# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project from __future__ import annotations from vllm.lora.layers.column_parallel_linear import ( ColumnParallelLinearWithLoRA, MergedColumnParallelLinearWithLoRA, MergedQKVParallelLinearWithLoRA, QKVParallelLinearWithLoRA, ) from .base_linear import DiffusionBaseLinearLayerWithLoRA class DiffusionColumnParallelLinearWithLoRA( DiffusionBaseLinearLayerWithLoRA, ColumnParallelLinearWithLoRA, ): """ Diffusion ColumnParallelLinear with LoRA. Prioritize apply() in DiffusionBaseLinearLayerWithLoRA """ pass class DiffusionMergedColumnParallelLinearWithLoRA( DiffusionBaseLinearLayerWithLoRA, MergedColumnParallelLinearWithLoRA, ): """ Diffusion MergedColumnParallelLinear (gate_up_proj) with LoRA. Prioritize apply() in DiffusionBaseLinearLayerWithLoRA """ pass class DiffusionQKVParallelLinearWithLoRA( DiffusionBaseLinearLayerWithLoRA, QKVParallelLinearWithLoRA, ): """ Diffusion QKVParallelLinear with single LoRA. Prioritize apply() in DiffusionBaseLinearLayerWithLoRA """ pass class DiffusionMergedQKVParallelLinearWithLoRA( DiffusionBaseLinearLayerWithLoRA, MergedQKVParallelLinearWithLoRA, ): """ Diffusion MergedQKVParallelLinear (to_qkv) with 3 LoRAs. Prioritize apply() in DiffusionBaseLinearLayerWithLoRA """ pass