diff --git a/example_workflows/FunPackRefinerV2_LTXV_ExampleWorkflow.json b/example_workflows/FunPackRefinerV2_LTXV_ExampleWorkflow.json deleted file mode 100644 index 8bfabe48..00000000 --- a/example_workflows/FunPackRefinerV2_LTXV_ExampleWorkflow.json +++ /dev/null @@ -1,5507 +0,0 @@ -{ - "id": "5dccf3d1-6e5e-41c1-8320-bbd2abb95ebf", - "revision": 0, - "last_node_id": 5239, - "last_link_id": 14498, - "nodes": [ - { - "id": 5145, - "type": "LTXFloatToInt", - "pos": [ - -3507.5079864668505, - 4000.1459627992567 - ], - "size": [ - 270, - 58 - ], - "flags": { - "collapsed": true - }, - "order": 12, - "mode": 0, - "inputs": [ - { - "name": "a", - "type": "FLOAT", - "widget": { - "name": "a" - }, - "link": 14066 - } - ], - "outputs": [ - { - "name": "INT", - "type": "INT", - "links": [ - 14067 - ] - } - ], - "properties": { - "cnr_id": "ComfyUI-LTXVideo", - "ver": "937831df0e5e1f707340b7e037a52e9d1196e3f8", - "Node name for S&R": "LTXFloatToInt", - "aux_id": "Lightricks/ComfyUI-LTXVideo" - }, - "widgets_values": [ - 0 - ] - }, - { - "id": 5167, - "type": "KSamplerSelect", - "pos": [ - -2379.7024494145626, - 4038.4023692469204 - ], - "size": [ - 270, - 58 - ], - "flags": {}, - "order": 0, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "SAMPLER", - "type": "SAMPLER", - "links": [] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "KSamplerSelect" - }, - "widgets_values": [ - "euler" - ] - }, - { - "id": 5168, - "type": "PreviewAny", - "pos": [ - -4385.226512535651, - 3084.645124512045 - ], - "size": [ - 289.4653455216139, - 343.798203293964 - ], - "flags": {}, - "order": 19, - "mode": 0, - "inputs": [ - { - "name": "source", - "type": "*", - "link": 14491 - } - ], - "outputs": [ - { - "name": "STRING", - "type": "STRING", - "links": null - } - ], - "title": "LoRA Loader Status", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.19.5", - "Node name for S&R": "PreviewAny" - }, - "widgets_values": [ - null, - null, - null - ], - "color": "#223", - "bgcolor": "#335" - }, - { - "id": 4845, - "type": "LTXVSeparateAVLatent", - "pos": [ - -2082.2045030891563, - 3494.440137743163 - ], - "size": [ - 271.2833312988281, - 46 - ], - "flags": {}, - "order": 29, - "mode": 0, - "inputs": [ - { - "name": "av_latent", - "type": "LATENT", - "link": 13890 - } - ], - "outputs": [ - { - "name": "video_latent", - "type": "LATENT", - "links": [ - 14298, - 14480 - ] - }, - { - "name": "audio_latent", - "type": "LATENT", - "links": [ - 13455, - 14302 - ] - } - ], - "title": "Separate Low Resolution AV Latent", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.10.0", - "Node name for S&R": "LTXVSeparateAVLatent" - }, - "widgets_values": [], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 5198, - "type": "LTXVSeparateAVLatent", - "pos": [ - -1221.5407165055633, - 3493.950687198729 - ], - "size": [ - 271.2833312988281, - 46 - ], - "flags": {}, - "order": 37, - "mode": 4, - "inputs": [ - { - "name": "av_latent", - "type": "LATENT", - "link": 14303 - } - ], - "outputs": [ - { - "name": "video_latent", - "type": "LATENT", - "links": [ - 14304 - ] - }, - { - "name": "audio_latent", - "type": "LATENT", - "links": [ - 14306 - ] - } - ], - "title": "Separate Low Resolution AV Latent", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.10.0", - "Node name for S&R": "LTXVSeparateAVLatent" - }, - "widgets_values": [], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 5199, - "type": "LTXVTiledVAEDecode", - "pos": [ - -1221.7380406345537, - 3583.402901335242 - ], - "size": [ - 269.8901736365534, - 198 - ], - "flags": {}, - "order": 38, - "mode": 4, - "inputs": [ - { - "name": "vae", - "type": "VAE", - "link": 14309 - }, - { - "name": "latents", - "type": "LATENT", - "link": 14304 - } - ], - "outputs": [ - { - "name": "image", - "type": "IMAGE", - "links": [ - 14305 - ] - } - ], - "properties": { - "cnr_id": "ComfyUI-LTXVideo", - "ver": "d43181d5723c1721692baef01d90cd1a825bba91", - "Node name for S&R": "LTXVTiledVAEDecode", - "aux_id": "Lightricks/ComfyUI-LTXVideo" - }, - "widgets_values": [ - 2, - 2, - 