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src/diffusers/models/_modeling_parallel.py

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# Experimental parallelism support for Diffusers.
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# 🚨🚨🚨 Experimental parallelism support for Diffusers 🚨🚨🚨
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# Experimental changes are subject to change and APIs may break without warning.
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# Copyright 2025 The HuggingFace Team. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");

src/diffusers/models/attention_dispatch.py

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import torch
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import torch.distributed._functional_collectives as funcol
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import torch.distributed.tensor
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from ..utils import (
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get_logger,

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