HemanM commited on
Commit
83028c9
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verified ·
1 Parent(s): b7194b1

Update init_model.py

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  1. init_model.py +13 -2
init_model.py CHANGED
@@ -1,12 +1,23 @@
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- from evo_model import EvoTransformerConfig, EvoTransformerForClassification
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  import os
 
 
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  def initialize_and_save_model():
 
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  config = EvoTransformerConfig()
 
 
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  model = EvoTransformerForClassification(config)
 
 
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  os.makedirs("trained_model", exist_ok=True)
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  model.save_pretrained("trained_model")
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- print("✅ EvoTransformer initial model saved to 'trained_model/'")
 
 
 
 
 
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  if __name__ == "__main__":
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  initialize_and_save_model()
 
 
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  import os
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+ from transformers import BertTokenizer
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+ from evo_model import EvoTransformerConfig, EvoTransformerForClassification
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  def initialize_and_save_model():
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+ # Step 1: Initialize configuration
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  config = EvoTransformerConfig()
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+
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+ # Step 2: Initialize model
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  model = EvoTransformerForClassification(config)
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+
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+ # Step 3: Save model
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  os.makedirs("trained_model", exist_ok=True)
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  model.save_pretrained("trained_model")
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+
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+ # Step 4: Save tokenizer (BERT-based)
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+ tokenizer = BertTokenizer.from_pretrained("bert-base-uncased")
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+ tokenizer.save_pretrained("trained_model")
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+
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+ print("✅ EvoTransformer and tokenizer initialized and saved to 'trained_model/'")
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  if __name__ == "__main__":
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  initialize_and_save_model()