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feat: Add Clip Skip (#3666)

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blessedcoolant 2023-07-07 16:28:17 +12:00 committed by GitHub
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21 changed files with 380 additions and 87 deletions
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19
invokeai/app/invocations/compel.py
View File

@ -95,6 +95,7 @@ class CompelInvocation(BaseInvocation):
with ModelPatcher.apply_lora_text_encoder(text_encoder_info.context.model, _lora_loader()),\
ModelPatcher.apply_ti(tokenizer_info.context.model, text_encoder_info.context.model, ti_list) as (tokenizer, ti_manager),\
ModelPatcher.apply_clip_skip(text_encoder_info.context.model, self.clip.skipped_layers),\
text_encoder_info as text_encoder:
compel = Compel(
@ -134,6 +135,24 @@ class CompelInvocation(BaseInvocation):
),
)
class ClipSkipInvocationOutput(BaseInvocationOutput):
"""Clip skip node output"""
type: Literal["clip_skip_output"] = "clip_skip_output"
clip: ClipField = Field(None, description="Clip with skipped layers")
class ClipSkipInvocation(BaseInvocation):
"""Skip layers in clip text_encoder model."""
type: Literal["clip_skip"] = "clip_skip"
clip: ClipField = Field(None, description="Clip to use")
skipped_layers: int = Field(0, description="Number of layers to skip in text_encoder")
def invoke(self, context: InvocationContext) -> ClipSkipInvocationOutput:
self.clip.skipped_layers += self.skipped_layers
return ClipSkipInvocationOutput(
clip=self.clip,
)
def get_max_token_count(
tokenizer, prompt: Union[FlattenedPrompt, Blend, Conjunction],

2
invokeai/app/invocations/model.py
View File

@ -30,6 +30,7 @@ class UNetField(BaseModel):
class ClipField(BaseModel):
tokenizer: ModelInfo = Field(description="Info to load tokenizer submodel")
text_encoder: ModelInfo = Field(description="Info to load text_encoder submodel")
skipped_layers: int = Field(description="Number of skipped layers in text_encoder")
loras: List[LoraInfo] = Field(description="Loras to apply on model loading")
@ -154,6 +155,7 @@ class MainModelLoaderInvocation(BaseInvocation):
submodel=SubModelType.TextEncoder,
),
loras=[],
skipped_layers=0,
),
vae=VaeField(
vae=ModelInfo(

18
invokeai/backend/model_management/lora.py
View File

@ -615,6 +615,24 @@ class ModelPatcher:
text_encoder.resize_token_embeddings(init_tokens_count)
@classmethod
@contextmanager
def apply_clip_skip(
cls,
text_encoder: CLIPTextModel,
clip_skip: int,
):
skipped_layers = []
try:
for i in range(clip_skip):
skipped_layers.append(text_encoder.text_model.encoder.layers.pop(-1))
yield
finally:
while len(skipped_layers) > 0:
text_encoder.text_model.encoder.layers.append(skipped_layers.pop())
class TextualInversionModel:
name: str
embedding: torch.Tensor # [n, 768]|[n, 1280]

6
invokeai/frontend/web/public/locales/en.json
View File

@ -527,7 +527,8 @@
"showOptionsPanel": "Show Options Panel",
"hidePreview": "Hide Preview",
"showPreview": "Show Preview",
"controlNetControlMode": "Control Mode"
"controlNetControlMode": "Control Mode",
"clipSkip": "Clip Skip"
},
"settings": {
"models": "Models",
@ -551,7 +552,8 @@
"generation": "Generation",
"ui": "User Interface",
"favoriteSchedulers": "Favorite Schedulers",
"favoriteSchedulersPlaceholder": "No schedulers favorited"
"favoriteSchedulersPlaceholder": "No schedulers favorited",
"showAdvancedOptions": "Show Advanced Options"
},
"toast": {
"serverError": "Server Error",