6, - true, - "auto", - "auto" - ], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 5232, - "type": "PreviewAny", - "pos": [ - -2689.132338933934, - 3099.5656012946883 - ], - "size": [ - 584.4302826165278, - 339.8875564758546 - ], - "flags": {}, - "order": 25, - "mode": 0, - "inputs": [ - { - "name": "source", - "type": "*", - "link": 14476 - } - ], - "outputs": [ - { - "name": "STRING", - "type": "STRING", - "links": null - } - ], - "title": "Status", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.19.5", - "Node name for S&R": "PreviewAny" - }, - "widgets_values": [ - null, - null, - null - ] - }, - { - "id": 5147, - "type": "LTXVConditioning", - "pos": [ - -2690.0767793685, - 3603.753930143112 - ], - "size": [ - 296.9524603795917, - 79.1230191824834 - ], - "flags": {}, - "order": 27, - "mode": 0, - "inputs": [ - { - "name": "positive", - "type": "CONDITIONING", - "link": 14473 - }, - { - "name": "negative", - "type": "CONDITIONING", - "link": 14459 - }, - { - "name": "frame_rate", - "type": "FLOAT", - "widget": { - "name": "frame_rate" - }, - "link": 14088 - } - ], - "outputs": [ - { - "name": "positive", - "type": "CONDITIONING", - "links": [ - 14278, - 14317 - ] - }, - { - "name": "negative", - "type": "CONDITIONING", - "links": [ - 14279, - 14318 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.19.5", - "Node name for S&R": "LTXVConditioning" - }, - "widgets_values": [ - 25 - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5200, - "type": "LTXVAudioVAEDecode", - "pos": [ - -1219.95377743797, - 3828.1861660025484 - ], - "size": [ - 269.4217902135765, - 47.123019182483404 - ], - "flags": {}, - "order": 39, - "mode": 4, - "inputs": [ - { - "name": "samples", - "type": "LATENT", - "link": 14306 - }, - { - "name": "audio_vae", - "type": "VAE", - "link": 14308 - } - ], - "outputs": [ - { - "name": "Audio", - "type": "AUDIO", - "links": [ - 14450 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.64", - "Node name for S&R": "LTXVAudioVAEDecode" - }, - "widgets_values": [], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 5197, - "type": "VHS_VideoCombine", - "pos": [ - -925.8829794510538, - 3495.653727369115 - ], - "size": [ - 250, - 310 - ], - "flags": {}, - "order": 41, - "mode": 4, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 14305 - }, - { - "name": "audio", - "shape": 7, - "type": "AUDIO", - "link": 14451 - }, - { - "name": "meta_batch", - "shape": 7, - "type": "VHS_BatchManager", - "link": null - }, - { - "name": "vae", - "shape": 7, - "type": "VAE", - "link": null - }, - { - "name": "frame_rate", - "type": "FLOAT", - "widget": { - "name": "frame_rate" - }, - "link": 14331 - } - ], - "outputs": [ - { - "name": "Filenames", - "type": "VHS_FILENAMES", - "links": null - } - ], - "title": "Result", - "properties": { - "cnr_id": "comfyui-videohelpersuite", - "ver": "2984ec4c4b93292421888f38db74a5e8802a8ff8", - "Node name for S&R": "VHS_VideoCombine", - "aux_id": "Kosinkadink/ComfyUI-VideoHelperSuite" - }, - "widgets_values": { - "frame_rate": 8, - "loop_count": 0, - "filename_prefix": "result_%date:MM-dd_hh-mm%", - "format": "video/h265-mp4", - "pix_fmt": "yuv420p", - "crf": 20, - "save_metadata": true, - "pingpong": false, - "save_output": false, - "videopreview": { - "hidden": false, - "paused": false, - "params": { - "filename": "result_05-07_21-59_00001-audio.mp4", - "subfolder": "", - "type": "temp", - "format": "video/h265-mp4", - "frame_rate": 30, - "workflow": "result_05-07_21-59_00001.png", - "fullpath": "/workspace/ComfyUI/temp/result_05-07_21-59_00001-audio.mp4" - } - } - }, - "color": "#222", - "bgcolor": "#000" - }, - { - "id": 5234, - "type": "NormalizeAudioLoudness", - "pos": [ - -1217.0220967914534, - 3916.996295875656 - ], - "size": [ - 277.5000061035156, - 58 - ], - "flags": {}, - "order": 40, - "mode": 4, - "inputs": [ - { - "name": "audio", - "type": "AUDIO", - "link": 14450 - } - ], - "outputs": [ - { - "name": "audio", - "type": "AUDIO", - "links": [ - 14451 - ] - } - ], - "properties": { - "aux_id": "Kijai/ComfyUI-WanVideoWrapper", - "ver": "d18cdb18597f525ef8d613a0cb447080fbab8fce", - "Node