LTX2-Rapid-Merges / LTXV-DoAlmostEverything-v3.json
Papasza's picture
Duplicate from Phr00t/LTX2-Rapid-Merges
2dce2c5
{
"id": "6211fad4-3e9f-4c5c-8a17-a40a6126eebb",
"revision": 0,
"last_node_id": 189,
"last_link_id": 543,
"nodes": [
{
"id": 86,
"type": "ConditioningZeroOut",
"pos": [
468.93724003880976,
304.1977656746682
],
"size": [
204.134765625,
26
],
"flags": {},
"order": 32,
"mode": 0,
"inputs": [
{
"name": "conditioning",
"type": "CONDITIONING",
"link": 182
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
183
]
}
],
"properties": {
"Node name for S&R": "ConditioningZeroOut"
},
"widgets_values": []
},
{
"id": 13,
"type": "EmptyLTXVLatentVideo",
"pos": [
70.38546001645443,
320.9296935740362
],
"size": [
270,
130
],
"flags": {
"collapsed": true
},
"order": 27,
"mode": 0,
"inputs": [
{
"name": "width",
"type": "INT",
"widget": {
"name": "width"
},
"link": 113
},
{
"name": "height",
"type": "INT",
"widget": {
"name": "height"
},
"link": 114
},
{
"name": "length",
"type": "INT",
"widget": {
"name": "length"
},
"link": 123
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
237
]
}
],
"properties": {
"Node name for S&R": "EmptyLTXVLatentVideo"
},
"widgets_values": [
768,
512,
97,
1
]
},
{
"id": 6,
"type": "CLIPTextEncode",
"pos": [
57.70957238306283,
386.75429600792825
],
"size": [
422.84503173828125,
164.31304931640625
],
"flags": {
"collapsed": true
},
"order": 28,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 222
},
{
"name": "text",
"type": "STRING",
"widget": {
"name": "text"
},
"link": 160
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"slot_index": 0,
"links": [
25,
182
]
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
""
]
},
{
"id": 98,
"type": "Reroute",
"pos": [
706.2275102752171,
1239.9816184716012
],
"size": [
75,
26
],
"flags": {},
"order": 22,
"mode": 0,
"inputs": [
{
"name": "",
"type": "*",
"link": 257
}
],
"outputs": [
{
"name": "",
"type": "VAE",
"links": [
231,
305
]
}
],
"properties": {
"showOutputText": false,
"horizontal": false
}
},
{
"id": 120,
"type": "LTXVCropGuides",
"pos": [
470.88998941226936,
741.1077405498987
],
"size": [
152.7134765625,
66
],
"flags": {},
"order": 42,
"mode": 0,
"inputs": [
{
"name": "positive",
"type": "CONDITIONING",
"link": 283
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 284
},
{
"name": "latent",
"type": "LATENT",
"link": 312
}
],
"outputs": [
{
"name": "positive",
"type": "CONDITIONING",
"links": null
},
{
"name": "negative",
"type": "CONDITIONING",
"links": null
},
{
"name": "latent",
"type": "LATENT",
"links": [
339
]
}
],
"properties": {
"Node name for S&R": "LTXVCropGuides"
},
"widgets_values": []
},
{
"id": 87,
"type": "VAELoaderKJ",
"pos": [
52.01282979897152,
898.6521803548703
],
"size": [
270,
106
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "VAE",
"type": "VAE",
"links": [
184,
185
]
}
],
"properties": {
"Node name for S&R": "VAELoaderKJ"
},
"widgets_values": [
"LTX2_audio_vae_bf16.safetensors",
"main_device",
"bf16"
]
},
{
"id": 107,
"type": "VAELoaderKJ",
"pos": [
61.71063803456682,
1056.4618379666133
],
"size": [
270,
106
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "VAE",
"type": "VAE",
"links": [
257
]
}
],
"properties": {
"Node name for S&R": "VAELoaderKJ"
},
"widgets_values": [
"LTX2_video_vae_bf16.safetensors",
