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feature/1.64
DemonGatanjieu-Anomalous_Mo…/api/examples/two_pass_anima_character.json
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DemonGatanjieuandClaude c9c9e5b21e Shorten the Ways panel, tell the ways from their own files, stop an LLLite that does not fit 
- The Ways panel lists the ways that can run here as short rows that open,
  then the skills, and folds the ways lacking a pack or a model at the bottom.
- The staged_picture skill keeps the judgment only: the ways of its uses come
  from each block's "when", listed with the skill for what can run here. Its
  answer had passed the 3,800 bytes an AI app shows in the chat (3,991); a test
  keeps every skill under it.
- An Anima LLLite made for 28-block (2B) models stops a run on a 40-block
  (2.9B) one: lllite_fit counts both from the files' headers, the AI's run is
  refused with the nodes to change, and an example with a Tile opens on a model
  it fits. The warning written into four ways and two examples is removed.
- What holds for a model family is written once: the profile's notes go with
  each Anima example for an AI, the examples window says it once for the user;
  a pack two nodes come from is named once.
- The Tile upscale is want="tile", no longer the name of another use.

Co-Authored-By: Claude <noreply@anthropic.com>
2026-11-10 16:25:22 +08:00

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{
"name": "Example: two passes on Anima, only the character redrawn",
"title": {
"zh": "两段放大",
"en": "Two passes"
},
"version": {
"zh": "Anima · 背景虚化，只重画人物",
"en": "Anima · blurred background, only the character redrawn"
},
"family": "anima",
"recommended": false,
"packs": {
"AnimaLLLiteApply_sdscripts": "ComfyUI-Anima-LLLite",
"InspyrenetRembg": "comfyui-inspyrenet-rembg",
"InpaintCropImproved": "ComfyUI-Inpaint-CropAndStitch",
"InpaintStitchImproved": "ComfyUI-Inpaint-CropAndStitch"
},
"about": {
"zh": "背景本来就虚化的图用：出图后整张拉大 1.5 倍，背景不再重画；自动抠出人物，只裁出那一块，用 Tile 锁住线条重画（0.7），再缝回去。虚化原样保住，人物变清楚。背景清楚的图用「Anima · Tile 锁图」那一版。Tile 只适配 2B 的 Anima 模型，打开时会替你选一个；换成 2.9B 这类更大的会报错。",
"en": "For a picture whose background is blurred on purpose: the whole picture enlarged 1.5x and its background left as it is; the character cut out, only its crop redrawn held by Tile (0.7) and stitched back. The blur is kept, the character gets sharper. A sharp background: the \"Anima · held by Tile\" version. The Tile fits the 2B Anima models only; it opens on one of yours, and a larger one (such as 2.9B) stops with an error."
},
"ai": "A pass on Anima, then the whole picture enlarged 1.5x (lanczos) and only the character redrawn: cut out, cropped with a margin, held by Anima's Tile LLLite at 0.7, redrawn at denoise 0.7 and stitched back; the background stays as enlarged. Only for a background blurred on purpose; a sharp one: the Tile version (all redrawn). open_workflow, set_model on its loader, then run_workflow with the prompt. The Tile fits the 2B Anima models only: Anomalous refuses a run where it does not fit and names the loader to change.",
"workflow": {
"id": "00000000-0000-0000-0000-000000000000",
"revision": 0,
"last_node_id": 26,
"last_link_id": 70,
"nodes": [
{
"id": 1,
"type": "UNETLoader",
"pos": [
40,
60
],
"size": [
270,
82
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [
{
"localized_name": "UNet名称",
"name": "unet_name",
"type": "COMBO",
"widget": {
"name": "unet_name"
},
"link": null
},
{
"localized_name": "数据类型",
"name": "weight_dtype",
"type": "COMBO",
"widget": {
"name": "weight_dtype"
},
"link": null
}
],
"outputs": [
{
"localized_name": "模型",
"name": "MODEL",
"type": "MODEL",
"links": [
38,
54
]
}
],
"properties": {
"Node name for S&R": "UNETLoader"
},
"widgets_values": [
"",
"default"
]
},
{
"id": 2,
"type": "CLIPLoader",
"pos": [
40,
230
],
"size": [
270,
106
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [
{
"localized_name": "CLIP名称",
"name": "clip_name",
"type": "COMBO",
"widget": {
"name": "clip_name"
},
"link": null
},
{