4
invokeai/frontend/web/src/common/components/IAISlider.tsx
View File

@ -26,7 +26,7 @@ import {
} from '@chakra-ui/react';
import { clamp } from 'lodash-es';
import { useTranslation } from 'react-i18next';
import { roundDownToMultiple } from 'common/util/roundDownToMultiple';
import {
FocusEvent,
memo,
@ -36,9 +36,9 @@ import {
useMemo,
useState,
} from 'react';
import { useTranslation } from 'react-i18next';
import { BiReset } from 'react-icons/bi';
import IAIIconButton, { IAIIconButtonProps } from './IAIIconButton';
import { roundDownToMultiple } from 'common/util/roundDownToMultiple';
const SLIDER_MARK_STYLES: ChakraProps['sx'] = {
mt: 1.5,

19
invokeai/frontend/web/src/features/nodes/util/graphBuilders/buildCanvasImageToImageGraph.ts
View File

@ -12,6 +12,7 @@ import { addDynamicPromptsToGraph } from './addDynamicPromptsToGraph';
import { addLoRAsToGraph } from './addLoRAsToGraph';
import { addVAEToGraph } from './addVAEToGraph';
import {
CLIP_SKIP,
IMAGE_TO_IMAGE_GRAPH,
IMAGE_TO_LATENTS,
LATENTS_TO_IMAGE,
@ -40,6 +41,7 @@ export const buildCanvasImageToImageGraph = (
scheduler,
steps,
img2imgStrength: strength,
clipSkip,
iterations,
seed,
shouldRandomizeSeed,
@ -82,6 +84,11 @@ export const buildCanvasImageToImageGraph = (
id: MAIN_MODEL_LOADER,
model,
},
[CLIP_SKIP]: {
type: 'clip_skip',
id: CLIP_SKIP,
skipped_layers: clipSkip,
},
[LATENTS_TO_IMAGE]: {
type: 'l2i',
id: LATENTS_TO_IMAGE,
@ -109,6 +116,16 @@ export const buildCanvasImageToImageGraph = (
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: CLIP_SKIP,
field: 'clip',
},
},
{
source: {
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
node_id: POSITIVE_CONDITIONING,
field: 'clip',
@ -116,7 +133,7 @@ export const buildCanvasImageToImageGraph = (
},
{
source: {
node_id: MAIN_MODEL_LOADER,
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {

77
invokeai/frontend/web/src/features/nodes/util/graphBuilders/buildCanvasInpaintGraph.ts
View File

@ -11,6 +11,7 @@ import { modelIdToMainModelField } from '../modelIdToMainModelField';
import { addLoRAsToGraph } from './addLoRAsToGraph';
import { addVAEToGraph } from './addVAEToGraph';
import {
CLIP_SKIP,
INPAINT,
INPAINT_GRAPH,
ITERATE,
@ -49,6 +50,7 @@ export const buildCanvasInpaintGraph = (
seamStrength,
tileSize,
infillMethod,
clipSkip,
} = state.generation;
// The bounding box determines width and height, not the width and height params
@ -108,6 +110,11 @@ export const buildCanvasInpaintGraph = (
id: MAIN_MODEL_LOADER,
model,
},
[CLIP_SKIP]: {
type: 'clip_skip',
id: CLIP_SKIP,
skipped_layers: clipSkip,
},
[RANGE_OF_SIZE]: {
type: 'range_of_size',
id: RANGE_OF_SIZE,
@ -122,6 +129,46 @@ export const buildCanvasInpaintGraph = (
},
},
edges: [
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'unet',
},
destination: {
node_id: INPAINT,
field: 'unet',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: CLIP_SKIP,
field: 'clip',
},
},
{
source: {
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
node_id: POSITIVE_CONDITIONING,
field: 'clip',
},
},
{
source: {
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
node_id: NEGATIVE_CONDITIONING,
field: 'clip',
},
},
{
source: {
node_id: NEGATIVE_CONDITIONING,
@ -142,36 +189,6 @@ export const buildCanvasInpaintGraph = (
field: 'positive_conditioning',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: POSITIVE_CONDITIONING,
field: 'clip',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: NEGATIVE_CONDITIONING,
field: 'clip',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'unet',
},
destination: {
node_id: INPAINT,
field: 'unet',
},
},
{
source: {
node_id: RANGE_OF_SIZE,