"main_device",
"bf16"
]
},
{
"id": 83,
"type": "PrimitiveString",
"pos": [
-450.1769459783028,
656.2021435835231
],
"size": [
270,
58
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "STRING",
"type": "STRING",
"links": [
172
]
}
],
"title": "CONFIG OutputDir",
"properties": {
"Node name for S&R": "PrimitiveString"
},
"widgets_values": [
"testrun/vid"
]
},
{
"id": 113,
"type": "AudioConcat",
"pos": [
476.48786333909476,
1345.4204259126598
],
"size": [
270,
78
],
"flags": {
"collapsed": true
},
"order": 45,
"mode": 0,
"inputs": [
{
"name": "audio1",
"type": "AUDIO",
"link": 266
},
{
"name": "audio2",
"type": "AUDIO",
"link": 267
}
],
"outputs": [
{
"name": "AUDIO",
"type": "AUDIO",
"links": [
268
]
}
],
"properties": {
"Node name for S&R": "AudioConcat"
},
"widgets_values": [
"after"
]
},
{
"id": 16,
"type": "LTXVAudioVAEDecode",
"pos": [
-65.49473092589464,
1257.766946013722
],
"size": [
202.991796875,
46
],
"flags": {},
"order": 43,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 294
},
{
"label": "Audio VAE",
"name": "audio_vae",
"type": "VAE",
"link": 184
}
],
"outputs": [
{
"name": "Audio",
"type": "AUDIO",
"links": [
266,
267
]
}
],
"properties": {
"Node name for S&R": "LTXVAudioVAEDecode"
},
"widgets_values": []
},
{
"id": 30,
"type": "ImageScale",
"pos": [
395.8790588437294,
-747.2248575034247
],
"size": [
270,
130
],
"flags": {},
"order": 30,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 327
},
{
"name": "width",
"type": "INT",
"widget": {
"name": "width"
},
"link": 115
},
{
"name": "height",
"type": "INT",
"widget": {
"name": "height"
},
"link": 116
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
55
]
}
],
"properties": {
"Node name for S&R": "ImageScale"
},
"widgets_values": [
"lanczos",
768,
512,
"center"
]
},
{
"id": 14,
"type": "LTXVSeparateAVLatent",
"pos": [
856.0361542285414,
522.0418220056398
],
"size": [
193.2916015625,
46
],
"flags": {},
"order": 41,
"mode": 0,
"inputs": [
{
"name": "av_latent",
"type": "LATENT",
"link": 524
}
],
"outputs": [
{
"name": "video_latent",
"type": "LATENT",
"links": [
312
]
},
{
"name": "audio_latent",
"type": "LATENT",
"links": [
294
]
}
],
"properties": {
"Node name for S&R": "LTXVSeparateAVLatent"
},
"widgets_values": []
},
{
"id": 36,
"type": "ImageScale",
"pos": [
365.22403683350336,
-310.62561396611557
],
"size": [
270,
130
],
"flags": {},
"order": 31,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 326
},
{
"name": "width",
"type": "INT",
"widget": {
"name": "width"
},
"link": 111
},
{
"name": "height",
"type": "INT",
"widget": {
"name": "height"
},
"link": 112
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
78
]
}
],
"properties": {
"Node name for S&R": "ImageScale"
},
"widgets_values": [
"lanczos",
768,
512,
"center"
]
},
{
"id": 138,
"type": "FL_RIFE",
"pos": [
367.8592721627909,
927.7948077939733
],
"size": [
281.7359375,
106
],
"flags": {},
"order": 47,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 337
},
{
"name": "multiplier",
"type": "INT",
"widget": {
"name": "multiplier"
},
"link": 340
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
338
]
}
],
"properties": {
"Node name for S&R": "FL_RIFE"
},
"widgets_values": [
"rife49",
2,
false
],
"color": "#16727c",
"bgcolor": "#4F0074"
},
{
"id": 18,
"type": "LTXVEmptyLatentAudio",