"localized_name": "类型",
"name": "type",
"type": "COMBO",
"widget": {
"name": "type"
},
"link": null
},
{
"localized_name": "设备",
"name": "device",
"shape": 7,
"type": "COMBO",
"widget": {
"name": "device"
},
"link": null
}
],
"outputs": [
{
"localized_name": "CLIP",
"name": "CLIP",
"type": "CLIP",
"links": [
36,
37
]
}
],
"properties": {
"Node name for S&R": "CLIPLoader"
},
"widgets_values": [
"",
"stable_diffusion",
"default"
]
},
{
"id": 3,
"type": "VAELoader",
"pos": [
40,
420
],
"size": [
270,
58
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"localized_name": "vae名称",
"name": "vae_name",
"type": "COMBO",
"widget": {
"name": "vae_name"
},
"link": null
}
],
"outputs": [
{
"localized_name": "VAE",
"name": "VAE",
"type": "VAE",
"links": [
43,
58,
66
]
}
],
"properties": {
"Node name for S&R": "VAELoader"
},
"widgets_values": [
""
]
},
{
"id": 4,
"type": "CLIPTextEncode",
"pos": [
420,
40
],
"size": [
400,
200
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"localized_name": "clip",
"name": "clip",
"type": "CLIP",
"link": 36
},
{
"localized_name": "文本",
"name": "text",
"type": "STRING",
"widget": {
"name": "text"
},
"link": null
}
],
"outputs": [
{
"localized_name": "条件",
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
39,
62
]
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"masterpiece, best quality, safe, an adult woman in a navy coat and a yellow scarf sitting on a wooden bench at a quiet countryside train platform, looking into the distance, full body, shallow depth of field, softly blurred hills and trees in the background, late afternoon light"
]
},
{
"id": 5,
"type": "CLIPTextEncode",
"pos": [
420,
280
],
"size": [
400,
200
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"localized_name": "clip",
"name": "clip",
"type": "CLIP",
"link": 37
},
{
"localized_name": "文本",
"name": "text",
"type": "STRING",
"widget": {
"name": "text"
},
"link": null
}
],
"outputs": [
{
"localized_name": "条件",
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
40,
63
]
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"worst quality, low quality, watermark, text"
]
},
{
"id": 6,
"type": "EmptyLatentImage",
"pos": [
420,
520
],
"size": [
270,
106
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"localized_name": "宽度",
"name": "width",
"type": "INT",
"widget": {
"name": "width"
},
"link": null
},
{
"localized_name": "高度",
"name": "height",
"type": "INT",
"widget": {
"name": "height"
},
"link": null
},
{
"localized_name": "批量大小",
"name": "batch_size",
"type": "INT",
"widget": {
"name": "batch_size"
},
"link": null
}
],
"outputs": [
{
"localized_name": "Latent",
"name": "LATENT",
"type": "LATENT",
"links": [
41
]
}
],
"properties": {
"Node name for S&R": "EmptyLatentImage"
},
"widgets_values": [
832,
1216,
1
]
},
{
"id": 7,
"type": "KSampler",
"pos": [
820,
60
],
"size": [
270,
262
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"localized_name": "模型",
"name": "model",
"type": "MODEL",
"link": 38
},
{
"localized_name": "正面条件",
"name": "positive",
"type": "CONDITIONING",
"link": 39
},
{
"localized_name": "负面条件",
"name": "negative",
"type": "CONDITIONING",
"link": 40
},
{
"localized_name": "Latent图像",
"name": "latent_image",
"type": "LATENT",
"link": 41
},
{
"localized_name": "种子",
"name": "seed",
"type": "INT",
"widget": {
"name": "seed"
},
"link": null
},
{
"localized_name": "步数",
"name": "steps",
"type": "INT",
"widget": {
"name": "steps"
},
"link": null
},
{
"localized_name": "cfg",
"name": "cfg",
"type": "FLOAT",
"widget": {
"name": "cfg"
},
"link": null
},
{
"localized_name": "采样器名称",
"name": "sampler_name",
"type": "COMBO",
"widget": {
"name": "sampler_name"
},
"link": null
},
{
"localized_name": "调度器",
"name": "scheduler",
"type": "COMBO",
"widget": {
"name": "scheduler"
},
"link": null
},
{
"localized_name": "降噪",
"name": "denoise",
"type": "FLOAT",
"widget": {
"name": "denoise"
},
"link": null
}
],
"outputs": [
{
"localized_name": "Latent",
"name": "LATENT",
"type": "LATENT",
"links": [
42
]
}
],
"properties": {
"Node name for S&R": "KSampler"