19
invokeai/frontend/web/src/features/nodes/util/graphBuilders/buildCanvasTextToImageGraph.ts
View File

@ -6,6 +6,7 @@ import { addDynamicPromptsToGraph } from './addDynamicPromptsToGraph';
import { addLoRAsToGraph } from './addLoRAsToGraph';
import { addVAEToGraph } from './addVAEToGraph';
import {
CLIP_SKIP,
LATENTS_TO_IMAGE,
MAIN_MODEL_LOADER,
NEGATIVE_CONDITIONING,
@ -28,6 +29,7 @@ export const buildCanvasTextToImageGraph = (
cfgScale: cfg_scale,
scheduler,
steps,
clipSkip,
iterations,
seed,
shouldRandomizeSeed,
@ -79,6 +81,11 @@ export const buildCanvasTextToImageGraph = (
id: MAIN_MODEL_LOADER,
model,
},
[CLIP_SKIP]: {
type: 'clip_skip',
id: CLIP_SKIP,
skipped_layers: clipSkip,
},
[LATENTS_TO_IMAGE]: {
type: 'l2i',
id: LATENTS_TO_IMAGE,
@ -110,6 +117,16 @@ export const buildCanvasTextToImageGraph = (
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: CLIP_SKIP,
field: 'clip',
},
},
{
source: {
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
node_id: POSITIVE_CONDITIONING,
field: 'clip',
@ -117,7 +134,7 @@ export const buildCanvasTextToImageGraph = (
},
{
source: {
node_id: MAIN_MODEL_LOADER,
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {

50
invokeai/frontend/web/src/features/nodes/util/graphBuilders/buildLinearImageToImageGraph.ts
View File

@ -13,6 +13,7 @@ import { addDynamicPromptsToGraph } from './addDynamicPromptsToGraph';
import { addLoRAsToGraph } from './addLoRAsToGraph';
import { addVAEToGraph } from './addVAEToGraph';
import {
CLIP_SKIP,
IMAGE_COLLECTION,
IMAGE_COLLECTION_ITERATE,
IMAGE_TO_IMAGE_GRAPH,
@ -46,6 +47,7 @@ export const buildLinearImageToImageGraph = (
shouldFitToWidthHeight,
width,
height,
clipSkip,
} = state.generation;
const {
@ -77,6 +79,16 @@ export const buildLinearImageToImageGraph = (
const graph: NonNullableGraph = {
id: IMAGE_TO_IMAGE_GRAPH,
nodes: {
[MAIN_MODEL_LOADER]: {
type: 'main_model_loader',
id: MAIN_MODEL_LOADER,
model,
},
[CLIP_SKIP]: {
type: 'clip_skip',
id: CLIP_SKIP,
skipped_layers: clipSkip,
},
[POSITIVE_CONDITIONING]: {
type: 'compel',
id: POSITIVE_CONDITIONING,
@ -91,11 +103,6 @@ export const buildLinearImageToImageGraph = (
type: 'noise',
id: NOISE,
},
[MAIN_MODEL_LOADER]: {
type: 'main_model_loader',
id: MAIN_MODEL_LOADER,
model,
},
[LATENTS_TO_IMAGE]: {
type: 'l2i',
id: LATENTS_TO_IMAGE,
@ -121,6 +128,26 @@ export const buildLinearImageToImageGraph = (
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'unet',
},
destination: {
node_id: LATENTS_TO_LATENTS,
field: 'unet',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: CLIP_SKIP,
field: 'clip',
},
},
{
source: {
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
@ -130,7 +157,7 @@ export const buildLinearImageToImageGraph = (
},
{
source: {
node_id: MAIN_MODEL_LOADER,
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
@ -168,17 +195,6 @@ export const buildLinearImageToImageGraph = (
field: 'noise',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'unet',
},
destination: {
node_id: LATENTS_TO_LATENTS,
field: 'unet',
},
},
{
source: {
node_id: NEGATIVE_CONDITIONING,

77
invokeai/frontend/web/src/features/nodes/util/graphBuilders/buildLinearTextToImageGraph.ts
View File

