什么是 List (列表)？
List（列表）是一种将多个数据作为“一个整体”来处理的机制。 相对于 Queue 是“将同一个 工作流 执行多次”，List 则是 在一次执行中，按顺序处理多个输入 的感觉。
- Queue
- 将同一个 工作流，从外部多次循环
- List
- 在内部按顺序处理多个输入
将其理解为“是多次按下 Run，还是按一次 Run 注入多个输入”的区别，会比较容易懂。
必要的自定义节点
仅靠 ComfyUI 的标准节点无法创建 List，因此需要引入自定义节点。
创建 List
Make List (Any) 节点
用于手动组装 List 的节点。 将任意类型（图像 / 文本 / 数值等）汇总成 1 个 List。
{
"id": "df61f910-9862-4ca4-9f9b-bdd1a3654446",
"revision": 0,
"last_node_id": 14,
"last_link_id": 20,
"nodes": [
{
"id": 2,
"type": "LoadImage",
"pos": [
-82.41541907172392,
258.46508350474323
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
17
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"a6e07600049875412da66a0ac4ca5351.png",
"image"
]
},
{
"id": 4,
"type": "LoadImage",
"pos": [
155.15674618041572,
349.66829658024227
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
3,
9,
18
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"b369caad1dbcdb433e3d6e7981480573.png",
"image"
]
},
{
"id": 5,
"type": "LoadImage",
"pos": [
392.7289114325554,
440.8715096557413
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
19
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"46ade239632308009a1c4c53ce041343.png",
"image"
]
},
{
"id": 14,
"type": "PreviewImage",
"pos": [
846.3253178431996,
261.687153222155
],
"size": [
289.28923024007986,
328.6997894135694
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 20
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 11,
"type": "ImpactMakeAnyList",
"pos": [
639.0504964896542,
261.687153222155
],
"size": [
171.14667393498075,
86
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "value1",
"shape": 7,
"type": "IMAGE",
"link": 17
},
{
"name": "value2",
"type": "IMAGE",
"link": 18
},
{
"name": "value3",
"type": "IMAGE",
"link": 19
},
{
"name": "value4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"label": "IMAGE",
"name": "IMAGE",
"shape": 6,
"type": "IMAGE",
"links": [
20
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeAnyList"
},
"widgets_values": [],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
3,
4,
0,
1,
0,
"IMAGE"
],
[
9,
4,
0,
8,
0,
"IMAGE"
],
[
17,
2,
0,
11,
0,
"*"
],
[
18,
4,
0,
11,
1,
"IMAGE"
],
[
19,
5,
0,
11,
2,
"IMAGE"
],
[
20,
11,
0,
14,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.9310785498489531,
"offset": [
277.22201240389944,
-3.159108091675634
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
- 连接节点后插槽会增加，可以添加任意数量。
- 一旦连接，就会被“固定为该数据类型”。
- 如果要切换到其他数据类型，请通过 Fix node (recreate) 重置，或放置新的节点。
Load Image List From Dir (Inspire) 节点
批量读取文件夹内的图像，创建 IMAGE 的 List。
{
"id": "07465823-cf3e-4ed5-9338-756f89a8c8d0",
"revision": 0,
"last_node_id": 2,
"last_link_id": 1,
"nodes": [
{
"id": 2,
"type": "PreviewImage",
"pos": [
615.7174981704006,
317.7762338051898
],
"size": [
358.7379292503758,
384.04497364276756
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 1
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 1,
"type": "LoadImageListFromDir //Inspire",
"pos": [
293.08432757798823,
317.7762338051898
],
"size": [
279.70738628801064,
194
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"shape": 6,
"type": "IMAGE",
"links": [
1
]
},
{
"name": "MASK",
"shape": 6,
"type": "MASK",
"links": null
},
{
"name": "FILE PATH",
"shape": 6,
"type": "STRING",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-inspire-pack",
"ver": "1.23.0",
"Node name for S&R": "LoadImageListFromDir //Inspire"
},
"widgets_values": [
"E:\\working\\Vivi",
0,
0,
true,
"None"
],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
1,
1,
0,
2,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1.024186404833849,
"offset": [
-193.08432757798823,
-217.7762338051898
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
directory: 输入要读取的文件夹路径load_always：当文件夹内容发生变化时，是否每次重读- 如果在 disabled 状态下使用，ComfyUI 会认为“只要路径与上次相同，内容就是一样的”，即使文件夹内有变更（添加、删除图像等）也不会重读。
- 如果想要替换图像并重新执行，请将
load_always设置为enabled。
Split String
将 1 个长 STRING，按分隔符分割并转换为 List。
{
"id": "af16b824-91c9-4ba6-a0e6-40095ed11517",
"revision": 0,
"last_node_id": 4,
"last_link_id": 2,
"nodes": [
{
"id": 1,
"type": "ShowText|pysssss",
"pos": [
1031.5563035846048,
734.7163301987326
],
"size": [
210,
226
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "text",
"type": "STRING",
"link": 1
}
],
"outputs": [
{
"name": "STRING",
"shape": 6,
"type": "STRING",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-custom-scripts",
"ver": "f2838ed5e59de4d73cde5c98354b87a8d3200190",
"Node name for S&R": "ShowText|pysssss"
},
"widgets_values": [
"pen",
"pineapple",
"apple",
"pen"
]
},
{
"id": 3,
"type": "ShowText|pysssss",
"pos": [
1031.5563035846048,
415.7876690701402
],
"size": [
210,
226
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "text",
"type": "STRING",
"link": 2
}
],
"outputs": [
{
"name": "STRING",
"shape": 6,
"type": "STRING",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-custom-scripts",
"ver": "f2838ed5e59de4d73cde5c98354b87a8d3200190",
"Node name for S&R": "ShowText|pysssss"
},
"widgets_values": [
"pen",
"pineapple",
"apple",
"pen"
]
},
{
"id": 2,
"type": "GODMT_SplitString",
"pos": [
631.1430519298154,
734.7163301987326
],
"size": [
350.85065431172916,
227.87574830081013
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "STRING",
"shape": 6,
"type": "STRING",
"links": [
1
]
},
{
"name": "LIST",
"type": "LIST",
"links": null
},
{
"name": "length",
"type": "INT",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-list-utils",
"ver": "1.5.0",
"Node name for S&R": "GODMT_SplitString"
},
"widgets_values": [
"pen\npineapple\napple\npen",
",",
true,
false
],
"color": "#232",
"bgcolor": "#353"
},
{
"id": 4,
"type": "GODMT_SplitString",
"pos": [
631.1430519298154,
415.7876690701402
