File size: 5,533 Bytes
8a37e0a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 | import { Button, Flex, Heading, SimpleGrid } from '@invoke-ai/ui-library';
import { useAppSelector } from 'app/store/storeHooks';
import { useMainModelDefaultSettings } from 'features/modelManagerV2/hooks/useMainModelDefaultSettings';
import { selectSelectedModelKey } from 'features/modelManagerV2/store/modelManagerV2Slice';
import { DefaultHeight } from 'features/modelManagerV2/subpanels/ModelPanel/MainModelDefaultSettings/DefaultHeight';
import { DefaultWidth } from 'features/modelManagerV2/subpanels/ModelPanel/MainModelDefaultSettings/DefaultWidth';
import type { ParameterScheduler } from 'features/parameters/types/parameterSchemas';
import { getOptimalDimension } from 'features/parameters/util/optimalDimension';
import { toast } from 'features/toast/toast';
import { memo, useCallback, useMemo } from 'react';
import type { SubmitHandler } from 'react-hook-form';
import { useForm } from 'react-hook-form';
import { useTranslation } from 'react-i18next';
import { PiCheckBold } from 'react-icons/pi';
import { useUpdateModelMutation } from 'services/api/endpoints/models';
import type { MainModelConfig } from 'services/api/types';
import { DefaultCfgRescaleMultiplier } from './DefaultCfgRescaleMultiplier';
import { DefaultCfgScale } from './DefaultCfgScale';
import { DefaultGuidance } from './DefaultGuidance';
import { DefaultScheduler } from './DefaultScheduler';
import { DefaultSteps } from './DefaultSteps';
import { DefaultVae } from './DefaultVae';
import { DefaultVaePrecision } from './DefaultVaePrecision';
export interface FormField<T> {
value: T;
isEnabled: boolean;
}
export type MainModelDefaultSettingsFormData = {
vae: FormField<string>;
vaePrecision: FormField<'fp16' | 'fp32'>;
scheduler: FormField<ParameterScheduler>;
steps: FormField<number>;
cfgScale: FormField<number>;
cfgRescaleMultiplier: FormField<number>;
width: FormField<number>;
height: FormField<number>;
guidance: FormField<number>;
};
type Props = {
modelConfig: MainModelConfig;
};
export const MainModelDefaultSettings = memo(({ modelConfig }: Props) => {
const selectedModelKey = useAppSelector(selectSelectedModelKey);
const { t } = useTranslation();
const isFlux = useMemo(() => {
return modelConfig.base === 'flux';
}, [modelConfig]);
const defaultSettingsDefaults = useMainModelDefaultSettings(modelConfig);
const optimalDimension = useMemo(() => {
const modelBase = modelConfig?.base;
return getOptimalDimension(modelBase ?? null);
}, [modelConfig]);
const [updateModel, { isLoading: isLoadingUpdateModel }] = useUpdateModelMutation();
const { handleSubmit, control, formState, reset } = useForm<MainModelDefaultSettingsFormData>({
defaultValues: defaultSettingsDefaults,
});
const onSubmit = useCallback<SubmitHandler<MainModelDefaultSettingsFormData>>(
(data) => {
if (!selectedModelKey) {
return;
}
const body = {
vae: data.vae.isEnabled ? data.vae.value : null,
vae_precision: data.vaePrecision.isEnabled ? data.vaePrecision.value : null,
cfg_scale: data.cfgScale.isEnabled ? data.cfgScale.value : null,
cfg_rescale_multiplier: data.cfgRescaleMultiplier.isEnabled ? data.cfgRescaleMultiplier.value : null,
steps: data.steps.isEnabled ? data.steps.value : null,
scheduler: data.scheduler.isEnabled ? data.scheduler.value : null,
width: data.width.isEnabled ? data.width.value : null,
height: data.height.isEnabled ? data.height.value : null,
guidance: data.guidance.isEnabled ? data.guidance.value : null,
};
updateModel({
key: selectedModelKey,
body: { default_settings: body },
})
.unwrap()
.then((_) => {
toast({
id: 'DEFAULT_SETTINGS_SAVED',
title: t('modelManager.defaultSettingsSaved'),
status: 'success',
});
reset(data);
})
.catch((error) => {
if (error) {
toast({
id: 'DEFAULT_SETTINGS_SAVE_FAILED',
title: `${error.data.detail} `,
status: 'error',
});
}
});
},
[selectedModelKey, reset, updateModel, t]
);
return (
<>
<Flex gap="4" justifyContent="space-between" w="full" pb={4}>
<Heading fontSize="md">{t('modelManager.defaultSettings')}</Heading>
<Button
size="sm"
leftIcon={<PiCheckBold />}
colorScheme="invokeYellow"
isDisabled={!formState.isDirty}
onClick={handleSubmit(onSubmit)}
isLoading={isLoadingUpdateModel}
>
{t('common.save')}
</Button>
</Flex>
<SimpleGrid columns={2} gap={8}>
<DefaultVae control={control} name="vae" />
{!isFlux && <DefaultVaePrecision control={control} name="vaePrecision" />}
{!isFlux && <DefaultScheduler control={control} name="scheduler" />}
<DefaultSteps control={control} name="steps" />
{isFlux && <DefaultGuidance control={control} name="guidance" />}
{!isFlux && <DefaultCfgScale control={control} name="cfgScale" />}
{!isFlux && <DefaultCfgRescaleMultiplier control={control} name="cfgRescaleMultiplier" />}
<DefaultWidth control={control} optimalDimension={optimalDimension} />
<DefaultHeight control={control} optimalDimension={optimalDimension} />
</SimpleGrid>
</>
);
});
MainModelDefaultSettings.displayName = 'MainModelDefaultSettings';
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