114 lines
4.4 KiB
TypeScript
114 lines
4.4 KiB
TypeScript
import { GroupedSelectOption, SelectOption } from "@/types";
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type CaptionGroup = 'image' | 'music';
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type AdditionalSections = 'caption.model_name_or_path2' | 'caption.caption_prompt' | 'caption.max_res' | 'caption.max_new_tokens';
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export interface CaptionOption {
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name: string;
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label: string;
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group: CaptionGroup;
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hasMultiLinePrompts?: boolean;
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defaults?: { [key: string]: any };
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additionalSections?: AdditionalSections[];
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name_or_path_options?: SelectOption[];
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name_or_path2_options?: SelectOption[];
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}
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const defaultNameOrPath = '';
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const extensionsAudio = ['mp3', 'wav', 'flac', 'ogg'];
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const extensionsImage = ['jpg', 'jpeg', 'png', 'bmp', 'webp'];
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const defaultExtensions = [...extensionsImage];
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const defaultImageCaptionPrompt = "Caption this image as if you were going to try to generate it with an image generator. Be thurough and describe everything in the image. Be decisive by stating things as they are. Do not say things like \"It appears that\" Or \"possibly\". Start out with things like \"A person on the beach\" or \"A black dragon\". No preamble. Just get to the point.";
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export const captionerTypes: CaptionOption[] = [
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{
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name: 'AceStepCaptioner',
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label: 'Ace Step',
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group: 'music',
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defaults: {
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'config.process[0].caption.model_name_or_path': ['ACE-Step/acestep-transcriber', defaultNameOrPath],
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'config.process[0].caption.model_name_or_path2': ['ACE-Step/acestep-captioner', undefined],
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'config.process[0].caption.extensions': [extensionsAudio, defaultExtensions],
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},
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name_or_path_options: [
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{ value: 'ACE-Step/acestep-transcriber', label: 'ACE-Step/acestep-transcriber' },
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],
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name_or_path2_options: [
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{ value: 'ACE-Step/acestep-captioner', label: 'ACE-Step/acestep-captioner' },
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],
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additionalSections: [
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'caption.model_name_or_path2',
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],
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},
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{
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name: 'Qwen3VLCaptioner',
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label: 'Qwen3-VL',
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group: 'image',
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defaults: {
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'config.process[0].caption.model_name_or_path': ['Qwen/Qwen3-VL-8B-Instruct', defaultNameOrPath],
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'config.process[0].caption.extensions': [extensionsImage, defaultExtensions],
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'config.process[0].caption.caption_prompt': [defaultImageCaptionPrompt, undefined],
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'config.process[0].caption.max_res': [512, undefined],
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'config.process[0].caption.max_new_tokens': [128, undefined],
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},
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name_or_path_options: [
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{ value: 'Qwen/Qwen3-VL-2B-Instruct', label: 'Qwen/Qwen3-VL-2B-Instruct' },
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{ value: 'Qwen/Qwen3-VL-4B-Instruct', label: 'Qwen/Qwen3-VL-4B-Instruct' },
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{ value: 'Qwen/Qwen3-VL-8B-Instruct', label: 'Qwen/Qwen3-VL-8B-Instruct' },
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{ value: 'Qwen/Qwen3-VL-30B-A3B-Instruct', label: 'Qwen/Qwen3-VL-30B-A3B-Instruct' },
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],
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additionalSections: [
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'caption.caption_prompt',
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'caption.max_res',
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'caption.max_new_tokens',
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],
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},
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].sort((a, b) => {
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// Sort by label, case-insensitive
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return a.label.localeCompare(b.label, undefined, { sensitivity: 'base' });
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}) as any;
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export const groupedCaptionerTypes: GroupedSelectOption[] = captionerTypes.reduce((acc, arch) => {
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const group = acc.find(g => g.label === arch.group);
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if (group) {
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group.options.push({ value: arch.name, label: arch.label });
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} else {
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acc.push({
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label: arch.group,
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options: [{ value: arch.name, label: arch.label }],
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});
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}
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return acc;
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}, [] as GroupedSelectOption[]);
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export const quantizationOptions: SelectOption[] = [
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{ value: '', label: '- NONE -' },
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{ value: 'float8', label: 'float8 (default)' },
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{ value: 'uint7', label: '7 bit' },
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{ value: 'uint6', label: '6 bit' },
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{ value: 'uint5', label: '5 bit' },
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{ value: 'uint4', label: '4 bit' },
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{ value: 'uint3', label: '3 bit' },
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{ value: 'uint2', label: '2 bit' },
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];
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export const maxResOptions: SelectOption[] = [
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{ value: '256', label: '256' },
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{ value: '512', label: '512 (default)' },
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{ value: '768', label: '768' },
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{ value: '1024', label: '1024' },
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];
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export const maxNewTokensOptions: SelectOption[] = [
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{ value: '64', label: '64' },
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{ value: '128', label: '128 (default)' },
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{ value: '256', label: '256' },
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{ value: '512', label: '512' },
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{ value: '1024', label: '1024' },
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];
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export const defaultQtype = 'float8'; |