FRAQ recovers the rank-truncated exact aggregate of client LoRA updates using one reduced QR and a small Gram eigenproblem, avoiding any full-weight-space SVD.
and Delellis, Nicole S
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FraQ: Efficient Coordinate-Space Recompression for Federated Low-Rank Adaptation
FRAQ recovers the rank-truncated exact aggregate of client LoRA updates using one reduced QR and a small Gram eigenproblem, avoiding any full-weight-space SVD.