ComfyUI
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Published
20 hours ago •
comfyanonymous
comfyanonymous
[question]How to simulate the sampling process in comfyui
I used 20 samplers and set the denoising from 1-0.3 and ran each sampler for only one step, but it didn't work well，Using 20 advanced samplers and setting the number of steps separately, the results are similar, can anyone help me?
On all samplers except the first disable "add noise", on all samplers except the last one set "return with leftover noise".
On all samplers except the first disable "add noise", on all samplers except the last one set "return with leftover noise".
Thanks, I will try it
Here, copy paste this on the UI:
{
"last_node_id": 20,
"last_link_id": 34,
"nodes": [
{
"id": 8,
"type": "VAEDecode",
"pos": [
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],
"size": {
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"1": 46
},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 7
},
{
"name": "vae",
"type": "VAE",
"link": 8
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
9
],
"slot_index": 0
}
],
"properties": {
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}
},
{
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"type": "KSampler",
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},
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
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"type": "MODEL",
"link": 1
},
{
"name": "positive",
"type": "CONDITIONING",
"link": 4
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 6
},
{
"name": "latent_image",
"type": "LATENT",
"link": 2
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
7
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "KSampler"
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"widgets_values": [
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},
{
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"type": "CLIPTextEncode",
"pos": [
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"size": {
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"1": 164.31304931640625
},
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 3
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
4,
24
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
]
},
{
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"type": "CLIPTextEncode",
"pos": [
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"outputs": [
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],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"text, watermark"
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{
"id": 5,
"type": "EmptyLatentImage",
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"mode": 0,
"outputs": [
{
"name": "LATENT",
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"slot_index": 0
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],
"properties": {
"Node name for S&R": "EmptyLatentImage"
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"widgets_values": [
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{
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"type": "Reroute",
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{
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"type": "CONDITIONING",
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28
],
"slot_index": 0
}
],
"properties": {
"showOutputText": false,
"horizontal": false
}
},
{
"id": 15,
"type": "Reroute",
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"size": [
75,
26
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"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "",
"type": "*",
"link": 25,
"slot_index": 0
}
],
"outputs": [
{
"name": "",
"type": "CONDITIONING",
"links": [
22,
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29
]
}
],
"properties": {
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"horizontal": false
}
},
{
"id": 11,
"type": "KSamplerAdvanced",
"pos": [
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],
"size": {
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"1": 334
},
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
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"type": "MODEL",
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{
"name": "positive",
"type": "CONDITIONING",
"link": 20,
"slot_index": 1
},
{
"name": "negative",
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"link": 23,
"slot_index": 2
},
{
"name": "latent_image",
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}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
10
],
"shape": 3,
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}
],
"properties": {
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"widgets_values": [
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{
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"inputs": [
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"slot_index": 0
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],
"outputs": [
{
"name": "",
"type": "MODEL",
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27
],
"slot_index": 0
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],
"properties": {
"showOutputText": false,
"horizontal": false
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},
{
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"type": "KSamplerAdvanced",
"pos": [
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],
"size": {
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"1": 334
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"flags": {},
"order": 12,
"mode": 0,
"inputs": [
{
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{
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{
"name": "negative",
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"link": 29,
"slot_index": 2
},
{
"name": "latent_image",
"type": "LATENT",
"link": 31
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
32
],
"shape": 3,
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}
],
"properties": {
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},
"widgets_values": [
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"fixed",
20,
8,
"euler",
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"disable"
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},
{
"id": 4,
"type": "CheckpointLoaderSimple",
"pos": [
26,
474
],
"size": {
"0": 315,
"1": 98
},
"flags": {},
"order": 1,
"mode": 0,
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
1,
19
],
"slot_index": 0
},
{
"name": "CLIP",
"type": "CLIP",
"links": [
3,
5
],
"slot_index": 1
},
{
"name": "VAE",
"type": "VAE",
"links": [
8,
33
],
"slot_index": 2
}
],
"properties": {
"Node name for S&R": "CheckpointLoaderSimple"
},
"widgets_values": [
"v1-5-pruned-emaonly.ckpt"
]
},
{
"id": 19,
"type": "VAEDecode",
"pos": [
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],
"size": {
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"1": 46
},
"flags": {},
"order": 13,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 32
},
{
"name": "vae",
"type": "VAE",
"link": 33
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
34
],
"shape": 3,
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "VAEDecode"
}
},
{
"id": 9,
"type": "SaveImage",
"pos": [
1545,
204
],
"size": [
210,
270
],
"flags": {},
"order": 10,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 9
}
],
"properties": {},
"widgets_values": [
"ComfyUI"
]
},
{
"id": 10,
"type": "KSamplerAdvanced",
"pos": [
1342,
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],
"size": {
"0": 315,
"1": 334
},
"flags": {},
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"mode": 0,
"inputs": [
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"type": "MODEL",
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"slot_index": 0
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{
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{
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"link": 22,
"slot_index": 2
},
{
"name": "latent_image",
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}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
31
],
"shape": 3,
"slot_index": 0
}
],
"properties": {
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],
"properties": {},
"widgets_values": [
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}
],
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"groups": [],
"config": {},
"extra": {},
"version": 0.4
}
Super cool！I wanted to do this because I wanted to use sd1.5 to cross-sample with sdxl, and now I can do it, thanks again!,