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type Control = 'depth' | 'line' | 'pose' | 'inpaint';
export interface ModelArch {
name: string;
label: string;
controls?: Control[];
isVideoModel?: boolean;
defaults?: { [key: string]: [any, any] };
}
const defaultNameOrPath = '';
export const modelArchs: ModelArch[] = [
{
name: 'flux',
label: 'FLUX.1',
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['black-forest-labs/FLUX.1-dev', defaultNameOrPath],
'config.process[0].model.quantize': [true, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
},
},
{
name: 'flex1',
label: 'Flex.1',
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['ostris/Flex.1-alpha', defaultNameOrPath],
'config.process[0].model.quantize': [true, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].train.bypass_guidance_embedding': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
},
},
{
name: 'flex2',
label: 'Flex.2',
controls: ['depth', 'line', 'pose', 'inpaint'],
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['ostris/Flex.2-preview', defaultNameOrPath],
'config.process[0].model.quantize': [true, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].model.model_kwargs': [
{
invert_inpaint_mask_chance: 0.2,
inpaint_dropout: 0.5,
control_dropout: 0.5,
inpaint_random_chance: 0.2,
do_random_inpainting: true,
random_blur_mask: true,
random_dialate_mask: true,
},
{},
],
'config.process[0].train.bypass_guidance_embedding': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
},
},
{
name: 'chroma',
label: 'Chroma',
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['lodestones/Chroma', defaultNameOrPath],
'config.process[0].model.quantize': [true, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
},
},
{
name: 'wan21:1b',
label: 'Wan 2.1 (1.3B)',
isVideoModel: true,
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['Wan-AI/Wan2.1-T2V-1.3B-Diffusers', defaultNameOrPath],
'config.process[0].model.quantize': [false, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
'config.process[0].sample.num_frames': [40, 1],
'config.process[0].sample.fps': [15, 1],
},
},
{
name: 'wan21:14b',
label: 'Wan 2.1 (14B)',
isVideoModel: true,
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['Wan-AI/Wan2.1-T2V-14B-Diffuserss', defaultNameOrPath],
'config.process[0].model.quantize': [true, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
'config.process[0].sample.num_frames': [40, 1],
'config.process[0].sample.fps': [15, 1],
},
},
{
name: 'lumina2',
label: 'Lumina2',
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['Alpha-VLLM/Lumina-Image-2.0', defaultNameOrPath],
'config.process[0].model.quantize': [false, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
},
},
{
name: 'hidream',
label: 'HiDream',
defaults: {
// default updates when [selected, unselected] in the UI
'config.process[0].model.name_or_path': ['HiDream-ai/HiDream-I1-Full', defaultNameOrPath],
'config.process[0].model.quantize': [true, false],
'config.process[0].model.quantize_te': [true, false],
'config.process[0].sample.sampler': ['flowmatch', 'flowmatch'],
'config.process[0].train.noise_scheduler': ['flowmatch', 'flowmatch'],
'config.process[0].train.lr': [0.0002, 0.0001],
'config.process[0].train.timestep_type': ['shift', 'sigmoid'],
'config.process[0].network.network_kwargs.ignore_if_contains': [['ff_i.experts', 'ff_i.gate'], []],
},
},
];
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