],
"size": [
350.85065431172916,
227.87574830081013
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "STRING",
"shape": 6,
"type": "STRING",
"links": [
2
]
},
{
"name": "LIST",
"type": "LIST",
"links": null
},
{
"name": "length",
"type": "INT",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-list-utils",
"ver": "1.5.0",
"Node name for S&R": "GODMT_SplitString"
},
"widgets_values": [
"pen ✒️ pineapple ✒️ apple ✒️ pen",
"✒️",
false,
true
],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
1,
2,
0,
1,
0,
"STRING"
],
[
2,
4,
0,
3,
0,
"STRING"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1.1266050453172343,
"offset": [
-531.1430519298154,
-315.7876690701402
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
delimiter：分隔符（因为,在提示词中经常使用，所以最好避免使用）splitlines：按换行符分割strip: 删除前后的空白
从 List 中取出
Select Nth Item (Any list) 节点
从 List 中只取出指定位置的用于 1 件。
{
"id": "df61f910-9862-4ca4-9f9b-bdd1a3654446",
"revision": 0,
"last_node_id": 15,
"last_link_id": 22,
"nodes": [
{
"id": 2,
"type": "LoadImage",
"pos": [
-82.41541907172392,
258.46508350474323
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
17
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"a6e07600049875412da66a0ac4ca5351.png",
"image"
]
},
{
"id": 4,
"type": "LoadImage",
"pos": [
155.15674618041572,
349.66829658024227
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
3,
9,
18
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"b369caad1dbcdb433e3d6e7981480573.png",
"image"
]
},
{
"id": 5,
"type": "LoadImage",
"pos": [
392.7289114325554,
440.8715096557413
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
19
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"46ade239632308009a1c4c53ce041343.png",
"image"
]
},
{
"id": 11,
"type": "ImpactMakeAnyList",
"pos": [
639.0504964896542,
261.687153222155
],
"size": [
171.14667393498075,
86
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "value1",
"shape": 7,
"type": "*",
"link": 17
},
{
"name": "value2",
"type": "*",
"link": 18
},
{
"name": "value3",
"type": "*",
"link": 19
},
{
"name": "value4",
"type": "*",
"link": null
}
],
"outputs": [
{
"label": "*",
"name": "*",
"shape": 6,
"type": "*",
"links": [
21
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeAnyList"
},
"widgets_values": []
},
{
"id": 14,
"type": "PreviewImage",
"pos": [
1083.0276130338884,
261.687153222155
],
"size": [
285.69125238897004,
326.22953596355376
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 22
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 15,
"type": "ImpactSelectNthItemOfAnyList",
"pos": [
834.6312406748693,
261.687153222155
],
"size": [
223.96230210878457,
58
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "any_list",
"type": "IMAGE",
"link": 21
}
],
"outputs": [
{
"label": "IMAGE",
"name": "*",
"type": "IMAGE",
"links": [
22
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactSelectNthItemOfAnyList"
},
"widgets_values": [
1
],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
3,
4,
0,
1,
0,
"IMAGE"
],
[
9,
4,
0,
8,
0,
"IMAGE"
],
[
17,
2,
0,
11,
0,
"*"
],
[
18,
4,
0,
11,
1,
"IMAGE"
],
[
19,
5,
0,
11,
2,
"IMAGE"
],
[
21,
11,
0,
15,
0,
"*"
],
[
22,
15,
0,
14,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.7694864048338454,
"offset": [
182.41541907172393,
-158.46508350474323
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
index：想要取出的位置（0, 1, 2…）
存在多个 List 时的举动
{
"id": "8b9f7796-0873-4025-be3c-0f997f67f866",
"revision": 0,
"last_node_id": 18,
"last_link_id": 19,
"nodes": [
{
"id": 8,
"type": "VAEDecode",
"pos": [
1209,
188
],
"size": [
210,
46
],
"flags": {},
"order": 12,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 7
},
{
"name": "vae",
"type": "VAE",
"link": 8
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"slot_index": 0,
"links": [
9
]
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.33",
"Node name for S&R": "VAEDecode"
},
"widgets_values": []
},
{
"id": 11,
"type": "LoadImage",
"pos": [
-230.63108516464496,
538.579562482285
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
13
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"A.png",
"image"
],
"color": "#232",
"bgcolor": "#353"
},
{
"id": 12,
"type": "ImpactMakeAnyList",
"pos": [
506.077758208855,
538.579562482285
],
"size": [
140,
86
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "value1",
"shape": 7,
"type": "IMAGE",
"link": 13
},
{
"name": "value2",
"type": "IMAGE",
"link": 14
},
{
"name": "value3",
"type": "IMAGE",
"link": 15
},
{
"name": "value4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"label": "IMAGE",
"name": "IMAGE",
"shape": 6,
"type": "IMAGE",
"links": [
16
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeAnyList"
},
"color": "#232",
"bgcolor": "#353"
},
{
"id": 14,
"type": "LoadImage",
"pos": [
242.6198576484819,
730.1944157431409
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
15
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"C.png",
"image"
],
"color": "#232",
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},
{
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],
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{
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"type": "IMAGE",
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]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
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},
"widgets_values": [
"B.png",
"image"
],
"color": "#232",
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},
{
"id": 10,
"type": "VAEEncode",
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],
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],
"flags": {},
