mirror of
https://github.com/willmiao/ComfyUI-Lora-Manager.git
synced 2026-03-21 21:22:11 -03:00
Add lora loader node
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@@ -1,12 +1,12 @@
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from .lora_manager import LoraManager
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from .nodes.lora_gateway import LoRAGateway
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from .nodes.lora_loader import LoraManagerLoader
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NODE_CLASS_MAPPINGS = {
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"LoRAGateway": LoRAGateway
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"LoRALoader": LoraManagerLoader
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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"LoRAGateway": "LoRAGateway"
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"LoRALoader": "Lora Loader (LoraManager)"
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}
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WEB_DIRECTORY = "./web/comfyui"
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@@ -1,15 +0,0 @@
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class LoRAGateway:
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"""
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LoRA Gateway Node
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Acts as the entry point for LoRA management services
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"""
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {},
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"optional": {}
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}
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RETURN_TYPES = ()
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FUNCTION = "register_services"
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CATEGORY = "LoRA Management"
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75
nodes/lora_loader.py
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75
nodes/lora_loader.py
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@@ -0,0 +1,75 @@
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import re
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from nodes import LoraLoader
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from comfy.comfy_types import IO
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from ..services.lora_scanner import LoraScanner
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from ..config import config
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import asyncio
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import os
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class LoraManagerLoader:
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NAME = "Lora Loader"
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CATEGORY = "loaders"
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"model": ("MODEL",),
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"clip": ("CLIP",),
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"text": (IO.STRING, {
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"multiline": True,
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"dynamicPrompts": True,
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"tooltip": "Format: <lora:lora_name:strength> separated by spaces or punctuation"
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}),
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},
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}
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RETURN_TYPES = ("MODEL", "CLIP", IO.STRING, IO.STRING)
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RETURN_NAMES = ("MODEL", "CLIP", "loaded_loras", "trigger_words")
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FUNCTION = "load_loras"
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async def get_lora_info(self, lora_name):
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"""Get the lora path and trigger words from cache"""
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scanner = await LoraScanner.get_instance()
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cache = await scanner.get_cached_data()
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for item in cache.raw_data:
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if item.get('file_name') == lora_name:
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file_path = item.get('file_path')
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if file_path:
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for root in config.loras_roots:
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root = root.replace(os.sep, '/')
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if file_path.startswith(root):
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relative_path = os.path.relpath(file_path, root).replace(os.sep, '/')
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# Get trigger words from civitai metadata
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civitai = item.get('civitai', {})
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trigger_words = civitai.get('trainedWords', []) if civitai else []
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return relative_path, trigger_words
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return lora_name, [] # Fallback if not found
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def load_loras(self, model, clip, text):
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"""Loads multiple LoRAs based on the text input format."""
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lora_pattern = r'<lora:([^:]+):([\d\.]+)>'
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lora_matches = re.finditer(lora_pattern, text)
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loaded_loras = []
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all_trigger_words = []
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for match in lora_matches:
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lora_name = match.group(1)
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strength = float(match.group(2))
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# Get lora path and trigger words
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lora_path, trigger_words = asyncio.run(self.get_lora_info(lora_name))
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# Apply the LoRA using the resolved path
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model, clip = LoraLoader().load_lora(model, clip, lora_path, strength, strength)
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loaded_loras.append(f"{lora_name}: {strength}")
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# Add trigger words to collection
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all_trigger_words.extend(trigger_words)
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loaded_loras_text = "\n".join(loaded_loras) if loaded_loras else "No LoRAs loaded"
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trigger_words_text = ", ".join(all_trigger_words) if all_trigger_words else ""
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return (model, clip, loaded_loras_text, trigger_words_text)
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@@ -58,6 +58,9 @@ export class LoraContextMenu {
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case 'refresh-metadata':
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refreshSingleLoraMetadata(this.currentCard.dataset.filepath);
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break;
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case 'copy-to-stack':
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this.copyToLoraStack();
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break;
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}
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this.hideMenu();
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@@ -98,4 +101,40 @@ export class LoraContextMenu {
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this.menu.style.display = 'none';
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this.currentCard = null;
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}
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copyToLoraStack() {
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if (!this.currentCard) return;
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const loraStackNode = {
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"id": crypto.randomUUID(),
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"type": "LoRAStack",
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"inputs": {
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"enabled": true,
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"lora_name": this.currentCard.dataset.filepath,
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"model_strength": 1.0,
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},
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"class_type": "LoRAStack",
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"_meta": {
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"title": `LoRA Stack (${this.currentCard.dataset.file_name})`,
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}
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};
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// Convert to ComfyUI workflow format
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const workflow = {
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"last_node_id": 1,
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"last_link_id": 0,
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"nodes": [loraStackNode],
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"links": [],
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};
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// Copy to clipboard
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navigator.clipboard.writeText(JSON.stringify(workflow))
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.then(() => {
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showToast('LoRA Stack copied to clipboard', 'success');
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})
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.catch(err => {
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console.error('Failed to copy:', err);
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showToast('Failed to copy LoRA Stack', 'error');
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});
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}
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}
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@@ -11,6 +11,11 @@
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<div class="context-menu-item" data-action="copyname">
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<i class="fas fa-copy"></i> Copy Model Name
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</div>
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<div class="context-menu-separator"></div>
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<div class="context-menu-item" data-action="copy-to-stack">
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<i class="fas fa-layer-group"></i> Copy to LoRA Stack
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</div>
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<div class="context-menu-separator"></div>
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<div class="context-menu-item" data-action="preview">
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<i class="fas fa-image"></i> Replace Preview
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</div>
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