feat(ui): add fields for CLIP embed models and Flux VAE models in workflows

This commit is contained in:
Mary Hipp 2024-08-28 15:58:44 -04:00 committed by Mary Hipp Rogers
parent 16825ee6e9
commit 3e569c8312
10 changed files with 268 additions and 5 deletions

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@ -6,6 +6,8 @@ import {
isBoardFieldInputTemplate,
isBooleanFieldInputInstance,
isBooleanFieldInputTemplate,
isCLIPEmbedModelFieldInputInstance,
isCLIPEmbedModelFieldInputTemplate,
isColorFieldInputInstance,
isColorFieldInputTemplate,
isControlNetModelFieldInputInstance,
@ -16,6 +18,8 @@ import {
isFloatFieldInputTemplate,
isFluxMainModelFieldInputInstance,
isFluxMainModelFieldInputTemplate,
isFluxVAEModelFieldInputInstance,
isFluxVAEModelFieldInputTemplate,
isImageFieldInputInstance,
isImageFieldInputTemplate,
isIntegerFieldInputInstance,
@ -49,10 +53,12 @@ import { memo } from 'react';
import BoardFieldInputComponent from './inputs/BoardFieldInputComponent';
import BooleanFieldInputComponent from './inputs/BooleanFieldInputComponent';
import CLIPEmbedModelFieldInputComponent from './inputs/CLIPEmbedModelFieldInputComponent';
import ColorFieldInputComponent from './inputs/ColorFieldInputComponent';
import ControlNetModelFieldInputComponent from './inputs/ControlNetModelFieldInputComponent';
import EnumFieldInputComponent from './inputs/EnumFieldInputComponent';
import FluxMainModelFieldInputComponent from './inputs/FluxMainModelFieldInputComponent';
import FluxVAEModelFieldInputComponent from './inputs/FluxVAEModelFieldInputComponent';
import ImageFieldInputComponent from './inputs/ImageFieldInputComponent';
import IPAdapterModelFieldInputComponent from './inputs/IPAdapterModelFieldInputComponent';
import LoRAModelFieldInputComponent from './inputs/LoRAModelFieldInputComponent';
@ -122,6 +128,13 @@ const InputFieldRenderer = ({ nodeId, fieldName }: InputFieldProps) => {
if (isT5EncoderModelFieldInputInstance(fieldInstance) && isT5EncoderModelFieldInputTemplate(fieldTemplate)) {
return <T5EncoderModelFieldInputComponent nodeId={nodeId} field={fieldInstance} fieldTemplate={fieldTemplate} />;
}
if (isCLIPEmbedModelFieldInputInstance(fieldInstance) && isCLIPEmbedModelFieldInputTemplate(fieldTemplate)) {
return <CLIPEmbedModelFieldInputComponent nodeId={nodeId} field={fieldInstance} fieldTemplate={fieldTemplate} />;
}
if (isFluxVAEModelFieldInputInstance(fieldInstance) && isFluxVAEModelFieldInputTemplate(fieldTemplate)) {
return <FluxVAEModelFieldInputComponent nodeId={nodeId} field={fieldInstance} fieldTemplate={fieldTemplate} />;
}
if (isLoRAModelFieldInputInstance(fieldInstance) && isLoRAModelFieldInputTemplate(fieldTemplate)) {
return <LoRAModelFieldInputComponent nodeId={nodeId} field={fieldInstance} fieldTemplate={fieldTemplate} />;

