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Run ruff
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@ -1,4 +1,3 @@
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import numpy as np
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import torch
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from einops import rearrange
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from PIL import Image
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@ -14,15 +13,13 @@ from invokeai.app.invocations.fields import (
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)
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from invokeai.app.invocations.model import TransformerField, VAEField
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from invokeai.app.invocations.primitives import ImageOutput
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from invokeai.app.services.session_processor.session_processor_common import CanceledException, ProgressImage
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from invokeai.app.services.session_processor.session_processor_common import CanceledException
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from invokeai.app.services.shared.invocation_context import InvocationContext
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from invokeai.app.util.step_callback import PipelineIntermediateState
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from invokeai.backend.flux.model import Flux
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from invokeai.backend.flux.modules.autoencoder import AutoEncoder
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from invokeai.backend.flux.sampling import denoise, get_noise, get_schedule, prepare_latent_img_patches, unpack
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from invokeai.backend.stable_diffusion.diffusion.conditioning_data import FLUXConditioningInfo
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from invokeai.backend.util.devices import TorchDevice
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from invokeai.backend.util.util import image_to_dataURL
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@invocation(
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@ -8,7 +8,6 @@ from einops import rearrange, repeat
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from torch import Tensor
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from tqdm import tqdm
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from invokeai.app.util.step_callback import PipelineIntermediateState
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from invokeai.backend.flux.model import Flux
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from invokeai.backend.flux.modules.conditioner import HFEncoder
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