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DemonGatanjieu-Anomalous_Mo…/api/blocks/refine_other_model.json
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DemonGatanjieuandClaude Opus 5.5 5f336d39cd Ways: each block says what it does in one sentence
The panel's text for each of the 18 blocks (about, zh and en) is one short sentence; where it came from and how it was tried stay under Details, the AI's instructions (after, notes) unchanged.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-29 02:19:59 +08:00

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{
"job": "refine",
"rank": 6,
"short": "other model",
"title": {
"zh": "换模型精修",
"en": "Refine with another model"
},
"about": {
"zh": "换另一个单文件模型(可以配它的 LoRA)把整张图轻轻重画一遍,另存一张。",
"en": "Another single-file checkpoint (with its LoRAs) lightly redraws the whole picture, saved beside it."
},
"source": {
"zh": "参考工作流的「Refiner 管线」:精修时可以换一个底模加载器,配一套独立的 LoRA 堆",
"en": "The reference workflow's refiner: a base model loader of its own for refining, with a separate LoRA stack"
},
"packs": {},
"nodes": {
"second_model": {
"class_type": "CheckpointLoaderSimple",
"like": "$loader",
"inputs": {}
},
"second_positive": {
"class_type": "CLIPTextEncode",
"like": "$sampler.positive",
"inputs": {
"clip": [
"second_model",
1
]
}
},
"second_negative": {
"class_type": "CLIPTextEncode",
"like": "$sampler.negative",
"inputs": {
"clip": [
"second_model",
1
]
}
},
"encode": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"$decode",
0
],
"vae": [
"second_model",
2
]
}
},
"redraw": {
"class_type": "KSampler",
"like": "$sampler",
"inputs": {
"model": [
"second_model",
0
],
"positive": [
"second_positive",
0
],
"negative": [
"second_negative",
0
],
"latent_image": [
"encode",
0
],
"denoise": 0.4
}
},
"decode": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"redraw",
0
],
"vae": [
"second_model",
2
]
}
},
"save": {
"class_type": "SaveImage",
"inputs": {
"images": [
"decode",
0
],
"filename_prefix": "refined"
}
}
},
"after": "The refine's loader (second_model) starts as the same checkpoint: set_model it to the one the user wants (ask_user, search_models), add_lora its own LoRAs onto it, and write its prompts (second_positive, second_negative, copied from the first) in that model's style. Another family may want other steps, cfg and sampler on redraw. Then run_workflow; the refined one is saved beside it (prefix refined). Denoise 0.4: lower keeps more of the first, higher takes more of the second.",
"notes": "The source keeps a separate loader and LoRA stack for refining. Its own CLIP and VAE, so a checkpoint of another family works; a model loaded as separate UNET, CLIP and VAE files (Anima) does not fit this loader.",
"models": [],
"tested": {
"gpu": "RTX 4050 Laptop",
"vram_gb": 6,
"date": "2026-10-28",
"runs": [
{
"model": "SDXL (Illustrious) → NoobAI",
"size": "832×1216",
"seconds": 66
}
]
}
}