"pos": [
501.5232855595259,
506.7905336662731
],
"size": [
294.1360463610554,
106
],
"flags": {},
"order": 26,
"mode": 0,
"inputs": [
{
"label": "Audio VAE",
"name": "audio_vae",
"type": "VAE",
"link": 185
},
{
"name": "frames_number",
"type": "INT",
"widget": {
"name": "frames_number"
},
"link": 262
},
{
"name": "frame_rate",
"type": "INT",
"widget": {
"name": "frame_rate"
},
"link": 120
}
],
"outputs": [
{
"name": "Latent",
"type": "LATENT",
"links": [
22
]
}
],
"properties": {
"Node name for S&R": "LTXVEmptyLatentAudio"
},
"widgets_values": [
93,
20,
1
]
},
{
"id": 28,
"type": "LTXVPreprocess",
"pos": [
399.6236101128782,
-558.659475973149
],
"size": [
270,
58
],
"flags": {},
"order": 34,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 55
},
{
"name": "img_compression",
"type": "INT",
"widget": {
"name": "img_compression"
},
"link": 166
}
],
"outputs": [
{
"name": "output_image",
"type": "IMAGE",
"links": [
429
]
}
],
"properties": {
"Node name for S&R": "LTXVPreprocess"
},
"widgets_values": [
33
]
},
{
"id": 20,
"type": "LTXVConditioning",
"pos": [
167.91154661599933,
1346.8726432456729
],
"size": [
270,
78
],
"flags": {
"collapsed": true
},
"order": 36,
"mode": 0,
"inputs": [
{
"name": "positive",
"type": "CONDITIONING",
"link": 25
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 183
},
{
"name": "frame_rate",
"type": "FLOAT",
"widget": {
"name": "frame_rate"
},
"link": 130
}
],
"outputs": [
{
"name": "positive",
"type": "CONDITIONING",
"links": [
229
]
},
{
"name": "negative",
"type": "CONDITIONING",
"links": [
230
]
}
],
"properties": {
"Node name for S&R": "LTXVConditioning"
},
"widgets_values": [
20
]
},
{
"id": 64,
"type": "FL_IntToFloat",
"pos": [
206.39800135510814,
1257.3077356956799
],
"size": [
270,
58
],
"flags": {
"collapsed": true
},
"order": 23,
"mode": 0,
"inputs": [
{
"name": "int_value",
"type": "INT",
"widget": {
"name": "int_value"
},
"link": 129
}
],
"outputs": [
{
"name": "float_value",
"type": "FLOAT",
"links": [
130
]
}
],
"properties": {
"Node name for S&R": "FL_IntToFloat"
},
"widgets_values": [
0
],
"color": "#16727c",
"bgcolor": "#4F0074"
},
{
"id": 122,
"type": "LTXVChunkFeedForward",
"pos": [
-94.80819974734366,
507.2728573836142
],
"size": [
272.35703125,
82
],
"flags": {},
"order": 29,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 542
}
],
"outputs": [
{
"name": "model",
"type": "MODEL",
"links": [
422
]
}
],
"properties": {
"Node name for S&R": "LTXVChunkFeedForward"
},
"widgets_values": [
4,
4096
]
},
{
"id": 55,
"type": "PrimitiveInt",
"pos": [
-744.0563043917452,
536.042809803344
],
"size": [
270,
82
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "INT",
"type": "INT",
"links": [
120,
129
]
}
],
"title": "CONFIG FrameRate",
"properties": {
"Node name for S&R": "PrimitiveInt"
},
"widgets_values": [
24,
"fixed"
]
},
{
"id": 67,
"type": "PrimitiveFloat",
"pos": [
-876.7196732219651,
661.1026332072104
],
"size": [
406.8122377135361,
58
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "FLOAT",
"type": "FLOAT",
"links": [
132
]
}
],
"title": "CONFIG OutputFrameRate (FrameRate * Interpolate)",
"properties": {
"Node name for S&R": "PrimitiveFloat"
},
"widgets_values": [
48
]
},
{
"id": 17,
"type": "VHS_VideoCombine",
"pos": [
1166.209921716292,
237.68982087837267
