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Not all layers contribute equally to task performance. Spectrum uses SVD analysis to identify which layers matter most for your task.
The method:
Compute weight matrix SVD for each layer
Rank layers by how much they need to change
Apply LoRA only to high-impact layers
This can reduce parameters by % with minimal quality loss.
