{ "config": {}, "definitions": { "subgraphs": [ { "config": {}, "extra": {}, "groups": [ { "bounding": [ -210, 2680, 970, 803.984375 ], "color": "#3f789e", "flags": {}, "id": 1, "title": "MODELS" }, { "bounding": [ -1660, 3590, 1400, 866 ], "color": "#3f789e", "flags": {}, "id": 2, "title": "INPUT VIDEOS" }, { "bounding": [ -210, 3590, 550, 540 ], "color": "#3f789e", "flags": {}, "id": 3, "title": "PROMPT" }, { "bounding": [ 380, 3590, 550, 880 ], "color": "#3f789e", "flags": {}, "id": 4, "title": "LTX SETTINGS" } ], "id": "63482e7d-23c9-4396-a7a2-cd4ca2316eac", "inputNode": { "bounding": [ -2118, 3996, 128, 88 ], "id": -10 }, "inputs": [ { "id": "cfa9d40a-bd04-4ae0-a7a5-c0432945f751", "label": "video_1", "linkIds": [ 368 ], "name": "video", "pos": [ -2014, 4020 ], "type": "VIDEO" }, { "id": "d3955a91-276a-4e2a-942b-737c4980786b", "label": "video_2", "linkIds": [ 369 ], "name": "video_1", "pos": [ -2014, 4040 ], "type": "VIDEO" } ], "links": [ { "id": 52, "origin_id": 33, "origin_slot": 0, "target_id": 8, "target_slot": 0, "type": "CLIP" }, { "id": 336, "origin_id": 80, "origin_slot": 0, "target_id": 8, "target_slot": 1, "type": "STRING" }, { "id": 340, "origin_id": 98, "origin_slot": 0, "target_id": 29, "target_slot": 0, "type": "LATENT" }, { "id": 41, "origin_id": 30, "origin_slot": 0, "target_id": 29, "target_slot": 1, "type": "MASK" }, { "id": 83, "origin_id": 17, "origin_slot": 0, "target_id": 23, "target_slot": 0, "type": "LATENT" }, { "id": 307, "origin_id": 13, "origin_slot": 0, "target_id": 31, "target_slot": 0, "type": "CONDITIONING" }, { "id": 306, "origin_id": 13, "origin_slot": 0, "target_id": 31, "target_slot": 1, "type": "CONDITIONING" }, { "id": 84, "origin_id": 23, "origin_slot": 0, "target_id": 31, "target_slot": 2, "type": "LATENT" }, { "id": 331, "origin_id": 74, "origin_slot": 1, "target_id": 30, "target_slot": 1, "type": "INT" }, { "id": 332, "origin_id": 74, "origin_slot": 2, "target_id": 30, "target_slot": 2, "type": "INT" }, { "id": 308, "origin_id": 13, "origin_slot": 2, "target_id": 15, "target_slot": 0, "type": "LATENT" }, { "id": 77, "origin_id": 29, "origin_slot": 0, "target_id": 15, "target_slot": 1, "type": "LATENT" }, { "id": 19, "origin_id": 18, "origin_slot": 0, "target_id": 17, "target_slot": 0, "type": "NOISE" }, { "id": 161, "origin_id": 19, "origin_slot": 0, "target_id": 17, "target_slot": 1, "type": "GUIDER" }, { "id": 24, "origin_id": 20, "origin_slot": 0, "target_id": 17, "target_slot": 2, "type": "SAMPLER" }, { "id": 224, "origin_id": 21, "origin_slot": 0, "target_id": 17, "target_slot": 3, "type": "SIGMAS" }, { "id": 85, "origin_id": 15, "origin_slot": 0, "target_id": 17, "target_slot": 4, "type": "LATENT" }, { "id": 86, "origin_id": 23, "origin_slot": 1, "target_id": 25, "target_slot": 0, "type": "LATENT" }, { "id": 35, "origin_id": 6, "origin_slot": 0, "target_id": 25, "target_slot": 1, "type": "VAE" }, { "id": 326, "origin_id": 74, "origin_slot": 1, "target_id": 14, "target_slot": 0, "type": "INT" }, { "id": 327, "origin_id": 74, "origin_slot": 2, "target_id": 14, "target_slot": 1, "type": "INT" }, { "id": 258, "origin_id": 74, "origin_slot": 3, "target_id": 14, "target_slot": 2, "type": "INT" }, { "id": 163, "origin_id": 4, "origin_slot": 0, "target_id": 19, "target_slot": 0, "type": "MODEL" }, { "id": 304, "origin_id": 13, "origin_slot": 0, "target_id": 19, "target_slot": 1, "type": "CONDITIONING" }, { "id": 305, "origin_id": 13, "origin_slot": 1, "target_id": 19, "target_slot": 2, "type": "CONDITIONING" }, { "id": 80, "origin_id": 31, "origin_slot": 2, "target_id": 24, "target_slot": 0, "type": "LATENT" }, { "id": 33, "origin_id": 5, "origin_slot": 0, "target_id": 24, "target_slot": 1, "type": "VAE" }, { "id": 334, "origin_id": 49, "origin_slot": 0, "target_id": 4, "target_slot": 0, "type": "MODEL" }, { "id": 303, "origin_id": 86, "origin_slot": 0, "target_id": 80, "target_slot": 0, "type": "STRING" }, { "id": 253, "origin_id": 61, "origin_slot": 0, "target_id": 80, "target_slot": 1, "type": "STRING" }, { "id": 313, "origin_id": 71, "origin_slot": 0, "target_id": 74, "target_slot": 0, "type": "IMAGE" }, { "id": 174, "origin_id": 63, "origin_slot": 0, "target_id": 61, "target_slot": 2, "type": "VIDEO" }, { "id": 5, "origin_id": 8, "origin_slot": 0, "target_id": 10, "target_slot": 0, "type": "CONDITIONING" }, { "id": 6, "origin_id": 9, "origin_slot": 0, "target_id": 10, "target_slot": 1, "type": "CONDITIONING" }, { "id": 329, "origin_id": 74, "origin_slot": 0, "target_id": 63, "target_slot": 0, "type": "IMAGE" }, { "id": 53, "origin_id": 33, "origin_slot": 0, "target_id": 9, "target_slot": 0, "type": "CLIP" }, { "id": 262, "origin_id": 10, "origin_slot": 0, "target_id": 13, "target_slot": 0, "type": "CONDITIONING" }, { "id": 263, "origin_id": 10, "origin_slot": 1, "target_id": 13, "target_slot": 1, "type": "CONDITIONING" }, { "id": 10, "origin_id": 5, "origin_slot": 0, "target_id": 13, "target_slot": 2, "type": "VAE" }, { "id": 13, "origin_id": 14, "origin_slot": 0, "target_id": 13, "target_slot": 3, "type": "LATENT" }, { "id": 330, "origin_id": 74, "origin_slot": 0, "target_id": 13, "target_slot": 4, "type": "IMAGE" }, { "id": 144, "origin_id": 1, "origin_slot": 0, "target_id": 49, "target_slot": 0, "type": "MODEL" }, { "id": 162, "origin_id": 4, "origin_slot": 0, "target_id": 21, "target_slot": 0, "type": "MODEL" }, { "id": 320, "origin_id": 81, "origin_slot": 0, "target_id": 71, "target_slot": 0, "type": "IMAGE" }, { "id": 310, "origin_id": 82, "origin_slot": 0, "target_id": 71, "target_slot": 1, "type": "IMAGE" }, { "id": 