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vllm-omni/vllm_omni/diffusion/distributed/__init__.py
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2026-02-26 21:31:10 +08:00

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Python

# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Distributed utilities for vLLM-Omni diffusion models."""
from vllm_omni.diffusion.distributed.hsdp import (
HSDPInferenceConfig,
apply_hsdp_to_model,
)
from vllm_omni.diffusion.distributed.parallel_state import (
get_fs_group,
get_fully_shard_rank,
get_fully_shard_world_size,
)
from vllm_omni.diffusion.distributed.sp_plan import (
SequenceParallelConfig,
SequenceParallelInput,
SequenceParallelModelPlan,
SequenceParallelOutput,
SequenceParallelPartialInput,
get_sp_plan_from_model,
validate_sp_plan,
)
from vllm_omni.diffusion.distributed.sp_sharding import (
ShardingValidator,
get_sharding_validator,
sp_gather,
sp_shard,
sp_shard_with_padding,
)
__all__ = [
# Config
"SequenceParallelConfig",
# Plan types
"SequenceParallelInput",
"SequenceParallelOutput",
"SequenceParallelPartialInput",
"SequenceParallelModelPlan",
"validate_sp_plan",
"get_sp_plan_from_model",
# Sharding utilities
"sp_shard",
"sp_gather",
"sp_shard_with_padding",
"ShardingValidator",
"get_sharding_validator",
"HSDPInferenceConfig",
"apply_hsdp_to_model",
# FS (Fully Shard) utilities
"get_fs_group",
"get_fully_shard_rank",
"get_fully_shard_world_size",
]