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"" 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()