Sebastian Krüger
d6dfdd72e2
- 40 workflow templates (text-to-image, image-to-video, image-to-image, text-to-music, upscaling, advanced, nsfw) - Color-coded placeholder preview images using Pillow - Template-only extension (no custom nodes) - Preview generation script for future workflow additions 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
417 lines
9.9 KiB
JSON
417 lines
9.9 KiB
JSON
{
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"last_node_id": 7,
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"last_link_id": 10,
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"nodes": [
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{
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"id": 1,
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"type": "LoadImage",
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"pos": [50, 100],
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"size": [315, 314],
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"widgets_values": ["input_frame.png", "image"],
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"title": "API Input Image",
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"flags": {},
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"order": 0,
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"mode": 0,
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"properties": {
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"Node name for S&R": "LoadImage"
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},
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"outputs": [
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{
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"name": "IMAGE",
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"type": "IMAGE",
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"links": [1],
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"slot_index": 0
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},
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{
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"name": "MASK",
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"type": "MASK",
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"links": null
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}
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]
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},
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{
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"id": 2,
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"type": "ImageOnlyCheckpointLoader",
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"pos": [50, 500],
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"size": [350, 100],
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"widgets_values": ["svd_xt.safetensors"],
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"title": "SVD-XT Model Loader",
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"flags": {},
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"order": 1,
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"mode": 0,
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"properties": {
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"Node name for S&R": "ImageOnlyCheckpointLoader"
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},
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"outputs": [
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{
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"name": "MODEL",
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"type": "MODEL",
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"links": [2],
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"slot_index": 0
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},
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{
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"name": "CLIP_VISION",
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"type": "CLIP_VISION",
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"links": [3],
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"slot_index": 1
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},
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{
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"name": "VAE",
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"type": "VAE",
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"links": [4, 5],
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"slot_index": 2
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}
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]
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},
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{
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"id": 3,
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"type": "VideoLinearCFGGuidance",
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"pos": [450, 500],
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"size": [315, 100],
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"widgets_values": [1.0],
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"title": "Linear CFG Guidance",
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"flags": {},
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"order": 2,
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"mode": 0,
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"properties": {
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"Node name for S&R": "VideoLinearCFGGuidance"
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},
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"inputs": [
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{
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"name": "model",
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"type": "MODEL",
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"link": 2
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}
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],
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"outputs": [
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{
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"name": "MODEL",
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"type": "MODEL",
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"links": [6],
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"slot_index": 0
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}
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]
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},
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{
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"id": 4,
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"type": "SVD_img2vid_Conditioning",
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"pos": [450, 100],
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"size": [315, 350],
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"widgets_values": [1024, 576, 14, 127, 6, 0.0],
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"title": "SVD Image-to-Video Conditioning",
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"flags": {},
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"order": 3,
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"mode": 0,
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"properties": {
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"Node name for S&R": "SVD_img2vid_Conditioning"
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},
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"inputs": [
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{
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"name": "clip_vision",
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"type": "CLIP_VISION",
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"link": 3
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},
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{
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"name": "init_image",
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"type": "IMAGE",
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"link": 1
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},
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{
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"name": "vae",
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"type": "VAE",
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"link": 4
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}
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],
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"outputs": [
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{
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"name": "positive",
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"type": "CONDITIONING",
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"links": [7],
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"slot_index": 0
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},
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{
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"name": "negative",
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"type": "CONDITIONING",
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"links": [8],
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"slot_index": 1
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},
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{
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"name": "latent",
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"type": "LATENT",
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"links": [9],
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"slot_index": 2
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}
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]
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},
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{
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"id": 5,
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"type": "KSampler",
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"pos": [800, 100],
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"size": [315, 474],
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"widgets_values": [42, "fixed", 25, 6.0, "euler", "karras", 1.0],
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"title": "KSampler (25 steps)",
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"flags": {},
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"order": 4,
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"mode": 0,
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"properties": {
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"Node name for S&R": "KSampler"
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},
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"inputs": [
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{
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"name": "model",
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"type": "MODEL",
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"link": 6
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},
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{
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"name": "positive",
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"type": "CONDITIONING",
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"link": 7
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},
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{
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"name": "negative",
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"type": "CONDITIONING",
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"link": 8
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},
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{
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"name": "latent_image",
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"type": "LATENT",
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"link": 9
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}
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],
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"outputs": [
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{
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"name": "LATENT",
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"type": "LATENT",
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"links": [10],
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"slot_index": 0
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}
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]
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},
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{
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"id": 6,
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"type": "VAEDecode",
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"pos": [1150, 100],
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"size": [210, 46],
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"widgets_values": [],
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"title": "VAE Decode Video Frames",
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"flags": {},
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"order": 5,
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"mode": 0,
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"properties": {
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"Node name for S&R": "VAEDecode"
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},
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"inputs": [
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{
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"name": "samples",
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"type": "LATENT",
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"link": 10
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},
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{
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"name": "vae",
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"type": "VAE",
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"link": 5
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}