@ -6,6 +6,7 @@ import { addDynamicPromptsToGraph } from './addDynamicPromptsToGraph';
import { addLoRAsToGraph } from './addLoRAsToGraph';
import { addVAEToGraph } from './addVAEToGraph';
import {
CLIP_SKIP,
LATENTS_TO_IMAGE,
MAIN_MODEL_LOADER,
NEGATIVE_CONDITIONING,
@ -27,6 +28,7 @@ export const buildLinearTextToImageGraph = (
steps,
width,
height,
clipSkip,
} = state.generation;
const model = modelIdToMainModelField(modelId);
@ -44,6 +46,16 @@ export const buildLinearTextToImageGraph = (
const graph: NonNullableGraph = {
id: TEXT_TO_IMAGE_GRAPH,
nodes: {
[MAIN_MODEL_LOADER]: {
type: 'main_model_loader',
id: MAIN_MODEL_LOADER,
model,
},
[CLIP_SKIP]: {
type: 'clip_skip',
id: CLIP_SKIP,
skipped_layers: clipSkip,
},
[POSITIVE_CONDITIONING]: {
type: 'compel',
id: POSITIVE_CONDITIONING,
@ -67,11 +79,6 @@ export const buildLinearTextToImageGraph = (
scheduler,
steps,
},
[MAIN_MODEL_LOADER]: {
type: 'main_model_loader',
id: MAIN_MODEL_LOADER,
model,
},
[LATENTS_TO_IMAGE]: {
type: 'l2i',
id: LATENTS_TO_IMAGE,
@ -80,12 +87,42 @@ export const buildLinearTextToImageGraph = (
edges: [
{
source: {
node_id: NEGATIVE_CONDITIONING,
field: 'conditioning',
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: CLIP_SKIP,
field: 'clip',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'unet',
},
destination: {
node_id: TEXT_TO_LATENTS,
field: 'negative_conditioning',
field: 'unet',
},
},
{
source: {
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
node_id: POSITIVE_CONDITIONING,
field: 'clip',
},
},
{
source: {
node_id: CLIP_SKIP,
field: 'clip',
},
destination: {
node_id: NEGATIVE_CONDITIONING,
field: 'clip',
},
},
{
@ -100,32 +137,12 @@ export const buildLinearTextToImageGraph = (
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: POSITIVE_CONDITIONING,
field: 'clip',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'clip',
},
destination: {
node_id: NEGATIVE_CONDITIONING,
field: 'clip',
},
},
{
source: {
node_id: MAIN_MODEL_LOADER,
field: 'unet',
field: 'conditioning',
},
destination: {
node_id: TEXT_TO_LATENTS,
field: 'unet',
field: 'negative_conditioning',
},
},
{

1
invokeai/frontend/web/src/features/nodes/util/graphBuilders/constants.ts
View File

@ -10,6 +10,7 @@ export const ITERATE = 'iterate';
export const MAIN_MODEL_LOADER = 'main_model_loader';
export const VAE_LOADER = 'vae_loader';
export const LORA_LOADER = 'lora_loader';
export const CLIP_SKIP = 'clip_skip';
export const IMAGE_TO_LATENTS = 'image_to_latents';
export const LATENTS_TO_LATENTS = 'latents_to_latents';
export const RESIZE = 'resize_image';

34
invokeai/frontend/web/src/features/parameters/components/Parameters/Advanced/ParamAdvancedCollapse.tsx Normal file
View File

@ -0,0 +1,34 @@
import { Flex } from '@chakra-ui/react';
import { createSelector } from '@reduxjs/toolkit';
import { RootState, stateSelector } from 'app/store/store';
import { useAppSelector } from 'app/store/storeHooks';
import { defaultSelectorOptions } from 'app/store/util/defaultMemoizeOptions';
import IAICollapse from 'common/components/IAICollapse';
import ParamClipSkip from './ParamClipSkip';
const selector = createSelector(
stateSelector,
(state: RootState) => {
const clipSkip = state.generation.clipSkip;
return {
activeLabel: clipSkip > 0 ? `Clip Skip Active` : undefined,
};
},
defaultSelectorOptions
);
export default function ParamAdvancedCollapse() {
const { activeLabel } = useAppSelector(selector);
const shouldShowAdvancedOptions = useAppSelector(
(state: RootState) => state.ui.shouldShowAdvancedOptions
);
return (
shouldShowAdvancedOptions && (
<IAICollapse label={'Advanced'} activeLabel={activeLabel}>
<Flex sx={{ flexDir: 'column', gap: 2 }}>
<ParamClipSkip />
</Flex>
</IAICollapse>
)
);
}

