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Update app.py
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app.py
CHANGED
@@ -2,31 +2,14 @@ import gradio as gr
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from transformers import pipeline
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from transformers import pipeline
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import re
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dante = pipeline('text-generation',model='.', tokenizer='GroNLP/gpt2-small-italian-embeddings')
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def grammatical_cleaning(generated: str) -> str:
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generated = re.sub("\.[^\s]",". ", generated)
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generated = re.sub("\,[^\s]",", ", generated)
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generated = re.sub("\;[^\s]","; ", generated)
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generated = re.sub("\:[^\s]",": ", generated)
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generated = re.sub("\![^\s]","! ", generated)
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generated = list(generated)
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for n in range(len(generated)-2):
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if generated[n]=="." or generated[n]=="?":
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if generated[n+1].islower() and generated[n+1].isalpha():
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generated[n+1] = generated[n+1].upper()
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elif generated[n+2].islower() and generated[n+2].isalpha():
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generated[n+2] = generated[n+2].upper()
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return ''.join(generated)
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def get_text(input):
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generated = dante(input, max_length=128)[0]['generated_text']
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generated = grammatical_cleaning(generated)
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return generated
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#iface = gr.Interface(fn=get_text, inputs="text", outputs="text")
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#iface.launch()
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from transformers import pipeline
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from transformers import pipeline
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import re
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from utils import grammatical_cleaning
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dante = pipeline('text-generation',model='.', tokenizer='GroNLP/gpt2-small-italian-embeddings')
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def get_text(input):
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generated = dante(input, max_length=128)[0]['generated_text']
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generated = grammatical_cleaning(generated)
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return generated
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iface = gr.Interface(fn=get_text, inputs="text", outputs="text")
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iface.launch()
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