},
"widgets_values": [
0,
"randomize",
35,
4.4,
"dpmpp_2m_sde_gpu",
"beta",
1
]
},
{
"id": 8,
"type": "VAEDecode",
"pos": [
1180,
60
],
"size": [
140,
46
],
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"localized_name": "Latent",
"name": "samples",
"type": "LATENT",
"link": 42
},
{
"localized_name": "vae",
"name": "vae",
"type": "VAE",
"link": 43
}
],
"outputs": [
{
"localized_name": "图像",
"name": "IMAGE",
"type": "IMAGE",
"links": [
44,
45
]
}
],
"properties": {
"Node name for S&R": "VAEDecode"
}
},
{
"id": 9,
"type": "SaveImage",
"pos": [
1180,
200
],
"size": [
270,
58
],
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{
"localized_name": "图片",
"name": "images",
"type": "IMAGE",
"link": 44
},
{
"localized_name": "文件名前缀",
"name": "filename_prefix",
"type": "STRING",
"widget": {
"name": "filename_prefix"
},
"link": null
}
],
"outputs": [
{
"localized_name": "images",
"name": "images",
"type": "IMAGE",
"links": null
}
],
"properties": {},
"widgets_values": [
"example_base"
]
},
{
"id": 10,
"type": "ImageScaleBy",
"pos": [
1500,
60
],
"size": [
270,
82
],
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
{
"localized_name": "图像",
"name": "image",
"type": "IMAGE",
"link": 45
},
{
"localized_name": "缩放算法",
"name": "upscale_method",
"type": "COMBO",
"widget": {
"name": "upscale_method"
},
"link": null
},
{
"localized_name": "缩放系数",
"name": "scale_by",
"type": "FLOAT",
"widget": {
"name": "scale_by"
},
"link": null
}
],
"outputs": [
{
"localized_name": "图像",
"name": "IMAGE",
"type": "IMAGE",
"links": [
46,
52
]
}
],
"properties": {
"Node name for S&R": "ImageScaleBy"
},
"widgets_values": [
"lanczos",
1.5
]
},
{
"id": 11,
"type": "InspyrenetRembg",
"pos": [
1500,
200
],
"size": [
270,
78
],
"flags": {},
"order": 10,
"mode": 0,
"inputs": [
{
"localized_name": "image",
"name": "image",
"type": "IMAGE",
"link": 46
},
{
"localized_name": "torchscript_jit",
"name": "torchscript_jit",
"type": "COMBO",
"widget": {
"name": "torchscript_jit"
},
"link": null
}
],
"outputs": [
{
"localized_name": "图像",
"name": "IMAGE",
"type": "IMAGE",
"links": null
},
{
"localized_name": "遮罩",
"name": "MASK",
"type": "MASK",
"links": [
47
]
}
],
"properties": {
"Node name for S&R": "InspyrenetRembg"
},
"widgets_values": [
"default"
]
},
{
"id": 12,
"type": "ThresholdMask",
"pos": [
1500,
330
],
"size": [
270,
58
],
"flags": {},
"order": 11,
"mode": 0,
"inputs": [
{
"localized_name": "遮罩",
"name": "mask",
"type": "MASK",
"link": 47
},
{
"localized_name": "值",
"name": "value",
"type": "FLOAT",
"widget": {
"name": "value"
},
"link": null
}
],
"outputs": [
{
"localized_name": "遮罩",
"name": "MASK",
"type": "MASK",
"links": [
48
]
}
],
"properties": {
"Node name for S&R": "ThresholdMask"
},
"widgets_values": [
0.5
]
},
{
"id": 13,
"type": "GrowMask",
"pos": [
1500,
440
],
"size": [
270,
82
],
"flags": {},
"order": 12,
"mode": 0,
"inputs": [
{
"localized_name": "遮罩",
"name": "mask",
"type": "MASK",
"link": 48
},
{
"localized_name": "扩展",
"name": "expand",
"type": "INT",
"widget": {
"name": "expand"
},
"link": null
},
{
"localized_name": "倒角",
"name": "tapered_corners",
"type": "BOOLEAN",
"widget": {
"name": "tapered_corners"
},
"link": null
}
],
"outputs": [
{
"localized_name": "遮罩",
"name": "MASK",
"type": "MASK",
"links": [
49
]
}
],
"properties": {
"Node name for S&R": "GrowMask"
},
"widgets_values": [
12,
true
]
},
{
"id": 14,
"type": "MaskToImage",
"pos": [
1500,
570
],
"size": [
140,
26
],
"flags": {},
"order": 13,
"mode": 0,
"inputs": [
{
"localized_name": "遮罩",
"name": "mask",
"type": "MASK",
"link": 49
}
],
"outputs": [
{
"localized_name": "图像",
"name": "IMAGE",
"type": "IMAGE",
"links": [
50
]
}
],
"properties": {
"Node name for S&R": "MaskToImage"
}
},
{
"id": 15,
"type": "ImageBlur",
"pos": [
1500,
640
],
"size": [
270,
82
],
"flags": {},
"order": 14,
"mode": 0,
"inputs": [
{
"localized_name": "图像",
"name": "image",
"type": "IMAGE",
"link": 50
},
{
"localized_name": "模糊半径",
"name": "blur_radius",
"type": "INT",
"widget": {
"name": "blur_radius"
},
"link": null