43
invokeai/frontend/web/src/features/parameters/components/Parameters/Advanced/ParamClipSkip.tsx Normal file
View File

@ -0,0 +1,43 @@
import { RootState } from 'app/store/store';
import { useAppDispatch, useAppSelector } from 'app/store/storeHooks';
import IAISlider from 'common/components/IAISlider';
import { setClipSkip } from 'features/parameters/store/generationSlice';
import { useCallback } from 'react';
import { useTranslation } from 'react-i18next';
export default function ParamClipSkip() {
const clipSkip = useAppSelector(
(state: RootState) => state.generation.clipSkip
);
const dispatch = useAppDispatch();
const { t } = useTranslation();
const handleClipSkipChange = useCallback(
(v: number) => {
dispatch(setClipSkip(v));
},
[dispatch]
);
const handleClipSkipReset = useCallback(() => {
dispatch(setClipSkip(0));
}, [dispatch]);
return (
<IAISlider
label={t('parameters.clipSkip')}
aria-label={t('parameters.clipSkip')}
min={0}
max={30}
step={1}
value={clipSkip}
onChange={handleClipSkipChange}
withSliderMarks
sliderMarks={[0, 1, 2, 3, 5, 10, 15, 25, 30]}
withInput
withReset
handleReset={handleClipSkipReset}
/>
);
}

11
invokeai/frontend/web/src/features/parameters/store/generationSlice.ts
View File

@ -2,6 +2,7 @@ import type { PayloadAction } from '@reduxjs/toolkit';
import { createSlice } from '@reduxjs/toolkit';
import { DEFAULT_SCHEDULER_NAME } from 'app/constants';
import { configChanged } from 'features/system/store/configSlice';
import { setShouldShowAdvancedOptions } from 'features/ui/store/uiSlice';
import { clamp } from 'lodash-es';
import { ImageDTO } from 'services/api/types';
import {
@ -51,6 +52,7 @@ export interface GenerationState {
vae: VAEParam;
seamlessXAxis: boolean;
seamlessYAxis: boolean;
clipSkip: number;
}
export const initialGenerationState: GenerationState = {
@ -85,6 +87,7 @@ export const initialGenerationState: GenerationState = {
vae: '',
seamlessXAxis: false,
seamlessYAxis: false,
clipSkip: 0,
};
const initialState: GenerationState = initialGenerationState;
@ -217,6 +220,9 @@ export const generationSlice = createSlice({
vaeSelected: (state, action: PayloadAction<string>) => {
state.vae = action.payload;
},
setClipSkip: (state, action: PayloadAction<number>) => {
state.clipSkip = action.payload;
},
},
extraReducers: (builder) => {
builder.addCase(configChanged, (state, action) => {
@ -225,6 +231,10 @@ export const generationSlice = createSlice({
state.model = defaultModel;
}
});
builder.addCase(setShouldShowAdvancedOptions, (state, action) => {
const advancedOptionsStatus = action.payload;
if (!advancedOptionsStatus) state.clipSkip = 0;
});
},
});
@ -265,6 +275,7 @@ export const {
setShouldUseNoiseSettings,
setSeamlessXAxis,
setSeamlessYAxis,
setClipSkip,
} = generationSlice.actions;
export default generationSlice.reducer;

11
invokeai/frontend/web/src/features/system/components/SettingsModal/SettingsModal.tsx
View File