],
"size": [
441.7333984375,
672.4103064903845
],
"flags": {},
"order": 48,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 338
},
{
"name": "audio",
"shape": 7,
"type": "AUDIO",
"link": 268
},
{
"name": "meta_batch",
"shape": 7,
"type": "VHS_BatchManager",
"link": null
},
{
"name": "vae",
"shape": 7,
"type": "VAE",
"link": null
},
{
"name": "frame_rate",
"type": "FLOAT",
"widget": {
"name": "frame_rate"
},
"link": 132
},
{
"name": "filename_prefix",
"type": "STRING",
"widget": {
"name": "filename_prefix"
},
"link": 172
}
],
"outputs": [
{
"name": "Filenames",
"type": "VHS_FILENAMES",
"links": null
}
],
"properties": {
"Node name for S&R": "VHS_VideoCombine"
},
"widgets_values": {
"frame_rate": 40,
"loop_count": 0,
"filename_prefix": "AnimateDiff",
"format": "video/nvenc_h264-mp4",
"pix_fmt": "yuv420p",
"bitrate": 5,
"megabit": true,
"save_metadata": true,
"pingpong": false,
"save_output": false,
"videopreview": {
"hidden": false,
"paused": false,
"params": {
"filename": "vid_00053-audio.mp4",
"subfolder": "testrun",
"type": "temp",
"format": "video/nvenc_h264-mp4",
"frame_rate": 48,
"workflow": "vid_00053.png",
"fullpath": "D:\\ComfyUI\\ComfyUI\\temp\\testrun\\vid_00053-audio.mp4"
}
}
}
},
{
"id": 80,
"type": "PrimitiveFloat",
"pos": [
-752.686429575399,
895.1490401381469
],
"size": [
270,
58
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "FLOAT",
"type": "FLOAT",
"links": [
238
]
}
],
"title": "CONFIG ImgStartStrength (I2V)",
"properties": {
"Node name for S&R": "PrimitiveFloat"
},
"widgets_values": [
1
]
},
{
"id": 103,
"type": "PrimitiveFloat",
"pos": [
-462.84754052220404,
892.3417262030376
],
"size": [
270,
58
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "FLOAT",
"type": "FLOAT",
"links": [
260
]
}
],
"title": "CONFIG ImgEndStrength (I2V)",
"properties": {
"Node name for S&R": "PrimitiveFloat"
},
"widgets_values": [
1
]
},
{
"id": 129,
"type": "VAEDecodeTiled",
"pos": [
792.9524669825933,
893.5118047386943
],
"size": [
270,
150
],
"flags": {},
"order": 44,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 339
},
{
"name": "vae",
"type": "VAE",
"link": 305
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
315
]
}
],
"properties": {
"Node name for S&R": "VAEDecodeTiled"
},
"widgets_values": [
512,
64,
64,
16
]
},
{
"id": 133,
"type": "VHS_SelectImages",
"pos": [
841.3662134541903,
1151.3173428866016
],
"size": [
212.5712890625,
106
],
"flags": {
"collapsed": false
},
"order": 46,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 315
},
{
"name": "indexes",
"type": "STRING",
"widget": {
"name": "indexes"
},
"link": 314
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
337
]
}
],
"properties": {
"Node name for S&R": "VHS_SelectImages"
},
"widgets_values": {
"indexes": "0",
"err_if_missing": false,
"err_if_empty": false
}
},
{
"id": 79,
"type": "PrimitiveInt",
"pos": [
-532.1519154002644,
761.7685982047618
],
"size": [
344.13510055073175,
82.76428881288575
],
"flags": {},
"order": 7,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "INT",
"type": "INT",
"links": [
166,
167
]
}
],
"title": "CONFIG CompressionArtifacts (I2V)",
"properties": {
"Node name for S&R": "PrimitiveInt"
},
"widgets_values": [
28,
"fixed"
]
},
{
"id": 124,
"type": "RandomNoise",
"pos": [
826.4017537364975,
612.0844950861072