},
{
"localized_name": "西格玛",
"name": "sigma",
"type": "FLOAT",
"widget": {
"name": "sigma"
},
"link": null
}
],
"outputs": [
{
"localized_name": "图像",
"name": "IMAGE",
"type": "IMAGE",
"links": [
51,
70
]
}
],
"properties": {
"Node name for S&R": "ImageBlur"
},
"widgets_values": [
31,
0.5
]
},
{
"id": 16,
"type": "ImageToMask",
"pos": [
1500,
770
],
"size": [
270,
58
],
"flags": {},
"order": 15,
"mode": 0,
"inputs": [
{
"localized_name": "图像",
"name": "image",
"type": "IMAGE",
"link": 51
},
{
"localized_name": "通道",
"name": "channel",
"type": "COMBO",
"widget": {
"name": "channel"
},
"link": null
}
],
"outputs": [
{
"localized_name": "遮罩",
"name": "MASK",
"type": "MASK",
"links": [
53
]
}
],
"properties": {
"Node name for S&R": "ImageToMask"
},
"widgets_values": [
"red"
]
},
{
"id": 17,
"type": "InpaintCropImproved",
"pos": [
1840,
60
],
"size": [
357.44140625,
650
],
"flags": {},
"order": 17,
"mode": 0,
"inputs": [
{
"localized_name": "image",
"name": "image",
"type": "IMAGE",
"link": 52
},
{
"localized_name": "mask",
"name": "mask",
"shape": 7,
"type": "MASK",
"link": 53
},
{
"localized_name": "optional_context_mask",
"name": "optional_context_mask",
"shape": 7,
"type": "MASK",
"link": null
},
{
"localized_name": "downscale_algorithm",
"name": "downscale_algorithm",
"type": "COMBO",
"widget": {
"name": "downscale_algorithm"
},
"link": null
},
{
"localized_name": "upscale_algorithm",
"name": "upscale_algorithm",
"type": "COMBO",
"widget": {
"name": "upscale_algorithm"
},
"link": null
},
{
"localized_name": "preresize",
"name": "preresize",
"type": "BOOLEAN",
"widget": {
"name": "preresize"
},
"link": null
},
{
"localized_name": "preresize_mode",
"name": "preresize_mode",
"type": "COMBO",
"widget": {
"name": "preresize_mode"
},
"link": null
},
{
"localized_name": "preresize_min_width",
"name": "preresize_min_width",
"type": "INT",
"widget": {
"name": "preresize_min_width"
},
"link": null
},
{
"localized_name": "preresize_min_height",
"name": "preresize_min_height",
"type": "INT",
"widget": {
"name": "preresize_min_height"
},
"link": null
},
{
"localized_name": "preresize_max_width",
"name": "preresize_max_width",
"type": "INT",
"widget": {
"name": "preresize_max_width"
},
"link": null
},
{
"localized_name": "preresize_max_height",
"name": "preresize_max_height",
"type": "INT",
"widget": {
"name": "preresize_max_height"
},
"link": null
},
{
"localized_name": "mask_fill_holes",
"name": "mask_fill_holes",
"type": "BOOLEAN",
"widget": {
"name": "mask_fill_holes"
},
"link": null
},
{
"localized_name": "mask_expand_pixels",
"name": "mask_expand_pixels",
"type": "INT",
"widget": {
"name": "mask_expand_pixels"
},
"link": null
},
{
"localized_name": "mask_invert",
"name": "mask_invert",
"type": "BOOLEAN",
"widget": {
"name": "mask_invert"
},
"link": null
},
{
"localized_name": "mask_blend_pixels",
"name": "mask_blend_pixels",
"type": "INT",
"widget": {
"name": "mask_blend_pixels"
},
"link": null
},
{
"localized_name": "mask_hipass_filter",
"name": "mask_hipass_filter",
"type": "FLOAT",
"widget": {
"name": "mask_hipass_filter"
},
"link": null
},
{
"localized_name": "extend_for_outpainting",
"name": "extend_for_outpainting",
"type": "BOOLEAN",
"widget": {
"name": "extend_for_outpainting"
},
"link": null
},
{
"localized_name": "extend_up_factor",
"name": "extend_up_factor",
"type": "FLOAT",
"widget": {
"name": "extend_up_factor"
},
"link": null
},
{
"localized_name": "extend_down_factor",
"name": "extend_down_factor",
"type": "FLOAT",
"widget": {
"name": "extend_down_factor"
},
"link": null
},
{
"localized_name": "extend_left_factor",
"name": "extend_left_factor",
"type": "FLOAT",
"widget": {
"name": "extend_left_factor"
},
"link": null
},
{
"localized_name": "extend_right_factor",
"name": "extend_right_factor",
"type": "FLOAT",
"widget": {
"name": "extend_right_factor"
},
"link": null
},
{
"localized_name": "context_from_mask_extend_factor",
"name": "context_from_mask_extend_factor",
"type": "FLOAT",
"widget": {
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