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Create app.py
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app.py
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import os
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from autotrain import logger
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from autotrain.trainers.common import ALLOW_REMOTE_CODE
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from autotrain.trainers.text_generation import LLMTrainingParams, LLMTrainer
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def train():
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# Define training parameters
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params = LLMTrainingParams(
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model_name="microsoft/phi-4", # Replace with your model
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data_path="lavita/medical-qa-datasets",
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project_name="phi4-training",
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learning_rate=2e-5,
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num_train_epochs=3,
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batch_size=2,
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fp16=True,
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push_to_hub=True,
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repo_id="hackergeek98/phi4-trained",
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)
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# Initialize and run trainer
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trainer = LLMTrainer(params=params)
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trainer.train()
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if __name__ == "__main__":
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train()
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