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@ -0,0 +1,60 @@
import { Combobox, Flex, FormControl, Tooltip } from '@invoke-ai/ui-library';
import { useAppDispatch, useAppSelector } from 'app/store/storeHooks';
import { useGroupedModelCombobox } from 'common/hooks/useGroupedModelCombobox';
import { fieldCLIPEmbedValueChanged } from 'features/nodes/store/nodesSlice';
import type { CLIPEmbedModelFieldInputInstance, CLIPEmbedModelFieldInputTemplate } from 'features/nodes/types/field';
import { memo, useCallback } from 'react';
import { useTranslation } from 'react-i18next';
import { useClipEmbedModels } from 'services/api/hooks/modelsByType';
import type { ClipEmbedModelConfig } from 'services/api/types';
import type { FieldComponentProps } from './types';
type Props = FieldComponentProps<CLIPEmbedModelFieldInputInstance, CLIPEmbedModelFieldInputTemplate>;
const CLIPEmbedModelFieldInputComponent = (props: Props) => {
const { nodeId, field } = props;
const { t } = useTranslation();
const disabledTabs = useAppSelector((s) => s.config.disabledTabs);
const dispatch = useAppDispatch();
const [modelConfigs, { isLoading }] = useClipEmbedModels();
const _onChange = useCallback(
(value: ClipEmbedModelConfig | null) => {
if (!value) {
return;
}
dispatch(
fieldCLIPEmbedValueChanged({
nodeId,
fieldName: field.name,
value,
})
);
},
[dispatch, field.name, nodeId]
);
const { options, value, onChange, placeholder, noOptionsMessage } = useGroupedModelCombobox({
modelConfigs,
onChange: _onChange,
isLoading,
selectedModel: field.value,
});
return (
<Flex w="full" alignItems="center" gap={2}>
<Tooltip label={!disabledTabs.includes('models') && t('modelManager.starterModelsInModelManager')}>
<FormControl className="nowheel nodrag" isDisabled={!options.length} isInvalid={!value}>
<Combobox
value={value}
placeholder={placeholder}
options={options}
onChange={onChange}
noOptionsMessage={noOptionsMessage}
/>
</FormControl>
</Tooltip>
</Flex>
);
};
export default memo(CLIPEmbedModelFieldInputComponent);

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@ -0,0 +1,60 @@
import { Combobox, Flex, FormControl, Tooltip } from '@invoke-ai/ui-library';
import { useAppDispatch, useAppSelector } from 'app/store/storeHooks';
import { useGroupedModelCombobox } from 'common/hooks/useGroupedModelCombobox';
import { fieldFluxVAEModelValueChanged } from 'features/nodes/store/nodesSlice';
import type { FluxVAEModelFieldInputInstance, FluxVAEModelFieldInputTemplate } from 'features/nodes/types/field';
import { memo, useCallback } from 'react';
import { useTranslation } from 'react-i18next';
import { useFluxVAEModels } from 'services/api/hooks/modelsByType';
import type { VAEModelConfig } from 'services/api/types';
import type { FieldComponentProps } from './types';
type Props = FieldComponentProps<FluxVAEModelFieldInputInstance, FluxVAEModelFieldInputTemplate>;
const FluxVAEModelFieldInputComponent = (props: Props) => {
const { nodeId, field } = props;
const { t } = useTranslation();
const disabledTabs = useAppSelector((s) => s.config.disabledTabs);
const dispatch = useAppDispatch();
const [modelConfigs, { isLoading }] = useFluxVAEModels();
const _onChange = useCallback(
(value: VAEModelConfig | null) => {
if (!value) {
return;
}
dispatch(
fieldFluxVAEModelValueChanged({
nodeId,
fieldName: field.name,
value,
})
);
},
[dispatch, field.name, nodeId]
);
const { options, value, onChange, placeholder, noOptionsMessage } = useGroupedModelCombobox({
modelConfigs,
onChange: _onChange,
isLoading,
selectedModel: field.value,
});
return (
<Flex w="full" alignItems="center" gap={2}>
<Tooltip label={!disabledTabs.includes('models') && t('modelManager.starterModelsInModelManager')}>
<FormControl className="nowheel nodrag" isDisabled={!options.length} isInvalid={!value}>
<Combobox
value={value}
placeholder={placeholder}
options={options}
onChange={onChange}
noOptionsMessage={noOptionsMessage}
/>
</FormControl>
</Tooltip>
</Flex>
);
};
export default memo(FluxVAEModelFieldInputComponent);

