LoRA adapters can be initialized with a closed-form estimate derived from constraint sets linking source and target activations, improving fine-tuning speed and accuracy.
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ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints
LoRA adapters can be initialized with a closed-form estimate derived from constraint sets linking source and target activations, improving fine-tuning speed and accuracy.