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Delete model.py
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model.py
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from transformers import pipeline
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import warnings
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class SpellChecker:
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def __init__(self):
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warnings.filterwarnings("ignore")
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self.model_loaded = False
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try:
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self.spell_checker = pipeline(
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"text2text-generation",
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model="oliverguhr/spelling-correction-english-small", # Smaller model
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device="cpu"
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)
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self.model_loaded = True
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except Exception as e:
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print(f"Model loading failed: {e}")
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self.spell_checker = None
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def correct_spelling(self, text):
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if not self.model_loaded:
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return "Model not loaded"
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try:
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return self.spell_checker(text, max_length=1000)[0]['generated_text']
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except Exception as e:
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return f"Error: {str(e)}"
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