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@ -6,11 +6,13 @@ import { SHARED_NODE_PROPERTIES } from 'features/nodes/types/constants';
import type {
BoardFieldValue,
BooleanFieldValue,
CLIPEmbedModelFieldValue,
ColorFieldValue,
ControlNetModelFieldValue,
EnumFieldValue,
FieldValue,
FloatFieldValue,
FluxVAEModelFieldValue,
ImageFieldValue,
IntegerFieldValue,
IPAdapterModelFieldValue,
@ -29,10 +31,12 @@ import type {
import {
zBoardFieldValue,
zBooleanFieldValue,
zCLIPEmbedModelFieldValue,
zColorFieldValue,
zControlNetModelFieldValue,
zEnumFieldValue,
zFloatFieldValue,
zFluxVAEModelFieldValue,
zImageFieldValue,
zIntegerFieldValue,
zIPAdapterModelFieldValue,
@ -346,6 +350,12 @@ export const nodesSlice = createSlice({
fieldT5EncoderValueChanged: (state, action: FieldValueAction<T5EncoderModelFieldValue>) => {
fieldValueReducer(state, action, zT5EncoderModelFieldValue);
},
fieldCLIPEmbedValueChanged: (state, action: FieldValueAction<CLIPEmbedModelFieldValue>) => {
fieldValueReducer(state, action, zCLIPEmbedModelFieldValue);
},
fieldFluxVAEModelValueChanged: (state, action: FieldValueAction<FluxVAEModelFieldValue>) => {
fieldValueReducer(state, action, zFluxVAEModelFieldValue);
},
fieldEnumModelValueChanged: (state, action: FieldValueAction<EnumFieldValue>) => {
fieldValueReducer(state, action, zEnumFieldValue);
},
@ -408,6 +418,8 @@ export const {
fieldStringValueChanged,
fieldVaeModelValueChanged,
fieldT5EncoderValueChanged,
fieldCLIPEmbedValueChanged,
fieldFluxVAEModelValueChanged,
nodeEditorReset,
nodeIsIntermediateChanged,
nodeIsOpenChanged,
@ -521,6 +533,8 @@ export const isAnyNodeOrEdgeMutation = isAnyOf(
fieldStringValueChanged,
fieldVaeModelValueChanged,
fieldT5EncoderValueChanged,
fieldCLIPEmbedValueChanged,
fieldFluxVAEModelValueChanged,
nodesChanged,
nodeIsIntermediateChanged,
nodeIsOpenChanged,

