Amelia-James commited on
Commit
7bfe2aa
·
verified ·
1 Parent(s): 6cb18d9

Update app.py

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Files changed (1) hide show
  1. app.py +9 -2
app.py CHANGED
@@ -59,14 +59,21 @@ LANGUAGES = {
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  # Function to get the appropriate translation model and tokenizer
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  def get_translation_model(source_lang, target_lang):
 
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  model_name = f"Helsinki-NLP/opus-mt-{source_lang}-{target_lang}"
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- model = MarianMTModel.from_pretrained(model_name)
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- tokenizer = MarianTokenizer.from_pretrained(model_name)
 
 
 
 
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  return model, tokenizer
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  # Function to translate text
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  def translate_text(text, source_lang, target_lang):
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  model, tokenizer = get_translation_model(source_lang, target_lang)
 
 
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  inputs = tokenizer([text], return_tensors="pt", truncation=True)
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  translated_ids = model.generate(inputs['input_ids'], max_length=1024)
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  translated_text = tokenizer.decode(translated_ids[0], skip_special_tokens=True)
 
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  # Function to get the appropriate translation model and tokenizer
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  def get_translation_model(source_lang, target_lang):
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+ # Use a generic model for translation if specific model is not available
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  model_name = f"Helsinki-NLP/opus-mt-{source_lang}-{target_lang}"
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+ try:
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+ model = MarianMTModel.from_pretrained(model_name)
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+ tokenizer = MarianTokenizer.from_pretrained(model_name)
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+ except OSError:
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+ st.error(f"Model '{model_name}' not found. Please check the model name or use another language pair.")
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+ return None, None
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  return model, tokenizer
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  # Function to translate text
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  def translate_text(text, source_lang, target_lang):
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  model, tokenizer = get_translation_model(source_lang, target_lang)
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+ if model is None or tokenizer is None:
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+ return ""
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  inputs = tokenizer([text], return_tensors="pt", truncation=True)
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  translated_ids = model.generate(inputs['input_ids'], max_length=1024)
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  translated_text = tokenizer.decode(translated_ids[0], skip_special_tokens=True)