From c5f4724bc2c74a082e43916eed1d122433a81901 Mon Sep 17 00:00:00 2001 From: sync-bot Date: Fri, 6 Mar 2026 16:26:29 +0000 Subject: [PATCH] Automated PR - 2026-03-06 --- README.md | 4 + ...LTX-2.3_ICLoRA_Motion_Track_Distilled.json | 3141 ++++++++++++++++ ...TX-2.3_ICLoRA_Union_Control_Distilled.json | 3169 +++++++++++++++++ .../assets/motion_track_input.jpg | 3 + 4 files changed, 6317 insertions(+) create mode 100644 example_workflows/2.3/LTX-2.3_ICLoRA_Motion_Track_Distilled.json create mode 100644 example_workflows/2.3/LTX-2.3_ICLoRA_Union_Control_Distilled.json create mode 100644 example_workflows/assets/motion_track_input.jpg diff --git a/README.md b/README.md index 046d7e4..9171296 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,8 @@ LTX-2.3 Workflows: * [`Text/image to video full/distilled model; single stage`](./example_workflows/2.3/LTX-2.3_T2V_I2V_Single_Stage_Distilled_Full.json) * [`Text/image to video distilled model; two stages (with upsampling)`](./example_workflows/2.3/LTX-2.3_T2V_I2V_Two_Stage_Distilled.json) +* [`IC-LoRA distilled model depth + human pose + edges`](./example_workflows/2.3/LTX-2.3_ICLoRA_Union_Control_Distilled.json) +* [`IC-LoRA distilled model I2V motion tracking`](./example_workflows/2.3/LTX-2.3_ICLoRA_Motion_Track_Distilled.json) Older Workflows (LTX-2.0): @@ -100,6 +102,8 @@ Download the following models: * [`Gemma 3`](https://huggingface.co/google/gemma-3-12b-it-qat-q4_0-unquantized) **LoRAs** Choose and download to `COMFYUI_ROOT_FOLDER/models/loras` folder. + * [`ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors`](https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Union-Control/blob/main/ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors) + * [`ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.safetensors`](https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Motion-Track-Control/blob/main/ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.safetensors) * [`ltx-2-19b-ic-lora-detailer.safetensors`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Detailer/blob/main/ltx-2-19b-ic-lora-detailer.safetensors) * [`ltx-2-19b-ic-lora-pose-control.safetensors`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Pose-Control/blob/main/ltx-2-19b-ic-lora-pose-control.safetensors) * [`ltx-2-19b-lora-camera-control-dolly-in.safetensors`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-In/blob/main/ltx-2-19b-lora-camera-control-dolly-in.safetensors) diff --git a/example_workflows/2.3/LTX-2.3_ICLoRA_Motion_Track_Distilled.json b/example_workflows/2.3/LTX-2.3_ICLoRA_Motion_Track_Distilled.json new file mode 100644 index 0000000..0862174 --- /dev/null +++ b/example_workflows/2.3/LTX-2.3_ICLoRA_Motion_Track_Distilled.json @@ -0,0 +1,3141 @@ +{ + "id": "394ed254-7306-42a2-9ae6-aa880ce4456d", + "revision": 0, + "last_node_id": 5056, + "last_link_id": 13541, + "nodes": [ + { + "id": 4848, + "type": "LTXVAudioVAEDecode", + "pos": [ + -173.58219357128075, + 3350.36209031175 + ], + "size": [ + 242.46932983398438, + 46 + ], + "flags": {}, + "order": 38, + "mode": 0, + "inputs": [ + { + "name": "samples", + "type": "LATENT", + "link": 13445 + }, + { + "name": "audio_vae", + "type": "VAE", + "link": 13275 + } + ], + "outputs": [ + { + "name": "Audio", + "type": "AUDIO", + "links": [ + 13108 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.64", + "Node name for S&R": "LTXVAudioVAEDecode" + }, + "widgets_values": [] + }, + { + "id": 4849, + "type": "CreateVideo", + "pos": [ + 121.15941156244612, + 3147.289573042273 + ], + "size": [ + 270, + 102 + ], + "flags": {}, + "order": 40, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 13107 + }, + { + "name": "audio", + "shape": 7, + "type": "AUDIO", + "link": 13108 + }, + { + "name": "fps", + "type": "FLOAT", + "widget": { + "name": "fps" + }, + "link": 13505 + } + ], + "outputs": [ + { + "name": "VIDEO", + "type": "VIDEO", + "links": [ + 13112 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "CreateVideo" + }, + "widgets_values": [ + 30 + ] + }, + { + "id": 4832, + "type": "RandomNoise", + "pos": [ + -1143.49443528975, + 3264.4556775521555 + ], + "size": [ + 279.7478557810682, + 82 + ], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "NOISE", + "type": "NOISE", + "links": [ + 13093 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "RandomNoise" + }, + "widgets_values": [ + 42, + "fixed" + ] + }, + { + "id": 4851, + "type": "VAEDecodeTiled", + "pos": [ + -197.94059482608304, + 3147.602739745794 + ], + "size": [ + 270, + 150 + ], + "flags": {}, + "order": 39, + "mode": 0, + "inputs": [ + { + "name": "samples", + "type": "LATENT", + "link": 13412 + }, + { + "name": "vae", + "type": "VAE", + "link": 13348 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 13107 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "VAEDecodeTiled" + }, + "widgets_values": [ + 512, + 64, + 512, + 4 + ] + }, + { + "id": 4831, + "type": "KSamplerSelect", + "pos": [ + -1147.4802272695308, + 3546.009992316927 + ], + "size": [ + 270, + 74 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "SAMPLER", + "type": "SAMPLER", + "links": [ + 13090 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "KSamplerSelect" + }, + "widgets_values": [ + "euler_ancestral_cfg_pp" + ] + }, + { + "id": 1241, + "type": "LTXVConditioning", + "pos": [ + -2827.383495127067, + 3450.198097882919 + ], + "size": [ + 210, + 78 + ], + "flags": {}, + "order": 18, + "mode": 0, + "inputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "link": 7065 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 7652 + }, + { + "name": "frame_rate", + "type": "FLOAT", + "widget": { + "name": "frame_rate" + }, + "link": 13504 + } + ], + "outputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "slot_index": 0, + "links": [ + 13403 + ] + }, + { + "name": "negative", + "type": "CONDITIONING", + "slot_index": 1, + "links": [ + 13404 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.28", + "Node name for S&R": "LTXVConditioning" + }, + "widgets_values": [ + 24 + ] + }, + { + "id": 5012, + "type": "LTXAddVideoICLoRAGuide", + "pos": [ + -1784.282349923067, + 3294.3140657273534 + ], + "size": [ + 316.886328125, + 282 + ], + "flags": {}, + "order": 32, + "mode": 0, + "inputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "link": 13403 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 13404 + }, + { + "name": "vae", + "type": "VAE", + "link": 13405 + }, + { + "name": "latent", + "type": "LATENT", + "link": 13402 + }, + { + "name": "image", + "type": "IMAGE", + "link": 13541 + }, + { + "name": "latent_downscale_factor", + "type": "FLOAT", + "widget": { + "name": "latent_downscale_factor" + }, + "link": 13406 + } + ], + "outputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "links": [ + 13409, + 13413 + ] + }, + { + "name": "negative", + "type": "CONDITIONING", + "links": [ + 13410, + 13414 + ] + }, + { + "name": "latent", + "type": "LATENT", + "links": [ + 13444 + ] + } + ], + "properties": { + "Node name for S&R": "LTXAddVideoICLoRAGuide" + }, + "widgets_values": [ + 0, + 1, + 1, + "disabled", + false, + 256, + 64 + ] + }, + { + "id": 4528, + "type": "LTXVConcatAVLatent", + "pos": [ + -1432.3037621284248, + 3332.6594007532085 + ], + "size": [ + 181.308203125, + 46 + ], + "flags": {}, + "order": 34, + "mode": 0, + "inputs": [ + { + "name": "video_latent", + "type": "LATENT", + "link": 13444 + }, + { + "name": "audio_latent", + "type": "LATENT", + "link": 12457 + } + ], + "outputs": [ + { + "name": "latent", + "type": "LATENT", + "links": [ + 13302 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.10.0", + "Node name for S&R": "LTXVConcatAVLatent" + }, + "widgets_values": [] + }, + { + "id": 3980, + "type": "LTXVEmptyLatentAudio", + "pos": [ + -2146.980654964846, + 3596.44303061514 + ], + "size": [ + 305.8394470214844, + 106 + ], + "flags": { + "collapsed": false + }, + "order": 19, + "mode": 0, + "inputs": [ + { + "name": "audio_vae", + "type": "VAE", + "link": 13274 + }, + { + "name": "frames_number", + "type": "INT", + "widget": { + "name": "frames_number" + }, + "link": 13539 + }, + { + "name": "frame_rate", + "type": "INT", + "widget": { + "name": "frame_rate" + }, + "link": 13462 + } + ], + "outputs": [ + { + "name": "Latent", + "type": "LATENT", + "links": [ + 12457 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.64", + "Node name for S&R": "LTXVEmptyLatentAudio" + }, + "widgets_values": [ + 97, + 25, + 1 + ] + }, + { + "id": 3159, + "type": "LTXVImgToVideoConditionOnly", + "pos": [ + -2144.970291670966, + 3352.7872806168716 + ], + "size": [ + 313.2623046875, + 142.859507731343 + ], + "flags": {}, + "order": 31, + "mode": 0, + "inputs": [ + { + "name": "vae", + "type": "VAE", + "link": 13279 + }, + { + "name": "image", + "type": "IMAGE", + "link": 9768 + }, + { + "name": "latent", + "type": "LATENT", + "link": 11401 + } + ], + "outputs": [ + { + "name": "latent", + "type": "LATENT", + "links": [ + 13402 + ] + } + ], + "properties": { + "Node name for S&R": "LTXVImgToVideoConditionOnly" + }, + "widgets_values": [ + 0.7, + false + ] + }, + { + "id": 4829, + "type": "SamplerCustomAdvanced", + "pos": [ + -789.4984392050612, + 3375.4039855504334 + ], + "size": [ + 212.3638671875, + 106 + ], + "flags": {}, + "order": 35, + "mode": 0, + "inputs": [ + { + "name": "noise", + "type": "NOISE", + "link": 13093 + }, + { + "name": "guider", + "type": "GUIDER", + "link": 13089 + }, + { + "name": "sampler", + "type": "SAMPLER", + "link": 13090 + }, + { + "name": "sigmas", + "type": "SIGMAS", + "link": 13463 + }, + { + "name": "latent_image", + "type": "LATENT", + "link": 13302 + } + ], + "outputs": [ + { + "name": "output", + "type": "LATENT", + "links": [ + 13363 + ] + }, + { + "name": "denoised_output", + "type": "LATENT", + "links": [] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "SamplerCustomAdvanced" + }, + "widgets_values": [] + }, + { + "id": 5013, + "type": "LTXVCropGuides", + "pos": [ + -524.634946490488, + 3490.535123552672 + ], + "size": [ + 187.5, + 100.83333333333334 + ], + "flags": {}, + "order": 37, + "mode": 0, + "inputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "link": 13413 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 13414 + }, + { + "name": "latent", + "type": "LATENT", + "link": 13411 + } + ], + "outputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "links": [] + }, + { + "name": "negative", + "type": "CONDITIONING", + "links": [] + }, + { + "name": "latent", + "type": "LATENT", + "links": [ + 13412 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.75", + "Node name for S&R": "LTXVCropGuides" + }, + "widgets_values": [] + }, + { + "id": 4845, + "type": "LTXVSeparateAVLatent", + "pos": [ + -768.2609796115719, + 3532.9515830639493 + ], + "size": [ + 193.2916015625, + 46 + ], + "flags": {}, + "order": 36, + "mode": 0, + "inputs": [ + { + "name": "av_latent", + "type": "LATENT", + "link": 13363 + } + ], + "outputs": [ + { + "name": "video_latent", + "type": "LATENT", + "links": [ + 13411 + ] + }, + { + "name": "audio_latent", + "type": "LATENT", + "links": [ + 13445 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.10.0", + "Node name for S&R": "LTXVSeparateAVLatent" + }, + "widgets_values": [] + }, + { + "id": 4010, + "type": "LTXVAudioVAELoader", + "pos": [ + -4655.010641467211, + 3122.9236915172387 + ], + "size": [ + 384.6576773713696, + 79.30435270514249 + ], + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "Audio VAE", + "type": "VAE", + "links": [ + 13274, + 13275 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.64", + "Node name for S&R": "LTXVAudioVAELoader" + }, + "widgets_values": [ + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 3940, + "type": "CheckpointLoaderSimple", + "pos": [ + -4648.711127852091, + 3261.3436773800554 + ], + "size": [ + 383.4002295473938, + 108.51948797992713 + ], + "flags": {}, + "order": 3, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "MODEL", + "type": "MODEL", + "links": [ + 13217 + ] + }, + { + "name": "CLIP", + "type": "CLIP", + "links": [] + }, + { + "name": "VAE", + "type": "VAE", + "links": [ + 13279, + 13348, + 13405 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.56", + "Node name for S&R": "CheckpointLoaderSimple" + }, + "widgets_values": [ + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 4922, + "type": "LoraLoaderModelOnly", + "pos": [ + -4204.024401614721, + 3261.100838617218 + ], + "size": [ + 454.14193097539646, + 128.44311555561626 + ], + "flags": {}, + "order": 10, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 13217 + } + ], + "outputs": [ + { + "name": "MODEL", + "type": "MODEL", + "links": [ + 13400 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "LoraLoaderModelOnly" + }, + "widgets_values": [ + "ltxv/ltx2/ltx-2.3-22b-distilled-lora-384.safetensors", + 0.5 + ] + }, + { + "id": 5021, + "type": "GemmaAPITextEncode", + "pos": [ + -3369.1109988759804, + 3244.8146269086574 + ], + "size": [ + 347.3886205089311, + 160 + ], + "flags": {}, + "order": 12, + "mode": 4, + "inputs": [ + { + "name": "api_key", + "type": "STRING", + "widget": { + "name": "api_key" + }, + "link": 13458 + } + ], + "outputs": [ + { + "name": "conditioning", + "type": "CONDITIONING", + "links": null + } + ], + "title": "🅛🅣🅧 Gemma API Text Encode - POSITIVE", + "properties": { + "Node name for S&R": "GemmaAPITextEncode" + }, + "widgets_values": [ + "", + "", + "ltx-2.3-22b-dev.safetensors", + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 5022, + "type": "PrimitiveString", + "pos": [ + -3522.179554499127, + 3129.9835974138814 + ], + "size": [ + 270, + 58 + ], + "flags": {}, + "order": 4, + "mode": 4, + "inputs": [], + "outputs": [ + { + "name": "STRING", + "type": "STRING", + "links": [ + 13457, + 13458 + ] + } + ], + "title": "LTX API KEY", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "PrimitiveString" + }, + "widgets_values": [ + "" + ] + }, + { + "id": 5023, + "type": "LTXAVTextEncoderLoader", + "pos": [ + -3540.82992899398, + 3450.848773420683 + ], + "size": [ + 318.444921875, + 122 + ], + "flags": {}, + "order": 5, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "CLIP", + "type": "CLIP", + "links": [ + 13459, + 13460 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "LTXAVTextEncoderLoader" + }, + "widgets_values": [ + "comfy_gemma_3_12B_it.safetensors", + "ltx-2.3-22b-dev.safetensors", + "default" + ] + }, + { + "id": 2612, + "type": "CLIPTextEncode", + "pos": [ + -3182.789983056651, + 3707.344179774041 + ], + "size": [ + 309.5560766015442, + 120.13641397900165 + ], + "flags": {}, + "order": 14, + "mode": 0, + "inputs": [ + { + "name": "clip", + "type": "CLIP", + "link": 13460 + } + ], + "outputs": [ + { + "name": "CONDITIONING", + "type": "CONDITIONING", + "slot_index": 0, + "links": [ + 7652 + ] + } + ], + "title": "CLIP Text Encode (Negative Prompt)", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.28", + "Node name for S&R": "CLIPTextEncode" + }, + "widgets_values": [ + "pc game, console game, video game, cartoon, childish, ugly" + ], + "color": "#322", + "bgcolor": "#533" + }, + { + "id": 3336, + "type": "LTXVPreprocess", + "pos": [ + -2474.088851384863, + 3338.3377499968506 + ], + "size": [ + 270, + 74 + ], + "flags": {}, + "order": 20, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13455 + } + ], + "outputs": [ + { + "name": "output_image", + "type": "IMAGE", + "links": [ + 9768 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.60", + "Node name for S&R": "LTXVPreprocess" + }, + "widgets_values": [ + 18 + ] + }, + { + "id": 5024, + "type": "CM_FloatToInt", + "pos": [ + -2333.6648613251946, + 3719.9927171020036 + ], + "size": [ + 270, + 58 + ], + "flags": { + "collapsed": true + }, + "order": 15, + "mode": 0, + "inputs": [ + { + "name": "a", + "type": "FLOAT", + "widget": { + "name": "a" + }, + "link": 13506 + } + ], + "outputs": [ + { + "name": "INT", + "type": "INT", + "links": [ + 13462 + ] + } + ], + "properties": { + "aux_id": "evanspearman/ComfyMath", + "ver": "c01177221c31b8e5fbc062778fc8254aeb541638", + "Node name for S&R": "CM_FloatToInt" + }, + "widgets_values": [ + 0 + ] + }, + { + "id": 4828, + "type": "CFGGuider", + "pos": [ + -1148.6022543301199, + 3397.454504415198 + ], + "size": [ + 270, + 114 + ], + "flags": {}, + "order": 33, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 13401 + }, + { + "name": "positive", + "type": "CONDITIONING", + "link": 13409 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 13410 + } + ], + "outputs": [ + { + "name": "GUIDER", + "type": "GUIDER", + "links": [ + 13089 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "CFGGuider" + }, + "widgets_values": [ + 1 + ] + }, + { + "id": 5025, + "type": "ManualSigmas", + "pos": [ + -1140.7796572156824, + 3672.794138002452 + ], + "size": [ + 499.94633283206986, + 67.3573576655076 + ], + "flags": {}, + "order": 6, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "SIGMAS", + "type": "SIGMAS", + "links": [ + 13463 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "ManualSigmas" + }, + "widgets_values": [ + "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" + ] + }, + { + "id": 5045, + "type": "PrimitiveFloat", + "pos": [ + -3099.115387020365, + 3905.5589869547034 + ], + "size": [ + 270, + 58 + ], + "flags": {}, + "order": 7, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "FLOAT", + "type": "FLOAT", + "links": [ + 13504, + 13505, + 13506, + 13540 + ] + } + ], + "title": "fps", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "PrimitiveFloat" + }, + "widgets_values": [ + 24 + ] + }, + { + "id": 5052, + "type": "SaveVideo", + "pos": [ + -2583.2075972943153, + 4426.544608209702 + ], + "size": [ + 270, + 368 + ], + "flags": {}, + "order": 29, + "mode": 0, + "inputs": [ + { + "name": "video", + "type": "VIDEO", + "link": 13523 + } + ], + "outputs": [], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0" + }, + "widgets_values": [ + "tracks", + "auto", + "auto" + ] + }, + { + "id": 5034, + "type": "LTXVDrawTracks", + "pos": [ + -2980.47319734106, + 4281.82724645523 + ], + "size": [ + 303.5371259505282, + 136 + ], + "flags": {}, + "order": 25, + "mode": 0, + "inputs": [ + { + "name": "tracks", + "type": "STRING", + "widget": { + "name": "tracks" + }, + "link": 13487 + }, + { + "name": "width", + "type": "INT", + "widget": { + "name": "width" + }, + "link": 13516 + }, + { + "name": "height", + "type": "INT", + "widget": { + "name": "height" + }, + "link": 13517 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 13526 + ] + } + ], + "properties": { + "Node name for S&R": "LTXVDrawTracks" + }, + "widgets_values": [ + "", + 512, + 512 + ] + }, + { + "id": 3059, + "type": "EmptyLTXVLatentVideo", + "pos": [ + -2426.4810634075857, + 3467.2309422919075 + ], + "size": [ + 210, + 194 + ], + "flags": {}, + "order": 30, + "mode": 0, + "inputs": [ + { + "name": "width", + "type": "INT", + "widget": { + "name": "width" + }, + "link": 13531 + }, + { + "name": "height", + "type": "INT", + "widget": { + "name": "height" + }, + "link": 13532 + }, + { + "name": "length", + "type": "INT", + "widget": { + "name": "length" + }, + "link": 13529 + } + ], + "outputs": [ + { + "name": "LATENT", + "type": "LATENT", + "links": [ + 11401 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.43", + "Node name for S&R": "EmptyLTXVLatentVideo" + }, + "widgets_values": [ + 960, + 544, + 121, + 1 + ] + }, + { + "id": 5056, + "type": "SimpleMath+", + "pos": [ + -2927.554755449321, + 4465.877183022019 + ], + "size": [ + 210, + 98 + ], + "flags": {}, + "order": 22, + "mode": 0, + "inputs": [ + { + "name": "a", + "shape": 7, + "type": "*", + "link": 13538 + }, + { + "name": "b", + "shape": 7, + "type": "*", + "link": null + }, + { + "name": "c", + "shape": 7, + "type": "*", + "link": null + } + ], + "outputs": [ + { + "name": "INT", + "type": "INT", + "links": [ + 13535 + ] + }, + { + "name": "FLOAT", + "type": "FLOAT", + "links": null + } + ], + "properties": { + "Node name for S&R": "SimpleMath+" + }, + "widgets_values": [ + "a*32" + ] + }, + { + "id": 5050, + "type": "GetImageSize", + "pos": [ + -3214.6998721544865, + 4284.649130551137 + ], + "size": [ + 140, + 124 + ], + "flags": {}, + "order": 24, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13515 + } + ], + "outputs": [ + { + "name": "width", + "type": "INT", + "links": [ + 13516 + ] + }, + { + "name": "height", + "type": "INT", + "links": [ + 13517 + ] + }, + { + "name": "batch_size", + "type": "INT", + "links": null + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "GetImageSize" + }, + "widgets_values": [] + }, + { + "id": 5054, + "type": "GetImageSize", + "pos": [ + -2919.6101421006388, + 4782.199741103113 + ], + "size": [ + 210, + 136 + ], + "flags": {}, + "order": 28, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13530 + } + ], + "outputs": [ + { + "name": "width", + "type": "INT", + "links": [ + 13531 + ] + }, + { + "name": "height", + "type": "INT", + "links": [ + 13532 + ] + }, + { + "name": "batch_size", + "type": "INT", + "links": null + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "GetImageSize" + }, + "widgets_values": [] + }, + { + "id": 5051, + "type": "CreateVideo", + "pos": [ + -2581.263697170858, + 4287.42731978742 + ], + "size": [ + 270, + 78 + ], + "flags": {}, + "order": 27, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 13527 + }, + { + "name": "audio", + "shape": 7, + "type": "AUDIO", + "link": null + }, + { + "name": "fps", + "type": "FLOAT", + "widget": { + "name": "fps" + }, + "link": 13540 + } + ], + "outputs": [ + { + "name": "VIDEO", + "type": "VIDEO", + "links": [ + 13523 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "CreateVideo" + }, + "widgets_values": [ + 30 + ] + }, + { + "id": 5053, + "type": "ResizeImageMaskNode", + "pos": [ + -2945.7206727345865, + 4618.337792328785 + ], + "size": [ + 270, + 106 + ], + "flags": {}, + "order": 26, + "mode": 0, + "inputs": [ + { + "name": "input", + "type": "IMAGE,MASK", + "link": 13526 + }, + { + "name": "resize_type.multiple", + "type": "INT", + "widget": { + "name": "resize_type.multiple" + }, + "link": 13535 + } + ], + "outputs": [ + { + "name": "resized", + "type": "IMAGE", + "links": [ + 13527, + 13530, + 13541 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "ResizeImageMaskNode" + }, + "widgets_values": [ + "scale to multiple", + 64, + "lanczos" + ] + }, + { + "id": 5018, + "type": "ResizeImageMaskNode", + "pos": [ + -4035.547921197359, + 3694.8505697186943 + ], + "size": [ + 270, + 106 + ], + "flags": {}, + "order": 16, + "mode": 0, + "inputs": [ + { + "name": "input", + "type": "IMAGE,MASK", + "link": 13454 + } + ], + "outputs": [ + { + "name": "resized", + "type": "IMAGE", + "links": [ + 13455, + 13536 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "ResizeImageMaskNode" + }, + "widgets_values": [ + "scale longer dimension", + 1536, + "lanczos" + ] + }, + { + "id": 4852, + "type": "SaveVideo", + "pos": [ + 130.87073016888837, + 3308.891084732692 + ], + "size": [ + 627.0556530433919, + 500.11191809627644 + ], + "flags": {}, + "order": 41, + "mode": 0, + "inputs": [ + { + "name": "video", + "type": "VIDEO", + "link": 13112 + } + ], + "outputs": [], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1" + }, + "widgets_values": [ + "output", + "auto", + "auto" + ] + }, + { + "id": 5020, + "type": "GemmaAPITextEncode", + "pos": [ + -2996.9925129764893, + 3241.93462989422 + ], + "size": [ + 337.49481491927054, + 160 + ], + "flags": {}, + "order": 11, + "mode": 4, + "inputs": [ + { + "name": "api_key", + "type": "STRING", + "widget": { + "name": "api_key" + }, + "link": 13457 + } + ], + "outputs": [ + { + "name": "conditioning", + "type": "CONDITIONING", + "links": null + } + ], + "title": "🅛🅣🅧 Gemma API Text Encode - NEGATIVE", + "properties": { + "Node name for S&R": "GemmaAPITextEncode" + }, + "widgets_values": [ + "", + "pc game, console game, video game, cartoon, childish, ugly", + false, + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 5011, + "type": "LTXICLoRALoaderModelOnly", + "pos": [ + -4318.549820950995, + 3445.471848819174 + ], + "size": [ + 570.2243956508886, + 105.50935843305933 + ], + "flags": {}, + "order": 17, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 13400 + } + ], + "outputs": [ + { + "name": "model", + "type": "MODEL", + "links": [ + 13401 + ] + }, + { + "name": "latent_downscale_factor", + "type": "FLOAT", + "links": [ + 13406, + 13538 + ] + } + ], + "properties": { + "Node name for S&R": "LTXICLoRALoaderModelOnly" + }, + "widgets_values": [ + "ltxv/ltx2/ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.safetensors", + 1 + ] + }, + { + "id": 2004, + "type": "LoadImage", + "pos": [ + -4338.585268263583, + 3696.7241270024465 + ], + "size": [ + 274.080078125, + 314.000244140625 + ], + "flags": {}, + "order": 8, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 11002, + 13454 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": [] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.56", + "Node name for S&R": "LoadImage" + }, + "widgets_values": [ + "motion_track_input.jpg", + "image" + ] + }, + { + "id": 5049, + "type": "ResizeImageMaskNode", + "pos": [ + -3562.4493093043257, + 4289.866997980122 + ], + "size": [ + 270, + 106 + ], + "flags": {}, + "order": 21, + "mode": 0, + "inputs": [ + { + "name": "input", + "type": "IMAGE,MASK", + "link": 13536 + } + ], + "outputs": [ + { + "name": "resized", + "type": "IMAGE", + "links": [ + 13514, + 13515 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "ResizeImageMaskNode" + }, + "widgets_values": [ + "scale shorter dimension", + 544, + "lanczos" + ] + }, + { + "id": 2483, + "type": "CLIPTextEncode", + "pos": [ + -3177.88687035676, + 3450.2955325886337 + ], + "size": [ + 307.2346496582031, + 204.2556610107422 + ], + "flags": {}, + "order": 13, + "mode": 0, + "inputs": [ + { + "name": "clip", + "type": "CLIP", + "link": 13459 + } + ], + "outputs": [ + { + "name": "CONDITIONING", + "type": "CONDITIONING", + "slot_index": 0, + "links": [ + 7065 + ] + } + ], + "title": "CLIP Text Encode (Positive Prompt)", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.28", + "Node name for S&R": "CLIPTextEncode" + }, + "widgets_values": [ + "Man on a small bycicle being chased by a police car. The sirens are blaring and the crowd of bystanders is cheering loudly. As he is pedaling away on the bike, he looks back at the police car and shouts in a taunting tone: \"you can't catch me!\" and waving his fist in the air. He then pedals away on his bike." + ], + "color": "#232", + "bgcolor": "#353" + }, + { + "id": 5040, + "type": "LTXVSparseTrackEditor", + "pos": [ + -3258.7431122892694, + 4466.493610739298 + ], + "size": [ + 244.7251953125, + 210 + ], + "flags": {}, + "order": 23, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13514 + }, + { + "name": "points_to_sample", + "type": "INT", + "widget": { + "name": "points_to_sample" + }, + "link": 13537 + } + ], + "outputs": [ + { + "name": "tracks", + "type": "STRING", + "links": [ + 13487 + ] + } + ], + "properties": { + "Node name for S&R": "LTXVSparseTrackEditor" + }, + "widgets_values": [ + "[[{\"x\":385.0759251206301,\"y\":238.92165891412267},{\"x\":226.6706827038015,\"y\":321.895716789677},{\"x\":118.7556948262006,\"y\":334.34620347590675},{\"x\":8.857468951125458,\"y\":294.56719637193584}],[{\"x\":598.4764685213725,\"y\":240.60791202491237},{\"x\":549.1621742249671,\"y\":544}]]", + "[[{\"x\":385,\"y\":239},{\"x\":383,\"y\":240},{\"x\":381,\"y\":241},{\"x\":378,\"y\":243},{\"x\":375,\"y\":244},{\"x\":373,\"y\":246},{\"x\":369,\"y\":248},{\"x\":366,\"y\":249},{\"x\":363,\"y\":251},{\"x\":359,\"y\":253},{\"x\":355,\"y\":255},{\"x\":352,\"y\":258},{\"x\":348,\"y\":260},{\"x\":344,\"y\":262},{\"x\":339,\"y\":265},{\"x\":335,\"y\":267},{\"x\":331,\"y\":270},{\"x\":326,\"y\":272},{\"x\":322,\"y\":275},{\"x\":317,\"y\":277},{\"x\":313,\"y\":280},{\"x\":308,\"y\":282},{\"x\":303,\"y\":285},{\"x\":299,\"y\":287},{\"x\":294,\"y\":290},{\"x\":289,\"y\":292},{\"x\":285,\"y\":295},{\"x\":280,\"y\":297},{\"x\":275,\"y\":300},{\"x\":271,\"y\":302},{\"x\":266,\"y\":304},{\"x\":262,\"y\":306},{\"x\":258,\"y\":308},{\"x\":253,\"y\":311},{\"x\":249,\"y\":312},{\"x\":245,\"y\":314},{\"x\":241,\"y\":316},{\"x\":237,\"y\":318},{\"x\":234,\"y\":319},{\"x\":230,\"y\":321},{\"x\":227,\"y\":322},{\"x\":223,\"y\":323},{\"x\":220,\"y\":324},{\"x\":217,\"y\":325},{\"x\":214,\"y\":326},{\"x\":211,\"y\":327},{\"x\":208,\"y\":328},{\"x\":205,\"y\":329},{\"x\":202,\"y\":330},{\"x\":199,\"y\":330},{\"x\":196,\"y\":331},{\"x\":193,\"y\":332},{\"x\":191,\"y\":332},{\"x\":188,\"y\":333},{\"x\":185,\"y\":334},{\"x\":183,\"y\":334},{\"x\":180,\"y\":334},{\"x\":177,\"y\":335},{\"x\":175,\"y\":335},{\"x\":172,\"y\":336},{\"x\":170,\"y\":336},{\"x\":167,\"y\":336},{\"x\":165,\"y\":336},{\"x\":162,\"y\":336},{\"x\":160,\"y\":337},{\"x\":157,\"y\":337},{\"x\":155,\"y\":337},{\"x\":152,\"y\":337},{\"x\":150,\"y\":337},{\"x\":147,\"y\":337},{\"x\":145,\"y\":337},{\"x\":142,\"y\":336},{\"x\":140,\"y\":336},{\"x\":137,\"y\":336},{\"x\":135,\"y\":336},{\"x\":132,\"y\":336},{\"x\":129,\"y\":336},{\"x\":127,\"y\":335},{\"x\":124,\"y\":335},{\"x\":121,\"y\":335},{\"x\":119,\"y\":334},{\"x\":116,\"y\":334},{\"x\":113,\"y\":333},{\"x\":110,\"y\":333},{\"x\":107,\"y\":332},{\"x\":104,\"y\":332},{\"x\":101,\"y\":331},{\"x\":98,\"y\":330},{\"x\":95,\"y\":329},{\"x\":92,\"y\":328},{\"x\":89,\"y\":327},{\"x\":86,\"y\":326},{\"x\":82,\"y\":325},{\"x\":79,\"y\":324},{\"x\":76,\"y\":323},{\"x\":73,\"y\":322},{\"x\":70,\"y\":320},{\"x\":66,\"y\":319},{\"x\":63,\"y\":318},{\"x\":60,\"y\":317},{\"x\":57,\"y\":315},{\"x\":54,\"y\":314},{\"x\":51,\"y\":313},{\"x\":48,\"y\":311},{\"x\":45,\"y\":310},{\"x\":42,\"y\":309},{\"x\":39,\"y\":308},{\"x\":37,\"y\":306},{\"x\":34,\"y\":305},{\"x\":31,\"y\":304},{\"x\":29,\"y\":303},{\"x\":26,\"y\":302},{\"x\":24,\"y\":301},{\"x\":22,\"y\":300},{\"x\":19,\"y\":299},{\"x\":17,\"y\":298},{\"x\":15,\"y\":297},{\"x\":14,\"y\":296},{\"x\":12,\"y\":296},{\"x\":10,\"y\":295},{\"x\":9,\"y\":295}],[{\"x\":598,\"y\":241},{\"x\":598,\"y\":243},{\"x\":598,\"y\":246},{\"x\":597,\"y\":248},{\"x\":597,\"y\":251},{\"x\":596,\"y\":253},{\"x\":596,\"y\":256},{\"x\":596,\"y\":258},{\"x\":595,\"y\":261},{\"x\":595,\"y\":263},{\"x\":594,\"y\":266},{\"x\":594,\"y\":268},{\"x\":594,\"y\":271},{\"x\":593,\"y\":273},{\"x\":593,\"y\":276},{\"x\":592,\"y\":279},{\"x\":592,\"y\":281},{\"x\":591,\"y\":284},{\"x\":591,\"y\":286},{\"x\":591,\"y\":289},{\"x\":590,\"y\":291},{\"x\":590,\"y\":294},{\"x\":589,\"y\":296},{\"x\":589,\"y\":299},{\"x\":589,\"y\":301},{\"x\":588,\"y\":304},{\"x\":588,\"y\":306},{\"x\":587,\"y\":309},{\"x\":587,\"y\":311},{\"x\":587,\"y\":314},{\"x\":586,\"y\":316},{\"x\":586,\"y\":319},{\"x\":585,\"y\":322},{\"x\":585,\"y\":324},{\"x\":585,\"y\":327},{\"x\":584,\"y\":329},{\"x\":584,\"y\":332},{\"x\":583,\"y\":334},{\"x\":583,\"y\":337},{\"x\":582,\"y\":339},{\"x\":582,\"y\":342},{\"x\":582