],
"size": [
270,
82
],
"flags": {},
"order": 25,
"mode": 0,
"inputs": [
{
"name": "noise_seed",
"type": "INT",
"widget": {
"name": "noise_seed"
},
"link": 303
}
],
"outputs": [
{
"name": "NOISE",
"type": "NOISE",
"links": [
292
]
}
],
"properties": {
"Node name for S&R": "RandomNoise"
},
"widgets_values": [
915634509670181,
"randomize"
]
},
{
"id": 126,
"type": "KSamplerSelect",
"pos": [
367.9038131289896,
1119.4486746851785
],
"size": [
270,
58
],
"flags": {},
"order": 8,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "SAMPLER",
"type": "SAMPLER",
"links": [
298
]
}
],
"properties": {
"Node name for S&R": "KSamplerSelect"
},
"widgets_values": [
"lcm"
]
},
{
"id": 132,
"type": "ManualSigmas",
"pos": [
382.3291314535384,
1244.7781430275843
],
"size": [
270,
58
],
"flags": {},
"order": 9,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "SIGMAS",
"type": "SIGMAS",
"links": [
313
]
}
],
"properties": {
"Node name for S&R": "ManualSigmas",
"cnr_id": "comfy-core",
"ver": "0.5.1",
"enableTabs": false,
"tabWidth": 65,
"tabXOffset": 10,
"hasSecondTab": false,
"secondTabText": "Send Back",
"secondTabOffset": 80,
"secondTabWidth": 65
},
"widgets_values": [
"1., 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"
]
},
{
"id": 19,
"type": "LTXVConcatAVLatent",
"pos": [
528.0239794986891,
385.7500846718483
],
"size": [
181.308203125,
46
],
"flags": {},
"order": 39,
"mode": 0,
"inputs": [
{
"name": "video_latent",
"type": "LATENT",
"link": 236
},
{
"name": "audio_latent",
"type": "LATENT",
"link": 22
}
],
"outputs": [
{
"name": "latent",
"type": "LATENT",
"links": [
301
]
}
],
"properties": {
"Node name for S&R": "LTXVConcatAVLatent"
},
"widgets_values": []
},
{
"id": 160,
"type": "LTX2AttentionTunerPatch",
"pos": [
205.55804225546288,
504.17707568278354
],
"size": [
272.1225332638537,
154
],
"flags": {},
"order": 33,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 422
}
],
"outputs": [
{
"name": "model",
"type": "MODEL",
"links": [
478
]
}
],
"properties": {
"Node name for S&R": "LTX2AttentionTunerPatch"
},
"widgets_values": [
"",
1,
1,
1,
1
]
},
{
"id": 123,
"type": "LTXVNormalizingSampler",
"pos": [
778.8917828717998,
312.5793865247201
],
"size": [
322.87109375,
162
],
"flags": {},
"order": 40,
"mode": 0,
"inputs": [
{
"name": "noise",
"type": "NOISE",
"link": 292
},
{
"name": "guider",
"type": "GUIDER",
"link": 525
},
{
"name": "sampler",
"type": "SAMPLER",
"link": 298
},
{
"name": "sigmas",
"type": "SIGMAS",
"link": 313
},
{
"name": "latent_image",
"type": "LATENT",
"link": 301
}
],
"outputs": [
{
"name": "denoised_output",
"type": "LATENT",
"links": [
524
]
}
],
"properties": {
"Node name for S&R": "LTXVNormalizingSampler"
},
"widgets_values": [
"1,1,1,1,1,1,1,1",
"1,1,0.25,1,1,0.25,1,1"
]
},
{
"id": 170,
"type": "BasicGuider",
"pos": [
871.7937029860939,
774.5575550315218
],
"size": [
159.568359375,
46
],
"flags": {},
"order": 38,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 478
},
{
"name": "conditioning",
"type": "CONDITIONING",
"link": 479
}
],
"outputs": [
{
"name": "GUIDER",
"type": "GUIDER",
"links": [
525
]
}
],
"properties": {
"Node name for S&R": "BasicGuider"
},
"widgets_values": []
},
{
"id": 110,
"type": "Reroute",
"pos": [
562.412226379484,
-50.32402535799788
],
"size": [
75,
26
],
"flags": {},
