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@ -3,9 +3,8 @@ from typing import Iterator, List, Optional, Tuple, Union
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import torch
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import torch
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from compel import Compel, ReturnedEmbeddingsType
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from compel import Compel, ReturnedEmbeddingsType
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from compel.prompt_parser import Blend, Conjunction, CrossAttentionControlSubstitute, FlattenedPrompt, Fragment
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from compel.prompt_parser import Blend, Conjunction, CrossAttentionControlSubstitute, FlattenedPrompt, Fragment
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from transformers import CLIPTokenizer, CLIPTextModel
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from transformers import CLIPTextModel, CLIPTokenizer
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import invokeai.backend.util.logging as logger
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from invokeai.app.invocations.fields import (
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from invokeai.app.invocations.fields import (
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FieldDescriptions,
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FieldDescriptions,
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Input,
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Input,
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@ -14,11 +13,9 @@ from invokeai.app.invocations.fields import (
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UIComponent,
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UIComponent,
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)
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)
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from invokeai.app.invocations.primitives import ConditioningOutput
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from invokeai.app.invocations.primitives import ConditioningOutput
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from invokeai.app.services.model_records import UnknownModelException
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from invokeai.app.services.shared.invocation_context import InvocationContext
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from invokeai.app.services.shared.invocation_context import InvocationContext
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from invokeai.app.util.ti_utils import generate_ti_list
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from invokeai.app.util.ti_utils import generate_ti_list
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from invokeai.backend.lora import LoRAModelRaw
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from invokeai.backend.lora import LoRAModelRaw
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from invokeai.backend.model_manager.config import ModelType
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from invokeai.backend.model_patcher import ModelPatcher
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from invokeai.backend.model_patcher import ModelPatcher
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from invokeai.backend.stable_diffusion.diffusion.conditioning_data import (
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from invokeai.backend.stable_diffusion.diffusion.conditioning_data import (
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BasicConditioningInfo,
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BasicConditioningInfo,
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@ -26,7 +23,6 @@ from invokeai.backend.stable_diffusion.diffusion.conditioning_data import (
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ExtraConditioningInfo,
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ExtraConditioningInfo,
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SDXLConditioningInfo,
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SDXLConditioningInfo,
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)
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)
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from invokeai.backend.textual_inversion import TextualInversionModelRaw
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from invokeai.backend.util.devices import torch_dtype
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from invokeai.backend.util.devices import torch_dtype
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from .baseinvocation import (
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from .baseinvocation import (
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@ -1,11 +1,11 @@
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import re
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import re
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from typing import List, Tuple
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from typing import List, Tuple
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import invokeai.backend.util.logging as logger
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from invokeai.app.services.model_records import UnknownModelException
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from invokeai.app.services.shared.invocation_context import InvocationContext
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from invokeai.backend.model_manager.config import BaseModelType, ModelType
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from invokeai.backend.model_manager.config import BaseModelType, ModelType
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from invokeai.backend.textual_inversion import TextualInversionModelRaw
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from invokeai.backend.textual_inversion import TextualInversionModelRaw
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from invokeai.app.services.shared.invocation_context import InvocationContext
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from invokeai.app.services.model_records import UnknownModelException
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import invokeai.backend.util.logging as logger
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def extract_ti_triggers_from_prompt(prompt: str) -> List[str]:
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def extract_ti_triggers_from_prompt(prompt: str) -> List[str]:
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