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Update app.py
Browse files
app.py
CHANGED
@@ -12,22 +12,34 @@ def main():
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# Input text area
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input_text = st.text_area("Enter text to translate", "")
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st.write(translated_text)
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def translate_text(input_text, model, tokenizer):
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# Tokenize input text
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input_ids = tokenizer(input_text, return_tensors="pt").input_ids
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# Generate translation
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generated_tokens = model.generate(
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input_ids=input_ids,
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forced_bos_token_id=tokenizer.lang_code_to_id[
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)
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# Decode translated text
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@@ -36,4 +48,4 @@ def translate_text(input_text, model, tokenizer):
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return translated_text
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if __name__ == '__main__':
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main()
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# Input text area
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input_text = st.text_area("Enter text to translate", "")
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# Translation buttons
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translate_hindi = st.button("Hindi")
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translate_tamil = st.button("Tamil")
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translate_telugu = st.button("Telugu")
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if translate_hindi:
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translated_text = translate_text(input_text, model, tokenizer, target_lang="hi_IN")
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st.write("Translated Text (Hindi):")
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st.write(translated_text)
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if translate_tamil:
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translated_text = translate_text(input_text, model, tokenizer, target_lang="ta_IN")
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st.write("Translated Text (Tamil):")
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st.write(translated_text)
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if translate_telugu:
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translated_text = translate_text(input_text, model, tokenizer, target_lang="te_IN")
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st.write("Translated Text (Telugu):")
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st.write(translated_text)
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def translate_text(input_text, model, tokenizer, target_lang):
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# Tokenize input text
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input_ids = tokenizer(input_text, return_tensors="pt").input_ids
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# Generate translation
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generated_tokens = model.generate(
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input_ids=input_ids,
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forced_bos_token_id=tokenizer.lang_code_to_id[target_lang]
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)
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# Decode translated text
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return translated_text
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if __name__ == '__main__':
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main()
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