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dev(InvokeAIDiffuserComponent): mollify type checker's concern about the optional argument
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@ -6,12 +6,18 @@ from typing import Callable, Optional, Union, Any, Dict
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import numpy as np
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import torch
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from diffusers.models.cross_attention import AttnProcessor
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from typing_extensions import TypeAlias
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from ldm.models.diffusion.cross_attention_control import Arguments, \
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restore_default_cross_attention, override_cross_attention, Context, get_cross_attention_modules, \
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CrossAttentionType, SwapCrossAttnContext
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from ldm.models.diffusion.cross_attention_map_saving import AttentionMapSaver
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ModelForwardCallback: TypeAlias = Union[
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# x, t, conditioning, Optional[cross-attention kwargs]
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Callable[[torch.Tensor, torch.Tensor, torch.Tensor, Optional[dict[str, Any]]], torch.Tensor],
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Callable[[torch.Tensor, torch.Tensor, torch.Tensor], torch.Tensor]
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]
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@dataclass(frozen=True)
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class PostprocessingSettings:
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@ -42,8 +48,7 @@ class InvokeAIDiffuserComponent:
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return self.cross_attention_control_args is not None
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def __init__(self, model, model_forward_callback:
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Callable[[torch.Tensor, torch.Tensor, torch.Tensor, Optional[dict[str,Any]]], torch.Tensor],
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def __init__(self, model, model_forward_callback: ModelForwardCallback,
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is_running_diffusers: bool=False,
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):
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"""
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