"order": 24,
"mode": 0,
"inputs": [
{
"name": "",
"type": "*",
"link": 260
}
],
"outputs": [
{
"name": "",
"type": "FLOAT",
"links": []
}
],
"properties": {
"showOutputText": false,
"horizontal": false
}
},
{
"id": 88,
"type": "DualCLIPLoader",
"pos": [
-97.09658469846406,
711.7819231794958
],
"size": [
499.1569560157438,
139.72588938149875
],
"flags": {},
"order": 10,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "CLIP",
"type": "CLIP",
"links": [
222
]
}
],
"properties": {
"Node name for S&R": "DualCLIPLoader"
},
"widgets_values": [
"gemma_3_12B_it_fp8_scaled.safetensors",
"ltx-2-19b-embeddings_connector_distill_bf16.safetensors",
"ltxv",
"cpu"
]
},
{
"id": 62,
"type": "PrimitiveString",
"pos": [
-871.269686219571,
1158.2921644464702
],
"size": [
675.8886281681756,
70.95390259380656
],
"flags": {},
"order": 11,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "STRING",
"type": "STRING",
"links": [
314
]
}
],
"title": "CONFIG ImageFrameSelect (0:<frame count - 16>*2 or 0:-1 for no cutting)",
"properties": {
"Node name for S&R": "PrimitiveString"
},
"widgets_values": [
"0:-1"
]
},
{
"id": 128,
"type": "PrimitiveInt",
"pos": [
-875.1093351130005,
1011.1969092930555
],
"size": [
270,
82
],
"flags": {},
"order": 12,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "INT",
"type": "INT",
"links": [
303
]
}
],
"title": "CONFIG Seed",
"properties": {
"Node name for S&R": "PrimitiveInt"
},
"widgets_values": [
7667576467,
"fixed"
]
},
{
"id": 139,
"type": "PrimitiveInt",
"pos": [
-832.7218103395901,
766.312898014661
],
"size": [
270,
82
],
"flags": {},
"order": 13,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "INT",
"type": "INT",
"links": [
340
]
}
],
"title": "CONFIG InterpolationFactor",
"properties": {
"Node name for S&R": "PrimitiveInt"
},
"widgets_values": [
2,
"fixed"
]
},
{
"id": 54,
"type": "PrimitiveInt",
"pos": [
-449.03432998374683,
533.2986323299632
],
"size": [
270,
82
],
"flags": {},
"order": 14,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "INT",
"type": "INT",
"links": [
123,
262
]
}
],
"title": "CONFIG FrameCount",
"properties": {
"Node name for S&R": "PrimitiveInt"
},
"widgets_values": [
121,
"fixed"
]
},
{
"id": 56,
"type": "PrimitiveInt",
"pos": [
-442.913271355913,
282.2015636936886
],
"size": [
270,
82
],
"flags": {},
"order": 15,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "INT",
"type": "INT",
"links": [
111,
113,
115
]
}
],
"title": "CONFIG SizeX",
"properties": {
"Node name for S&R": "PrimitiveInt"
},
"widgets_values": [
832,
"fixed"
]
},
{
"id": 57,
"type": "PrimitiveInt",
"pos": [
-442.9833464416511,
403.8690970341667
],
"size": [
270,
82
],
"flags": {},
"order": 16,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "INT",
"type": "INT",
"links": [
112,
114,
116
]
}
],
"title": "CONFIG SizeY",
"properties": {
"Node name for S&R": "PrimitiveInt"
},
"widgets_values": [
640,
"fixed"
]
},
{
"id": 59,
"type": "PrimitiveStringMultiline",
"pos": [
-868.5261419919644,
294.60652825190135
],
"size": [
400,
200
],
"flags": {},
"order": 17,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "STRING",
"type": "STRING",
"links": [
160
]
}
],
"title": "CONFIG Prompt",
"properties": {
"Node name for S&R": "PrimitiveStringMultiline"
},
"widgets_values": [
"A cat jumping over a dog."