350, "origin_id": 107, "origin_slot": 1, "target_id": 71, "target_slot": 4, "type": "INT" }, { "id": 321, "origin_id": 81, "origin_slot": 1, "target_id": 82, "target_slot": 2, "type": "INT" }, { "id": 322, "origin_id": 81, "origin_slot": 2, "target_id": 82, "target_slot": 3, "type": "INT" }, { "id": 338, "origin_id": 96, "origin_slot": 0, "target_id": 98, "target_slot": 0, "type": "AUDIO" }, { "id": 339, "origin_id": 6, "origin_slot": 0, "target_id": 98, "target_slot": 1, "type": "VAE" }, { "id": 363, "origin_id": 109, "origin_slot": 2, "target_id": 107, "target_slot": 0, "type": "INT" }, { "id": 364, "origin_id": 111, "origin_slot": 2, "target_id": 107, "target_slot": 1, "type": "INT" }, { "id": 368, "origin_id": -10, "origin_slot": 0, "target_id": 120, "target_slot": 0, "type": "VIDEO" }, { "id": 369, "origin_id": -10, "origin_slot": 1, "target_id": 121, "target_slot": 0, "type": "VIDEO" }, { "id": 370, "origin_id": 120, "origin_slot": 0, "target_id": 109, "target_slot": 0, "type": "IMAGE" }, { "id": 371, "origin_id": 121, "origin_slot": 0, "target_id": 111, "target_slot": 0, "type": "IMAGE" }, { "id": 372, "origin_id": 120, "origin_slot": 0, "target_id": 81, "target_slot": 0, "type": "IMAGE" }, { "id": 373, "origin_id": 121, "origin_slot": 0, "target_id": 82, "target_slot": 0, "type": "IMAGE" }, { "id": 376, "origin_id": 24, "origin_slot": 0, "target_id": 122, "target_slot": 0, "type": "IMAGE" }, { "id": 377, "origin_id": 25, "origin_slot": 0, "target_id": 122, "target_slot": 1, "type": "AUDIO" }, { "id": 378, "origin_id": 122, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "VIDEO" }, { "id": 380, "origin_id": 123, "origin_slot": 0, "target_id": 63, "target_slot": 2, "type": "FLOAT" }, { "id": 381, "origin_id": 123, "origin_slot": 0, "target_id": 10, "target_slot": 2, "type": "FLOAT" }, { "id": 382, "origin_id": 123, "origin_slot": 0, "target_id": 122, "target_slot": 2, "type": "FLOAT" }, { "id": 383, "origin_id": 125, "origin_slot": 0, "target_id": 107, "target_slot": 2, "type": "INT" } ], "name": "Video Generation (LTX 2.3 FLW LoRA)", "nodes": [ { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 8, "inputs": [ { "link": 52, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 336, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 16, "outputs": [ { "links": [ 5 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 100, 3660 ], "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 120 ], "type": "CLIPTextEncode", "widgets_values": [ "FLW, A speeding rally car escaping explosions seamlessly transforms into a woman riding a hoverbike. The modified blue car becomes a blonde woman on a rusty teal hoverbike. A fiery desert landscape shifts to a clear, sunny desert. The camera tracks steadily, maintaining central framing. Bright daylight remains constant throughout." ] }, { "flags": {}, "id": 29, "inputs": [ { "link": 340, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 41, "localized_name": "mask", "name": "mask", "type": "MASK" } ], "mode": 0, "order": 26, "outputs": [ { "links": [ 77 ], "localized_name": "LATENT", "name": "LATENT", "type": "LATENT" } ], "pos": [ 690, 4020 ], "properties": { "Node name for S&R": "SetLatentNoiseMask", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 80 ], "type": "SetLatentNoiseMask", "widgets_values": [] }, { "flags": {}, "id": 20, "inputs": [ { "link": null, "localized_name": "sampler_name", "name": "sampler_name", "type": "COMBO", "widget": { "name": "sampler_name" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 24 ], "localized_name": "SAMPLER", "name": "SAMPLER", "type": "SAMPLER" } ], "pos": [ 1100, 4040 ], "properties": { "Node name for S&R": "KSamplerSelect", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 90 ], "type": "KSamplerSelect", "widgets_values": [ "euler_ancestral_cfg_pp" ] }, { "flags": {}, "id": 23, "inputs": [ { "link": 83, "localized_name": "av_latent", "name": "av_latent", "type": "LATENT" } ], "mode": 0, "order": 23, "outputs": [ { "links": [ 84 ], "localized_name": "video_latent", "name": "video_latent", "type": "LATENT" }, { "links": [ 86 ], "localized_name": "audio_latent", "name": "audio_latent", "type": "LATENT" } ], "pos": [ 1390, 4130 ], "properties": { "Node name for S&R": "LTXVSeparateAVLatent", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 240, 80 ], "type": "LTXVSeparateAVLatent", "widgets_values": [] }, { "flags": {}, "id": 31, "inputs": [ { "link": 307, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 306, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 84, "localized_name": "latent", "name": "latent", "type": "LATENT" } ], "mode": 0, "order": 28, "outputs": [ { "links": null, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "links": null, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "links": [ 80 ], "localized_name": "latent", "name": "latent", "type": "LATENT" } ], "pos": [ 1390, 3970 ], "properties": { "Node name for S&R": "LTXVCropGuides", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 240, 100 ], "type": "LTXVCropGuides", "widgets_values": [] }, { "flags": {}, "id": 6, "inputs": [ { "link": null, "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } }, { "link": null, "localized_name": "device", "name": "device", "type": "COMBO", "widget": { "name": "device" } }, { "link": null, "localized_name": "weight_dtype", "name": "weight_dtype", "type": "COMBO", "widget": { "name": "weight_dtype" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 35, 339 ], "localized_name": "VAE", "name": "VAE", "type": "VAE" } ], "pos": [ -200, 2990 ], "properties": { "Node