@ -30,6 +30,7 @@ import {
} from 'features/system/store/systemSlice';
import { uiSelector } from 'features/ui/store/uiSelectors';
import {
setShouldShowAdvancedOptions,
setShouldShowProgressInViewer,
setShouldUseCanvasBetaLayout,
setShouldUseSliders,
@ -64,6 +65,7 @@ const selector = createSelector(
shouldUseCanvasBetaLayout,
shouldUseSliders,
shouldShowProgressInViewer,
shouldShowAdvancedOptions,
} = ui;
return {
@ -76,6 +78,7 @@ const selector = createSelector(
consoleLogLevel,
shouldLogToConsole,
shouldAntialiasProgressImage,
shouldShowAdvancedOptions,
};
},
{
@ -132,6 +135,7 @@ const SettingsModal = ({ children, config }: SettingsModalProps) => {
consoleLogLevel,
shouldLogToConsole,
shouldAntialiasProgressImage,
shouldShowAdvancedOptions,
} = useAppSelector(selector);
const handleClickResetWebUI = useCallback(() => {
@ -189,6 +193,13 @@ const SettingsModal = ({ children, config }: SettingsModalProps) => {
dispatch(setShouldConfirmOnDelete(e.target.checked))
}
/>
<IAISwitch
label={t('settings.showAdvancedOptions')}
isChecked={shouldShowAdvancedOptions}
onChange={(e: ChangeEvent<HTMLInputElement>) =>
dispatch(setShouldShowAdvancedOptions(e.target.checked))
}
/>
</StyledFlex>
<StyledFlex>

2
invokeai/frontend/web/src/features/ui/components/tabs/ImageToImage/ImageToImageTabParameters.tsx
View File

@ -1,5 +1,6 @@
import ParamDynamicPromptsCollapse from 'features/dynamicPrompts/components/ParamDynamicPromptsCollapse';
import ParamLoraCollapse from 'features/lora/components/ParamLoraCollapse';
import ParamAdvancedCollapse from 'features/parameters/components/Parameters/Advanced/ParamAdvancedCollapse';
import ParamControlNetCollapse from 'features/parameters/components/Parameters/ControlNet/ParamControlNetCollapse';
import ParamNegativeConditioning from 'features/parameters/components/Parameters/Core/ParamNegativeConditioning';
import ParamPositiveConditioning from 'features/parameters/components/Parameters/Core/ParamPositiveConditioning';
@ -25,6 +26,7 @@ const ImageToImageTabParameters = () => {
<ParamNoiseCollapse />
<ParamSymmetryCollapse />
<ParamSeamlessCollapse />
<ParamAdvancedCollapse />
</>
);
};

2
invokeai/frontend/web/src/features/ui/components/tabs/TextToImage/TextToImageTabParameters.tsx
View File

@ -1,5 +1,6 @@
import ParamDynamicPromptsCollapse from 'features/dynamicPrompts/components/ParamDynamicPromptsCollapse';
import ParamLoraCollapse from 'features/lora/components/ParamLoraCollapse';
import ParamAdvancedCollapse from 'features/parameters/components/Parameters/Advanced/ParamAdvancedCollapse';
import ParamControlNetCollapse from 'features/parameters/components/Parameters/ControlNet/ParamControlNetCollapse';
import ParamNegativeConditioning from 'features/parameters/components/Parameters/Core/ParamNegativeConditioning';
import ParamPositiveConditioning from 'features/parameters/components/Parameters/Core/ParamPositiveConditioning';
@ -27,6 +28,7 @@ const TextToImageTabParameters = () => {
<ParamSymmetryCollapse />
<ParamHiresCollapse />
<ParamSeamlessCollapse />
<ParamAdvancedCollapse />
</>
);
};

2
invokeai/frontend/web/src/features/ui/components/tabs/UnifiedCanvas/UnifiedCanvasParameters.tsx
View File

