valknar/comfyui-extras
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
d6dfdd72e2a1c69845b5a4dede8da959a867fa1d
comfyui-extras/example_workflows/ipadapter-style-i2i-production-v1.json
Sebastian Krüger d6dfdd72e2 feat: initial ComfyUI workflow templates extension 
- 40 workflow templates (text-to-image, image-to-video, image-to-image,
  text-to-music, upscaling, advanced, nsfw)
- Color-coded placeholder preview images using Pillow
- Template-only extension (no custom nodes)
- Preview generation script for future workflow additions

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-26 09:16:45 +01:00

723 lines
13 KiB
JSON
Raw Blame History

{
"last_node_id": 15,
"last_link_id": 20,
"nodes": [
{
"id": 1,
"type": "CheckpointLoaderSimple",
"pos": [
50,
100
],
"size": {
"0": 350,
"1": 100
},
"flags": {},
"order": 0,
"mode": 0,
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
1
],
"slot_index": 0
},
{
"name": "CLIP",
"type": "CLIP",
"links": [
2,
3
],
"slot_index": 1
},
{
"name": "VAE",
"type": "VAE",
"links": [
4
],
"slot_index": 2
}
],
"properties": {
"Node name for S&R": "CheckpointLoaderSimple"
},
"widgets_values": [
"sd_xl_base_1.0.safetensors"
],
"title": "SDXL Base Checkpoint Loader"
},
{
"id": 2,
"type": "LoadImage",
"pos": [
50,
300
],
"size": [
315,
314
],
"flags": {},
"order": 1,
"mode": 0,
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
11
],
"shape": 3
},
{
"name": "MASK",
"type": "MASK",
"links": null,
"shape": 3
}
],
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"style_reference.png",
"image"
],
"title": "API Style Reference Input"
},
{
"id": 3,
"type": "IPAdapterUnifiedLoader",
"pos": [
450,
100
],
"size": {
"0": 315,
"1": 78
},
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 1
},
{
"name": "ipadapter",
"type": "IPADAPTER",
"link": null
}
],
"outputs": [
{
"name": "model",
"type": "MODEL",
"links": [
12
],
"shape": 3,
"slot_index": 0
},
{
"name": "ipadapter",
"type": "IPADAPTER",
"links": [
13
],
"shape": 3,
"slot_index": 1
}
],
"properties": {
"Node name for S&R": "IPAdapterUnifiedLoader"
},
"widgets_values": [
"VIT-G (medium strength)"
],
"title": "IP-Adapter Loader"
},
{
"id": 4,
"type": "IPAdapter",
"pos": [
800,
100
],
"size": {
"0": 315,
"1": 258
},
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "ipadapter",
"type": "IPADAPTER",
"link": 13
},
{
"name": "clip_vision",
"type": "CLIP_VISION",
"link": null
},
{
"name": "image",
"type": "IMAGE",
"link": 11
},
{
"name": "model",
"type": "MODEL",
"link": 12
}
],
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
14
],
"shape": 3,
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "IPAdapterApply"
},
"widgets_values": [
0.75,
0.0,
1.0,
"style transfer"
],
"title": "Apply IP-Adapter Style"
},
{
"id": 5,
"type": "CLIPTextEncode",
"pos": [
450,
400
],
"size": {
"0": 400,
"1": 200
},
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 2
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
5
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"A portrait of a person, highly detailed, professional photography"
],
"title": "API Positive Prompt"
},
{
"id": 6,
"type": "CLIPTextEncode",
"pos": [
450,
650
],
"size": {
"0": 400,
"1": 200
},
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 3
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
6
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"blurry, low quality, distorted, deformed"
],
"title": "API Negative Prompt"
},
{
"id": 7,
"type": "EmptyLatentImage",
"pos": [
800,
450
],
"size": {
"0": 315,
"1": 106
},
"flags": {},
"order": 6,
"mode": 0,
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
7
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "EmptyLatentImage"
},
"widgets_values": [
1024,
1024,
1
],
"title": "API Latent Image Config"
},
{
"id": 8,
"type": "KSampler",
"pos": [
1170,
100
],
"size": {
"0": 315,
"1": 474
},
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 14
},
{
"name": "positive",
"type": "CONDITIONING",
"link": 5
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 6
},
{
"name": "latent_image",
"type": "LATENT",
"link": 7