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@ -151,6 +151,14 @@ const zT5EncoderModelFieldType = zFieldTypeBase.extend({
name: z.literal('T5EncoderModelField'),
originalType: zStatelessFieldType.optional(),
});
const zCLIPEmbedModelFieldType = zFieldTypeBase.extend({
name: z.literal('CLIPEmbedModelField'),
originalType: zStatelessFieldType.optional(),
});
const zFluxVAEModelFieldType = zFieldTypeBase.extend({
name: z.literal('FluxVAEModelField'),
originalType: zStatelessFieldType.optional(),
});
const zSchedulerFieldType = zFieldTypeBase.extend({
name: z.literal('SchedulerField'),
originalType: zStatelessFieldType.optional(),
@ -175,6 +183,8 @@ const zStatefulFieldType = z.union([
zT2IAdapterModelFieldType,
zSpandrelImageToImageModelFieldType,
zT5EncoderModelFieldType,
zCLIPEmbedModelFieldType,
zFluxVAEModelFieldType,
zColorFieldType,
zSchedulerFieldType,
]);
@ -667,7 +677,53 @@ export const isT5EncoderModelFieldInputInstance = (val: unknown): val is T5Encod
export const isT5EncoderModelFieldInputTemplate = (val: unknown): val is T5EncoderModelFieldInputTemplate =>
zT5EncoderModelFieldInputTemplate.safeParse(val).success;
// #endregio
// #endregion
// #region FluxVAEModelField
export const zFluxVAEModelFieldValue = zModelIdentifierField.optional();
const zFluxVAEModelFieldInputInstance = zFieldInputInstanceBase.extend({
value: zFluxVAEModelFieldValue,
});
const zFluxVAEModelFieldInputTemplate = zFieldInputTemplateBase.extend({
type: zFluxVAEModelFieldType,
originalType: zFieldType.optional(),
default: zFluxVAEModelFieldValue,
});
export type FluxVAEModelFieldValue = z.infer<typeof zFluxVAEModelFieldValue>;
export type FluxVAEModelFieldInputInstance = z.infer<typeof zFluxVAEModelFieldInputInstance>;
export type FluxVAEModelFieldInputTemplate = z.infer<typeof zFluxVAEModelFieldInputTemplate>;
export const isFluxVAEModelFieldInputInstance = (val: unknown): val is FluxVAEModelFieldInputInstance =>
zFluxVAEModelFieldInputInstance.safeParse(val).success;
export const isFluxVAEModelFieldInputTemplate = (val: unknown): val is FluxVAEModelFieldInputTemplate =>
zFluxVAEModelFieldInputTemplate.safeParse(val).success;
// #endregion
// #region CLIPEmbedModelField
export const zCLIPEmbedModelFieldValue = zModelIdentifierField.optional();
const zCLIPEmbedModelFieldInputInstance = zFieldInputInstanceBase.extend({
value: zCLIPEmbedModelFieldValue,
});
const zCLIPEmbedModelFieldInputTemplate = zFieldInputTemplateBase.extend({
type: zCLIPEmbedModelFieldType,
originalType: zFieldType.optional(),
default: zCLIPEmbedModelFieldValue,
});
export type CLIPEmbedModelFieldValue = z.infer<typeof zCLIPEmbedModelFieldValue>;
export type CLIPEmbedModelFieldInputInstance = z.infer<typeof zCLIPEmbedModelFieldInputInstance>;
export type CLIPEmbedModelFieldInputTemplate = z.infer<typeof zCLIPEmbedModelFieldInputTemplate>;
export const isCLIPEmbedModelFieldInputInstance = (val: unknown): val is CLIPEmbedModelFieldInputInstance =>
zCLIPEmbedModelFieldInputInstance.safeParse(val).success;
export const isCLIPEmbedModelFieldInputTemplate = (val: unknown): val is CLIPEmbedModelFieldInputTemplate =>
zCLIPEmbedModelFieldInputTemplate.safeParse(val).success;
