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| from modules import extra_networks, shared | |
| import networks | |
| class ExtraNetworkLora(extra_networks.ExtraNetwork): | |
| def __init__(self): | |
| super().__init__('lora') | |
| self.errors = {} | |
| """mapping of network names to the number of errors the network had during operation""" | |
| def activate(self, p, params_list): | |
| additional = shared.opts.sd_lora | |
| self.errors.clear() | |
| if additional != "None" and additional in networks.available_networks and not any(x for x in params_list if x.items[0] == additional): | |
| p.all_prompts = [x + f"<lora:{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 params.items | |
| names.append(params.positional[0]) | |
| te_multiplier = float(params.positional[1]) if len(params.positional) > 1 else 1.0 | |
| te_multiplier = float(params.named.get("te", te_multiplier)) | |
| unet_multiplier = float(params.positional[2]) if len(params.positional) > 2 else te_multiplier | |
| unet_multiplier = float(params.named.get("unet", unet_multiplier)) | |
| dyn_dim = int(params.positional[3]) if len(params.positional) > 3 else None | |
| dyn_dim = int(params.named["dyn"]) if "dyn" in params.named else dyn_dim | |
| te_multipliers.append(te_multiplier) | |
| unet_multipliers.append(unet_multiplier) | |
| dyn_dims.append(dyn_dim) | |
| networks.load_networks(names, te_multipliers, unet_multipliers, dyn_dims) | |
| if shared.opts.lora_add_hashes_to_infotext: | |
| network_hashes = [] | |
| for item in networks.loaded_networks: | |
| shorthash = item.network_on_disk.shorthash | |
| if not shorthash: | |
| continue | |
| alias = item.mentioned_name | |
| if not alias: | |
| continue | |
| alias = alias.replace(":", "").replace(",", "") | |
| network_hashes.append(f"{alias}: {shorthash}") | |
| if network_hashes: | |
| p.extra_generation_params["Lora hashes"] = ", ".join(network_hashes) | |
| def deactivate(self, p): | |
| if self.errors: | |
| p.comment("Networks with errors: " + ", ".join(f"{k} ({v})" for k, v in self.errors.items())) | |
| self.errors.clear() | |