Sebastian Krüger
71a30c0e4d
Add 20 production-ready ComfyUI workflows across 6 categories: Text-to-Image (4 workflows): - FLUX Schnell (fast, 4 steps) - FLUX Dev (high-quality, 20-50 steps) - SDXL + Refiner (two-stage, detailed) - SD3.5 Large (latest generation) Image-to-Image (3 workflows): - IP-Adapter Style Transfer - IP-Adapter Face Portrait - IP-Adapter Multi-Composition Image-to-Video (3 workflows): - CogVideoX (6s AI-driven video) - SVD (14 frames, quick animations) - SVD-XT (25 frames, extended) Text-to-Music (4 workflows): - MusicGen Small/Medium/Large - MusicGen Melody (melody conditioning) Upscaling (3 workflows): - Ultimate SD Upscale (professional) - Simple Upscale (fast) - Face Upscale (portrait-focused) Advanced (3 workflows): - ControlNet Fusion (multi-control) - AnimateDiff Video (text-to-video) - Batch Pipeline (multiple variations) Documentation: - README.md: Usage guide, model requirements, examples - WORKFLOW_STANDARDS.md: Development standards, best practices All workflows include: - API compatibility for orchestrator integration - Error handling and validation - VRAM optimization for 24GB GPUs - Preview and save nodes - Comprehensive metadata and parameters - Performance benchmarks 🤖 Generated with Claude Code Co-Authored-By: Claude <noreply@anthropic.com>
501 lines
11 KiB
JSON
501 lines
11 KiB
JSON
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"title": "SDXL Base Checkpoint Loader"
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"Node name for S&R": "CLIPTextEncode"
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"widgets_values": ["A portrait of a person, highly detailed, professional photography"],
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"title": "API Positive Prompt"
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"type": "CLIPTextEncode",
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"pos": [450, 650],
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"properties": {
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"Node name for S&R": "CLIPTextEncode"
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"widgets_values": ["blurry, low quality, distorted, deformed"],
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"title": "API Negative Prompt"
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"title": "API Latent Image Config"
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42,
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"dpmpp_2m",
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"karras",
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1
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],
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"title": "Sampler with Style"
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{
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"id": 9,
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"type": "VAEDecode",
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"pos": [1540, 100],
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"size": {"0": 210, "1": 46},
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"flags": {},
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{
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"name": "vae",
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"type": "VAE",
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}
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"outputs": [
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{
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"name": "IMAGE",
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"type": "IMAGE",
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"links": [9, 10],
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}
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],
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"properties": {
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"Node name for S&R": "VAEDecode"
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},
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"title": "VAE Decode"
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},
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{
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"id": 10,
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"type": "PreviewImage",
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"pos": [1800, 100],
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"size": {"0": 400, "1": 400},
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"flags": {},
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"mode": 0,
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"inputs": [
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{
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"name": "images",
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"type": "IMAGE",
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"link": 9
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}
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],
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"properties": {
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"Node name for S&R": "PreviewImage"
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},
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"title": "Preview Output"
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{
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"id": 11,
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"type": "SaveImage",
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"pos": [1800, 550],
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"size": {"0": 400, "1": 100},
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"flags": {},
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"order": 10,
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"mode": 0,
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"inputs": [
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{
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"name": "images",
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"type": "IMAGE",
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"link": 10
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}
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],
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"properties": {
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"Node name for S&R": "SaveImage"
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},
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"widgets_values": ["ipadapter_style_output"],
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"title": "API Image Output"
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}
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],
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"links": [
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[1, 1, 0, 3, 0, "MODEL"],
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[2, 1, 1, 5, 0, "CLIP"],
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[3, 1, 1, 6, 0, "CLIP"],
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[4, 1, 2, 9, 1, "VAE"],
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[5, 5, 0, 8, 1, "CONDITIONING"],
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[6, 6, 0, 8, 2, "CONDITIONING"],
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[7, 7, 0, 8, 3, "LATENT"],
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[8, 8, 0, 9, 0, "LATENT"],
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[9, 9, 0, 10, 0, "IMAGE"],
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[10, 9, 0, 11, 0, "IMAGE"],
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[11, 2, 0, 4, 2, "IMAGE"],
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[12, 3, 0, 4, 3, "MODEL"],
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[13, 3, 1, 4, 0, "IPADAPTER"],
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[14, 4, 0, 8, 0, "MODEL"]
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],
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"groups": [],
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"config": {},
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"extra": {
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"workflow_info": {
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"name": "IP-Adapter Style Transfer Image-to-Image Production",
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"version": "1.0.0",
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"author": "RunPod AI Model Orchestrator",
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"description": "Style transfer using IP-Adapter. Apply the visual style from a reference image to generate new images matching that aesthetic.",
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"category": "image-to-image",
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"tags": ["ipadapter", "style-transfer", "i2i", "production", "sdxl"],
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"requirements": {
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"models": ["stable-diffusion-xl-base-1.0", "ip-adapter-plus"],
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"custom_nodes": ["ComfyUI_IPAdapter_plus"],
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"vram_min": "16GB",
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"vram_recommended": "24GB"
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},
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"parameters": {
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"style_image": {
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"node_id": 2,
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"widget_index": 0,
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"type": "image",
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"required": true,
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"description": "Reference image for style extraction"
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},
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"prompt": {
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"node_id": 5,
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"widget_index": 0,
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"type": "string",
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"required": true,
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"default": "A portrait of a person",
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"description": "Text description of desired content"
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},
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"negative_prompt": {
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"node_id": 6,
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"widget_index": 0,
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"type": "string",
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"required": false,
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"default": "blurry, low quality",
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"description": "Undesired elements to avoid"
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},
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"style_weight": {
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"node_id": 4,
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"widget_index": 0,
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"type": "float",
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"required": false,
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"default": 0.75,
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"min": 0.0,
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"max": 1.0,
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"description": "Strength of style application (0.75 recommended)"
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},
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"width": {
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"node_id": 7,
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"widget_index": 0,
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"type": "integer",
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"required": false,
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"default": 1024,
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"min": 512,
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"max": 2048,
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"description": "Output image width"
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},
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"height": {
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"node_id": 7,
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"widget_index": 1,
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"type": "integer",
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"required": false,
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"default": 1024,
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"min": 512,
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"max": 2048,
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"description": "Output image height"
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},
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"seed": {
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"node_id": 8,
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"widget_index": 0,
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"type": "integer",
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"required": false,
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"default": 42,
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"min": 0,
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"max": 4294967295,
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"description": "Random seed for reproducibility"
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},
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"steps": {
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"node_id": 8,
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"widget_index": 2,
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"type": "integer",
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"required": false,
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"default": 30,
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"min": 20,
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"max": 50,
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"description": "Number of sampling steps"
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},
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"cfg": {
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"node_id": 8,
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"widget_index": 3,
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"type": "float",
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"required": false,
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"default": 6.5,
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"min": 1.0,
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"max": 15.0,
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"description": "Classifier-free guidance scale"
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}
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},
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"outputs": {
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"image": {
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"node_id": 11,
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"type": "image",
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"format": "PNG",
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"resolution": "1024x1024 (configurable)"
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}
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},
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"performance": {
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"avg_generation_time": "30-40 seconds",
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"vram_usage": "~16-18GB",
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"gpu_utilization": "95-100%"
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},
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"use_cases": [
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"Apply artistic styles to new subjects",
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"Match aesthetic of reference images",
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"Consistent style across generated images",
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"Photography style transfer"
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]
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}
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},
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"version": 0.4
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}
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