name for S&R": "VAELoaderKJ", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "b7646ad70a7daa7aeb919ca542274758d26ba2df" }, "size": [ 440, 180 ], "type": "VAELoaderKJ", "widgets_values": [ "LTX23_audio_vae_bf16.safetensors", "main_device", "bf16" ] }, { "flags": { "collapsed": true }, "id": 30, "inputs": [ { "link": null, "localized_name": "value", "name": "value", "type": "FLOAT", "widget": { "name": "value" } }, { "link": 331, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 332, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } } ], "mode": 0, "order": 27, "outputs": [ { "links": [ 41 ], "localized_name": "MASK", "name": "MASK", "type": "MASK" } ], "pos": [ 390, 4080 ], "properties": { "Node name for S&R": "SolidMask", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 40 ], "type": "SolidMask", "widgets_values": [ 0, 512, 512 ] }, { "flags": {}, "id": 15, "inputs": [ { "link": 308, "localized_name": "video_latent", "name": "video_latent", "type": "LATENT" }, { "link": 77, "localized_name": "audio_latent", "name": "audio_latent", "type": "LATENT" } ], "mode": 0, "order": 20, "outputs": [ { "links": [ 85 ], "localized_name": "latent", "name": "latent", "type": "LATENT" } ], "pos": [ 690, 4160 ], "properties": { "Node name for S&R": "LTXVConcatAVLatent", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 80 ], "type": "LTXVConcatAVLatent", "widgets_values": [] }, { "flags": {}, "id": 17, "inputs": [ { "link": 19, "localized_name": "noise", "name": "noise", "type": "NOISE" }, { "link": 161, "localized_name": "guider", "name": "guider", "type": "GUIDER" }, { "link": 24, "localized_name": "sampler", "name": "sampler", "type": "SAMPLER" }, { "link": 224, "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS" }, { "link": 85, "localized_name": "latent_image", "name": "latent_image", "type": "LATENT" } ], "mode": 0, "order": 21, "outputs": [ { "links": [ 83 ], "localized_name": "output", "name": "output", "type": "LATENT" }, { "links": null, "localized_name": "denoised_output", "name": "denoised_output", "type": "LATENT" } ], "pos": [ 1390, 4280 ], "properties": { "Node name for S&R": "SamplerCustomAdvanced", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 240, 150 ], "type": "SamplerCustomAdvanced", "widgets_values": [] }, { "flags": {}, "id": 33, "inputs": [ { "link": null, "localized_name": "clip_name1", "name": "clip_name1", "type": "COMBO", "widget": { "name": "clip_name1" } }, { "link": null, "localized_name": "clip_name2", "name": "clip_name2", "type": "COMBO", "widget": { "name": "clip_name2" } }, { "link": null, "localized_name": "type", "name": "type", "type": "COMBO", "widget": { "name": "type" } }, { "link": null, "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 52, 53 ], "localized_name": "CLIP", "name": "CLIP", "type": "CLIP" } ], "pos": [ -200, 3230 ], "properties": { "Node name for S&R": "DualCLIPLoader", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 440, 250 ], "type": "DualCLIPLoader", "widgets_values": [ "gemma_3_12B_it.safetensors", "ltx-2.3_text_projection_bf16.safetensors", "ltxv", "default" ] }, { "flags": {}, "id": 25, "inputs": [ { "link": 86, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "label": "Audio VAE", "link": 35, "localized_name": "audio_vae", "name": "audio_vae", "type": "VAE" } ], "mode": 0, "order": 25, "outputs": [ { "links": [ 377 ], "localized_name": "Audio", "name": "Audio", "type": "AUDIO" } ], "pos": [ 1390, 3830 ], "properties": { "Node name for S&R": "LTXVAudioVAEDecode", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 240, 80 ], "type": "LTXVAudioVAEDecode", "widgets_values": [] }, { "flags": {}, "id": 1, "inputs": [ { "link": null, "localized_name": "extra_state_dict", "name": "extra_state_dict", "shape": 7, "type": "STRING" }, { "link": null, "localized_name": "model_name", "name": "model_name", "type": "COMBO", "widget": { "name": "model_name" } }, { "link": null, "localized_name": "weight_dtype", "name": "weight_dtype", "type": "COMBO", "widget": { "name": "weight_dtype" } }, { "link": null, "localized_name": "compute_dtype", "name": "compute_dtype", "type": "COMBO", "widget": { "name": "compute_dtype" } }, { "link": null, "localized_name": "patch_cublaslinear", "name": "patch_cublaslinear", "type": "BOOLEAN", "widget": { "name": "patch_cublaslinear" } }, { "link": null, "localized_name": "sage_attention", "name": "sage_attention", "type": "COMBO", "widget": { "name": "sage_attention" } }, { "link": null, "localized_name": "enable_fp16_accumulation", "name": "enable_fp16_accumulation", "type": "BOOLEAN", "widget": { "name": "enable_fp16_accumulation" } } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 144 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 310, 2750 ], "properties": { "Node name for S&R": "DiffusionModelLoaderKJ", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "b7646ad70a7daa7aeb919ca542274758d26ba2df" }, "size": [ 430, 270 ], "type": "DiffusionModelLoaderKJ", "widgets_values": [ "ltx-2.3-22b-dev_transformer_only_bf16.safetensors", "default", "bf16", false, "disabled", false ] }, { "flags": {}, "id": 14, "inputs": [ { "link": 326, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 327, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": 258, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } }, { "link": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT", "widget": { "name": "batch_size" } } ], "mode": 0, "order": 19, "outputs": [ { "links": [ 13 ], "localized_name": "LATENT", "name": "LATENT", "type": "LATENT" } ], "pos": [ 390, 3830 ], "properties": { "Node name for S&R": "EmptyLTXVLatentVideo", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 180 ], "type": "EmptyLTXVLatentVideo", "widgets_values": [ 768, 512, 81, 1 ] }, { "flags": {}, "id": 19, "inputs": [ { "link": 163, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 304, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 305, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": null, "localized_name": "cfg", "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" } } ], "mode": 0, "order": 22, "outputs": [ { "links": [ 161 ], "localized_name": "GUIDER", "name": "GUIDER", "type": "GUIDER" } ], "pos": [ 1100, 3830 ], "properties": { "Node name for S&R": "CFGGuider", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 130 ], "type": "CFGGuider", "widgets_values": [ 1 ] }, { "flags": {}, "id": 24, "inputs": [ { "link": 80, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 33, "localized_name": "vae", "name": "vae", "type": "VAE" } ], "mode": 0, "order": 24, "outputs": [ { "links": [ 376 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 1390, 3660 ], "properties": { "Node name for S&R": "VAEDecode", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 240, 80 ], "type": "VAEDecode", "widgets_values": [] }, { "flags": {}, "id": 5, "inputs": [ { "link": null, "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } }, { "link": null, "localized_name": "device", "name": "device", "type": "COMBO", "widget": { "name": "device" } }, { "link": null, "localized_name": "weight_dtype", "name": "weight_dtype", "type": "COMBO", "widget": { "name": "weight_dtype" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 10, 33 ], "localized_name": "VAE", "name": "VAE", "type": "VAE" } ], "pos": [ -200, 2750 ], "properties": { "Node name for S&R": "VAELoaderKJ", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "b7646ad70a7daa7aeb919ca542274758d26ba2df" }, "size": [ 440, 180 ], "type": "VAELoaderKJ", "widgets_values": [ "LTX23_video_vae_bf16.safetensors", "main_device", "bf16" ] }, { "flags": {}, "id": 4, "inputs": [ { "link": 334, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "lora_name", "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "link": null, "localized_name": "strength_model", "name": "strength_model", "type": "FLOAT", "widget": { "name": "strength_model" } } ], "mode": 0, "order": 14, "outputs": [ { "links": [ 162, 163 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 310, 3350 ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 430, 120 ], "type": "LoraLoaderModelOnly", "widgets_values": [ "ltx-2.3-22b-distilled-1.1_lora-dynamic_fro09_avg_rank_111_bf16.safetensors", 0.5 ] }, { "flags": { "collapsed": true }, "id": 80, "inputs": [ { "link": 303, "localized_name": "string1", "name": "string1", "shape": 7, "type": "STRING" }, { "link": 253, "localized_name": "string2", "name": "string2", "shape": 7, "type": "STRING" }, { "link": null, "localized_name": "delimiter", "name": "delimiter", "type": "STRING", "widget": { "name": "delimiter" } } ], "mode": 0, "order": 33, "outputs": [ { "links": [ 336 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ 90, 4020 ], "properties": { "Node name for S&R": "JoinStrings", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "b7646ad70a7daa7aeb919ca542274758d26ba2df" }, "size": [ 230, 60 ], "type": "JoinStrings", "widgets_values": [ " " ] }, { "flags": { "collapsed": false }, "id": 74, "inputs": [ { "link": 313, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 32, "outputs": [ { "links": [ 329, 330 ], "localized_name": "image", "name": "image", "type": "IMAGE" }, { "label": "1280 width", "links": [ 326, 331 ], "localized_name": "width", "name": "width", "type": "INT" }, { "label": "704 height", "links": [ 327, 332 ], "localized_name": "height", "name": "height", "type": "INT" }, { "label": "193 count", "links": [ 258 ], "localized_name": "count", "name": "count", "type": "INT" } ], "pos": [ -200, 3810 ], "properties": { "Node name for S&R": "GetImageSizeAndCount", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "b7646ad70a7daa7aeb919ca542274758d26ba2df" }, "size": [ 230, 150 ], "type": "GetImageSizeAndCount", "widgets_values": [] }, { "bgcolor": "#653", "color": "#432", "flags": {}, "id": 61, "inputs": [ { "link": null, "localized_name": "images", "name": "images", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO" }, { "link": 174, "localized_name": "video", "name": "video", "shape": 7, "type": "VIDEO" }, { "link": null, "localized_name": "files", "name": "files", "shape": 7, "type": "GEMINI_INPUT_FILES" }, { "link": null, "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" } }, { "link": null, "localized_name": "model", "name": "model", "type": "COMBO", "widget": { "name": "model" } }, { "link": null, "localized_name": "seed", "name": "seed", "type": "INT", "widget": { "name": "seed" } }, { "link": null, "localized_name": "system_prompt", "name": "system_prompt", "shape": 7, "type": "STRING", "widget": { "name": "system_prompt" } } ], "mode": 0, "order": 29, "outputs": [ { "links": [ 253 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -200, 4190 ], "properties": { "Node name for S&R": "GeminiNode", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "showAdvanced": false, "size": [ 530, 640 ], "type": "GeminiNode", "widgets_values": [ "Your task is to write an LTX 2.3 LoRA video prompt that describes the attached video, inferring a seamless morphing transition where the gray area is, using the following formula:\n\n[Action A] seamlessly transforms into [Action B]. \n[Subject A description] becomes [Subject B description]. \n[Setting A] shifts to [Setting B]. \n[Camera behavior across the transition]. \n[Lighting/mood continuity].