582 lines
14 KiB
JSON
582 lines
14 KiB
JSON
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|
|
"size": {"0": 400, "1": 100},
|
||
|
|
"flags": {},
|
||
|
|
"order": 13,
|
||
|
|
"mode": 0,
|
||
|
|
"inputs": [
|
||
|
|
{
|
||
|
|
"name": "images",
|
||
|
|
"type": "IMAGE",
|
||
|
|
"link": 20
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"properties": {
|
||
|
|
"Node name for S&R": "SaveImage"
|
||
|
|
},
|
||
|
|
"widgets_values": ["sdxl_refined_output"],
|
||
|
|
"title": "API Image Output"
|
||
|
|
}
|
||
|
|
],
|
||
|
|
"links": [
|
||
|
|
[1, 1, 0, 8, 0, "MODEL"],
|
||
|
|
[2, 1, 1, 3, 0, "CLIP"],
|
||
|
|
[3, 1, 1, 4, 0, "CLIP"],
|
||
|
|
[4, 1, 2, 9, 1, "VAE"],
|
||
|
|
[5, 3, 0, 8, 1, "CONDITIONING"],
|
||
|
|
[6, 4, 0, 8, 2, "CONDITIONING"],
|
||
|
|
[7, 7, 0, 8, 3, "LATENT"],
|
||
|
|
[8, 8, 0, 9, 0, "LATENT"],
|
||
|
|
[9, 9, 0, 10, 0, "IMAGE"],
|
||
|
|
[11, 2, 0, 11, 0, "MODEL"],
|
||
|
|
[12, 2, 1, 5, 0, "CLIP"],
|
||
|
|
[13, 2, 1, 6, 0, "CLIP"],
|
||
|
|
[14, 2, 2, 12, 1, "VAE"],
|
||
|
|
[15, 5, 0, 11, 1, "CONDITIONING"],
|
||
|
|
[16, 6, 0, 11, 2, "CONDITIONING"],
|
||
|
|
[17, 8, 0, 11, 3, "LATENT"],
|
||
|
|
[18, 11, 0, 12, 0, "LATENT"],
|
||
|
|
[19, 12, 0, 13, 0, "IMAGE"],
|
||
|
|
[20, 12, 0, 14, 0, "IMAGE"]
|
||
|
|
],
|
||
|
|
"groups": [],
|
||
|
|
"config": {},
|
||
|
|
"extra": {
|
||
|
|
"workflow_info": {
|
||
|
|
"name": "SDXL with Refiner Text-to-Image Production",
|
||
|
|
"version": "1.0.0",
|
||
|
|
"author": "RunPod AI Model Orchestrator",
|
||
|
|
"description": "Two-stage text-to-image generation using SDXL Base (30 steps) + Refiner (20 steps). Produces highly detailed, refined outputs with excellent coherence.",
|
||
|
|
"category": "text-to-image",
|
||
|
|
"tags": ["sdxl", "refiner", "two-stage", "high-quality", "production", "t2i"],
|
||
|
|
"requirements": {
|
||
|
|
"models": ["stable-diffusion-xl-base-1.0", "stable-diffusion-xl-refiner-1.0"],
|
||
|
|
"custom_nodes": [],
|
||
|
|
"vram_min": "20GB",
|
||
|
|
"vram_recommended": "24GB"
|
||
|
|
},
|
||
|
|
"parameters": {
|
||
|
|
"prompt": {
|
||
|
|
"node_id": [3, 5],
|
||
|
|
"widget_index": 0,
|
||
|
|
"type": "string",
|
||
|
|
"required": true,
|
||
|
|
"default": "A beautiful mountain landscape at sunset",
|
||
|
|
"description": "Text description of desired image (used for both base and refiner)"
|
||
|
|
},
|
||
|
|
"negative_prompt": {
|
||
|
|
"node_id": [4, 6],
|
||
|
|
"widget_index": 0,
|
||
|
|
"type": "string",
|
||
|
|
"required": false,
|
||
|
|
"default": "blurry, low quality",
|
||
|
|
"description": "Undesired elements to avoid (used for both base and refiner)"
|
||
|
|
},
|
||
|
|
"width": {
|
||
|
|
"node_id": 7,
|
||
|
|
"widget_index": 0,
|
||
|
|
"type": "integer",
|
||
|
|
"required": false,
|
||
|
|
"default": 1024,
|
||
|
|
"min": 512,
|
||
|
|
"max": 2048,
|
||
|
|
"description": "Image width in pixels"
|
||
|
|
},
|
||
|
|
"height": {
|
||
|
|
"node_id": 7,
|
||
|
|
"widget_index": 1,
|
||
|
|
"type": "integer",
|
||
|
|
"required": false,
|
||
|
|
"default": 1024,
|
||
|
|
"min": 512,
|
||
|
|
"max": 2048,
|
||
|
|
"description": "Image height in pixels"
|
||
|
|
},
|
||
|
|
"seed": {
|
||
|
|
"node_id": [8, 11],
|
||
|
|
"widget_index": 0,
|
||
|
|
"type": "integer",
|
||
|
|
"required": false,
|
||
|
|
"default": 42,
|
||
|
|
"min": 0,
|
||
|
|
"max": 4294967295,
|
||
|
|
"description": "Random seed for reproducibility (same for base and refiner)"
|
||
|
|
},
|
||
|
|
"base_steps": {
|
||
|
|
"node_id": 8,
|
||
|
|
"widget_index": 2,
|
||
|
|
"type": "integer",
|
||
|
|
"required": false,
|
||
|
|
"default": 30,
|
||
|
|
"min": 20,
|
||
|
|
"max": 50,
|
||
|
|
"description": "Number of sampling steps for base model"
|
||
|
|
},
|
||
|
|
"refiner_steps": {
|
||
|
|
"node_id": 11,
|
||
|
|
"widget_index": 2,
|
||
|
|
"type": "integer",
|
||
|
|
"required": false,
|
||
|
|
"default": 20,
|
||
|
|
"min": 10,
|
||
|
|
"max": 30,
|
||
|
|
"description": "Number of sampling steps for refiner model"
|
||
|
|
},
|
||
|
|
"cfg": {
|
||
|
|
"node_id": [8, 11],
|
||
|
|
"widget_index": 3,
|
||
|
|
"type": "float",
|
||
|
|
"required": false,
|
||
|
|
"default": 7.5,
|
||
|
|
"min": 1.0,
|
||
|
|
"max": 15.0,
|
||
|
|
"description": "Classifier-free guidance scale (7.5 recommended for SDXL)"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"outputs": {
|
||
|
|
"base_image": {
|
||
|
|
"node_id": 10,
|
||
|
|
"type": "preview",
|
||
|
|
"description": "Base model output (before refinement)"
|
||
|
|
},
|
||
|
|
"refined_image": {
|
||
|
|
"node_id": 14,
|
||
|
|
"type": "image",
|
||
|
|
"format": "PNG",
|
||
|
|
"resolution": "1024x1024 (configurable)",
|
||
|
|
"description": "Final refined output"
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"performance": {
|
||
|
|
"avg_generation_time": "40-60 seconds (30+20 steps)",
|
||
|
|
"vram_usage": "~18-20GB",
|
||
|
|
"gpu_utilization": "95-100%",
|
||
|
|
"notes": "Base and refiner run sequentially to manage VRAM"
|
||
|
|
}
|
||
|
|
}
|
||
|
|
},
|
||
|
|
"version": 0.4
|
||
|
|
}
|