| from modules import extra_networks, shared | |
| import lycoris | |
| default_args = [ | |
| ('te', 1.0, float), | |
| ('unet', None, float), | |
| ('dyn', None, int) | |
| ] | |
| def parse_args(params:list): | |
| arg_list = [] | |
| kwarg_list = {} | |
| for i in params: | |
| if '=' in str(i): | |
| k, v = i.split('=', 1) | |
| kwarg_list[k] = v | |
| else: | |
| arg_list.append(i) | |
| args = [] | |
| for name, default, type in default_args: | |
| if name in kwarg_list: | |
| x = kwarg_list[name] | |
| elif arg_list: | |
| x = arg_list.pop(0) | |
| else: | |
| x = default | |
| if x == 'default': | |
| x = default | |
| elif x is not None: | |
| x = type(x) | |
| args.append(x) | |
| return args | |
| class ExtraNetworkLyCORIS(extra_networks.ExtraNetwork): | |
| def __init__(self): | |
| super().__init__('lyco') | |
| self.cache = () | |
| def activate(self, p, params_list): | |
| additional = shared.opts.sd_lyco | |
| if additional != "" and additional in lycoris.available_lycos and len([x for x in params_list if x.items[0] == additional]) == 0: | |
| p.all_prompts = [ | |
| x + | |
| f"<lyco:{additional}:{shared.opts.extra_networks_default_multiplier}>" | |
| for x in p.all_prompts | |
| ] | |
| params_list.append( | |
| extra_networks.ExtraNetworkParams( | |
| items=[additional, shared.opts.extra_networks_default_multiplier]) | |
| ) | |
| names = [] | |
| te_multipliers = [] | |
| unet_multipliers = [] | |
| dyn_dims = [] | |
| for params in params_list: | |
| assert len(params.items) > 0 | |
| names.append(params.items[0]) | |
| te, unet, dyn_dim = parse_args(params.items[1:]) | |
| if unet is None: | |
| unet = te | |
| te_multipliers.append(te) | |
| unet_multipliers.append(unet) | |
| dyn_dims.append(dyn_dim) | |
| all_lycos = tuple( | |
| (name, te, unet, dyn) | |
| for name, te, unet, dyn in zip(names, te_multipliers, unet_multipliers, dyn_dims) | |
| ) | |
| if all_lycos != self.cache: | |
| for name, te, unet, dyn in all_lycos: | |
| print( | |
| "========================================\n" | |
| f"Apply LyCORIS model: {name}\n" | |
| f"Text encoder weight: {te}\n" | |
| f"Unet weight: {unet}\n" | |
| f"DyLoRA Dim: {dyn}" | |
| ) | |
| print("========================================") | |
| self.cache = all_lycos | |
| lycoris.load_lycos(names, te_multipliers, unet_multipliers, dyn_dims) | |
| def deactivate(self, p): | |
| pass | |