@ -1,5 +1,6 @@
import ParamDynamicPromptsCollapse from 'features/dynamicPrompts/components/ParamDynamicPromptsCollapse';
import ParamLoraCollapse from 'features/lora/components/ParamLoraCollapse';
import ParamAdvancedCollapse from 'features/parameters/components/Parameters/Advanced/ParamAdvancedCollapse';
import ParamInfillAndScalingCollapse from 'features/parameters/components/Parameters/Canvas/InfillAndScaling/ParamInfillAndScalingCollapse';
import ParamSeamCorrectionCollapse from 'features/parameters/components/Parameters/Canvas/SeamCorrection/ParamSeamCorrectionCollapse';
import ParamControlNetCollapse from 'features/parameters/components/Parameters/ControlNet/ParamControlNetCollapse';
@ -25,6 +26,7 @@ const UnifiedCanvasParameters = () => {
<ParamSymmetryCollapse />
<ParamSeamCorrectionCollapse />
<ParamInfillAndScalingCollapse />
<ParamAdvancedCollapse />
</>
);
};

5
invokeai/frontend/web/src/features/ui/store/uiSlice.ts
View File

@ -20,6 +20,7 @@ export const initialUIState: UIState = {
shouldHidePreview: false,
shouldShowProgressInViewer: true,
shouldShowEmbeddingPicker: false,
shouldShowAdvancedOptions: false,
favoriteSchedulers: [],
};
@ -100,6 +101,9 @@ export const uiSlice = createSlice({
toggleEmbeddingPicker: (state) => {
state.shouldShowEmbeddingPicker = !state.shouldShowEmbeddingPicker;
},
setShouldShowAdvancedOptions: (state, action: PayloadAction<boolean>) => {
state.shouldShowAdvancedOptions = action.payload;
},
},
extraReducers(builder) {
builder.addCase(initialImageChanged, (state) => {
@ -127,6 +131,7 @@ export const {
setShouldShowProgressInViewer,
favoriteSchedulersChanged,
toggleEmbeddingPicker,
setShouldShowAdvancedOptions,
} = uiSlice.actions;
export default uiSlice.reducer;

1
invokeai/frontend/web/src/features/ui/store/uiTypes.ts
View File

@ -28,5 +28,6 @@ export interface UIState {
shouldShowGallery: boolean;
shouldShowProgressInViewer: boolean;
shouldShowEmbeddingPicker: boolean;
shouldShowAdvancedOptions: boolean;
favoriteSchedulers: SchedulerParam[];
}

