Krishna086 commited on
Commit
154ffd8
·
verified ·
1 Parent(s): b937c3e

Update translation.py

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Files changed (1) hide show
  1. translation.py +4 -4
translation.py CHANGED
@@ -13,7 +13,7 @@ def _load_default_model():
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  # Cache other models dynamically
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  @st.cache_resource
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  def load_model(src_lang, tgt_lang):
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- """Load MarianMT model for a specific language pair."""
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  model_name = f"Helsinki-NLP/opus-mt-{src_lang}-{tgt_lang}"
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  try:
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  tokenizer = MarianTokenizer.from_pretrained(model_name)
@@ -37,16 +37,16 @@ def translate(text, source_lang, target_lang):
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  if src_code == "en" and tgt_code == "fr":
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  tokenizer, model = DEFAULT_TOKENIZER, DEFAULT_MODEL
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  else:
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- tokenizer, model = load_model(src_code, tgt_code)
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  # Perform translation
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  inputs = tokenizer(text, return_tensors="pt", padding=True, truncation=True, max_length=400)
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  translated = model.generate(**inputs)
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  return tokenizer.decode(translated[0], skip_special_tokens=True)
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- # Language dictionary (limited for speed)
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  LANGUAGES = {
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- "English": "en",
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  "French": "fr",
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  "Spanish": "es",
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  "German": "de",
 
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  # Cache other models dynamically
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  @st.cache_resource
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  def load_model(src_lang, tgt_lang):
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+ """Load the MarianMT model and tokenizer for a language pair."""
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  model_name = f"Helsinki-NLP/opus-mt-{src_lang}-{tgt_lang}"
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  try:
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  tokenizer = MarianTokenizer.from_pretrained(model_name)
 
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  if src_code == "en" and tgt_code == "fr":
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  tokenizer, model = DEFAULT_TOKENIZER, DEFAULT_MODEL
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  else:
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+ tokenizer, model = load_model(src_code, tgt_lang)
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  # Perform translation
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  inputs = tokenizer(text, return_tensors="pt", padding=True, truncation=True, max_length=400)
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  translated = model.generate(**inputs)
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  return tokenizer.decode(translated[0], skip_special_tokens=True)
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+ # Dictionary of supported languages with MarianMT codes
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  LANGUAGES = {
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+ "English": "en",
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  "French": "fr",
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  "Spanish": "es",
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  "German": "de",