]
},
{
"id": 91,
"type": "UNETLoader",
"pos": [
-591.7406914557098,
1004.2901366456864
],
"size": [
421.6428577423096,
100.07144775390623
],
"flags": {},
"order": 18,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
542
]
}
],
"title": "CONFIG LTXModel",
"properties": {
"Node name for S&R": "UNETLoader"
},
"widgets_values": [
"ltx2-phr00tmerge-sfw-v5.safetensors",
"fp8_e4m3fn"
]
},
{
"id": 106,
"type": "LoadImage",
"pos": [
-87.30966556135354,
-757.2332102373128
],
"size": [
417.92038454162764,
400.21689436808265
],
"flags": {},
"order": 19,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
327
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"title": "First Image",
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"example.png",
"image"
]
},
{
"id": 35,
"type": "LoadImage",
"pos": [
-86.44536100179037,
-298.3175231515558
],
"size": [
414.3844105775777,
444.4890226581098
],
"flags": {},
"order": 20,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
326
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"title": "Last Image",
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"example.png",
"image"
]
},
{
"id": 102,
"type": "LTXVAddGuideMulti",
"pos": [
711.0017742609549,
-301.90487422000064
],
"size": [
300.611328125,
254
],
"flags": {},
"order": 37,
"mode": 0,
"inputs": [
{
"name": "positive",
"type": "CONDITIONING",
"link": 229
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 230
},
{
"name": "vae",
"type": "VAE",
"link": 231
},
{
"name": "latent",
"type": "LATENT",
"link": 237
},
{
"label": "image_1",
"name": "num_guides.image_1",
"type": "IMAGE",
"link": 429
},
{
"name": "num_guides.strength_1",
"type": "FLOAT",
"widget": {
"name": "num_guides.strength_1"
},
"link": 238
},
{
"label": "image_2",
"name": "num_guides.image_2",
"type": "IMAGE",
"link": 543
}
],
"outputs": [
{
"name": "positive",
"type": "CONDITIONING",
"links": [
283,
479
]
},
{
"name": "negative",
"type": "CONDITIONING",
"links": [
284
]
},
{
"name": "latent",
"type": "LATENT",
"links": [
236
]
}
],
"properties": {
"Node name for S&R": "LTXVAddGuideMulti"
},
"widgets_values": [
"2",
0,
1,
-1,
1
]
},
{
"id": 37,
"type": "LTXVPreprocess",
"pos": [
366.4490642616451,
-124.14229413462802
],
"size": [
270,
58
],
"flags": {},
"order": 35,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 78
},
{
"name": "img_compression",
"type": "INT",
"widget": {
"name": "img_compression"
},
"link": 167
}
],
"outputs": [
{
"name": "output_image",
"type": "IMAGE",
"links": [
543
]
}
],
"properties": {
"Node name for S&R": "LTXVPreprocess"
},
"widgets_values": [
33
]
},
{
"id": 140,
"type": "Note",
"pos": [
-842.2026639749197,
-316.4639047325439
],
"size": [
687.0133900544962,
493.0743919786187
],
"flags": {},
"order": 21,
"mode": 0,
"inputs": [],
"outputs": [],
"properties": {},
"widgets_values": [
"This workflow is messy as shit, but LTX kinda requires that.\n\nMake sure all of these nodes are installed and updated:\nComfy-KJNodes (LTX improvements)\nComfy-LTXVideo (core nodes)\nVideoHelperSuite (core video)\nFill-Nodes (simplifies config + fast interpolation)\n\nDefaults are \"first to last\" generation. Bypass the \"Last Image\" to the right and set LTXVAddGuideMulti \"Number of Guides\" to 1 if just doing I2V \"First Frame\".\n\nBypass the whole top group for T2V.\n\nModify stuff below to specify what kind of video you want to generate.\n\nYou shouldn't need to touch anything in the middle blue section, which contains all of the best settings and optimizations I could find.\n\nThe audio concat stuff is to support \"ping pong\" video output to add audio and double video length for looping purposes (better than silence imho).\n\nIf you have motion issues, try increasing the frame rate (to like 30 or higher). Also try disabling/bypassing RIFE interpolation which could contribute to very high motion artifacts too.\n\nThe \"ImageFrameSelect\" config can help cut off strange frames near the end if its not using your \"last frame\" correctly. This hasn't really been an issue lately, but I'll keep it there for now.\n\nGood luck, this model is pretty neat."