name for S&R": "NormalizeAudioLoudness" - }, - "widgets_values": [ - -22 - ] - }, - { - "id": 5193, - "type": "SamplerCustom", - "pos": [ - -1521.9587592427224, - 3493.3602963822873 - ], - "size": [ - 280, - 644.9638554216867 - ], - "flags": {}, - "order": 36, - "mode": 4, - "inputs": [ - { - "name": "model", - "type": "MODEL", - "link": 14422 - }, - { - "name": "positive", - "type": "CONDITIONING", - "link": 14317 - }, - { - "name": "negative", - "type": "CONDITIONING", - "link": 14318 - }, - { - "name": "sampler", - "type": "SAMPLER", - "link": 14482 - }, - { - "name": "sigmas", - "type": "SIGMAS", - "link": 14483 - }, - { - "name": "latent_image", - "type": "LATENT", - "link": 14297 - } - ], - "outputs": [ - { - "name": "output", - "type": "LATENT", - "links": [ - 14303 - ] - }, - { - "name": "denoised_output", - "type": "LATENT", - "links": null - } - ], - "title": "Sampler", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.19.3", - "Node name for S&R": "SamplerCustom" - }, - "widgets_values": [ - true, - 1038396381436726, - "randomize", - 1 - ], - "color": "#233", - "bgcolor": "#355" - }, - { - "id": 4989, - "type": "PrimitiveFloat", - "pos": [ - -4047.3468830331485, - 4162.766074101198 - ], - "size": [ - 503.47815868041744, - 77.73054862088065 - ], - "flags": {}, - "order": 1, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "FLOAT", - "type": "FLOAT", - "links": [ - 13450, - 14066, - 14070, - 14088, - 14331 - ] - } - ], - "title": "fps", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.16.0", - "Node name for S&R": "PrimitiveFloat" - }, - "widgets_values": [ - 30 - ], - "color": "#222", - "bgcolor": "#000" - }, - { - "id": 5177, - "type": "PreviewAny", - "pos": [ - -3504.032993175745, - 3095.0195440692464 - ], - "size": [ - 313.15375440166144, - 337.14574394977444 - ], - "flags": {}, - "order": 16, - "mode": 0, - "inputs": [ - { - "name": "source", - "type": "*", - "link": 14282 - } - ], - "outputs": [ - { - "name": "STRING", - "type": "STRING", - "links": [ - 14274 - ] - } - ], - "title": "Enhanced Prompt Preview", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "PreviewAny" - }, - "widgets_values": [ - null, - null, - null - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5020, - "type": "LTXVTiledVAEDecode", - "pos": [ - -2081.4899836490504, - 3582.7175410147156 - ], - "size": [ - 269.8901736365534, - 198 - ], - "flags": {}, - "order": 31, - "mode": 0, - "inputs": [ - { - "name": "vae", - "type": "VAE", - "link": 14055 - }, - { - "name": "latents", - "type": "LATENT", - "link": 14480 - } - ], - "outputs": [ - { - "name": "image", - "type": "IMAGE", - "links": [ - 14011 - ] - } - ], - "properties": { - "cnr_id": "ComfyUI-LTXVideo", - "ver": "d43181d5723c1721692baef01d90cd1a825bba91", - "Node name for S&R": "LTXVTiledVAEDecode", - "aux_id": "Lightricks/ComfyUI-LTXVideo" - }, - "widgets_values": [ - 2, - 2, - 6, - true, - "auto", - "auto" - ], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 5021, - "type": "LTXVAudioVAEDecode", - "pos": [ - -2074.5265803528687, - 3824.172664222329 - ], - "size": [ - 269.4217902135765, - 47.123019182483404 - ], - "flags": {}, - "order": 32, - "mode": 0, - "inputs": [ - { - "name": "samples", - "type": "LATENT", - "link": 13455 - }, - { - "name": "audio_vae", - "type": "VAE", - "link": 14051 - } - ], - "outputs": [ - { - "name": "Audio", - "type": "AUDIO", - "links": [ - 14285 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.64", - "Node name for S&R": "LTXVAudioVAEDecode" - }, - "widgets_values": [], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 4528, - "type": "LTXVConcatAVLatent", - "pos": [ - -2692.1168150539725, - 3722.796257377105 - ], - "size": [ - 295.20239189803476, - 47.12301918248295 - ], - "flags": {}, - "order": 23, - "mode": 0, - "inputs": [ - { - "name": "video_latent", - "type": "LATENT", - "link": 14460 - }, - { - "name": "audio_latent", - "type": "LATENT", - "link": 14064 - } - ], - "outputs": [ - { - "name": "latent", - "type": "LATENT", - "links": [ - 13963 - ] - } - ], - "title": "Concat Refined Video + Audio