WIP: prepare for merge with upstream main, keep VAE/Latent nodes, keep upstream README and audio nodes
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{
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"last_node_id": 15,
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"last_link_id": 17,
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"nodes": [
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{
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"id": 1,
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"type": "CheckpointLoaderSimple",
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"pos": [50, 50],
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"size": {"0": 315, "1": 98},
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"flags": {},
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"order": 0,
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"mode": 0,
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"outputs": [
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{"name": "MODEL", "type": "MODEL", "links": [], "slot_index": 0},
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{"name": "CLIP", "type": "CLIP", "links": [1], "slot_index": 1},
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{"name": "VAE", "type": "VAE", "links": [2, 3], "slot_index": 2}
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],
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"properties": {"Node name for S&R": "CheckpointLoaderSimple"},
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"widgets_values": ["sd_xl_base_1.0.safetensors"]
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},
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{
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"id": 2,
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"type": "VAENetworkBending",
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"pos": [400, 200],
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"size": {"0": 315, "1": 166},
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"flags": {},
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"order": 3,
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"mode": 0,
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"inputs": [
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{"name": "vae", "type": "VAE", "link": 2}
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],
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"outputs": [
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{"name": "vae", "type": "VAE", "links": [4], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "VAENetworkBending"},
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"widgets_values": ["add_noise", 0.1, "decoder", true, -1]
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},
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{
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"id": 3,
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"type": "CLIPTextEncode",
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"pos": [400, 50],
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"size": {"0": 400, "1": 140},
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"flags": {},
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"order": 1,
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"mode": 0,
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"inputs": [
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{"name": "clip", "type": "CLIP", "link": 1}
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],
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"outputs": [
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{"name": "CONDITIONING", "type": "CONDITIONING", "links": [5], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "CLIPTextEncode"},
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"widgets_values": ["a beautiful landscape with mountains and lakes"]
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},
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{
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"id": 4,
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"type": "LoadImage",
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"pos": [50, 250],
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"size": {"0": 315, "1": 314},
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"flags": {},
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"order": 2,
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"mode": 0,
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"outputs": [
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{"name": "IMAGE", "type": "IMAGE", "links": [6], "slot_index": 0},
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{"name": "MASK", "type": "MASK", "links": null}
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],
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"properties": {"Node name for S&R": "LoadImage"},
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"widgets_values": ["example.png", "image"]
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},
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{
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"id": 5,
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"type": "VAEEncode",
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"pos": [750, 250],
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"size": {"0": 210, "1": 46},
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"flags": {},
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"order": 5,
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"mode": 0,
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"inputs": [
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{"name": "pixels", "type": "IMAGE", "link": 6},
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{"name": "vae", "type": "VAE", "link": 4}
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],
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"outputs": [
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{"name": "LATENT", "type": "LATENT", "links": [7, 8], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "VAEEncode"}
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},
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{
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"id": 6,
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"type": "VAELatentBending",
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"pos": [1000, 250],
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"size": {"0": 315, "1": 142},
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"flags": {},
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"order": 6,
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"mode": 0,
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"inputs": [
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{"name": "samples", "type": "LATENT", "link": 7}
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],
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"outputs": [
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{"name": "samples", "type": "LATENT", "links": [9], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "VAELatentBending"},
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"widgets_values": ["frequency_filter", 0.3, false, "0,1,2,3"]
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},
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{
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"id": 7,
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"type": "VAEChannelManipulator",
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"pos": [1350, 250],
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"size": {"0": 315, "1": 118},
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"flags": {},
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"order": 7,
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"mode": 0,
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"inputs": [
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{"name": "samples", "type": "LATENT", "link": 9},
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{"name": "reference_latent", "type": "LATENT", "link": 8}
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],
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"outputs": [
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{"name": "samples", "type": "LATENT", "links": [10], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "VAEChannelManipulator"},
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"widgets_values": ["channel_attention", 0.5, true]
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},
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{
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"id": 8,
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"type": "VAEDecode",
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"pos": [1700, 250],
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"size": {"0": 210, "1": 46},
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"flags": {},
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"order": 8,
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"mode": 0,
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"inputs": [
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{"name": "samples", "type": "LATENT", "link": 10},
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{"name": "vae", "type": "VAE", "link": 3}
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],
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"outputs": [
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{"name": "IMAGE", "type": "IMAGE", "links": [11], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "VAEDecode"}
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},
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{
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"id": 9,
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"type": "SaveImage",
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"pos": [1950, 250],
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"size": {"0": 315, "1": 270},
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"flags": {},
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"order": 9,
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"mode": 0,
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"inputs": [
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{"name": "images", "type": "IMAGE", "link": 11}
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],
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"properties": {"Node name for S&R": "SaveImage"},
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"widgets_values": ["ComfyUI"]
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},
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{
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"id": 10,
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"type": "Note",
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"pos": [50, 600],
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"size": {"0": 400, "1": 200},
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"flags": {},
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"order": 4,
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"mode": 0,
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"properties": {"text": ""},
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"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!"],
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"color": "#432",
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"bgcolor": "#653"
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}
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],
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"links": [
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[1, 1, 1, 3, 0, "CLIP"],
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[2, 1, 2, 2, 0, "VAE"],
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[3, 1, 2, 8, 1, "VAE"],
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[4, 2, 0, 5, 1, "VAE"],
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[5, 3, 0, null, null, "CONDITIONING"],
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[6, 4, 0, 5, 0, "IMAGE"],
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[7, 5, 0, 6, 0, "LATENT"],
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[8, 5, 0, 7, 1, "LATENT"],
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[9, 6, 0, 7, 0, "LATENT"],
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[10, 7, 0, 8, 0, "LATENT"],
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[11, 8, 0, 9, 0, "IMAGE"]
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],
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"groups": [],
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"config": {},
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"extra": {},
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"version": 0.4
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}
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