],
"color": "#432",
"bgcolor": "#653"
}
],
"links": [
[
22,
18,
0,
19,
1,
"LATENT"
],
[
25,
6,
0,
20,
0,
"CONDITIONING"
],
[
55,
30,
0,
28,
0,
"IMAGE"
],
[
78,
36,
0,
37,
0,
"IMAGE"
],
[
111,
56,
0,
36,
1,
"INT"
],
[
112,
57,
0,
36,
2,
"INT"
],
[
113,
56,
0,
13,
0,
"INT"
],
[
114,
57,
0,
13,
1,
"INT"
],
[
115,
56,
0,
30,
1,
"INT"
],
[
116,
57,
0,
30,
2,
"INT"
],
[
120,
55,
0,
18,
2,
"INT"
],
[
123,
54,
0,
13,
2,
"INT"
],
[
129,
55,
0,
64,
0,
"INT"
],
[
130,
64,
0,
20,
2,
"FLOAT"
],
[
132,
67,
0,
17,
4,
"FLOAT"
],
[
160,
59,
0,
6,
1,
"STRING"
],
[
166,
79,
0,
28,
1,
"INT"
],
[
167,
79,
0,
37,
1,
"INT"
],
[
172,
83,
0,
17,
5,
"STRING"
],
[
182,
6,
0,
86,
0,
"CONDITIONING"
],
[
183,
86,
0,
20,
1,
"CONDITIONING"
],
[
184,
87,
0,
16,
1,
"VAE"
],
[
185,
87,
0,
18,
0,
"VAE"
],
[
222,
88,
0,
6,
0,
"CLIP"
],
[
229,
20,
0,
102,
0,
"CONDITIONING"
],
[
230,
20,
1,
102,
1,
"CONDITIONING"
],
[
231,
98,
0,
102,
2,
"VAE"
],
[
236,
102,
2,
19,
0,
"LATENT"
],
[
237,
13,
0,
102,
3,
"LATENT"
],
[
238,
80,
0,
102,
5,
"FLOAT"
],
[
257,
107,
0,
98,
0,
"VAE"
],
[
260,
103,
0,
110,
0,
"FLOAT"
],
[
262,
54,
0,
18,
1,
"INT"
],
[
266,
16,
0,
113,
0,
"AUDIO"
],
[
267,
16,
0,
113,
1,
"AUDIO"
],
[
268,
113,
0,
17,
1,
"AUDIO"
],
[
283,
102,
0,
120,
0,
"CONDITIONING"
],
[
284,
102,
1,
120,
1,
"CONDITIONING"
],
[
292,
124,
0,
123,
0,
"NOISE"
],
[
294,
14,
1,
16,
0,
"LATENT"
],
[
298,
126,
0,
123,
2,
"SAMPLER"
],
[
301,
19,
0,
123,
4,
"LATENT"
],
[
303,
128,
0,
124,
0,
"INT"
],
[
305,
98,
0,
129,
1,
"VAE"
],
[
312,
14,
0,
120,
2,
"LATENT"
],
[
313,
132,
0,
123,
3,
"SIGMAS"
],
[
314,
62,
0,
133,
1,
"STRING"
],
[
315,
129,
0,
133,
0,
"IMAGE"
],
[
326,
35,
0,
36,
0,
"IMAGE"
],
[
327,
106,
0,
30,
0,
"IMAGE"
],
[
337,
133,
0,
138,
0,
"IMAGE"
],
[
338,
138,
0,
17,
0,
"IMAGE"
],
[
339,
120,
2,
129,
0,
"LATENT"
],
[
340,
139,
0,
138,
1,
"INT"
],
[
422,
122,
0,
160,
0,
"MODEL"
],
[
429,
28,
0,
102,
4,
"IMAGE"
],
[
478,
160,
0,
170,
0,
"MODEL"
],
[
479,
102,
0,
170,
1,
"CONDITIONING"
],
[
524,
123,
0,
14,
0,
"LATENT"
],
[
525,
170,
0,
123,
1,
"GUIDER"
],
[
542,
91,
0,
122,
0,
"MODEL"
],
[
543,
37,
0,
102,
6,
"IMAGE"
]
],
"groups": [
{
"id": 1,
"title": "I2V / First to Last Frame (Bypass if doing T2V)",
"bounding": [
-118.55839617373792,
-846.3134792458198,
1175.1397966081684,
1027.4161608638976
],
"color": "#8A8",
"font_size": 24,
"flags": {}
},
{
"id": 2,
"title": "Configuration & Prompt",
"bounding": [
-894.1455674446069,
212.2923672604866,
739.2019582499095,
1039.8355479558713
],
"color": "#8A8",
"font_size": 24,
"flags": {}
},
{
"id": 3,
"title": "Brains / Model Sampling (Shouldn't need to touch anything in here)",
"bounding": [
-124.03453089774423,
209.64992140416265,
1267.7980404416276,
1159.5499763641924
],
"color": "#3f789e",
"font_size": 24,
"flags": {}
}
],
"config": {},
"extra": {
"ds": {
"scale": 0.8954302432552388,
"offset": [
903.9633351276846,
-412.35713990599004
]
},
"workflowRendererVersion": "LG",
"ue_links": [],
"frontendVersion": "1.37.11",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}