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Attention Dispatcher #11368

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ab25ee0
initial attention dispatcher support
a-r-r-o-w Apr 19, 2025
bb0628a
fix wan vae dtype
a-r-r-o-w Apr 19, 2025
03a7630
context manager for switching provider
a-r-r-o-w Apr 20, 2025
4b201df
fix flash/sage seqlen preparation when kv len does not match q len (c…
a-r-r-o-w Apr 21, 2025
9c4d4aa
fix flash-attn input shape bug; remove custom block mask code; update…
a-r-r-o-w Apr 21, 2025
60ac540
Merge branch 'main' into attention-dispatcher
a-r-r-o-w Apr 22, 2025
98320f6
Merge branch 'main' into attention-dispatcher
a-r-r-o-w May 14, 2025
a289d30
provider->backend
a-r-r-o-w May 14, 2025
0430966
refactor; flex attention fixes for compile compatibility
a-r-r-o-w May 15, 2025
6b614a3
Merge branch 'main' into attention-dispatcher
a-r-r-o-w May 16, 2025
66deeac
support more models
a-r-r-o-w May 16, 2025
45a809a
add support for FA3, NPU, XLA
a-r-r-o-w May 30, 2025
15ed1d1
Merge branch 'main' into attention-dispatcher
a-r-r-o-w Jun 4, 2025
29d8fcc
update
a-r-r-o-w Jun 4, 2025
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4 changes: 4 additions & 0 deletions src/diffusers/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -143,6 +143,7 @@
[
"AllegroTransformer3DModel",
"AsymmetricAutoencoderKL",
"AttentionProvider",
"AuraFlowTransformer2DModel",
"AutoencoderDC",
"AutoencoderKL",
Expand Down Expand Up @@ -212,6 +213,7 @@
"UVit2DModel",
"VQModel",
"WanTransformer3DModel",
"attention_provider",
]
)
_import_structure["optimization"] = [
Expand Down Expand Up @@ -738,6 +740,7 @@
from .models import (
AllegroTransformer3DModel,
AsymmetricAutoencoderKL,
AttentionProvider,
AuraFlowTransformer2DModel,
AutoencoderDC,
AutoencoderKL,
Expand Down Expand Up @@ -806,6 +809,7 @@
UVit2DModel,
VQModel,
WanTransformer3DModel,
attention_provider,
)
from .optimization import (
get_constant_schedule,
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2 changes: 2 additions & 0 deletions src/diffusers/models/__init__.py
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Expand Up @@ -26,6 +26,7 @@

if is_torch_available():
_import_structure["adapter"] = ["MultiAdapter", "T2IAdapter"]
_import_structure["attention_dispatch"] = ["AttentionProvider", "attention_provider"]
_import_structure["auto_model"] = ["AutoModel"]
_import_structure["autoencoders.autoencoder_asym_kl"] = ["AsymmetricAutoencoderKL"]
_import_structure["autoencoders.autoencoder_dc"] = ["AutoencoderDC"]
Expand Down Expand Up @@ -106,6 +107,7 @@
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
if is_torch_available():
from .adapter import MultiAdapter, T2IAdapter
from .attention_dispatch import AttentionProvider, attention_provider
from .auto_model import AutoModel
from .autoencoders import (
AsymmetricAutoencoderKL,
Expand Down
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