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"mode": 0,
"inputs": [
{
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},
{
"name": "vae",
"type": "VAE",
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}
],
"outputs": [
{
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"type": "LATENT",
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]
}
],
"properties": {
"cnr_id": "comfy-core",
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}
},
{
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"type": "CLIPTextEncode",
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],
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],
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{
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}
],
"properties": {
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},
"widgets_values": [
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]
},
{
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],
"size": [
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},
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}
],
"outputs": [
{
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]
}
],
"properties": {
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},
{
"id": 4,
"type": "CheckpointLoaderSimple",
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},
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},
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}
],
"properties": {
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},
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},
{
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],
"properties": {
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"ver": "0.3.73",
"Node name for S&R": "PrimitiveStringMultiline"
},
"widgets_values": [
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},
{
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"type": "PrimitiveStringMultiline",
"pos": [
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],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PrimitiveStringMultiline"
},
"widgets_values": [
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],
"color": "#232",
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},
{
"id": 9,
"type": "SaveImage",
"pos": [
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],
"size": [
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"flags": {},
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"mode": 0,
"inputs": [
{
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}
],
"outputs": [],
"properties": {
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"ver": "0.3.33"
},
"widgets_values": [
"ComfyUI"
]
},
{
"id": 3,
"type": "KSampler",
"pos": [
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],
"size": [
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],
"flags": {},
"order": 11,
"mode": 0,
"inputs": [
{
"name": "model",
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},
{
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},
{
"name": "negative",
"type": "CONDITIONING",
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},
{
"name": "latent_image",
"type": "LATENT",
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}
],
"outputs": [
{
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"type": "LATENT",
"slot_index": 0,
"links": [
7
]
}
],
"properties": {
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"widgets_values": [
1234,
"fixed",
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]
},
{
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"type": "ImpactMakeAnyList",
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],
"flags": {},
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"mode": 0,
"inputs": [
{
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"type": "STRING",
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},
{
"name": "value2",
"type": "STRING",
"link": 19
},
{
"name": "value3",
"type": "STRING",
"link": null
}
],
"outputs": [
{
"label": "STRING",
"name": "STRING",
"shape": 6,
"type": "STRING",
"links": [
17
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeAnyList"
},
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}
],
"links": [
[
1,
4,
0,
3,
0,
"MODEL"
],
[
3,
4,
1,
6,
0,
"CLIP"
],
[
4,
6,
0,
3,
1,
"CONDITIONING"
],
[
5,
4,
1,
7,
0,
"CLIP"
],
[
6,
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0,
3,
2,
"CONDITIONING"
],
[
7,
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],
[
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"VAE"
],
[
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],
[
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[
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[
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[
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[
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[
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"IMAGE"
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[
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[
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0,
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[
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],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.6995330953034927,
"offset": [
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]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
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}
例如在 image2image 中考虑以下情况：
- 图像 List：3 张
- 提示词 List：2 个
这时，你可能会觉得“3 × 2 = 6 张”，但实际的动作是采取 “齐头并进” 的形式。
- 第 1 张图像 × 第 1 个提示词
- 第 2 张图像 × 第 2 个提示词
- 第 3 张图像 × 第 2 个提示词（将被复用）
也就是说只会生成 3 张图像。