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  ### Training hyperparameters
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  ### Training hyperparameters
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+ - Low-Rank Adaptation (LoRA)
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+ - training = 7 epochs
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+ - learning rate = 0.0002
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+ - batch sizes = 1 per device
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+ - gradient accumulation steps = 1.
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+ - The optimizer "paged_adamw_32bit"
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+ - 10 warmup steps
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+ - 4-bit quantization with the NormalFloat 4 format
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