model.layers[0] = LinearWithDoRAMerged(model.layers[0], rank=4, alpha=8) model.layers[2] = LinearWithDoRAMerged(model.layers[2], rank=4, alpha=8) model.layers[4] = LinearWithDoRAMerged(model.layers[4], rank=4, alpha=8) print(model)