Latents", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.10.0", - "Node name for S&R": "LTXVConcatAVLatent" - }, - "widgets_values": [], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 5192, - "type": "LTXVLatentUpsampler", - "pos": [ - -2076.478741406815, - 3914.429910567344 - ], - "size": [ - 275.48004914142155, - 71.78799059939456 - ], - "flags": {}, - "order": 30, - "mode": 0, - "inputs": [ - { - "name": "samples", - "type": "LATENT", - "link": 14298 - }, - { - "name": "upscale_model", - "type": "LATENT_UPSCALE_MODEL", - "link": 14301 - }, - { - "name": "vae", - "type": "VAE", - "link": 14300 - } - ], - "outputs": [ - { - "name": "LATENT", - "type": "LATENT", - "links": [ - 14323 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "LTXVLatentUpsampler" - }, - "widgets_values": [], - "color": "#232", - "bgcolor": "#353" - }, - { - "id": 5195, - "type": "LTXVConcatAVLatent", - "pos": [ - -2072.854396167023, - 4027.514441996872 - ], - "size": [ - 291.79999389648435, - 47.84435512229766 - ], - "flags": {}, - "order": 35, - "mode": 0, - "inputs": [ - { - "name": "video_latent", - "type": "LATENT", - "link": 14324 - }, - { - "name": "audio_latent", - "type": "LATENT", - "link": 14302 - } - ], - "outputs": [ - { - "name": "latent", - "type": "LATENT", - "links": [ - 14297 - ] - } - ], - "title": "Concat Refined Video + Audio Latents", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.10.0", - "Node name for S&R": "LTXVConcatAVLatent" - }, - "widgets_values": [], - "color": "#323", - "bgcolor": "#535" - }, - { - "id": 5205, - "type": "LTXVImgToVideoInplace", - "pos": [ - -1524.2420723511418, - 4178.461731638713 - ], - "size": [ - 280.36925823128377, - 127.59106100617828 - ], - "flags": {}, - "order": 33, - "mode": 0, - "inputs": [ - { - "name": "vae", - "type": "VAE", - "link": 14325 - }, - { - "name": "image", - "type": "IMAGE", - "link": 14326 - }, - { - "name": "latent", - "type": "LATENT", - "link": 14323 - } - ], - "outputs": [ - { - "name": "latent", - "type": "LATENT", - "links": [ - 14324 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.7.0", - "Node name for S&R": "LTXVImgToVideoInplace", - "ue_properties": { - "widget_ue_connectable": {}, - "version": "7.5.2", - "input_ue_unconnectable": {} - } - }, - "widgets_values": [ - 1, - false - ], - "color": "#232", - "bgcolor": "#353" - }, - { - "id": 4988, - "type": "PrimitiveInt", - "pos": [ - -4048.390415681659, - 4032.18209467316 - ], - "size": [ - 506.76658345056376, - 85.28842477014678 - ], - "flags": {}, - "order": 2, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "INT", - "type": "INT", - "links": [ - 14059 - ] - } - ], - "title": "number of frames", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.16.0", - "Node name for S&R": "PrimitiveInt" - }, - "widgets_values": [ - 465, - "fixed" - ], - "color": "#222", - "bgcolor": "#000" - }, - { - "id": 5201, - "type": "FunPackHybridEuler2SSampler", - "pos": [ - -2088.410916070577, - 4114.3963480347475 - ], - "size": [ - 297.63680812038353, - 366 - ], - "flags": {}, - "order": 14, - "mode": 0, - "inputs": [ - { - "name": "sigmas", - "shape": 7, - "type": "SIGMAS", - "link": 14315 - } - ], - "outputs": [ - { - "name": "sampler", - "type": "SAMPLER", - "links": [] - }, - { - "name": "sigmas", - "type": "SIGMAS", - "links": [] - } - ], - "properties": { - "cnr_id": "funpack", - "ver": "d4aeeff055572d958f46a4e428f5dfaa4f4f4254", - "Node name for S&R": "FunPackHybridEuler2SSampler", - "aux_id": "digital-garbage/ComfyUI-FunPack" - }, - "widgets_values": [ - 1, - 1, - 1, - 0.7, - "off", - 0.75, - 6, - 0.2, - 0.85 - ], - "color": "#233", - "bgcolor": "#355" - }, - { - "id": 5050, - "type": "ManualSigmas", - "pos": [ - -2688.654376071476, - 3492.407535659919 - ], - "size": [ - 297.7618766359765, - 71.64421238507339 - ], - "flags": {}, - "order": 3, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "SIGMAS", - "type": "SIGMAS", - "links": [ - 14469 - ] - } - ], - "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" - ], - "color": "#233", - "bgcolor": "#355" - }, - { - "id": 