,\"y\":344},{\"x\":581,\"y\":347},{\"x\":581,\"y\":349},{\"x\":580,\"y\":352},{\"x\":580,\"y\":354},{\"x\":580,\"y\":357},{\"x\":579,\"y\":359},{\"x\":579,\"y\":362},{\"x\":578,\"y\":364},{\"x\":578,\"y\":367},{\"x\":578,\"y\":370},{\"x\":577,\"y\":372},{\"x\":577,\"y\":375},{\"x\":576,\"y\":377},{\"x\":576,\"y\":380},{\"x\":575,\"y\":382},{\"x\":575,\"y\":385},{\"x\":575,\"y\":387},{\"x\":574,\"y\":390},{\"x\":574,\"y\":392},{\"x\":573,\"y\":395},{\"x\":573,\"y\":397},{\"x\":573,\"y\":400},{\"x\":572,\"y\":402},{\"x\":572,\"y\":405},{\"x\":571,\"y\":407},{\"x\":571,\"y\":410},{\"x\":571,\"y\":413},{\"x\":570,\"y\":415},{\"x\":570,\"y\":418},{\"x\":569,\"y\":420},{\"x\":569,\"y\":423},{\"x\":568,\"y\":425},{\"x\":568,\"y\":428},{\"x\":568,\"y\":430},{\"x\":567,\"y\":433},{\"x\":567,\"y\":435},{\"x\":566,\"y\":438},{\"x\":566,\"y\":440},{\"x\":566,\"y\":443},{\"x\":565,\"y\":445},{\"x\":565,\"y\":448},{\"x\":564,\"y\":450},{\"x\":564,\"y\":453},{\"x\":564,\"y\":456},{\"x\":563,\"y\":458},{\"x\":563,\"y\":461},{\"x\":562,\"y\":463},{\"x\":562,\"y\":466},{\"x\":561,\"y\":468},{\"x\":561,\"y\":471},{\"x\":561,\"y\":473},{\"x\":560,\"y\":476},{\"x\":560,\"y\":478},{\"x\":559,\"y\":481},{\"x\":559,\"y\":483},{\"x\":559,\"y\":486},{\"x\":558,\"y\":488},{\"x\":558,\"y\":491},{\"x\":557,\"y\":493},{\"x\":557,\"y\":496},{\"x\":557,\"y\":498},{\"x\":556,\"y\":501},{\"x\":556,\"y\":504},{\"x\":555,\"y\":506},{\"x\":555,\"y\":509},{\"x\":555,\"y\":511},{\"x\":554,\"y\":514},{\"x\":554,\"y\":516},{\"x\":553,\"y\":519},{\"x\":553,\"y\":521},{\"x\":552,\"y\":524},{\"x\":552,\"y\":526},{\"x\":552,\"y\":529},{\"x\":551,\"y\":531},{\"x\":551,\"y\":534},{\"x\":550,\"y\":536},{\"x\":550,\"y\":539},{\"x\":550,\"y\":541},{\"x\":549,\"y\":544}]]", + 121, + "" + ] + }, + { + "id": 5044, + "type": "PrimitiveInt", + "pos": [ + -4026.5271252945963, + 4130.092054089528 + ], + "size": [ + 270, + 82 + ], + "flags": {}, + "order": 9, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "INT", + "type": "INT", + "links": [ + 13529, + 13537, + 13539 + ] + } + ], + "title": "number of frames", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "PrimitiveInt" + }, + "widgets_values": [ + 121, + "fixed" + ] + } + ], + "links": [ + [ + 7065, + 2483, + 0, + 1241, + 0, + "CONDITIONING" + ], + [ + 7652, + 2612, + 0, + 1241, + 1, + "CONDITIONING" + ], + [ + 9768, + 3336, + 0, + 3159, + 1, + "IMAGE" + ], + [ + 11002, + 2004, + 0, + 2653, + 0, + "IMAGE" + ], + [ + 11401, + 3059, + 0, + 3159, + 2, + "LATENT" + ], + [ + 12457, + 3980, + 0, + 4528, + 1, + "LATENT" + ], + [ + 13089, + 4828, + 0, + 4829, + 1, + "GUIDER" + ], + [ + 13090, + 4831, + 0, + 4829, + 2, + "SAMPLER" + ], + [ + 13093, + 4832, + 0, + 4829, + 0, + "NOISE" + ], + [ + 13107, + 4851, + 0, + 4849, + 0, + "IMAGE" + ], + [ + 13108, + 4848, + 0, + 4849, + 1, + "AUDIO" + ], + [ + 13112, + 4849, + 0, + 4852, + 0, + "VIDEO" + ], + [ + 13217, + 3940, + 0, + 4922, + 0, + "MODEL" + ], + [ + 13274, + 4010, + 0, + 3980, + 0, + "VAE" + ], + [ + 13275, + 4010, + 0, + 4848, + 1, + "VAE" + ], + [ + 13279, + 3940, + 2, + 3159, + 0, + "VAE" + ], + [ + 13302, + 4528, + 0, + 4829, + 4, + "LATENT" + ], + [ + 13348, + 3940, + 2, + 4851, + 1, + "VAE" + ], + [ + 13363, + 4829, + 0, + 4845, + 0, + "LATENT" + ], + [ + 13400, + 4922, + 0, + 5011, + 0, + "MODEL" + ], + [ + 13401, + 5011, + 0, + 4828, + 0, + "MODEL" + ], + [ + 13402, + 3159, + 0, + 5012, + 3, + "LATENT" + ], + [ + 13403, + 1241, + 0, + 5012, + 0, + "CONDITIONING" + ], + [ + 13404, + 1241, + 1, + 5012, + 1, + "CONDITIONING" + ], + [ + 13405, + 3940, + 2, + 5012, + 2, + "VAE" + ], + [ + 13406, + 5011, + 1, + 5012, + 5, + "FLOAT" + ], + [ + 13409, + 5012, + 0, + 4828, + 1, + "CONDITIONING" + ], + [ + 13410, + 5012, + 1, + 4828, + 2, + "CONDITIONING" + ], + [ + 13411, + 4845, + 0, + 5013, + 2, + "LATENT" + ], + [ + 13412, + 5013, + 2, + 4851, + 0, + "LATENT" + ], + [ + 13413, + 5012, + 0, + 5013, + 0, + "CONDITIONING" + ], + [ + 13414, + 5012, + 1, + 5013, + 1, + "CONDITIONING" + ], + [ + 13444, + 5012, + 2, + 4528, + 0, + "LATENT" + ], + [ + 13445, + 4845, + 1, + 4848, + 0, + "LATENT" + ], + [ + 13454, + 2004, + 0, + 5018, + 0, + "IMAGE" + ], + [ + 13455, + 5018, + 0, + 3336, + 0, + "IMAGE" + ], + [ + 13457, + 5022, + 0, + 5020, + 0, + "STRING" + ], + [ + 13458, + 5022, + 0, + 5021, + 0, + "STRING" + ], + [ + 13459, + 5023, + 0, + 2483, + 0, + "CLIP" + ], + [ + 13460, + 5023, + 0, + 2612, + 0, + "CLIP" + ], + [ + 13462, + 5024, + 0, + 3980, + 2, + "INT" + ], + [ + 13463, + 5025, + 0, + 4829, + 3, + "SIGMAS" + ], + [ + 13487, + 5040, + 0, + 5034, + 0, + "STRING" + ], + [ + 13504, + 5045, + 0, + 1241, + 2, + "FLOAT" + ], + [ + 13505, + 5045, + 0, + 4849, + 2, + "FLOAT" + ], + [ + 13506, + 5045, + 0, + 5024, + 0, + "FLOAT" + ], + [ + 13514, + 5049, + 0, + 5040, + 0, + "IMAGE" + ], + [ + 13515, + 5049, + 0, + 5050, + 0, + "IMAGE" + ], + [ + 13516, + 5050, + 0, + 5034, + 1, + "INT" + ], + [ + 13517, + 5050, + 1, + 5034, + 2, + "INT" + ], + [ + 13523, + 5051, + 0, + 5052, + 0, + "VIDEO" + ], + [ + 13526, + 5034, + 0, + 5053, + 0, + "IMAGE" + ], + [ + 13527, + 5053, + 0, + 5051, + 0, + "IMAGE" + ], + [ + 13529, + 5044, + 0, + 3059, + 2, + "INT" + ], + [ + 13530, + 5053, + 0, + 5054, + 0, + "IMAGE" + ], + [ + 13531, + 5054, + 0, + 3059, + 0, + "INT" + ], + [ + 13532, + 5054, + 1, + 3059, + 1, + "INT" + ], + [ + 13535, + 5056, + 0, + 5053, + 1, + "INT" + ], + [ + 13536, + 5018, + 0, + 5049, + 0, + "IMAGE" + ], + [ + 13537, + 5044, + 0, + 5040, + 1, + "INT" + ], + [ + 13538, + 5011, + 1, + 5056, + 0, + "FLOAT" + ], + [ + 13539, + 5044, + 0, + 3980, + 1, + "INT" + ], + [ + 13540, + 5045, + 0, + 5051, + 2, + "FLOAT" + ], + [ + 13541, + 5053, + 0, + 5012, + 4, + "IMAGE" + ] + ], + "groups": [ + { + "id": 54, + "title": "Set prompts -> use API nodes to save on memory", + "bounding": [ + -3550.82992899398, + 3056.3835974138815, + 943.4464338669131, + 781.0969963391614 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 1241, + 5021, + 5022, + 5023, + 2612, + 5020, + 2483 + ] + }, + { + "id": 106, + "title": "Preprocess", + "bounding": [ + -2484.088851384863, + 3220.7140657273535, + 1255.5179557194433, + 510.7194227108754 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 5012, + 4528, + 3980, + 3159, + 3336, + 5024, + 3059 + ] + }, + { + "id": 110, + "title": "Load Models", + "bounding": [ + -4665.010641467211, + 3049.323691517239, + 925.9215875703148, + 535.1902634523585 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 4010, + 3940, + 4922, + 5011 + ] + }, + { + "id": 119, + "title": "Load Image", + "bounding": [ + -4348.585268263583, + 3621.2505697186944, + 595.9867345189423, + 399.47380142437726 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 5018, + 2004 + ] + }, + { + "id": 147, + "title": "Generate", + "bounding": [ + -1158.6022543301199, + 3190.8556775521556, + 831.467307839632, + 559.2958181158043 + ], + "color": "#b58b2a", + "font_size": 24, + "flags": {}, + "profilingGroup": false, + "nodes": [ + 4832, + 4831, + 4829, + 5013, + 4845, + 4828, + 5025 + ] + }, + { + "id": 150, + "title": "Decode", + "bounding": [ + -207.94059482608304, + 3073.689573042273, + 975.8669780383633, + 745.3134297866956 + ], + "color": "#b58b2a", + "font_size": 24, + "flags": {}, + "nodes": [ + 4848, + 4849, + 4851, + 4852 + ] + }, + { + "id": 161, + "title": "Sparse track conditioning", + "bounding": [ + -3572.4493093043257, + 4208.22724645523, + 1271.1856121334677, + 719.9724946478833 + ], + "color": "#A88", + "font_size": 24, + "flags": {}, + "nodes": [ + 5052, + 5034, + 5056, + 5050, + 5054, + 5051, + 5053, + 5049, + 5040 + ] + } + ], + "config": {}, + "extra": { + "ds": { + "scale": 0.6775277350075355, + "offset": [ + 5133.26350314015, + -2908.873355031285 + ] + }, + "frontendVersion": "1.39.14", + "VHS_latentpreview": false, + "VHS_latentpreviewrate": 0, + "VHS_MetadataImage": true, + "VHS_KeepIntermediate": true, + "workspace_info": { + "id": "elBQFQknIoLYTEwIloQuw" + }, + "node_versions": { + "comfy-core": "0.3.30", + "comfyui-kjnodes": "1.0.8" + }, + "workflowRendererVersion": "LG", + "reroutes": [ + { + "id": 2, + "pos": [ + -3655.084674554804, + 2796.681054651046 + ], + "linkIds": [ + 13401 + ] + }, + { + "id": 3, + "parentId": 2, + "pos": [ + -1237.6444808486347, + 2799.6369972023285 + ], + "linkIds": [ + 13401 + ] + }, + { + "id": 4, + "pos": [ + -3696.99605232798, + 2989.3062564189877 + ], + "linkIds": [ + 13455 + ] + }, + { + "id": 5, + "parentId": 4, + "pos": [ + -2595.258828073339, + 2981.1444036460034 + ], + "linkIds": [ + 13455 + ] + }, + { + "id": 8, + "pos": [ + -4200.563613248326, + 2728.9475282536505 + ], + "linkIds": [ + 13274, + 13275 + ] + }, + { + "id": 9, + "parentId": 8, + "pos": [ + -2270.607559144933, + 2741.273141034827 + ], + "linkIds": [ + 13274, + 13275 + ] + }, + { + "id": 10, + "parentId": 9, + "pos": [ + -277.5937148250257, + 2744.6391569615153 + ], + "linkIds": [ + 13275 + ] + }, + { + "id": 15, + "pos": [ + -4154.433482919622, + 2679.2562666021327 + ], + "linkIds": [ + 13279, + 13348, + 13405 + ] + }, + { + "id": 16, + "parentId": 15, + "pos": [ + -2224.293000061299, + 2680.588944802606 + ], + "linkIds": [ + 13279, + 13348, + 13405 + ] + }, + { + "id": 23, + "parentId": 89, + "pos": [ + -2410.105298837148, + 3915.2519821602673 + ], + "linkIds": [ + 13505, + 13506 + ] + }, + { + "id": 24, + "pos": [ + -2540.5242168918344, + 3127.1895166392273 + ], + "linkIds": [ + 13403 + ] + }, + { + "id": 27, + "pos": [ + -2506.5463283391796, + 3156.436751802816 + ], + "linkIds": [ + 13404 + ] + }, + { + "id": 28, + "pos": [ + -1391.6777419036537, + 2992.0137009275927 + ], + "linkIds": [ + 13409, + 13413 + ] + }, + { + "id": 33, + "pos": [ + -1190.105632535179, + 3789.194877583284 + ], + "linkIds": [ + 13302 + ] + }, + { + "id": 34, + "parentId": 33, + "pos": [ + -856.4117730968534, + 3794.345000355697 + ], + "linkIds": [ + 13302 + ] + }, + { + "id": 43, + "parentId": 23, + "pos": [ + -38.278410377434405, + 3904.9305420762967 + ], + "linkIds": [ + 13505 + ] + }, + { + "id": 50, + "parentId": 58, + "pos": [ + -266.37999375677936, + 2687.78688781277 + ], + "linkIds": [ + 13348 + ] + }, + { + "id": 56, + "parentId": 24, + "pos": [ + -1831.6648873514375, + 3127.2817666594783 + ], + "linkIds": [ + 13403 + ] + }, + { + "id": 57, + "parentId": 27, + "pos": [ + -1860.2895662704748, + 3156.8052710750476 + ], + "linkIds": [ + 13404 + ] + }, + { + "id": 58, + "parentId": 16, + "pos": [ + -1886.8526246237643, + 2681.1981337977513 + ], + "linkIds": [ + 13348, + 13405 + ] + }, + { + "id": 59, + "pos": [ + -3634.8464505041784, + 2867.0876692533097 + ], + "linkIds": [ + 13406 + ] + }, + { + "id": 60, + "parentId": 59, + "pos": [ + -1909.980358849147, + 2869.9341663502787 + ], + "linkIds": [ + 13406 + ] + }, + { + "id": 61, + "parentId": 28, + "pos": [ + -1179.6722470302318, + 2988.943303660204 + ], + "linkIds": [ + 13409, + 13413 + ] + }, + { + "id": 62, + "pos": [ + -1377.5699183091913, + 3034.013199553746 + ], + "linkIds": [ + 13410, + 13414 + ] + }, + { + "id": 63, + "parentId": 62, + "pos": [ + -1207.3564105865496, + 3028.53726229215 + ], + "linkIds": [ + 13410, + 13414 + ] + }, + { + "id": 64, + "parentId": 61, + "pos": [ + -510.7586097451052, + 3001.766675100524 + ], + "linkIds": [ + 13413 + ] + }, + { + "id": 65, + "parentId": 63, + "pos": [ + -531.5385188396078, + 3038.970247608091 + ], + "linkIds": [ + 13414 + ] + }, + { + "id": 70, + "parentId": 86, + "pos": [ + -2488.4336569346888, + 4149.077922103386 + ], + "linkIds": [ + 13529, + 13539 + ] + }, + { + "id": 79, + "pos": [ + -516.1074363576206, + 3796.5326837213593 + ], + "linkIds": [ + 13445 + ] + }, + { + "id": 80, + "parentId": 79, + "pos": [ + -272.8714874343154, + 3791.942149954294 + ], + "linkIds": [ + 13445 + ] + }, + { + "id": 82, + "pos": [ + -3018.9305095811133, + 4427.76869728854 + ], + "linkIds": [ + 13348 + ] + }, + { + "id": 84, + "pos": [ + -3591.3352929546827, + 4059.1045172937847 + ], + "linkIds": [ + 13538 + ] + }, + { + "id": 86, + "pos": [ + -3267.8746582904632, + 4149.207787964283 + ], + "linkIds": [ + 13529, + 13537, + 13539 + ] + }, + { + "id": 87, + "parentId": 84, + "pos": [ + -3024.2860496108874, + 4072.364006525338 + ], + "linkIds": [ + 13538 + ] + }, + { + "id": 88, + "parentId": 70, + "pos": [ + -2309.5120527169734, + 4142.14516048358 + ], + "linkIds": [ + 13539 + ] + }, + { + "id": 89, + "pos": [ + -2630.415643911141, + 3920.466164434907 + ], + "linkIds": [ + 13505, + 13506, + 13540 + ] + }, + { + "id": 90, + "pos": [ + -2598.608068204745, + 4039.4171119960906 + ], + "linkIds": [ + 13541 + ] + }, + { + "id": 91, + "parentId": 90, + "pos": [ + -1768.9838765946604, + 4031.9365324797327 + ], + "linkIds": [ + 13541 + ] + } + ], + "linkExtensions": [ + { + "id": 13274, + "parentId": 9 + }, + { + "id": 13275, + "parentId": 10 + }, + { + "id": 13279, + "parentId": 16 + }, + { + "id": 13302, + "parentId": 34 + }, + { + "id": 13348, + "parentId": 50 + }, + { + "id": 13401, + "parentId": 3 + }, + { + "id": 13403, + "parentId": 56 + }, + { + "id": 13404, + "parentId": 57 + }, + { + "id": 13405, + "parentId": 58 + }, + { + "id": 13406, + "parentId": 60 + }, + { + "id": 13409, + "parentId": 61 + }, + { + "id": 13410, + "parentId": 63 + }, + { + "id": 13413, + "parentId": 64 + }, + { + "id": 13414, + "parentId": 65 + }, + { + "id": 13445, + "parentId": 80 + }, + { + "id": 13455, + "parentId": 5 + }, + { + "id": 13505, + "parentId": 43 + }, + { + "id": 13506, + "parentId": 23 + }, + { + "id": 13529, + "parentId": 70 + }, + { + "id": 13537, + "parentId": 86 + }, + { + "id": 13538, + "parentId": 87 + }, + { + "id": 13539, + "parentId": 88 + }, + { + "id": 13540, + "parentId": 89 + }, + { + "id": 13541, + "parentId": 91 + } + ] + }, + "version": 0.4 +} diff --git a/example_workflows/2.3/LTX-2.3_ICLoRA_Union_Control_Distilled.json b/example_workflows/2.3/LTX-2.3_ICLoRA_Union_Control_Distilled.json new file mode 100644 index 0000000..e4c75d3 --- /dev/null +++ b/example_workflows/2.3/LTX-2.3_ICLoRA_Union_Control_Distilled.json @@ -0,0 +1,3169 @@ +{ + "id": "394ed254-7306-42a2-9ae6-aa880ce4456d", + "revision": 0, + "last_node_id": 5059, + "last_link_id": 13531, + "nodes": [ + { + "id": 4848, + "type": "LTXVAudioVAEDecode", + "pos": [ + -173.58219357128075, + 3350.36209031175 + ], + "size": [ + 242.46932983398438, + 46 + ], + "flags": {}, + "order": 38, + "mode": 0, + "inputs": [ + { + "name": "samples", + "type": "LATENT", + "link": 13445 + }, + { + "name": "audio_vae", + "type": "VAE", + "link": 13275 + } + ], + "outputs": [ + { + "name": "Audio", + "type": "AUDIO", + "links": [ + 13108 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.64", + "Node name for S&R": "LTXVAudioVAEDecode" + }, + "widgets_values": [] + }, + { + "id": 4849, + "type": "CreateVideo", + "pos": [ + 121.15941156244612, + 3147.289573042273 + ], + "size": [ + 270, + 102 + ], + "flags": {}, + "order": 40, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 13107 + }, + { + "name": "audio", + "shape": 7, + "type": "AUDIO", + "link": 13108 + }, + { + "name": "fps", + "type": "FLOAT", + "widget": { + "name": "fps" + }, + "link": 13429 + } + ], + "outputs": [ + { + "name": "VIDEO", + "type": "VIDEO", + "links": [ + 13112 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "CreateVideo" + }, + "widgets_values": [ + 30 + ] + }, + { + "id": 4851, + "type": "VAEDecodeTiled", + "pos": [ + -197.94059482608304, + 3147.602739745794 + ], + "size": [ + 270, + 150 + ], + "flags": {}, + "order": 39, + "mode": 0, + "inputs": [ + { + "name": "samples", + "type": "LATENT", + "link": 13412 + }, + { + "name": "vae", + "type": "VAE", + "link": 13348 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 13107 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "VAEDecodeTiled" + }, + "widgets_values": [ + 512, + 64, + 512, + 4 + ] + }, + { + "id": 4831, + "type": "KSamplerSelect", + "pos": [ + -1123.2802485192926, + 3459.9479913843866 + ], + "size": [ + 270, + 74 + ], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "SAMPLER", + "type": "SAMPLER", + "links": [ + 13090 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "KSamplerSelect" + }, + "widgets_values": [ + "euler_ancestral_cfg_pp" + ] + }, + { + "id": 4852, + "type": "SaveVideo", + "pos": [ + 130.87073016888837, + 3308.891084732692 + ], + "size": [ + 523.0556530433919, + 506.3562313794205 + ], + "flags": {}, + "order": 41, + "mode": 0, + "inputs": [ + { + "name": "video", + "type": "VIDEO", + "link": 13112 + } + ], + "outputs": [], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1" + }, + "widgets_values": [ + "output", + "auto", + "auto" + ] + }, + { + "id": 1241, + "type": "LTXVConditioning", + "pos": [ + -2827.383495127067, + 3450.198097882919 + ], + "size": [ + 210, + 78 + ], + "flags": {}, + "order": 21, + "mode": 0, + "inputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "link": 7065 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 7652 + }, + { + "name": "frame_rate", + "type": "FLOAT", + "widget": { + "name": "frame_rate" + }, + "link": 13443 + } + ], + "outputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "slot_index": 0, + "links": [ + 13403 + ] + }, + { + "name": "negative", + "type": "CONDITIONING", + "slot_index": 1, + "links": [ + 13404 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.28", + "Node name for S&R": "LTXVConditioning" + }, + "widgets_values": [ + 24 + ] + }, + { + "id": 5012, + "type": "LTXAddVideoICLoRAGuide", + "pos": [ + -1784.282349923067, + 3294.3140657273534 + ], + "size": [ + 316.886328125, + 282 + ], + "flags": {}, + "order": 32, + "mode": 0, + "inputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "link": 13403 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 13404 + }, + { + "name": "vae", + "type": "VAE", + "link": 13405 + }, + { + "name": "latent", + "type": "LATENT", + "link": 13402 + }, + { + "name": "image", + "type": "IMAGE", + "link": 13478 + }, + { + "name": "latent_downscale_factor", + "type": "FLOAT", + "widget": { + "name": "latent_downscale_factor" + }, + "link": 13406 + } + ], + "outputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "links": [ + 13409, + 13413 + ] + }, + { + "name": "negative", + "type": "CONDITIONING", + "links": [ + 13410, + 13414 + ] + }, + { + "name": "latent", + "type": "LATENT", + "links": [ + 13444 + ] + } + ], + "properties": { + "Node name for S&R": "LTXAddVideoICLoRAGuide" + }, + "widgets_values": [ + 0, + 1, + 1, + "disabled", + false, + 256, + 64 + ] + }, + { + "id": 4528, + "type": "LTXVConcatAVLatent", + "pos": [ + -1432.3037621284248, + 3332.6594007532085 + ], + "size": [ + 181.308203125, + 46 + ], + "flags": {}, + "order": 34, + "mode": 0, + "inputs": [ + { + "name": "video_latent", + "type": "LATENT", + "link": 13444 + }, + { + "name": "audio_latent", + "type": "LATENT", + "link": 12457 + } + ], + "outputs": [ + { + "name": "latent", + "type": "LATENT", + "links": [ + 13302 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.10.0", + "Node name for S&R": "LTXVConcatAVLatent" + }, + "widgets_values": [] + }, + { + "id": 3980, + "type": "LTXVEmptyLatentAudio", + "pos": [ + -2146.980654964846, + 3596.44303061514 + ], + "size": [ + 305.8394470214844, + 106 + ], + "flags": { + "collapsed": false + }, + "order": 30, + "mode": 0, + "inputs": [ + { + "name": "audio_vae", + "type": "VAE", + "link": 13274 + }, + { + "name": "frames_number", + "type": "INT", + "widget": { + "name": "frames_number" + }, + "link": 13485 + }, + { + "name": "frame_rate", + "type": "INT", + "widget": { + "name": "frame_rate" + }, + "link": 13462 + } + ], + "outputs": [ + { + "name": "Latent", + "type": "LATENT", + "links": [ + 12457 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.64", + "Node name for S&R": "LTXVEmptyLatentAudio" + }, + "widgets_values": [ + 97, + 25, + 1 + ] + }, + { + "id": 3159, + "type": "LTXVImgToVideoConditionOnly", + "pos": [ + -2144.970291670966, + 3352.7872806168716 + ], + "size": [ + 313.2623046875, + 142.859507731343 + ], + "flags": {}, + "order": 31, + "mode": 0, + "inputs": [ + { + "name": "vae", + "type": "VAE", + "link": 13279 + }, + { + "name": "image", + "type": "IMAGE", + "link": 9768 + }, + { + "name": "latent", + "type": "LATENT", + "link": 11401 + }, + { + "name": "bypass", + "shape": 7, + "type": "BOOLEAN", + "widget": { + "name": "bypass" + }, + "link": 13456 + } + ], + "outputs": [ + { + "name": "latent", + "type": "LATENT", + "links": [ + 13402 + ] + } + ], + "properties": { + "Node name for S&R": "LTXVImgToVideoConditionOnly" + }, + "widgets_values": [ + 0.7, + false + ] + }, + { + "id": 3059, + "type": "EmptyLTXVLatentVideo", + "pos": [ + -2426.4810634075857, + 