\n\nHere is an example of what that might look like:\n\nA motocross rider performing a mid-air backflip seamlessly transforms into a man standing and holding a basketball. The upside-down rider on a dirt bike becomes a young man in a black t-shirt and white shorts. A mountainous landscape over a lake shifts to an outdoor urban basketball court with a city skyline. The camera holds steady through the morph, keeping the central figure framed. Soft evening daylight throughout, continuous and even.\n\nRETURN THE PROMPT ONLY", "gemini-3-1-flash-lite", 42, "fixed", "" ] }, { "flags": {}, "id": 10, "inputs": [ { "link": 5, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 6, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 381, "localized_name": "frame_rate", "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" } } ], "mode": 0, "order": 17, "outputs": [ { "links": [ 262 ], "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "links": [ 263 ], "localized_name": "negative", "name": "negative", "type": "CONDITIONING" } ], "pos": [ 390, 3660 ], "properties": { "Node name for S&R": "LTXVConditioning", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 110 ], "type": "LTXVConditioning", "widgets_values": [ 24 ] }, { "flags": { "collapsed": false }, "id": 63, "inputs": [ { "link": 329, "localized_name": "images", "name": "images", "type": "IMAGE" }, { "link": null, "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO" }, { "link": 380, "localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": { "name": "fps" } } ], "mode": 0, "order": 30, "outputs": [ { "links": [ 174 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ -200, 4010 ], "properties": { "Node name for S&R": "CreateVideo", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 110 ], "type": "CreateVideo", "widgets_values": [ 24 ] }, { "bgcolor": "#533", "color": "#322", "flags": { "collapsed": false }, "id": 9, "inputs": [ { "link": 53, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": null, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 6 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 100, 3850 ], "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 120 ], "type": "CLIPTextEncode", "widgets_values": [ "" ] }, { "flags": {}, "id": 13, "inputs": [ { "link": 262, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 263, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 10, "localized_name": "vae", "name": "vae", "type": "VAE" }, { "link": 13, "localized_name": "latent", "name": "latent", "type": "LATENT" }, { "link": 330, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "attention_mask", "name": "attention_mask", "shape": 7, "type": "MASK" }, { "link": null, "localized_name": "iclora_parameters", "name": "iclora_parameters", "shape": 7, "type": "IC_LORA_PARAMETERS" }, { "link": null, "localized_name": "frame_idx", "name": "frame_idx", "type": "INT", "widget": { "name": "frame_idx" } }, { "link": null, "localized_name": "strength", "name": "strength", "type": "FLOAT", "widget": { "name": "strength" } } ], "mode": 0, "order": 18, "outputs": [ { "links": [ 304, 306, 307 ], "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "links": [ 305 ], "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "links": [ 308 ], "localized_name": "latent", "name": "latent", "type": "LATENT" } ], "pos": [ 690, 3660 ], "properties": { "Node name for S&R": "LTXVAddGuide", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 280 ], "type": "LTXVAddGuide", "widgets_values": [ 0, 1 ] }, { "flags": {}, "id": 49, "inputs": [ { "link": 144, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "lora_name", "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "link": null, "localized_name": "strength_model", "name": "strength_model", "type": "FLOAT", "widget": { "name": "strength_model" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 334 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 310, 3110 ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 430, 150 ], "type": "LoraLoaderModelOnly", "widgets_values": [ "systms__SYSTMS-FLW-IC-LORA-LTX-23__SYSTMS_FLW_V1_LTX23.safetensors", 1 ] }, { "flags": {}, "id": 21, "inputs": [ { "link": 162, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "scheduler", "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" } }, { "link": null, "localized_name": "steps", "name": "steps", "type": "INT", "widget": { "name": "steps" } }, { "link": null, "localized_name": "denoise", "name": "denoise", "type": "FLOAT", "widget": { "name": "denoise" } } ], "mode": 0, "order": 15, "outputs": [ { "links": [ 224 ], "localized_name": "SIGMAS", "name": "SIGMAS", "type": "SIGMAS" } ], "pos": [ 1100, 4220 ], "properties": { "Node name for S&R": "BasicScheduler", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 230, 150 ], "type": "BasicScheduler", "widgets_values": [ "linear_quadratic", 8, 1 ] }, { "bgcolor": "#535", "color": "#323", "flags": {}, "id": 71, "inputs": [ { "link": 320, "localized_name": "start_image", "name": "start_image", "shape": 7, "type": "IMAGE" }, { "link": 310, "localized_name": "end_image", "name": "end_image", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "control_images", "name": "control_images", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "inpaint_mask", "name": "inpaint_mask", "shape": 7, "type": "MASK" }, { "link": 