64
invokeai/frontend/web/src/services/api/schema.d.ts vendored
View File

@ -446,12 +446,68 @@ export type components = {
* @description Info to load text_encoder submodel
*/
text_encoder: components["schemas"]["ModelInfo"];
/**
* Skipped Layers
* @description Number of skipped layers in text_encoder
*/
skipped_layers: number;
/**
* Loras
* @description Loras to apply on model loading
*/
loras: (components["schemas"]["LoraInfo"])[];
};
/**
* ClipSkipInvocation
* @description Skip layers in clip text_encoder model.
*/
ClipSkipInvocation: {
/**
* Id
* @description The id of this node. Must be unique among all nodes.
*/
id: string;
/**
* Is Intermediate
* @description Whether or not this node is an intermediate node.
* @default false
*/
is_intermediate?: boolean;
/**
* Type
* @default clip_skip
* @enum {string}
*/
type?: "clip_skip";
/**
* Clip
* @description Clip to use
*/
clip?: components["schemas"]["ClipField"];
/**
* Skipped Layers
* @description Number of layers to skip in text_encoder
* @default 0
*/
skipped_layers?: number;
};
/**
* ClipSkipInvocationOutput
* @description Clip skip node output
*/
ClipSkipInvocationOutput: {
/**
* Type
* @default clip_skip_output
* @enum {string}
*/
type?: "clip_skip_output";
/**
* Clip
* @description Clip with skipped layers
*/
clip?: components["schemas"]["ClipField"];
};
/**
* CollectInvocation
* @description Collects values into a collection
@ -1054,7 +1110,7 @@ export type components = {
* @description The nodes in this graph
*/
nodes?: {
[key: string]: (components["schemas"]["LoadImageInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["ParamIntInvocation"] | components["schemas"]["ParamFloatInvocation"] | components["schemas"]["TextToLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["UpscaleInvocation"] | components["schemas"]["RestoreFaceInvocation"] | components["schemas"]["InpaintInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"] | components["schemas"]["LatentsToLatentsInvocation"]) | undefined;
[key: string]: (components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["LoadImageInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["TextToLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["InpaintInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["ParamIntInvocation"] | components["schemas"]["ParamFloatInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["RestoreFaceInvocation"] | components["schemas"]["UpscaleInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"] | components["schemas"]["LatentsToLatentsInvocation"]) | undefined;
};
/**
* Edges
@ -1097,7 +1153,7 @@ export type components = {
* @description The results of node executions
*/
results: {
[key: string]: (components["schemas"]["ImageOutput"] | components["schemas"]["MaskOutput"] | components["schemas"]["ControlOutput"] | components["schemas"]["ModelLoaderOutput"] | components["schemas"]["LoraLoaderOutput"] | components["schemas"]["VaeLoaderOutput"] | components["schemas"]["PromptOutput"] | components["schemas"]["PromptCollectionOutput"] | components["schemas"]["CompelOutput"] | components["schemas"]["IntOutput"] | components["schemas"]["FloatOutput"] | components["schemas"]["LatentsOutput"] | components["schemas"]["IntCollectionOutput"] | components["schemas"]["FloatCollectionOutput"] | components["schemas"]["ImageCollectionOutput"] | components["schemas"]["NoiseOutput"] | components["schemas"]["GraphInvocationOutput"] | components["schemas"]["IterateInvocationOutput"] | components["schemas"]["CollectInvocationOutput"]) | undefined;
[key: string]: (components["schemas"]["IntCollectionOutput"] | components["schemas"]["FloatCollectionOutput"] | components["schemas"]["ImageCollectionOutput"] | components["schemas"]["ModelLoaderOutput"] | components["schemas"]["LoraLoaderOutput"] | components["schemas"]["VaeLoaderOutput"] | components["schemas"]["CompelOutput"] | components["schemas"]["ClipSkipInvocationOutput"] | components["schemas"]["ImageOutput"] | components["schemas"]["MaskOutput"] | components["schemas"]["ControlOutput"] | components["schemas"]["LatentsOutput"] | components["schemas"]["IntOutput"] | components["schemas"]["FloatOutput"] | components["schemas"]["NoiseOutput"] | components["schemas"]["PromptOutput"] | components["schemas"]["PromptCollectionOutput"] | components["schemas"]["GraphInvocationOutput"] | components["schemas"]["IterateInvocationOutput"] | components["schemas"]["CollectInvocationOutput"]) | undefined;
};
/**
* Errors
@ -4583,7 +4639,7 @@ export type operations = {
};
requestBody: {
content: {
"application/json": components["schemas"]["LoadImageInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["ParamIntInvocation"] | components["schemas"]["ParamFloatInvocation"] | components["schemas"]["TextToLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["UpscaleInvocation"] | components["schemas"]["RestoreFaceInvocation"] | components["schemas"]["InpaintInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"] | components["schemas"]["LatentsToLatentsInvocation"];
"application/json": components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["LoadImageInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["TextToLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["InpaintInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["ParamIntInvocation"] | components["schemas"]["ParamFloatInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["RestoreFaceInvocation"] | components["schemas"]["UpscaleInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"] | components["schemas"]["LatentsToLatentsInvocation"];
};
};
responses: {
@ -4620,7 +4676,7 @@ export type operations = {
};
requestBody: {
content: {
"application/json": components["schemas"]["LoadImageInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["ParamIntInvocation"] | components["schemas"]["ParamFloatInvocation"] | components["schemas"]["TextToLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["UpscaleInvocation"] | components["schemas"]["RestoreFaceInvocation"] | components["schemas"]["InpaintInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"] | components["schemas"]["LatentsToLatentsInvocation"];
"application/json": components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["LoadImageInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["TextToLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["InpaintInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["ParamIntInvocation"] | components["schemas"]["ParamFloatInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["RestoreFaceInvocation"] | components["schemas"]["UpscaleInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"] | components["schemas"]["LatentsToLatentsInvocation"];
};
};
responses: {