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],
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"outputs": [
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{
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"name": "IMAGE",
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"type": "IMAGE",
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"links": [11],
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"slot_index": 0
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}
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]
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},
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{
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"id": 7,
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"type": "VHS_VideoCombine",
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"pos": [1400, 100],
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"size": [315, 200],
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"widgets_values": [6, 0, "svd_output", "video/h264-mp4", false, true],
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"title": "Combine Video Frames",
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"flags": {},
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"order": 6,
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"mode": 0,
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"properties": {
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"Node name for S&R": "VHS_VideoCombine"
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},
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"inputs": [
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{
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"name": "images",
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"type": "IMAGE",
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"link": 11
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}
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],
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"outputs": [
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{
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"name": "Filenames",
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"type": "VHS_FILENAMES",
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"links": null
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}
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]
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}
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],
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"links": [
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[1, 1, 0, 4, 1, "IMAGE"],
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[2, 2, 0, 3, 0, "MODEL"],
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[3, 2, 1, 4, 0, "CLIP_VISION"],
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[4, 2, 2, 4, 2, "VAE"],
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[5, 2, 2, 6, 1, "VAE"],
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[6, 3, 0, 5, 0, "MODEL"],
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[7, 4, 0, 5, 1, "CONDITIONING"],
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[8, 4, 1, 5, 2, "CONDITIONING"],
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[9, 4, 2, 5, 3, "LATENT"],
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[10, 5, 0, 6, 0, "LATENT"],
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[11, 6, 0, 7, 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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"workflow_info": {
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"name": "Stable Video Diffusion Image-to-Video Production",
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"version": "1.2.0",
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"description": "Quick animation using SVD-XT. Generate 14-frame video from single image with motion and camera movement.",
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"category": "image-to-video",
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"tags": ["svd", "svd-xt", "stable-video-diffusion", "i2v", "animation", "production"],
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"requirements": {
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"models": ["SVD-XT"],
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"custom_nodes": ["ComfyUI-VideoHelperSuite"],
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"vram_min": "16GB",
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"vram_recommended": "20GB"
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},
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"parameters": {
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"input_image": {
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"node_id": 1,
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"widget_index": 0,
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"type": "image",
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"required": true,
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"description": "Starting frame for video generation (1024x576 recommended)"
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},
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"width": {
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"node_id": 4,
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"widget_index": 0,
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"type": "integer",
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"required": false,
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"default": 1024,
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"min": 16,
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"max": 16384,
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"description": "Output video width"
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},
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"height": {
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"node_id": 4,
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"widget_index": 1,
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"type": "integer",
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"required": false,
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"default": 576,
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"min": 16,
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"max": 16384,
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"description": "Output video height"
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},
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"video_frames": {
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"node_id": 4,
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"widget_index": 2,
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"type": "integer",
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"required": false,
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"default": 14,
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"min": 1,
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"max": 4096,
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"description": "Number of frames to generate (14 or 25 for SVD/SVD-XT)"
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},
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"motion_bucket_id": {
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"node_id": 4,
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"widget_index": 3,
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"type": "integer",
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"required": false,
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"default": 127,
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"min": 1,
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"max": 1023,
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"description": "Motion amount (higher = more motion)"
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},
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"fps": {
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"node_id": 4,
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"widget_index": 4,
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"type": "integer",
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"required": false,
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"default": 6,
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"min": 1,
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"max": 1024,
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"description": "Frames per second for conditioning"
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},
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"augmentation_level": {
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"node_id": 4,
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"widget_index": 5,
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"type": "float",
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"required": false,
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"default": 0.0,
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"min": 0.0,
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"max": 10.0,
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"description": "Noise augmentation level"
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},
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"steps": {
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"node_id": 5,
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"widget_index": 2,
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"type": "integer",
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"required": false,
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"default": 25,
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"min": 1,
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"max": 150,
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"description": "Sampling steps (25 recommended)"
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},
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"cfg": {
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"node_id": 5,
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"widget_index": 3,
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"type": "float",
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"required": false,
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"default": 6.0,
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"min": 0.0,
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"max": 30.0,
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"description": "Classifier-free guidance scale"
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},
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"seed": {
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"node_id": 5,
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"widget_index": 0,
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"type": "integer",
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"required": false,
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"default": 42,
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"description": "Random seed for reproducibility"
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},
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"output_fps": {
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"node_id": 7,
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"widget_index": 0,
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"type": "integer",
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"required": false,
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"default": 6,
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"description": "Output video framerate"
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}
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},
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"outputs": {
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"video": {
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"node_id": 7,
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"type": "video",
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"format": "MP4 (H.264)",
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"resolution": "1024x576 (configurable)",
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"duration": "~2.3 seconds @ 6fps (14 frames)"
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}
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},
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"performance": {
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"avg_generation_time": "25-35 seconds",
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"vram_usage": "~16-18GB",
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"gpu_utilization": "95-100%"
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},
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"use_cases": [
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"Animate static images with natural motion",
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"Create short video loops from single frames",
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"Add subtle camera movements to still images",
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"Generate product animation previews"
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],
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"notes": [
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"SVD-XT extends frame count from 14 to 25 frames",
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"Model auto-downloads on first use (~9GB)",
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"Recommended resolution: 1024x576 (16:9)",
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"Higher motion_bucket_id = more movement",
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"Linear CFG guidance improves temporal consistency"
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]
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}
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},
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"version": 0.4
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}
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