3467.2309422919075 + ], + "size": [ + 210, + 194 + ], + "flags": {}, + "order": 29, + "mode": 0, + "inputs": [ + { + "name": "width", + "type": "INT", + "widget": { + "name": "width" + }, + "link": 13480 + }, + { + "name": "height", + "type": "INT", + "widget": { + "name": "height" + }, + "link": 13481 + }, + { + "name": "length", + "type": "INT", + "widget": { + "name": "length" + }, + "link": 13484 + } + ], + "outputs": [ + { + "name": "LATENT", + "type": "LATENT", + "links": [ + 11401 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.43", + "Node name for S&R": "EmptyLTXVLatentVideo" + }, + "widgets_values": [ + 960, + 544, + 121, + 1 + ] + }, + { + "id": 4829, + "type": "SamplerCustomAdvanced", + "pos": [ + -765.2984604548227, + 3289.341984617893 + ], + "size": [ + 212.3638671875, + 106 + ], + "flags": {}, + "order": 35, + "mode": 0, + "inputs": [ + { + "name": "noise", + "type": "NOISE", + "link": 13093 + }, + { + "name": "guider", + "type": "GUIDER", + "link": 13089 + }, + { + "name": "sampler", + "type": "SAMPLER", + "link": 13090 + }, + { + "name": "sigmas", + "type": "SIGMAS", + "link": 13463 + }, + { + "name": "latent_image", + "type": "LATENT", + "link": 13302 + } + ], + "outputs": [ + { + "name": "output", + "type": "LATENT", + "links": [ + 13363 + ] + }, + { + "name": "denoised_output", + "type": "LATENT", + "links": [] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "SamplerCustomAdvanced" + }, + "widgets_values": [] + }, + { + "id": 5013, + "type": "LTXVCropGuides", + "pos": [ + -500.4349677402497, + 3404.4731226201316 + ], + "size": [ + 187.5, + 100.83333333333334 + ], + "flags": {}, + "order": 37, + "mode": 0, + "inputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "link": 13413 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 13414 + }, + { + "name": "latent", + "type": "LATENT", + "link": 13411 + } + ], + "outputs": [ + { + "name": "positive", + "type": "CONDITIONING", + "links": [] + }, + { + "name": "negative", + "type": "CONDITIONING", + "links": [] + }, + { + "name": "latent", + "type": "LATENT", + "links": [ + 13412 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.75", + "Node name for S&R": "LTXVCropGuides" + }, + "widgets_values": [] + }, + { + "id": 4845, + "type": "LTXVSeparateAVLatent", + "pos": [ + -744.0610008613334, + 3446.889582131409 + ], + "size": [ + 193.2916015625, + 46 + ], + "flags": {}, + "order": 36, + "mode": 0, + "inputs": [ + { + "name": "av_latent", + "type": "LATENT", + "link": 13363 + } + ], + "outputs": [ + { + "name": "video_latent", + "type": "LATENT", + "links": [ + 13411 + ] + }, + { + "name": "audio_latent", + "type": "LATENT", + "links": [ + 13445 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.10.0", + "Node name for S&R": "LTXVSeparateAVLatent" + }, + "widgets_values": [] + }, + { + "id": 4986, + "type": "DWPreprocessor", + "pos": [ + -3252.975744576779, + 4824.857939017462 + ], + "size": [ + 294.72265625, + 222 + ], + "flags": { + "collapsed": false + }, + "order": 26, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13474 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [] + }, + { + "name": "POSE_KEYPOINT", + "type": "POSE_KEYPOINT", + "links": [] + } + ], + "properties": { + "Node name for S&R": "DWPreprocessor" + }, + "widgets_values": [ + "enable", + "enable", + "enable", + 512, + "yolox_l.onnx", + "dw-ll_ucoco_384_bs5.torchscript.pt", + "disable" + ] + }, + { + "id": 4010, + "type": "LTXVAudioVAELoader", + "pos": [ + -4655.010641467211, + 3122.9236915172387 + ], + "size": [ + 384.6576773713696, + 79.30435270514249 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "Audio VAE", + "type": "VAE", + "links": [ + 13274, + 13275 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.64", + "Node name for S&R": "LTXVAudioVAELoader" + }, + "widgets_values": [ + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 3940, + "type": "CheckpointLoaderSimple", + "pos": [ + -4648.711127852091, + 3261.3436773800554 + ], + "size": [ + 383.4002295473938, + 108.51948797992713 + ], + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "MODEL", + "type": "MODEL", + "links": [ + 13217 + ] + }, + { + "name": "CLIP", + "type": "CLIP", + "links": [] + }, + { + "name": "VAE", + "type": "VAE", + "links": [ + 13279, + 13348, + 13405 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.56", + "Node name for S&R": "CheckpointLoaderSimple" + }, + "widgets_values": [ + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 4922, + "type": "LoraLoaderModelOnly", + "pos": [ + -4204.024401614721, + 3261.100838617218 + ], + "size": [ + 454.14193097539646, + 128.44311555561626 + ], + "flags": {}, + "order": 11, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 13217 + } + ], + "outputs": [ + { + "name": "MODEL", + "type": "MODEL", + "links": [ + 13400 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "LoraLoaderModelOnly" + }, + "widgets_values": [ + "ltxv/ltx2/ltx-2.3-22b-distilled-lora-384.safetensors", + 0.5 + ] + }, + { + "id": 5021, + "type": "GemmaAPITextEncode", + "pos": [ + -3369.1109988759804, + 3244.8146269086574 + ], + "size": [ + 347.3886205089311, + 160 + ], + "flags": {}, + "order": 13, + "mode": 4, + "inputs": [ + { + "name": "api_key", + "type": "STRING", + "widget": { + "name": "api_key" + }, + "link": 13458 + } + ], + "outputs": [ + { + "name": "conditioning", + "type": "CONDITIONING", + "links": null + } + ], + "title": "🅛🅣🅧 Gemma API Text Encode - POSITIVE", + "properties": { + "Node name for S&R": "GemmaAPITextEncode" + }, + "widgets_values": [ + "", + "", + "ltx-2.3-22b-dev.safetensors", + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 5022, + "type": "PrimitiveString", + "pos": [ + -3522.179554499127, + 3129.9835974138814 + ], + "size": [ + 270, + 58 + ], + "flags": {}, + "order": 3, + "mode": 4, + "inputs": [], + "outputs": [ + { + "name": "STRING", + "type": "STRING", + "links": [ + 13457, + 13458 + ] + } + ], + "title": "LTX API KEY", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "PrimitiveString" + }, + "widgets_values": [ + "" + ] + }, + { + "id": 5023, + "type": "LTXAVTextEncoderLoader", + "pos": [ + -3540.82992899398, + 3450.848773420683 + ], + "size": [ + 318.444921875, + 122 + ], + "flags": {}, + "order": 4, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "CLIP", + "type": "CLIP", + "links": [ + 13459, + 13460 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "LTXAVTextEncoderLoader" + }, + "widgets_values": [ + "comfy_gemma_3_12B_it.safetensors", + "ltx-2.3-22b-dev.safetensors", + "default" + ] + }, + { + "id": 2612, + "type": "CLIPTextEncode", + "pos": [ + -3182.789983056651, + 3707.344179774041 + ], + "size": [ + 309.5560766015442, + 120.13641397900165 + ], + "flags": {}, + "order": 15, + "mode": 0, + "inputs": [ + { + "name": "clip", + "type": "CLIP", + "link": 13460 + } + ], + "outputs": [ + { + "name": "CONDITIONING", + "type": "CONDITIONING", + "slot_index": 0, + "links": [ + 7652 + ] + } + ], + "title": "CLIP Text Encode (Negative Prompt)", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.28", + "Node name for S&R": "CLIPTextEncode" + }, + "widgets_values": [ + "pc game, console game, video game, cartoon, childish, ugly" + ], + "color": "#322", + "bgcolor": "#533" + }, + { + "id": 3336, + "type": "LTXVPreprocess", + "pos": [ + -2474.088851384863, + 3338.3377499968506 + ], + "size": [ + 270, + 74 + ], + "flags": {}, + "order": 19, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13493 + } + ], + "outputs": [ + { + "name": "output_image", + "type": "IMAGE", + "links": [ + 9768 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.60", + "Node name for S&R": "LTXVPreprocess" + }, + "widgets_values": [ + 18 + ] + }, + { + "id": 5024, + "type": "CM_FloatToInt", + "pos": [ + -2333.6648613251946, + 3719.9927171020036 + ], + "size": [ + 270, + 58 + ], + "flags": { + "collapsed": true + }, + "order": 22, + "mode": 0, + "inputs": [ + { + "name": "a", + "type": "FLOAT", + "widget": { + "name": "a" + }, + "link": 13461 + } + ], + "outputs": [ + { + "name": "INT", + "type": "INT", + "links": [ + 13462 + ] + } + ], + "properties": { + "aux_id": "evanspearman/ComfyMath", + "ver": "c01177221c31b8e5fbc062778fc8254aeb541638", + "Node name for S&R": "CM_FloatToInt" + }, + "widgets_values": [ + 0 + ] + }, + { + "id": 4828, + "type": "CFGGuider", + "pos": [ + -1124.4022755798817, + 3311.3925034826575 + ], + "size": [ + 270, + 114 + ], + "flags": {}, + "order": 33, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 13401 + }, + { + "name": "positive", + "type": "CONDITIONING", + "link": 13409 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 13410 + } + ], + "outputs": [ + { + "name": "GUIDER", + "type": "GUIDER", + "links": [ + 13089 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "CFGGuider" + }, + "widgets_values": [ + 1 + ] + }, + { + "id": 5000, + "type": "GetVideoComponents", + "pos": [ + -3617.771316087784, + 4216.956091972462 + ], + "size": [ + 193.530859375, + 90 + ], + "flags": {}, + "order": 17, + "mode": 0, + "inputs": [ + { + "name": "video", + "type": "VIDEO", + "link": 13415 + } + ], + "outputs": [ + { + "name": "images", + "type": "IMAGE", + "links": [ + 13464 + ] + }, + { + "name": "audio", + "type": "AUDIO", + "links": null + }, + { + "name": "fps", + "type": "FLOAT", + "links": [ + 13429, + 13443, + 13461 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.75", + "Node name for S&R": "GetVideoComponents" + }, + "widgets_values": [] + }, + { + "id": 5026, + "type": "ResizeImageMaskNode", + "pos": [ + -3611.429041941159, + 4356.367775260842 + ], + "size": [ + 270, + 106 + ], + "flags": {}, + "order": 20, + "mode": 0, + "inputs": [ + { + "name": "input", + "type": "IMAGE,MASK", + "link": 13464 + } + ], + "outputs": [ + { + "name": "resized", + "type": "IMAGE", + "links": [ + 13472, + 13473, + 13474 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "ResizeImageMaskNode" + }, + "widgets_values": [ + "scale shorter dimension", + 544, + "lanczos" + ] + }, + { + "id": 5028, + "type": "ResizeImageMaskNode", + "pos": [ + -2876.993185559275, + 4483.163997368835 + ], + "size": [ + 270, + 106 + ], + "flags": {}, + "order": 27, + "mode": 0, + "inputs": [ + { + "name": "input", + "type": "IMAGE,MASK", + "link": 13531 + }, + { + "name": "resize_type.multiple", + "type": "INT", + "widget": { + "name": "resize_type.multiple" + }, + "link": 