file_obj:
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is_file_valid = file_obj.name.endswith(".txt")
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if is_file_valid:
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with open(file_obj.name) as file:
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lines = file.read()
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generated_text = ""
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if lines:
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lines = [line for line in lines.strip().split('\n') if line.strip()]
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text2text_generator = pipeline("text2text-generation", model=model, tokenizer=tokenizer)
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outputs = []
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for line in lines:
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outputs += text2text_generator([line], max_length=150)
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generated_text = "<br/>".join(output["generated_text"] for output in outputs)
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if is_file_valid and file_obj:
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output_file = f"{file_obj.name.rsplit('.', 1)[0]}_modernized.txt"
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else:
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output_file = "modernized.txt"
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with open(output_file) as output:
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output.write(generated_text)
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return generated_text, output
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gr.Interface(
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fn=modernisa,
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inputs=[
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gr.inputs.Textbox(lines=12, label="Enter Spanish Golden Age text", default=random.choice(samples)),
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gr.inputs.File(file_count="single", label="Or upload a plain text file (.txt)", type="file", optional=True),
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],
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outputs=[
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gr.outputs.HTML(label="Modern Spanish"),
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gr.outputs.File(label="Download file"),
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]
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).launch(inline=False)
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