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
8
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "KSampler"
},
"widgets_values": [
42,
"fixed",
30,
6.5,
"dpmpp_2m",
"karras",
1
],
"title": "Sampler with Style"
},
{
"id": 9,
"type": "VAEDecode",
"pos": [
1540,
100
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 8
},
{
"name": "vae",
"type": "VAE",
"link": 4
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
9,
10
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "VAEDecode"
},
"title": "VAE Decode"
},
{
"id": 10,
"type": "PreviewImage",
"pos": [
1800,
100
],
"size": {
"0": 400,
"1": 400
},
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 9
}
],
"properties": {
"Node name for S&R": "PreviewImage"
},
"title": "Preview Output"
},
{
"id": 11,
"type": "SaveImage",
"pos": [
1800,
550
],
"size": {
"0": 400,
"1": 100
},
"flags": {},
"order": 10,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 10
}
],
"properties": {
"Node name for S&R": "SaveImage"
},
"widgets_values": [
"ipadapter_style_output"
],
"title": "API Image Output"
}
],
"links": [
[
1,
1,
0,
3,
0,
"MODEL"
],
[
2,
1,
1,
5,
0,
"CLIP"
],
[
3,
1,
1,
6,
0,
"CLIP"
],
[
4,
1,
2,
9,
1,
"VAE"
],
[
5,
5,
0,
8,
1,
"CONDITIONING"
],
[
6,
6,
0,
8,
2,
"CONDITIONING"
],
[
7,
7,
0,
8,
3,
"LATENT"
],
[
8,
8,
0,
9,
0,
"LATENT"
],
[
9,
9,
0,
10,
0,
"IMAGE"
],
[
10,
9,
0,
11,
0,
"IMAGE"
],
[
11,
2,
0,
4,
2,
"IMAGE"
],
[
12,
3,
0,
4,
3,
"MODEL"
],
[
13,
3,
1,
4,
0,
"IPADAPTER"
],
[
14,
4,
0,
8,
0,
"MODEL"
]
],
"groups": [],
"config": {},
"extra": {
"workflow_info": {
"name": "IP-Adapter Style Transfer Image-to-Image Production",
"version": "1.0.0",
"author": "RunPod AI Model Orchestrator",
"description": "Style transfer using IP-Adapter. Apply the visual style from a reference image to generate new images matching that aesthetic.",
"category": "image-to-image",
"tags": [
"ipadapter",
"style-transfer",
"i2i",
"production",
"sdxl"
],
"requirements": {
"models": [
"stable-diffusion-xl-base-1.0",
"ip-adapter-plus"
],
"custom_nodes": [
"ComfyUI_IPAdapter_plus"
],
"vram_min": "16GB",
"vram_recommended": "24GB"
},
"parameters": {
"style_image": {
"node_id": 2,
"widget_index": 0,
"type": "image",
"required": true,
"description": "Reference image for style extraction"
},
"prompt": {
"node_id": 5,
"widget_index": 0,
"type": "string",
"required": true,
"default": "A portrait of a person",
"description": "Text description of desired content"
},
"negative_prompt": {
"node_id": 6,
"widget_index": 0,
"type": "string",
"required": false,
"default": "blurry, low quality",
"description": "Undesired elements to avoid"
},
"style_weight": {
"node_id": 4,
"widget_index": 0,
"type": "float",
"required": false,
"default": 0.75,
"min": 0.0,
"max": 1.0,
"description": "Strength of style application (0.75 recommended)"
},
"width": {
"node_id": 7,
"widget_index": 0,
"type": "integer",
"required": false,
"default": 1024,
"min": 512,
"max": 2048,
"description": "Output image width"
},
"height": {
"node_id": 7,
"widget_index": 1,
"type": "integer",
"required": false,
"default": 1024,
"min": 512,
"max": 2048,
"description": "Output image height"
},
"seed": {
"node_id": 8,
"widget_index": 0,
"type": "integer",
"required": false,
"default": 42,
"min": 0,
"max": 4294967295,
"description": "Random seed for reproducibility"
},
"steps": {
"node_id": 8,
"widget_index": 2,
"type": "integer",
"required": false,
"default": 30,
"min": 20,
"max": 50,
"description": "Number of sampling steps"
},
"cfg": {
"node_id": 8,
"widget_index": 3,
"type": "float",
"required": false,
"default": 6.5,
"min": 1.0,
"max": 15.0,
"description": "Classifier-free guidance scale"
}
},
"outputs": {
"image": {
"node_id": 11,
"type": "image",
"format": "PNG",
"resolution": "1024x1024 (configurable)"
}
},
"performance": {
"avg_generation_time": "30-40 seconds",
"vram_usage": "~16-18GB",
"gpu_utilization": "95-100%"
},
"use_cases": [
"Apply artistic styles to new subjects",
"Match aesthetic of reference images",
"Consistent style across generated images",
"Photography style transfer"
]
}
},
"version": 0.4
}
Reference in New Issue View Git Blame Copy Permalink