Files
runpod/models/comfyui/workflows/image-to-image/ipadapter-face-i2i-production-v1.json
Sebastian Krüger 71a30c0e4d feat: add comprehensive ComfyUI workflow collection
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>
2025-11-22 12:08:18 +01:00

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JSON

{
"last_node_id": 15,
"last_link_id": 20,
"nodes": [
{"id": 1, "type": "CheckpointLoaderSimple", "pos": [50, 100], "size": {"0": 350, "1": 100}, "widgets_values": ["diffusers/stable-diffusion-xl-base-1.0"], "title": "SDXL Base Checkpoint Loader"},
{"id": 2, "type": "LoadImage", "pos": [50, 300], "size": [315, 314], "widgets_values": ["face_reference.png", "image"], "title": "API Face Reference Input"},
{"id": 3, "type": "IPAdapterUnifiedLoader", "pos": [450, 100], "size": {"0": 315, "1": 78}, "widgets_values": ["FACE"], "title": "IP-Adapter Face Loader"},
{"id": 4, "type": "IPAdapterApplyFace", "pos": [800, 100], "size": {"0": 315, "1": 258}, "widgets_values": [0.85, 0.0, "original", 0.0, 1.0, true], "title": "Apply IP-Adapter Face"},
{"id": 5, "type": "CLIPTextEncode", "pos": [450, 400], "size": {"0": 400, "1": 200}, "widgets_values": ["A professional portrait, studio lighting, detailed face"], "title": "API Positive Prompt"},
{"id": 6, "type": "CLIPTextEncode", "pos": [450, 650], "size": {"0": 400, "1": 200}, "widgets_values": ["blurry, distorted face, low quality"], "title": "API Negative Prompt"},
{"id": 7, "type": "EmptyLatentImage", "pos": [800, 450], "size": {"0": 315, "1": 106}, "widgets_values": [1024, 1024, 1], "title": "API Latent Image Config"},
{"id": 8, "type": "KSampler", "pos": [1170, 100], "size": {"0": 315, "1": 474}, "widgets_values": [42, "fixed", 30, 6.5, "dpmpp_2m", "karras", 1], "title": "Sampler with Face"},
{"id": 9, "type": "VAEDecode", "pos": [1540, 100], "size": {"0": 210, "1": 46}, "title": "VAE Decode"},
{"id": 10, "type": "PreviewImage", "pos": [1800, 100], "size": {"0": 400, "1": 400}, "title": "Preview Output"},
{"id": 11, "type": "SaveImage", "pos": [1800, 550], "size": {"0": 400, "1": 100}, "widgets_values": ["ipadapter_face_output"], "title": "API Image Output"}
],
"links": [],
"extra": {
"workflow_info": {
"name": "IP-Adapter Face Portrait Image-to-Image Production",
"version": "1.0.0",
"description": "Face-focused generation using IP-Adapter Face model. Transfer facial features from reference to generate new portraits or perform face swaps.",
"category": "image-to-image",
"tags": ["ipadapter", "face", "portrait", "i2i", "production"],
"requirements": {"models": ["stable-diffusion-xl-base-1.0", "ip-adapter-face"], "custom_nodes": ["ComfyUI_IPAdapter_plus"], "vram_min": "16GB"},
"parameters": {
"face_image": {"node_id": 2, "type": "image", "required": true, "description": "Reference face image"},
"prompt": {"node_id": 5, "type": "string", "default": "A professional portrait", "description": "Portrait description"},
"face_weight": {"node_id": 4, "type": "float", "default": 0.85, "description": "Face similarity strength (0.85 recommended)"}
},
"use_cases": ["Portrait generation with specific face", "Face swap in different contexts", "Consistent character portraits", "Professional headshots"]
}
},
"version": 0.4
}