350, "localized_name": "num_frames", "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" } }, { "link": null, "localized_name": "empty_frame_level", "name": "empty_frame_level", "type": "FLOAT", "widget": { "name": "empty_frame_level" } }, { "link": null, "localized_name": "start_index", "name": "start_index", "shape": 7, "type": "INT", "widget": { "name": "start_index" } }, { "link": null, "localized_name": "end_index", "name": "end_index", "shape": 7, "type": "INT", "widget": { "name": "end_index" } } ], "mode": 0, "order": 31, "outputs": [ { "links": [ 313 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": null, "localized_name": "masks", "name": "masks", "type": "MASK" } ], "pos": [ -550, 3660 ], "properties": { "Node name for S&R": "WanVideoVACEStartToEndFrame", "cnr_id": "ComfyUI-WanVideoWrapper", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "df8f3e49daaad117cf3090cc916c83f3d001494c" }, "size": [ 280, 280 ], "type": "WanVideoVACEStartToEndFrame", "widgets_values": [ 205, 0.5, 0, -1 ] }, { "flags": {}, "id": 18, "inputs": [ { "link": null, "localized_name": "noise_seed", "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 19 ], "localized_name": "NOISE", "name": "NOISE", "type": "NOISE" } ], "pos": [ 990, 3660 ], "properties": { "Node name for S&R": "RandomNoise", "cnr_id": "comfy-core", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "0.19.3" }, "size": [ 340, 90 ], "type": "RandomNoise", "widgets_values": [ 240378926876440, "randomize" ] }, { "flags": {}, "id": 82, "inputs": [ { "link": 373, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "mask", "name": "mask", "shape": 7, "type": "MASK" }, { "link": 321, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 322, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": null, "localized_name": "upscale_method", "name": "upscale_method", "type": "COMBO", "widget": { "name": "upscale_method" } }, { "link": null, "localized_name": "keep_proportion", "name": "keep_proportion", "type": "COMBO", "widget": { "name": "keep_proportion" } }, { "link": null, "localized_name": "pad_color", "name": "pad_color", "type": "STRING", "widget": { "name": "pad_color" } }, { "link": null, "localized_name": "crop_position", "name": "crop_position", "type": "COMBO", "widget": { "name": "crop_position" } }, { "link": null, "localized_name": "divisible_by", "name": "divisible_by", "type": "INT", "widget": { "name": "divisible_by" } }, { "link": null, "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" } } ], "mode": 0, "order": 35, "outputs": [ { "links": [ 310 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [], "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "mask", "name": "mask", "type": "MASK" } ], "pos": [ -810, 3660 ], "properties": { "Node name for S&R": "ImageResizeKJv2", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "b7646ad70a7daa7aeb919ca542274758d26ba2df" }, "size": [ 230, 480 ], "type": "ImageResizeKJv2", "widgets_values": [ 512, 512, "lanczos", "crop", "0, 0, 0", "center", 32, "cpu" ] }, { "bgcolor": "#535", "color": "#323", "flags": {}, "id": 81, "inputs": [ { "link": 372, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "mask", "name": "mask", "shape": 7, "type": "MASK" }, { "link": null, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": null, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": null, "localized_name": "upscale_method", "name": "upscale_method", "type": "COMBO", "widget": { "name": "upscale_method" } }, { "link": null, "localized_name": "keep_proportion", "name": "keep_proportion", "type": "COMBO", "widget": { "name": "keep_proportion" } }, { "link": null, "localized_name": "pad_color", "name": "pad_color", "type": "STRING", "widget": { "name": "pad_color" } }, { "link": null, "localized_name": "crop_position", "name": "crop_position", "type": "COMBO", "widget": { "name": "crop_position" } }, { "link": null, "localized_name": "divisible_by", "name": "divisible_by", "type": "INT", "widget": { "name": "divisible_by" } }, { "link": null, "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" } } ], "mode": 0, "order": 34, "outputs": [ { "links": [ 320 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [ 321 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 322 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "mask", "name": "mask", "type": "MASK" } ], "pos": [ -1110, 3660 ], "properties": { "Node name for S&R": "ImageResizeKJv2", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.8", "widget_ue_connectable": {} }, "ver": "b7646ad70a7daa7aeb919ca542274758d26ba2df" }, "size": [ 230, 480 ], "type": "ImageResizeKJv2", "widgets_values": [ 1280, 0, "lanczos", "resize", "0, 0, 0", "center", 32, "cpu" ] }, { "flags": {}, "id": 86, "inputs": [ { "link": null, "localized_name": "value", "name": "value", "type": "STRING", "widget": { "name": "value" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 303 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -200, 3660 ], "properties": { "Node name for S&R": "PrimitiveString" }, "size": [ 230, 90 ], "type": "PrimitiveString", "widgets_values": [ "FLW," ] }, { "bgcolor": "#653", "color": "#432", "flags": {}, "id": 93, "inputs": [], "mode": 0, "order": 7, "outputs": [], "pos": [ -870, 2830 ], "properties": {}, "size": [ 610, 390 ], "title": "MODELS", "type": "Note", "widgets_values": [ "SYSTMS FLW transition LoRA:\nhttps://huggingface.co/systms/SYSTMS-FLW-IC-LORA-LTX-2.3\n\nLTX 2.3 22b transformer only (choice of quantizations):\nhttps://huggingface.co/Kijai/LTX2.3_comfy/tree/main/diffusion_models\n\nDistilled