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{
"last_node_id": 15,
"last_link_id": 17,
"nodes": [
{
"id": 1,
"type": "CheckpointLoaderSimple",
"pos": [50, 50],
"size": {"0": 315, "1": 98},
"flags": {},
"order": 0,
"mode": 0,
"outputs": [
{"name": "MODEL", "type": "MODEL", "links": [], "slot_index": 0},
{"name": "CLIP", "type": "CLIP", "links": [1], "slot_index": 1},
{"name": "VAE", "type": "VAE", "links": [2, 3], "slot_index": 2}
],
"properties": {"Node name for S&R": "CheckpointLoaderSimple"},
"widgets_values": ["sd_xl_base_1.0.safetensors"]
},
{
"id": 2,
"type": "VAENetworkBending",
"pos": [400, 200],
"size": {"0": 315, "1": 166},
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{"name": "vae", "type": "VAE", "link": 2}
],
"outputs": [
{"name": "vae", "type": "VAE", "links": [4], "slot_index": 0}
],
"properties": {"Node name for S&R": "VAENetworkBending"},
"widgets_values": ["add_noise", 0.1, "decoder", true, -1]
},
{
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"type": "CLIPTextEncode",
"pos": [400, 50],
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"flags": {},
"order": 1,
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"inputs": [
{"name": "clip", "type": "CLIP", "link": 1}
],
"outputs": [
{"name": "CONDITIONING", "type": "CONDITIONING", "links": [5], "slot_index": 0}
],
"properties": {"Node name for S&R": "CLIPTextEncode"},
"widgets_values": ["a beautiful landscape with mountains and lakes"]
},
{
"id": 4,
"type": "LoadImage",
"pos": [50, 250],
"size": {"0": 315, "1": 314},
"flags": {},
"order": 2,
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"outputs": [
{"name": "IMAGE", "type": "IMAGE", "links": [6], "slot_index": 0},
{"name": "MASK", "type": "MASK", "links": null}
],
"properties": {"Node name for S&R": "LoadImage"},
"widgets_values": ["example.png", "image"]
},
{
"id": 5,
"type": "VAEEncode",
"pos": [750, 250],
"size": {"0": 210, "1": 46},
"flags": {},
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"mode": 0,
"inputs": [
{"name": "pixels", "type": "IMAGE", "link": 6},
{"name": "vae", "type": "VAE", "link": 4}
],
"outputs": [
{"name": "LATENT", "type": "LATENT", "links": [7, 8], "slot_index": 0}
],
"properties": {"Node name for S&R": "VAEEncode"}
},
{
"id": 6,
"type": "VAELatentBending",
"pos": [1000, 250],
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"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{"name": "samples", "type": "LATENT", "link": 7}
],
"outputs": [
{"name": "samples", "type": "LATENT", "links": [9], "slot_index": 0}
],
"properties": {"Node name for S&R": "VAELatentBending"},
"widgets_values": ["frequency_filter", 0.3, false, "0,1,2,3"]
},
{
"id": 7,
"type": "VAEChannelManipulator",
"pos": [1350, 250],
"size": {"0": 315, "1": 118},
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{"name": "samples", "type": "LATENT", "link": 9},
{"name": "reference_latent", "type": "LATENT", "link": 8}
],
"outputs": [
{"name": "samples", "type": "LATENT", "links": [10], "slot_index": 0}
],
"properties": {"Node name for S&R": "VAEChannelManipulator"},
"widgets_values": ["channel_attention", 0.5, true]
},
{
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"type": "VAEDecode",
"pos": [1700, 250],
"size": {"0": 210, "1": 46},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{"name": "samples", "type": "LATENT", "link": 10},
{"name": "vae", "type": "VAE", "link": 3}
],
"outputs": [
{"name": "IMAGE", "type": "IMAGE", "links": [11], "slot_index": 0}
],
"properties": {"Node name for S&R": "VAEDecode"}
},
{
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"type": "SaveImage",
"pos": [1950, 250],
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"flags": {},
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"inputs": [
{"name": "images", "type": "IMAGE", "link": 11}
],
"properties": {"Node name for S&R": "SaveImage"},
"widgets_values": ["ComfyUI"]
},
{
"id": 10,
"type": "Note",
"pos": [50, 600],
"size": {"0": 400, "1": 200},
"flags": {},
"order": 4,
"mode": 0,
"properties": {"text": ""},
"widgets_values": ["VAE Network Bending Example\n\nThis workflow demonstrates:\n1. VAENetworkBending - Adds noise to decoder\n2. VAELatentBending - Applies frequency filtering\n3. VAEChannelManipulator - Applies channel attention\n\nTry different operations and intensities to see how they affect the output!"],
"color": "#432",
"bgcolor": "#653"
}
],
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[9, 6, 0, 7, 0, "LATENT"],
[10, 7, 0, 8, 0, "LATENT"],
[11, 8, 0, 9, 0, "IMAGE"]
],
"groups": [],
"config": {},
"extra": {},
"version": 0.4
}