13491 + } + ], + "outputs": [ + { + "name": "resized", + "type": "IMAGE", + "links": [ + 13478, + 13479 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "ResizeImageMaskNode" + }, + "widgets_values": [ + "scale to multiple", + 32, + "lanczos" + ] + }, + { + "id": 5029, + "type": "GetImageSize", + "pos": [ + -2821.324593223041, + 4652.2011255000525 + ], + "size": [ + 210, + 136 + ], + "flags": {}, + "order": 28, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13479 + } + ], + "outputs": [ + { + "name": "width", + "type": "INT", + "links": [ + 13480 + ] + }, + { + "name": "height", + "type": "INT", + "links": [ + 13481 + ] + }, + { + "name": "batch_size", + "type": "INT", + "links": [ + 13484, + 13485 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "GetImageSize" + }, + "widgets_values": [] + }, + { + "id": 5025, + "type": "ManualSigmas", + "pos": [ + -1116.5796784654442, + 3586.732137069912 + ], + "size": [ + 499.94633283206986, + 67.3573576655076 + ], + "flags": {}, + "order": 5, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "SIGMAS", + "type": "SIGMAS", + "links": [ + 13463 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "ManualSigmas" + }, + "widgets_values": [ + "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" + ] + }, + { + "id": 5034, + "type": "SimpleMath+", + "pos": [ + -2833.736852728656, + 4328.916811024438 + ], + "size": [ + 210, + 98 + ], + "flags": {}, + "order": 23, + "mode": 0, + "inputs": [ + { + "name": "a", + "shape": 7, + "type": "*", + "link": 13490 + }, + { + "name": "b", + "shape": 7, + "type": "*", + "link": null + }, + { + "name": "c", + "shape": 7, + "type": "*", + "link": null + } + ], + "outputs": [ + { + "name": "INT", + "type": "INT", + "links": [ + 13491 + ] + }, + { + "name": "FLOAT", + "type": "FLOAT", + "links": null + } + ], + "properties": { + "Node name for S&R": "SimpleMath+" + }, + "widgets_values": [ + "a*32" + ] + }, + { + "id": 5035, + "type": "ResizeImageMaskNode", + "pos": [ + -4032.2401448287073, + 3699.4287382559205 + ], + "size": [ + 270, + 106 + ], + "flags": {}, + "order": 16, + "mode": 0, + "inputs": [ + { + "name": "input", + "type": "IMAGE,MASK", + "link": 13492 + } + ], + "outputs": [ + { + "name": "resized", + "type": "IMAGE", + "links": [ + 13493 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "ResizeImageMaskNode" + }, + "widgets_values": [ + "scale longer dimension", + 1536, + "lanczos" + ] + }, + { + "id": 5020, + "type": "GemmaAPITextEncode", + "pos": [ + -2996.9925129764893, + 3241.93462989422 + ], + "size": [ + 337.49481491927054, + 160 + ], + "flags": {}, + "order": 12, + "mode": 4, + "inputs": [ + { + "name": "api_key", + "type": "STRING", + "widget": { + "name": "api_key" + }, + "link": 13457 + } + ], + "outputs": [ + { + "name": "conditioning", + "type": "CONDITIONING", + "links": null + } + ], + "title": "🅛🅣🅧 Gemma API Text Encode - NEGATIVE", + "properties": { + "Node name for S&R": "GemmaAPITextEncode" + }, + "widgets_values": [ + "", + "pc game, console game, video game, cartoon, childish, ugly", + false, + "ltx-2.3-22b-dev.safetensors" + ] + }, + { + "id": 2004, + "type": "LoadImage", + "pos": [ + -4338.585268263583, + 3696.7241270024465 + ], + "size": [ + 274.080078125, + 314.000244140625 + ], + "flags": {}, + "order": 6, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 11002, + 13492 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": [] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.56", + "Node name for S&R": "LoadImage" + }, + "widgets_values": [ + "example.png", + "image" + ] + }, + { + "id": 5019, + "type": "PrimitiveBoolean", + "pos": [ + -4032.598533744641, + 3906.984420943742 + ], + "size": [ + 270, + 58 + ], + "flags": {}, + "order": 7, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "BOOLEAN", + "type": "BOOLEAN", + "links": [ + 13456 + ] + } + ], + "title": "bypass_i2v", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.16.0", + "Node name for S&R": "PrimitiveBoolean" + }, + "widgets_values": [ + true + ] + }, + { + "id": 5001, + "type": "LoadVideo", + "pos": [ + -3941.994684241064, + 4213.601046968799 + ], + "size": [ + 282.798828125, + 234.25266927083334 + ], + "flags": {}, + "order": 8, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "VIDEO", + "type": "VIDEO", + "links": [ + 13372, + 13415 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.10.0", + "Node name for S&R": "LoadVideo" + }, + "widgets_values": [ + "buildings.mp4", + "image" + ] + }, + { + "id": 2483, + "type": "CLIPTextEncode", + "pos": [ + -3177.88687035676, + 3450.2955325886337 + ], + "size": [ + 307.2346496582031, + 204.2556610107422 + ], + "flags": {}, + "order": 14, + "mode": 0, + "inputs": [ + { + "name": "clip", + "type": "CLIP", + "link": 13459 + } + ], + "outputs": [ + { + "name": "CONDITIONING", + "type": "CONDITIONING", + "slot_index": 0, + "links": [ + 7065 + ] + } + ], + "title": "CLIP Text Encode (Positive Prompt)", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.28", + "Node name for S&R": "CLIPTextEncode" + }, + "widgets_values": [ + "Apocalyptic landscape with abandoned buildings, overgrown with foliage and trees. The sky is clear and the sun is setting, with the horizon turning bright red. The buildings are delapidated, falling apart and crumbling due to being abandoned for so long." + ], + "color": "#232", + "bgcolor": "#353" + }, + { + "id": 4832, + "type": "RandomNoise", + "pos": [ + -1119.2944565395119, + 3178.3936766196152 + ], + "size": [ + 279.7478557810682, + 82 + ], + "flags": {}, + "order": 9, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "NOISE", + "type": "NOISE", + "links": [ + 13093 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.14.1", + "Node name for S&R": "RandomNoise" + }, + "widgets_values": [ + 42, + "fixed" + ] + }, + { + "id": 4991, + "type": "CannyEdgePreprocessor", + "pos": [ + -3240.048159614061, + 4605.972865954311 + ], + "size": [ + 270, + 106 + ], + "flags": {}, + "order": 25, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 13473 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [] + } + ], + "properties": { + "Node name for S&R": "CannyEdgePreprocessor" + }, + "widgets_values": [ + 92, + 200, + 512 + ] + }, + { + "id": 4990, + "type": "DepthCrafter", + "pos": [ + -3239.8437020718925, + 4326.603689842923 + ], + "size": [ + 278.73828125, + 174 + ], + "flags": {}, + "order": 24, + "mode": 0, + "inputs": [ + { + "name": "depthcrafter_model", + "type": "DEPTHCRAFTER_MODEL", + "link": 13377 + }, + { + "name": "images", + "type": "IMAGE", + "link": 13472 + } + ], + "outputs": [ + { + "name": "depth_maps", + "type": "IMAGE", + "links": [ + 13531 + ] + } + ], + "properties": { + "Node name for S&R": "DepthCrafter" + }, + "widgets_values": [ + 512, + 5, + 1, + 110, + 25 + ] + }, + { + "id": 4980, + "type": "DownloadAndLoadDepthCrafterModel", + "pos": [ + -3273.83414347537, + 4183.749312897053 + ], + "size": [ + 336.491796875, + 82 + ], + "flags": {}, + "order": 10, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "depthcrafter_model", + "type": "DEPTHCRAFTER_MODEL", + "links": [ + 13377 + ] + } + ], + "properties": { + "Node name for S&R": "DownloadAndLoadDepthCrafterModel" + }, + "widgets_values": [ + true, + false + ] + }, + { + "id": 5011, + "type": "LTXICLoRALoaderModelOnly", + "pos": [ + -4253.941407189728, + 3440.1557478844434 + ], + "size": [ + 499.901763247988, + 130.8845841562129 + ], + "flags": {}, + "order": 18, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 13400 + } + ], + "outputs": [ + { + "name": "model", + "type": "MODEL", + "links": [ + 13401 + ] + }, + { + "name": "latent_downscale_factor", + "type": "FLOAT", + "links": [ + 13406, + 13490 + ] + } + ], + "properties": { + "Node name for S&R": "LTXICLoRALoaderModelOnly" + }, + "widgets_values": [ + "ltxv/ltx2/ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors", + 1 + ] + } + ], + "links": [ + [ + 7065, + 2483, + 0, + 1241, + 0, + "CONDITIONING" + ], + [ + 7652, + 2612, + 0, + 1241, + 1, + "CONDITIONING" + ], + [ + 9768, + 3336, + 0, + 3159, + 1, + "IMAGE" + ], + [ + 11002, + 2004, + 0, + 2653, + 0, + "IMAGE" + ], + [ + 11401, + 3059, + 0, + 3159, + 2, + "LATENT" + ], + [ + 12457, + 3980, + 0, + 4528, + 1, + "LATENT" + ], + [ + 13089, + 4828, + 0, + 4829, + 1, + "GUIDER" + ], + [ + 13090, + 4831, + 0, + 4829, + 2, + "SAMPLER" + ], + [ + 13093, + 4832, + 0, + 4829, + 0, + "NOISE" + ], + [ + 13107, + 4851, + 0, + 4849, + 0, + "IMAGE" + ], + [ + 13108, + 4848, + 0, + 4849, + 1, + "AUDIO" + ], + [ + 13112, + 4849, + 0, + 4852, + 0, + "VIDEO" + ], + [ + 13217, + 3940, + 0, + 4922, + 0, + "MODEL" + ], + [ + 13274, + 4010, + 0, + 3980, + 0, + "VAE" + ], + [ + 13275, + 4010, + 0, + 4848, + 1, + "VAE" + ], + [ + 13279, + 3940, + 2, + 3159, + 0, + "VAE" + ], + [ + 13302, + 4528, + 0, + 4829, + 4, + "LATENT" + ], + [ + 13348, + 3940, + 2, + 4851, + 1, + "VAE" + ], + [ + 13363, + 4829, + 0, + 4845, + 0, + "LATENT" + ], + [ + 13372, + 5001, + 0, + 4979, + 0, + "VIDEO" + ], + [ + 13377, + 4980, + 0, + 4990, + 0, + "DEPTHCRAFTER_MODEL" + ], + [ + 13400, + 4922, + 0, + 5011, + 0, + "MODEL" + ], + [ + 13401, + 5011, + 0, + 4828, + 0, + "MODEL" + ], + [ + 13402, + 3159, + 0, + 5012, + 3, + "LATENT" + ], + [ + 13403, + 1241, + 0, + 5012, + 0, + "CONDITIONING" + ], + [ + 13404, + 1241, + 1, + 5012, + 1, + "CONDITIONING" + ], + [ + 13405, + 3940, + 2, + 5012, + 2, + "VAE" + ], + [ + 13406, + 5011, + 1, + 5012, + 5, + "FLOAT" + ], + [ + 13409, + 5012, + 0, + 4828, + 1, + "CONDITIONING" + ], + [ + 13410, + 5012, + 1, + 4828, + 2, + "CONDITIONING" + ], + [ + 13411, + 4845, + 0, + 5013, + 2, + "LATENT" + ], + [ + 13412, + 5013, + 2, + 4851, + 0, + "LATENT" + ], + [ + 13413, + 5012, + 0, + 5013, + 0, + "CONDITIONING" + ], + [ + 13414, + 5012, + 1, + 5013, + 1, + "CONDITIONING" + ], + [ + 13415, + 5001, + 0, + 5000, + 0, + "VIDEO" + ], + [ + 13429, + 5000, + 2, + 4849, + 2, + "FLOAT" + ], + [ + 13443, + 5000, + 2, + 1241, + 2, + "FLOAT" + ], + [ + 13444, + 5012, + 2, + 4528, + 0, + "LATENT" + ], + [ + 13445, + 4845, + 1, + 4848, + 0, + "LATENT" + ], + [ + 13456, + 5019, + 0, + 3159, + 3, + "BOOLEAN" + ], + [ + 13457, + 5022, + 0, + 5020, + 0, + "STRING" + ], + [ + 13458, + 5022, + 0, + 5021, + 0, + "STRING" + ], + [ + 13459, + 5023, + 0, + 2483, + 0, + "CLIP" + ], + [ + 13460, + 5023, + 0, + 2612, + 0, + "CLIP" + ], + [ + 13461, + 5000, + 2, + 5024, + 0, + "FLOAT" + ], + [ + 13462, + 5024, + 0, + 3980, + 2, + "INT" + ], + [ + 13463, + 5025, + 0, + 4829, + 3, + "SIGMAS" + ], + [ + 13464, + 5000, + 0, + 5026, + 0, + "IMAGE" + ], + [ + 13472, + 5026, + 0, + 4990, + 1, + "IMAGE" + ], + [ + 13473, + 5026, + 0, + 4991, + 0, + "IMAGE" + ], + [ + 13474, + 5026, + 0, + 4986, + 0, + "IMAGE" + ], + [ + 13478, + 5028, + 0, + 5012, + 4, + "IMAGE" + ], + [ + 13479, + 5028, + 0, + 5029, + 0, + "IMAGE" + ], + [ + 13480, + 5029, + 0, + 3059, + 0, + "INT" + ], + [ + 13481, + 5029, + 1, + 3059, + 1, + "INT" + ], + [ + 13484, + 5029, + 2, + 3059, + 2, + "INT" + ], + [ + 13485, + 5029, + 2, + 3980, + 1, + "INT" + ], + [ + 13490, + 5011, + 1, + 5034, + 0, + "FLOAT" + ], + [ + 13491, + 5034, + 0, + 5028, + 1, + "INT" + ], + [ + 13492, + 2004, + 0, + 5035, + 0, + "IMAGE" + ], + [ + 13493, + 5035, + 0, + 3336, + 0, + "IMAGE" + ], + [ + 13531, + 4990, + 0, + 5028, + 0, + "IMAGE" + ] + ], + "groups": [ + { + "id": 54, + "title": "Set prompts -> use API nodes to save on memory", + "bounding": [ + -3550.82992899398, + 3056.3835974138815, + 943.4464338669131, + 781.0969963391614 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 1241, + 5021, + 5022, + 5023, + 2612, + 5020, + 2483 + ] + }, + { + "id": 106, + "title": "Preprocess", + "bounding": [ + -2484.088851384863, + 3220.7140657273535, + 1255.5179557194433, + 510.7194227108754 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 5012, + 4528, + 3980, + 3159, + 3059, + 3336, + 5024 + ] + }, + { + "id": 110, + "title": "Load Models", + "bounding": [ + -4665.010641467211, + 3049.323691517239, + 925.9215875703148, + 535.1902634523585 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 4010, + 3940, + 4922, + 5011 + ] + }, + { + "id": 119, + "title": "Load Image (set bypass=True if t2v)", + "bounding": [ + -4348.585268263583, + 3623.1241270024466, + 596.3451234348759, + 397.600244140625 + ], + "color": "#3f789e", + "font_size": 24, + "flags": {}, + "nodes": [ + 5035, + 2004, + 5019 + ] + }, + { + "id": 147, + "title": "Generate", + "bounding": [ + -1134.4022755798817, + 3104.7936766196153, + 831.467307839632, + 689.0892581600134 + ], + "color": "#b58b2a", + "font_size": 24, + "flags": {}, + "profilingGroup": false, + "nodes": [ + 4831, + 4829, + 5013, + 4845, + 4828, + 5025, + 4832 + ] + }, + { + "id": 150, + "title": "Decode", + "bounding": [ + -207.940594826083, + 3073.689573042273, + 871.8669780383623, + 751.5577430698396 + ], + "color": "#b58b2a", + "font_size": 24, + "flags": {}, + "nodes": [ + 4848, + 4849, + 4851, + 4852 + ] + }, + { + "id": 160, + "title": "Prepare Reference Video", + "bounding": [ + -3972.079361495783, + 4066.549312897054, + 1381.1555239978125, + 1015.8365874335541 + ], + "color": "#A88", + "font_size": 24, + "flags": {}, + "nodes": [ + 4986, + 5000, + 5026, + 5028, + 5029, + 5034, + 5001, + 4991, + 4990, + 4980 + ] + }, + { + "id": 153, + "title": "Load Reference Video", + "bounding": [ + -3951.9946842410645, + 4140.001046968799, + 627.0595240693774, + 343.4232026445834 + ], + "color": "#A88", + "font_size": 24, + "flags": {}, + "nodes": [ + 5000, + 5026, + 5001 + ] + }, + { + "id": 155, + "title": "Depth Annotation", + "bounding": [ + -3283.83414347537, + 4110.149312897052, + 356.4917968750001, + 400.4543769458702 + ], + "color": "#b06634", + "font_size": 24, + "flags": {}, + "nodes": [ + 4990, + 4980 + ] + }, + { + "id": 156, + "title": "Canny Annotation", + "bounding": [ + -3250.048159614061, + 4532.37286595431, + 290, + 189.6 + ], + "color": "#b06634", + "font_size": 24, + "flags": {}, + "nodes": [ + 4991 + ] + }, + { + "id": 157, + "title": "Pose Annotation", + "bounding": [ + -3262.975744576779, + 4751.2579390174615, + 314.72265625, + 305.6 + ], + "color": "#b06634", + "font_size": 24, + "flags": {}, + "nodes": [ + 4986 + ] + } + ], + "config": {}, + "extra": { + "ds": { + "scale": 0.8506866244160058, + "offset": [ + 4570.975923287724, + -3627.5460233000526 + ] + }, + "frontendVersion": "1.39.14", + "VHS_latentpreview": false, + "VHS_latentpreviewrate": 0, + "VHS_MetadataImage": true, + "VHS_KeepIntermediate": true, + "workspace_info": { + "id": "elBQFQknIoLYTEwIloQuw" + }, + "node_versions": { + "comfy-core": "0.3.30", + "comfyui-kjnodes": "1.0.8" + }, + "workflowRendererVersion": "LG", + "reroutes": [ + { + "id": 2, + "pos": [ + -3655.084674554804, + 2796.681054651046 + ], + "linkIds": [ + 13401 + ] + }, + { + "id": 3, + "parentId": 2, + "pos": [ + -1237.6444808486347, + 2799.6369972023285 + ], + "linkIds": [ + 13401 + ] + }, + { + "id": 4, + "pos": [ + -3696.99605232798, + 2989.3062564189877 + ], + "linkIds": [ + 13493 + ] + }, + { + "id": 5, + "parentId": 4, + "pos": [ + -2595.258828073339, + 2981.1444036460034 + ], + "linkIds": [ + 13493 + ] + }, + { + "id": 6, + "pos": [ + -3685.2282753104837, + 2917.2387188165912 + ], + "linkIds": [ + 13456 + ] + }, + { + "id": 7, + "parentId": 6, + "pos": [ + -2218.9088862249664, + 2915.2182029526903 + ], + "linkIds": [ + 13456 + ] + }, + { + "id": 8, + "pos": [ + -4200.563613248326, + 2728.9475282536505 + ], + "linkIds": [ + 13274, + 13275 + ] + }, + { + "id": 9, + "parentId": 8, + "pos": [ + -2270.607559144933, + 2741.273141034827 + ], + "linkIds": [ + 13274, + 13275 + ] + }, + { + "id": 10, + "parentId": 9, + "pos": [ + -277.5937148250257, + 2744.6391569615153 + ], + "linkIds": [ + 13275 + ] + }, + { + "id": 15, + "pos": [ + -4154.433482919622, + 2679.2562666021327 + ], + "linkIds": [ + 13279, + 13348, + 13405 + ] + }, + { + "id": 16, + "parentId": 15, + "pos": [ + -2224.293000061299, + 2680.588944802606 + ], + "linkIds": [ + 13279, + 13348, + 13405 + ] + }, + { + "id": 23, + "parentId": 76, + "pos": [ + -2449.883479176592, + 4014.9273142484108 + ], + "linkIds": [ + 13429, + 13461 + ] + }, + { + "id": 24, + "pos": [ + -2540.5242168918344, + 3127.1895166392273 + ], + "linkIds": [ + 13403 + ] + }, + { + "id": 27, + "pos": [ + -2506.5463283391796, + 3156.436751802816 + ], + "linkIds": [ + 13404 + ] + }, + { + "id": 28, + "pos": [ + -1391.6777419036537, + 2992.0137009275927 + ], + "linkIds": [ + 13409, + 13413 + ] + }, + { + "id": 33, + "pos": [ + -1175.731109638179, + 3823.451732748579 + ], + "linkIds": [ + 13302 + ] + }, + { + "id": 34, + "parentId": 33, + "pos": [ + -831.4976966130015, + 3828.575407456785 + ], + "linkIds": [ + 13302 + ] + }, + { + "id": 43, + "parentId": 23, + "pos": [ + -10.273094481594152, + 4033.416644022563 + ], + "linkIds": [ + 13429 + ] + }, + { + "id": 50, + "parentId": 58, + "pos": [ + -266.37999375677936, + 2687.78688781277 + ], + "linkIds": [ + 13348 + ] + }, + { + "id": 56, + "parentId": 24, + "pos": [ + -1831.6648873514375, + 3127.2817666594783 + ], + "linkIds": [ + 13403 + ] + }, + { + "id": 57, + "parentId": 27, + "pos": [ + -1860.2895662704748, + 3156.8052710750476 + ], + "linkIds": [ + 13404 + ] + }, + { + "id": 58, + "parentId": 16, + "pos": [ + -1886.8526246237643, + 2681.1981337977513 + ], + "linkIds": [ + 13348, + 13405 + ] + }, + { + "id": 59, + "pos": [ + -3634.8464505041784, + 2867.0876692533097 + ], + "linkIds": [ + 13406 + ] + }, + { + "id": 60, + "parentId": 59, + "pos": [ + -1909.980358849147, + 2869.9341663502787 + ], + "linkIds": [ + 13406 + ] + }, + { + "id": 61, + "parentId": 28, + "pos": [ + -1179.6722470302318, + 2988.943303660204 + ], + "linkIds": [ + 13409, + 13413 + ] + }, + { + "id": 62, + "pos": [ + -1377.5699183091913, + 3034.013199553746 + ], + "linkIds": [ + 13410, + 13414 + ] + }, + { + "id": 63, + "parentId": 62, + "pos": [ + -1207.3564105865496, + 3028.53726229215 + ], + "linkIds": [ + 13410, + 13414 + ] + }, + { + "id": 64, + "parentId": 61, + "pos": [ + -510.7586097451052, + 3001.766675100524 + ], + "linkIds": [ + 13413 + ] + }, + { + "id": 65, + "parentId": 63, + "pos": [ + -531.5385188396078, + 3038.970247608091 + ], + "linkIds": [ + 13414 + ] + }, + { + "id": 68, + "pos": [ + -3383.1395249412585, + 4022.9449214600463 + ], + "linkIds": [ + 13429, + 13443, + 13461 + ] + }, + { + "id": 70, + "pos": [ + -2390.1503863441967, + 4699.472286077825 + ], + "linkIds": [ + 13485 + ] + }, + { + "id": 75, + "pos": [ + -2567.0185873054543, + 4172.341840183623 + ], + "linkIds": [ + 13478 + ] + }, + { + "id": 76, + "parentId": 68, + "pos": [ + -2774.4564066374546, + 4014.3343389744045 + ], + "linkIds": [ + 13429, + 13443, + 13461 + ] + }, + { + "id": 78, + "parentId": 75, + "pos": [ + -1766.0787531200408, + 4159.909444535081 + ], + "linkIds": [ + 13478 + ] + }, + { + "id": 79, + "pos": [ + -511.92864221277074, + 3835.3386059304153 + ], + "linkIds": [ + 13445 + ] + }, + { + "id": 80, + "parentId": 79, + "pos": [ + -264.05767003702914, + 3831.508454009328 + ], + "linkIds": [ + 13445 + ] + }, + { + "id": 81, + "pos": [ + -3651.4023421075317, + 3972.06511124204 + ], + "linkIds": [ + 13490 + ] + }, + { + "id": 82, + "parentId": 81, + "pos": [ + -2908.491179051667, + 3976.794532212592 + ], + "linkIds": [ + 13490 + ] + } + ], + "linkExtensions": [ + { + "id": 13274, + "parentId": 9 + }, + { + "id": 13275, + "parentId": 10 + }, + { + "id": 13279, + "parentId": 16 + }, + { + "id": 13302, + "parentId": 34 + }, + { + "id": 13348, + "parentId": 50 + }, + { + "id": 13401, + "parentId": 3 + }, + { + "id": 13403, + "parentId": 56 + }, + { + "id": 13404, + "parentId": 57 + }, + { + "id": 13405, + "parentId": 58 + }, + { + "id": 13406, + "parentId": 60 + }, + { + "id": 13409, + "parentId": 61 + }, + { + "id": 13410, + "parentId": 63 + }, + { + "id": 13413, + "parentId": 64 + }, + { + "id": 13414, + "parentId": 65 + }, + { + "id": 13429, + "parentId": 43 + }, + { + "id": 13443, + "parentId": 76 + }, + { + "id": 13445, + "parentId": 80 + }, + { + "id": 13456, + "parentId": 7 + }, + { + "id": 13461, + "parentId": 23 + }, + { + "id": 13478, + "parentId": 78 + }, + { + "id": 13485, + "parentId": 70 + }, + { + "id": 13490, + "parentId": 82 + }, + { + "id": 13493, + "parentId": 5 + } + ] + }, + "version": 0.4 +} diff --git a/example_workflows/assets/motion_track_input.jpg b/example_workflows/assets/motion_track_input.jpg new file mode 100644 index 0000000..d08aa98 --- /dev/null +++ b/example_workflows/assets/motion_track_input.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c24a1501f188175ac3a3b42fa43814188a3ee38ae264a6859e796a5e2851274 +size 237417