LoRA:\nhttps://huggingface.co/Kijai/LTX2.3_comfy/blob/main/loras/ltx-2.3-22b-distilled-1.1_lora-dynamic_fro09_avg_rank_111_bf16.safetensors\n\nVAE:\nhttps://huggingface.co/Kijai/LTX2.3_comfy/tree/main/vae\n\nLTX 2.3 Text Projection:\nhttps://huggingface.co/Kijai/LTX2.3_comfy/blob/main/text_encoders/ltx-2.3_text_projection_bf16.safetensors\n\nGemma 3 (choice of quantizations):\nhttps://huggingface.co/Comfy-Org/ltx-2/tree/main/split_files/text_encoders" ] }, { "flags": {}, "id": 96, "inputs": [ { "link": null, "localized_name": "audio", "name": "audio", "type": "COMBO", "widget": { "name": "audio" } }, { "link": null, "localized_name": "audioUI", "name": "audioUI", "type": "AUDIO_UI", "widget": { "name": "audioUI" } }, { "link": null, "localized_name": "choose file to upload", "name": "upload", "type": "AUDIOUPLOAD", "widget": { "name": "upload" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [ 338 ], "localized_name": "AUDIO", "name": "AUDIO", "type": "AUDIO" } ], "pos": [ 390, 4300 ], "properties": { "Node name for S&R": "LoadAudio" }, "size": [ 530, 160 ], "type": "LoadAudio", "widgets_values": [ "ddc03eca36d627c209d416a515328420b2b52411ac4108498843d0316a22bb8c.mp3", null, null ] }, { "flags": {}, "id": 98, "inputs": [ { "link": 338, "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "label": "Audio VAE", "link": 339, "localized_name": "audio_vae", "name": "audio_vae", "type": "VAE" } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 340 ], "localized_name": "Audio Latent", "name": "Audio Latent", "type": "LATENT" } ], "pos": [ 400, 4160 ], "properties": { "Node name for S&R": "LTXVAudioVAEEncode" }, "size": [ 230, 80 ], "type": "LTXVAudioVAEEncode", "widgets_values": [] }, { "flags": {}, "id": 107, "inputs": [ { "label": "a", "link": 363, "localized_name": "variables.a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN" }, { "label": "b", "link": 364, "localized_name": "variables.b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN" }, { "label": "c", "link": 383, "localized_name": "variables.c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN" }, { "label": "d", "link": null, "localized_name": "variables.d", "name": "variables.d", "shape": 7, "type": "INT,FLOAT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } }, { "link": null, "name": "a", "shape": 7, "type": "*" }, { "link": null, "name": "b", "shape": 7, "type": "*" } ], "mode": 0, "order": 36, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 350 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": [], "localized_name": "BOOLEAN", "name": "BOOLEAN", "type": "BOOLEAN" } ], "pos": [ -510, 4120 ], "properties": { "Node name for S&R": "SimpleCalculatorKJ", "cnr_id": "comfyui-kjnodes", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.5.1", "widget_ue_connectable": {} }, "ver": "ff79c7332d7ea4aa85097a88fb09359f28cb487e" }, "size": [ 230, 260 ], "title": "TOTAL FRAMES", "type": "SimpleCalculatorKJ", "widgets_values": [ "round((a + b + c - 1) / 8) * 8 + 1" ] }, { "flags": {}, "id": 109, "inputs": [ { "link": 370, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 37, "outputs": [ { "links": null, "localized_name": "width", "name": "width", "type": "INT" }, { "links": null, "localized_name": "height", "name": "height", "type": "INT" }, { "links": [ 363 ], "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -1230, 4200 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 230, 100 ], "type": "GetImageSize", "widgets_values": [] }, { "flags": {}, "id": 111, "inputs": [ { "link": 371, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 38, "outputs": [ { "links": null, "localized_name": "width", "name": "width", "type": "INT" }, { "links": null, "localized_name": "height", "name": "height", "type": "INT" }, { "links": [ 364 ], "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -1240, 4350 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 230, 100 ], "type": "GetImageSize", "widgets_values": [] }, { "flags": {}, "id": 120, "inputs": [ { "link": 368, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 39, "outputs": [ { "links": [ 370, 372 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": null, "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "links": null, "localized_name": "fps", "name": "fps", "type": "FLOAT" } ], "pos": [ -1650, 3660 ], "properties": { "Node name for S&R": "GetVideoComponents" }, "size": [ 230, 100 ], "type": "GetVideoComponents", "widgets_values": [] }, { "flags": {}, "id": 121, "inputs": [ { "link": 369, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 40, "outputs": [ { "links": [ 371, 373 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": null, "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "links": null, "localized_name": "fps", "name": "fps", "type": "FLOAT" } ], "pos": [ -1650, 3930 ], "properties": { "Node name for S&R": "GetVideoComponents" }, "size": [ 230, 100 ], "type": "GetVideoComponents", "widgets_values": [] }, { "flags": {}, "id": 122, "inputs": [ { "link": 376, "localized_name": "images", "name": "images", "type": "IMAGE" }, { "link": 377, "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO" }, { "link": 382, "localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": { "name": "fps" } } ], "mode": 0, "order": 41, "outputs": [ { "links": [ 378 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ 1800, 3970 ], "properties": { "Node name for S&R": "CreateVideo" }, "size": [ 270, 110 ], "type": "CreateVideo", "widgets_values": [ 24 ] }, { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 123, "inputs": [], "mode": 0, "order": 9, "outputs": [ { "links": [ 380, 381, 382 ], "name": "FLOAT", "type": "FLOAT", "widget": { "name": "fps" } } ], "pos": [ -550, 3990 ], "properties": { "Run widget replace on values": false }, "size": [ 280, 90 ], "title": "fps", "type": "PrimitiveNode", "widgets_values": [ 24, "fixed" ] }, { "flags": {}, "id": 125, "inputs": [ { "label": "transition_frames", "link": null, "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" } } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 383 ], "localized_name": "INT", "name": "INT", "type": "INT" } ], "pos": [ -860, 4360 ], "properties": { "Node name for S&R": "PrimitiveInt" }, "size": [ 270, 90 ], "title": "transition frames", "type": "PrimitiveInt", "widgets_values": [ 48, "fixed" ] } ], "outputNode": { "bounding": [ 2240, 3970, 128, 68 ], "id": -20 }, "outputs": [ { "id": "62a7f462-5a65-4ec2-b96b-5d0c1a8fc850", "linkIds": [ 378 ], "name": "VIDEO", "pos": [ 2264, 3994 ], "type": "VIDEO" } ], "revision": 0, "state": { "lastGroupId": 5, "lastLinkId": 392, "lastNodeId": 163, "lastRerouteId": 0 }, "version": 1, "widgets": [] } ] }, "extra": { "VHS_KeepIntermediate": true, "VHS_MetadataImage": true, "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "ds": { "offset": [ 3065.0183560171918, -2297.9101002865323 ], "scale": 0.6711538461538461 }, "frontendVersion": "1.44.18", "links_added_by_ue": [], "ue_links": [] }, "groups": [], "id": "f32ddecb-7b45-4118-ab04-b10002a0a491", "last_link_id": 392, "last_node_id": 163, "links": [ [ 374, 117, 0, 108, 0, "VIDEO" ], [ 375, 118, 0, 108, 1, "VIDEO" ], [ 379, 108, 0, 116, 0, "VIDEO" ] ], "nodes": [ { "flags": {}, "id": 108, "inputs": [ { "label": "video_1", "link": 374, "name": "video", "type": "VIDEO" }, { "label": "video_2", "link": 375, "name": "video_1", "type": "VIDEO" } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 379 ], "name": "VIDEO", "type": "VIDEO" } ], "pos": [ -2300, 2530 ], "properties": { "proxyWidgets": [ [ "81", "width" ], [ "81", "height" ], [ "125", "value" ], [ "123", "value" ], [ "18", "noise_seed" ], [ "1", "model_name" ], [ "49", "lora_name" ], [ "5", "vae_name" ] ] }, "size": [ 400, 470 ], "type": "63482e7d-23c9-4396-a7a2-cd4ca2316eac", "widgets_values": [] }, { "flags": {}, "id": 116, "inputs": [ { "link": 379, "localized_name": "video", "name": "video", "type": "VIDEO" }, { "link": null, "localized_name": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" } }, { "link": null, "localized_name": "format", "name": "format", "type": "COMBO", "widget": { "name": "format" } }, { "link": null, "localized_name": "codec", "name": "codec", "type": "COMBO", "widget": { "name": "codec" } } ], "mode": 0, "order": 4, "outputs": [], "pos": [ -1800, 2530 ], "properties": {}, "size": [ 530, 710 ], "type": "SaveVideo", "widgets_values": [ "video/ComfyUI", "auto", "auto" ] }, { "flags": {}, "id": 117, "inputs": [ { "link": null, "localized_name": "file", "name": "file", "type": "COMBO", "widget": { "name": "file" } }, { "link": null, "localized_name": "choose file to upload", "name": "upload", "type": "IMAGEUPLOAD", "widget": { "name": "upload" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 374 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ -2800, 2530 ], "properties": { "Node name for S&R": "LoadVideo" }, "size": [ 400, 510 ], "title": "Load Shot 1", "type": "LoadVideo", "widgets_values": [ "7c1b43d5af480f29a8b75424ae10700e7216a1649759ed03aab61be8ee1a845e.mp4", "image" ] }, { "flags": {}, "id": 118, "inputs": [ { "link": null, "localized_name": "file", "name": "file", "type": "COMBO", "widget": { "name": "file" } }, { "link": null, "localized_name": "choose file to upload", "name": "upload", "type": "IMAGEUPLOAD", "widget": { "name": "upload" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 375 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ -2800, 3130 ], "properties": { "Node name for S&R": "LoadVideo" }, "size": [ 400, 520 ], "title": "Load Shot 2", "type": "LoadVideo", "widgets_values": [ "ab49a07d4e1faaa0f1f1cc60e3ad1edef70bdd41da40d1c0a27b0620a2e52493.mp4", "image" ] }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 128, "inputs": [], "mode": 0, "order": 2, "outputs": [], "pos": [ -3420, 2530 ], "properties": {}, "size": [ 520, 870 ], "type": "MarkdownNote", "widgets_values": [ " # 📖 Quick Guide\n\n ### 🎬 Tips\n - 🐢 The inference will run across all of the frames, even if they're not transition frames, so bear that in mind when\n deciding the total frame number, as this will impact generation time, VRAM usage etc.\n - 🎞️ The LoRA works best when it has a good amount of frames to perform the transition. If the difference between CLIP\n A and CLIP B is large, then more frames may be needed to transition smoothly.\n - 🎯 For best results consider lining up your clips so that there are common factors in both clips, such as direction\n of travel, subject trajectory, prominent colors etc.\n \n ### 📐 Width / Height — only set the longest edge\n You only need to enter the pixel size of the **longest edge**. Leave the other at `0` and it auto-fills to keep the\n source aspect ratio.\n \n > 💡 Example: a 16:9 video with **width = 1280** and **height = 0** automatically resolves to **1280 × 704**.\n \n ### ⏱️ transition_frames\n `transition_frames` is the number of frames the LoRA uses to generate the transition.\n\n > 🎥 Example: **48 frames at 24 fps ≈ 2 seconds** of transition.\n \n ⚠️ The final **total** frame count may not be exactly what you set — it's rounded to the nearest valid `8n+1` value\n (1, 9, 17, 65, 121, 161, 241…):\n **`round((a + b + c − 1) / 8) * 8 + 1`**" ] } ], "revision": 0, "version": 0.4 }