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Update train.py
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train.py
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@@ -69,7 +69,6 @@ def clean_text(text):
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full_df['text'] = full_df['text'].apply(clean_text)
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# --- 4. MODEL SETUP (MARBERTv2) ---
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# MARBERT is superior for dialectal Arabic (Levantine, Egyptian, etc.)
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MODEL_NAME = "UBC-NLP/MARBERTv2"
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print(f"🚀 Preparing to fine-tune {MODEL_NAME}...")
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full_df['text'] = full_df['text'].apply(clean_text)
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# --- 4. MODEL SETUP (MARBERTv2) ---
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MODEL_NAME = "UBC-NLP/MARBERTv2"
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print(f"🚀 Preparing to fine-tune {MODEL_NAME}...")
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