Suchinthana commited on
Commit
a529649
1 Parent(s): b09c49a

App code added

Browse files
Files changed (2) hide show
  1. app.py +20 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ from transformers import AutoTokenizer
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+ from transformers import pipeline
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+ import gradio as gr
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+
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+ # Load tokenizer and generator
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+ tokenizer = AutoTokenizer.from_pretrained('google/mt5-base')
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+ generator3 = pipeline(model='Suchinthana/MT5-Sinhala-Wikigen-Experimental', tokenizer=tokenizer)
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+
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+ # Define the function for Gradio to use
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+ def generate_sinhala_text(prompt):
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+ generated_text = generator3(prompt, do_sample=True, max_length=50)[0]['generated_text']
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+ return generated_text
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+
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+ iface = gr.Interface(
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+ fn=generate_sinhala_text,
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+ inputs=gr.inputs.Textbox(),
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+ outputs=gr.outputs.Textbox()
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+ )
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+
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+ iface.launch()
requirements.txt ADDED
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+ transformers
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+ tokenizers
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+ sentencepiece