5144, - "type": "2d968b7e-61e9-49f7-a0a5-bb17386fa820", - "pos": [ - -4050.509757988798, - 3782.8259458113293 - ], - "size": [ - 508.9639946472771, - 210 - ], - "flags": {}, - "order": 20, - "mode": 0, - "inputs": [ - { - "name": "length", - "type": "INT", - "widget": { - "name": "length" - }, - "link": 14059 - }, - { - "name": "vae", - "type": "VAE", - "link": 14060 - }, - { - "name": "audio_vae", - "type": "VAE", - "link": 14061 - }, - { - "name": "image", - "type": "IMAGE,MASK", - "link": 14062 - }, - { - "name": "frame_rate", - "type": "INT", - "widget": { - "name": "frame_rate" - }, - "link": 14067 - } - ], - "outputs": [ - { - "label": "video_latent", - "name": "latent", - "type": "LATENT", - "links": [ - 14460 - ] - }, - { - "label": "audio_latent", - "name": "Latent", - "type": "LATENT", - "links": [ - 14064 - ] - }, - { - "name": "output_image", - "type": "IMAGE", - "links": [ - 14326 - ] - }, - { - "name": "LATENT", - "type": "LATENT", - "links": [ - 14348 - ] - }, - { - "label": "plain_black", - "name": "output", - "type": "IMAGE", - "links": [] - } - ], - "properties": { - "proxyWidgets": [ - [ - "3059", - "length" - ], - [ - "3980", - "frame_rate" - ], - [ - "5031", - "target_width" - ], - [ - "5031", - "target_height" - ] - ], - "cnr_id": "comfy-core", - "ver": "0.19.5" - }, - "widgets_values": [], - "color": "#232", - "bgcolor": "#353" - }, - { - "id": 5101, - "type": "SamplerCustom", - "pos": [ - -2376.173833228616, - 3494.807541019537 - ], - "size": [ - 280, - 644.9638554216867 - ], - "flags": {}, - "order": 28, - "mode": 0, - "inputs": [ - { - "name": "model", - "type": "MODEL", - "link": 14421 - }, - { - "name": "positive", - "type": "CONDITIONING", - "link": 14278 - }, - { - "name": "negative", - "type": "CONDITIONING", - "link": 14279 - }, - { - "name": "sampler", - "type": "SAMPLER", - "link": 14486 - }, - { - "name": "sigmas", - "type": "SIGMAS", - "link": 14487 - }, - { - "name": "latent_image", - "type": "LATENT", - "link": 13963 - } - ], - "outputs": [ - { - "name": "output", - "type": "LATENT", - "links": [ - 13890 - ] - }, - { - "name": "denoised_output", - "type": "LATENT", - "links": null - } - ], - "title": "Sampler", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.19.3", - "Node name for S&R": "SamplerCustom" - }, - "widgets_values": [ - true, - 408211233755525, - "randomize", - 1 - ], - "color": "#233", - "bgcolor": "#355" - }, - { - "id": 5096, - "type": "FunPackHybridEuler2SSampler", - "pos": [ - -2692.7617900563005, - 3820.895095468243 - ], - "size": [ - 295.06974613407635, - 272.5589436984151 - ], - "flags": {}, - "order": 13, - "mode": 0, - "inputs": [ - { - "name": "sigmas", - "shape": 7, - "type": "SIGMAS", - "link": 14469 - } - ], - "outputs": [ - { - "name": "sampler", - "type": "SAMPLER", - "links": [ - 14486 - ] - }, - { - "name": "sigmas", - "type": "SIGMAS", - "links": [ - 14487 - ] - } - ], - "properties": { - "cnr_id": "funpack", - "ver": "d4aeeff055572d958f46a4e428f5dfaa4f4f4254", - "Node name for S&R": "FunPackHybridEuler2SSampler", - "aux_id": "digital-garbage/ComfyUI-FunPack" - }, - "widgets_values": [ - 0, - 1.65, - 0.7, - 0.5, - "off", - 0.5, - 3, - 0.2, - 1 - ], - "color": "#233", - "bgcolor": "#355" - }, - { - "id": 5146, - "type": "953c68b0-c00f-4e16-ab59-39af7ce32097", - "pos": [ - -3501.053962071962, - 3484.3459461593543 - ], - "size": [ - 311.20648872536776, - 475.57454540880417 - ], - "flags": {}, - "order": 24, - "mode": 0, - "inputs": [ - { - "label": "positive_conditioning", - "name": "positive", - "type": "CONDITIONING", - "link": null - }, - { - "name": "frame_rate", - "type": "FLOAT", - "link": 14070 - }, - { - "name": "clip", - "type": "CLIP", - "link": 14071 - }, - { - "name": "model", - "type": "MODEL", - "link": 14427 - }, - { - "name": "vae", - "type": "VAE", - "link": 14073 - }, - { - "label": "positive_prompt", - "name": "text", - "type": "STRING", - "widget": { - "name": "text" - }, - "link": 14274 - }, - { - "name": "latent", - "type": "LATENT", - "link": 14348 - } - ], - "outputs": [ - { - "name": "positive", - "type": "CONDITIONING", - "links": [] - }, - { - "name": "negative", - "type": "CONDITIONING", - "links": [ - 14459 - ] - }, - { - "name": "model", - "type": "MODEL", - "links": [ - 14421, - 14422 - ] - } - ], - "properties": { - "proxyWidgets": [ - [ - "2483", - "text" - ] - ], - "cnr_id": "comfy-core", - "ver": "0.19.5" - }, - "widgets_values": [], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5229, - "type": "LTX2_NAG", - "pos": [ - -4049.362811312737, - 3096.7926698211413 - ], - "size": [ - 502.1137448018944, - 171.12950727397492 - ], - "flags": {}, - "order": 21, - "mode": 0, - "inputs": [ - { - "name": "model", - "type": "MODEL", - "link": 14426 - }, - { - "name": "nag_cond_video", - "shape": 7, - "type": "CONDITIONING", - "link": null - }, - { - "name": "nag_cond_audio", - "shape": 7, - "type": "CONDITIONING", - "link": null - } - ], - "outputs": [ - { - "name": "model", - "type": "MODEL", - "links": [ - 14427 - ] - } - ], - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "9c3255f39cd2ea0ebf94a2016af4bd2e5d6eb91b", - "Node name for S&R": "LTX2_NAG" - }, - "widgets_values": [ - 11, - 0.275, - 2.35, - false - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5202, - "type": "ManualSigmas", - "pos": [ - -2386.3426826100235, - 4403.410245834443 - ], - "size": [ - 286.5405142205909, - 70.24154208314985 - ], - "flags": {}, - "order": 4, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "SIGMAS", - "type": "SIGMAS", - "links": [ - 14315, - 14483 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.14.1", - "Node name for S&R": "ManualSigmas" - }, - "widgets_values": [ - "0.909375, 0.725, 0.421875, 0.0" - ], - "color": "#233", - "bgcolor": "#355" - }, - { - "id": 5196, - "type": "LatentUpscaleModelLoader", - "pos": [ - -2385.64321264596, - 4297.699280929902 - ], - "size": [ - 285.1080109057697, - 63.260013632212576 - ], - "flags": {}, - "order": 5, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "LATENT_UPSCALE_MODEL", - "type": "LATENT_UPSCALE_MODEL", - "links": [ - 14301 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "LatentUpscaleModelLoader" - }, - "widgets_values": [ - "ltx2_spatial_upscaler.safetensors" - ], - "color": "#223", - "bgcolor": "#335" - }, - { - "id": 5170, - "type": "KSamplerSelect", - "pos": [ - -2388.0095897749534, - 4194.947968470283 - ], - "size": [ - 286.83204362307833, - 63.61068120769323 - ], - "flags": {}, - "order": 6, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "SAMPLER", - "type": "SAMPLER", - "links": [ - 14482 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "KSamplerSelect" - }, - "widgets_values": [ - "euler_ancestral_cfg_pp" - ], - "color": "#233", - "bgcolor": "#355" - }, - { - "id": 5153, - "type": "PreviewAny", - "pos": [ - -2082.4801016069136, - 3102.538429670107 - ], - "size": [ - 839.175670995261, - 342.8519370213312 - ], - "flags": {}, - "order": 26, - "mode": 0, - "inputs": [ - { - "name": "source", - "type": "*", - "link": 14477 - } - ], - "outputs": [ - { - "name": "STRING", - "type": "STRING", - "links": null - } - ], - "title": "Training Info", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.19.5", - "Node name for S&R": "PreviewAny" - }, - "widgets_values": [ - null, - null, - null - ] - }, - { - "id": 5019, - "type": "VHS_VideoCombine", - "pos": [ - -1783.626263907655, - 3493.952642031969 - ], - "size": [ - 250, - 310 - ], - "flags": {}, - "order": 34, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 14011 - }, - { - "name": "audio", - "shape": 7, - "type": "AUDIO", - "link": 14285 - }, - { - "name": "meta_batch", - "shape": 7, - "type": "VHS_BatchManager", - "link": null - }, - { - "name": "vae", - "shape": 7, - "type": "VAE", - "link": null - }, - { - "name": "frame_rate", - "type": "FLOAT", - "widget": { - "name": "frame_rate" - }, - "link": 13450 - } - ], - "outputs": [ - { - "name": "Filenames", - "type": "VHS_FILENAMES", - "links": null - } - ], - "title": "Result", - "properties": { - "cnr_id": "comfyui-videohelpersuite", - "ver": "2984ec4c4b93292421888f38db74a5e8802a8ff8", - "Node name for S&R": "VHS_VideoCombine", - "aux_id": "Kosinkadink/ComfyUI-VideoHelperSuite" - }, - "widgets_values": { - "frame_rate": 