// #endregion
// #region SchedulerField
@ -758,6 +814,8 @@ export const zStatefulFieldValue = z.union([
zT2IAdapterModelFieldValue,
zSpandrelImageToImageModelFieldValue,
zT5EncoderModelFieldValue,
zFluxVAEModelFieldValue,
zCLIPEmbedModelFieldValue,
zColorFieldValue,
zSchedulerFieldValue,
]);
@ -788,6 +846,8 @@ const zStatefulFieldInputInstance = z.union([
zT2IAdapterModelFieldInputInstance,
zSpandrelImageToImageModelFieldInputInstance,
zT5EncoderModelFieldInputInstance,
zFluxVAEModelFieldInputInstance,
zCLIPEmbedModelFieldInputInstance,
zColorFieldInputInstance,
zSchedulerFieldInputInstance,
]);
@ -819,6 +879,8 @@ const zStatefulFieldInputTemplate = z.union([
zT2IAdapterModelFieldInputTemplate,
zSpandrelImageToImageModelFieldInputTemplate,
zT5EncoderModelFieldInputTemplate,
zFluxVAEModelFieldInputTemplate,
zCLIPEmbedModelFieldInputTemplate,
zColorFieldInputTemplate,
zSchedulerFieldInputTemplate,
zStatelessFieldInputTemplate,

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@ -23,6 +23,8 @@ const FIELD_VALUE_FALLBACK_MAP: Record<StatefulFieldType['name'], FieldValue> =
VAEModelField: undefined,
ControlNetModelField: undefined,
T5EncoderModelField: undefined,
FluxVAEModelField: undefined,
CLIPEmbedModelField: undefined,
};
export const buildFieldInputInstance = (id: string, template: FieldInputTemplate): FieldInputInstance => {

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@ -2,6 +2,7 @@ import { FieldParseError } from 'features/nodes/types/error';
import type {
BoardFieldInputTemplate,
BooleanFieldInputTemplate,
CLIPEmbedModelFieldInputTemplate,
ColorFieldInputTemplate,
ControlNetModelFieldInputTemplate,
EnumFieldInputTemplate,
@ -9,6 +10,7 @@ import type {
FieldType,
FloatFieldInputTemplate,
FluxMainModelFieldInputTemplate,
FluxVAEModelFieldInputTemplate,
ImageFieldInputTemplate,
IntegerFieldInputTemplate,
IPAdapterModelFieldInputTemplate,
@ -238,6 +240,34 @@ const buildT5EncoderModelFieldInputTemplate: FieldInputTemplateBuilder<T5Encoder
return template;
};
const buildCLIPEmbedModelFieldInputTemplate: FieldInputTemplateBuilder<CLIPEmbedModelFieldInputTemplate> = ({
schemaObject,
baseField,
fieldType,
}) => {
const template: CLIPEmbedModelFieldInputTemplate = {
...baseField,
type: fieldType,
default: schemaObject.default ?? undefined,
};
return template;
};
const buildFluxVAEModelFieldInputTemplate: FieldInputTemplateBuilder<FluxVAEModelFieldInputTemplate> = ({
schemaObject,
baseField,
fieldType,
}) => {
const template: FluxVAEModelFieldInputTemplate = {
...baseField,
type: fieldType,
default: schemaObject.default ?? undefined,
};
return template;
};
const buildLoRAModelFieldInputTemplate: FieldInputTemplateBuilder<LoRAModelFieldInputTemplate> = ({
schemaObject,
baseField,
@ -423,6 +453,8 @@ export const TEMPLATE_BUILDER_MAP: Record<StatefulFieldType['name'], FieldInputT
SpandrelImageToImageModelField: buildSpandrelImageToImageModelFieldInputTemplate,
VAEModelField: buildVAEModelFieldInputTemplate,
T5EncoderModelField: buildT5EncoderModelFieldInputTemplate,
CLIPEmbedModelField: buildCLIPEmbedModelFieldInputTemplate,
FluxVAEModelField: buildFluxVAEModelFieldInputTemplate,
} as const;
export const buildFieldInputTemplate = (

