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vllm-omni/vllm_omni/diffusion/lora/layers/column_parallel_linear.py
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# 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