8, - "loop_count": 0, - "filename_prefix": "result_%date:MM-dd_hh-mm-ss%", - "format": "video/h265-mp4", - "pix_fmt": "yuv420p", - "crf": 20, - "save_metadata": true, - "pingpong": false, - "save_output": false, - "videopreview": { - "hidden": false, - "paused": false, - "params": { - "filename": "result_05-08_19-22-27_00001-audio.mp4", - "subfolder": "", - "type": "temp", - "format": "video/h265-mp4", - "frame_rate": 30, - "workflow": "result_05-08_19-22-27_00001.png", - "fullpath": "/workspace/ComfyUI/temp/result_05-08_19-22-27_00001-audio.mp4" - } - } - }, - "color": "#222", - "bgcolor": "#000" - }, - { - "id": 2004, - "type": "LoadImage", - "pos": [ - -4386.235372913527, - 4036.898594725194 - ], - "size": [ - 280, - 315 - ], - "flags": {}, - "order": 7, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "IMAGE", - "type": "IMAGE", - "links": [ - 11002, - 14062, - 14280 - ] - }, - { - "name": "MASK", - "type": "MASK", - "links": [] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.56", - "Node name for S&R": "LoadImage" - }, - "widgets_values": [ - "HHuFYC9bEAAd4f9.jpg", - "image" - ], - "color": "#232", - "bgcolor": "#353" - }, - { - "id": 5188, - "type": "c758fc63-b71c-43f2-b085-ded32443f756", - "pos": [ - -4049.591349938611, - 3313.186716870688 - ], - "size": [ - 505.0919753788826, - 121.53832647689296 - ], - "flags": { - "collapsed": false - }, - "order": 15, - "mode": 0, - "inputs": [ - { - "name": "image", - "type": "IMAGE", - "link": 14280 - }, - { - "name": "prompt", - "type": "STRING", - "widget": { - "name": "prompt" - }, - "link": 14281 - } - ], - "outputs": [ - { - "name": "generated_text", - "type": "STRING", - "links": [ - 14282, - 14474, - 14492 - ] - } - ], - "properties": { - "proxyWidgets": [ - [ - "5215", - "prompt" - ], - [ - "5185", - "seed" - ] - ], - "cnr_id": "comfy-core", - "ver": "0.20.1" - }, - "widgets_values": [], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5238, - "type": "FunPackApplyLoraWeights", - "pos": [ - -4862.610875119302, - 3471.8420845911883 - ], - "size": [ - 434.32223485180293, - 474 - ], - "flags": {}, - "order": 17, - "mode": 0, - "inputs": [ - { - "name": "refinement_key_input", - "shape": 7, - "type": "STRING", - "link": null - }, - { - "name": "positive_prompt", - "type": "STRING", - "widget": { - "name": "positive_prompt" - }, - "link": 14492 - }, - { - "name": "refinement_key", - "type": "STRING", - "widget": { - "name": "refinement_key" - }, - "link": 14497 - } - ], - "outputs": [ - { - "name": "lora_stack", - "type": "FUNPACK_LORA_STACK", - "links": [ - 14489, - 14490 - ] - }, - { - "name": "status", - "type": "STRING", - "links": [ - 14491 - ] - } - ], - "properties": { - "cnr_id": "ComfyUI-FunPack", - "ver": "02e89ebd36208f6f5c0d7780f89f7dcdc040b1f1", - "Node name for S&R": "FunPackApplyLoraWeights" - }, - "widgets_values": [ - "", - "my_style_v1", - "ltx2", - true, - "[]", - {}, - { - "on": true, - "lora": "None", - "type": "general", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "action", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "style", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "quality", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "character", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "general", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "action", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "style", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "quality", - "strength": 1 - }, - { - "on": true, - "lora": "None", - "type": "character", - "strength": 1 - }, - "" - ] - }, - { - "id": 5150, - "type": "MarkdownNote", - "pos": [ - -4874.5803841744955, - 4030.3082654487844 - ], - "size": [ - 457.2957979656867, - 322.28010914237484 - ], - "flags": {}, - "order": 8, - "mode": 0, - "inputs": [], - "outputs": [], - "properties": {}, - "widgets_values": [ - "This is an example workflow, finetuned for LTX2.3 video model, using FunPack nodes to enhance and correct the results, tweaking them according to user's preferences.