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@ -7,6 +7,7 @@ import {
isControlNetModelConfig,
isControlNetOrT2IAdapterModelConfig,
isFluxMainModelModelConfig,
isFluxVAEModelConfig,
isIPAdapterModelConfig,
isLoRAModelConfig,
isNonRefinerMainModelConfig,
@ -52,3 +53,4 @@ export const useSpandrelImageToImageModels = buildModelsHook(isSpandrelImageToIm
export const useIPAdapterModels = buildModelsHook(isIPAdapterModelConfig);
export const useEmbeddingModels = buildModelsHook(isTIModelConfig);
export const useVAEModels = buildModelsHook(isVAEModelConfig);
export const useFluxVAEModels = buildModelsHook(isFluxVAEModelConfig);

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@ -5770,8 +5770,22 @@ export type components = {
use_cache?: boolean;
/** @description Flux model (Transformer) to load */
model: components["schemas"]["ModelIdentifierField"];
/** @description T5 tokenizer and text encoder */
t5_encoder: components["schemas"]["ModelIdentifierField"];
/**
* T5 Encoder
* @description T5 tokenizer and text encoder
*/
t5_encoder_model: components["schemas"]["ModelIdentifierField"];
/**
* CLIP Embed
* @description CLIP Embed loader
*/
clip_embed_model: components["schemas"]["ModelIdentifierField"];
/**
* VAE
* @description VAE model to load
* @default null
*/
vae_model?: components["schemas"]["ModelIdentifierField"];
/**
* type
* @default flux_model_loader
@ -15097,7 +15111,7 @@ export type components = {
* used, and the type will be ignored. They are included here for backwards compatibility.
* @enum {string}
*/
UIType: "MainModelField" | "FluxMainModelField" | "SDXLMainModelField" | "SDXLRefinerModelField" | "ONNXModelField" | "VAEModelField" | "LoRAModelField" | "ControlNetModelField" | "IPAdapterModelField" | "T2IAdapterModelField" | "T5EncoderModelField" | "SpandrelImageToImageModelField" | "SchedulerField" | "AnyField" | "CollectionField" | "CollectionItemField" | "DEPRECATED_Boolean" | "DEPRECATED_Color" | "DEPRECATED_Conditioning" | "DEPRECATED_Control" | "DEPRECATED_Float" | "DEPRECATED_Image" | "DEPRECATED_Integer" | "DEPRECATED_Latents" | "DEPRECATED_String" | "DEPRECATED_BooleanCollection" | "DEPRECATED_ColorCollection" | "DEPRECATED_ConditioningCollection" | "DEPRECATED_ControlCollection" | "DEPRECATED_FloatCollection" | "DEPRECATED_ImageCollection" | "DEPRECATED_IntegerCollection" | "DEPRECATED_LatentsCollection" | "DEPRECATED_StringCollection" | "DEPRECATED_BooleanPolymorphic" | "DEPRECATED_ColorPolymorphic" | "DEPRECATED_ConditioningPolymorphic" | "DEPRECATED_ControlPolymorphic" | "DEPRECATED_FloatPolymorphic" | "DEPRECATED_ImagePolymorphic" | "DEPRECATED_IntegerPolymorphic" | "DEPRECATED_LatentsPolymorphic" | "DEPRECATED_StringPolymorphic" | "DEPRECATED_UNet" | "DEPRECATED_Vae" | "DEPRECATED_CLIP" | "DEPRECATED_Collection" | "DEPRECATED_CollectionItem" | "DEPRECATED_Enum" | "DEPRECATED_WorkflowField" | "DEPRECATED_IsIntermediate" | "DEPRECATED_BoardField" | "DEPRECATED_MetadataItem" | "DEPRECATED_MetadataItemCollection" | "DEPRECATED_MetadataItemPolymorphic" | "DEPRECATED_MetadataDict";
UIType: "MainModelField" | "FluxMainModelField" | "SDXLMainModelField" | "SDXLRefinerModelField" | "ONNXModelField" | "VAEModelField" | "FluxVAEModelField" | "LoRAModelField" | "ControlNetModelField" | "IPAdapterModelField" | "T2IAdapterModelField" | "T5EncoderModelField" | "CLIPEmbedModelField" | "SpandrelImageToImageModelField" | "SchedulerField" | "AnyField" | "CollectionField" | "CollectionItemField" | "DEPRECATED_Boolean" | "DEPRECATED_Color" | "DEPRECATED_Conditioning" | "DEPRECATED_Control" | "DEPRECATED_Float" | "DEPRECATED_Image" | "DEPRECATED_Integer" | "DEPRECATED_Latents" | "DEPRECATED_String" | "DEPRECATED_BooleanCollection" | "DEPRECATED_ColorCollection" | "DEPRECATED_ConditioningCollection" | "DEPRECATED_ControlCollection" | "DEPRECATED_FloatCollection" | "DEPRECATED_ImageCollection" | "DEPRECATED_IntegerCollection" | "DEPRECATED_LatentsCollection" | "DEPRECATED_StringCollection" | "DEPRECATED_BooleanPolymorphic" | "DEPRECATED_ColorPolymorphic" | "DEPRECATED_ConditioningPolymorphic" | "DEPRECATED_ControlPolymorphic" | "DEPRECATED_FloatPolymorphic" | "DEPRECATED_ImagePolymorphic" | "DEPRECATED_IntegerPolymorphic" | "DEPRECATED_LatentsPolymorphic" | "DEPRECATED_StringPolymorphic" | "DEPRECATED_UNet" | "DEPRECATED_Vae" | "DEPRECATED_CLIP" | "DEPRECATED_Collection" | "DEPRECATED_CollectionItem" | "DEPRECATED_Enum" | "DEPRECATED_WorkflowField" | "DEPRECATED_IsIntermediate" | "DEPRECATED_BoardField" | "DEPRECATED_MetadataItem" | "DEPRECATED_MetadataItemCollection" | "DEPRECATED_MetadataItemPolymorphic" | "DEPRECATED_MetadataDict";
/** UNetField */
UNetField: {
/** @description Info to load unet submodel */

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@ -51,7 +51,7 @@ export type VAEModelConfig = S['VAECheckpointConfig'] | S['VAEDiffusersConfig'];
export type ControlNetModelConfig = S['ControlNetDiffusersConfig'] | S['ControlNetCheckpointConfig'];
export type IPAdapterModelConfig = S['IPAdapterInvokeAIConfig'] | S['IPAdapterCheckpointConfig'];
export type T2IAdapterModelConfig = S['T2IAdapterConfig'];
type ClipEmbedModelConfig = S['CLIPEmbedDiffusersConfig'];
export type ClipEmbedModelConfig = S['CLIPEmbedDiffusersConfig'];
export type T5EncoderModelConfig = S['T5EncoderConfig'];
export type T5EncoderBnbQuantizedLlmInt8bModelConfig = S['T5EncoderBnbQuantizedLlmInt8bConfig'];
export type SpandrelImageToImageModelConfig = S['SpandrelImageToImageConfig'];
@ -82,6 +82,10 @@ export const isVAEModelConfig = (config: AnyModelConfig): config is VAEModelConf
return config.type === 'vae';
};
export const isFluxVAEModelConfig = (config: AnyModelConfig): config is VAEModelConfig => {
return config.type === 'vae' && config.base === 'flux';
};
export const isControlNetModelConfig = (config: AnyModelConfig): config is ControlNetModelConfig => {
return config.type === 'controlnet';
};