\n\nVideo Refiner V2 node learns from your ratings and feedback to provide the best result much more consistently than a base model does.\n\nThis workflow DOES NOT make model learn concepts it were never aware of. It only finetunes conditioning to match what YOU like as user, however it can't introduce knowledge that was never a part of a model.\n\nThis example workflow is actively using subgraphs to compact the space it takes, providing much more neat and clear workspace.\n\nIf you have any feedback or you found a bug or you have problems with using my nodes, feel free to file an issue on Github:\n\nhttps://github.com/digital-garbage/ComfyUI-FunPack\n\nPlease make sure you are reporting issues while using \"main\" branch of the repo. Issues with \"dev\" branch will not be reviewed unless they are critical bugs, breaking workflow fully." - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5149, - "type": "MarkdownNote", - "pos": [ - -3162.082761220368, - 4004.8511204429938 - ], - "size": [ - 442.2702587922827, - 287.96370570528234 - ], - "flags": {}, - "order": 9, - "mode": 0, - "inputs": [], - "outputs": [], - "properties": {}, - "widgets_values": [ - "Refiner V2 Quick Guide\n\nFunPack Video Refiner V2 is a prompt memory node. It takes your positive prompt, encodes it through the connected CLIP, remembers how you rated the previous output, and slowly learns which actions, camera moves, details, quality cues, and style cues work for your workflows.\n\nIt does not look at the finished video pixels. It does not magically know what is inside your input image. It does not replace clear prompting. In image-to-video, it now treats character appearance, clothing, subject identity, and background as image-owned by default, so it should not inject old remembered outfits or characters into a new image unless you explicitly prompt them.\n\nHow To Use It\n\n Add FunPack Video Refiner V2 before your sampler where positive conditioning is encoded.\n Connect your CLIP.\n Type a refinement_key, or use FunPack Refinement Key Loader and connect its output into refinement_key_input.\n First run only seeds memory. Generate once, look at the result, then rate that result on the next run with the same key.\n Use Perfect when the output is good and should be remembered.\n Use Missing action when the requested motion did not happen.\n Use Missing details when small non-identity details are weak, like smoke, reflections, particles, hand contact, object interaction, or secondary motion.\n Use Missing quality when the idea is right but the result is messy or ugly.\n Use Wrong action, Wrong details, or Wrong details + action when the video looks usable but did the wrong thing.\n Use Wrong appearance when Refiner/Lucky brought in unwanted clothing, face, body, character, subject, or background memory.\n Use -Just forget it- for broken runs, bad seeds, workflow mistakes, model failures, or anything you do not want learned.\n\nLucky Mode\n\nI'm Feeling Lucky composes a prompt from learned memory. It is useful when you want the node to suggest motion, camera, detail, quality, or style ideas from previous liked outputs.\n\nLucky should not auto-add remembered outfits, character traits, subjects, or backgrounds anymore. If you want an appearance item, write it directly in the prompt.\nExamples\n\nIf your prompt says person smoking and exhaling smoke but the video only shows a puff with no exhale, rate Missing details or Missing action, depending on what matters most. This teaches the key that smoke/exhale matters in that prompt context, without globally banning smoking.\n\nIf you liked white tights in older prompts but your new input image is only a portrait face, and Lucky tries to bring tights into the scene, rate Wrong appearance. That tells Refiner to suppress that appearance memory from auto-injection while still allowing white tights when you explicitly type it.\n\nIf the camera should push in, orbit, pan, or change framing and it stays static, rate Missing action or Wrong action. Camera movement belongs to the action/camera side of memory, so it remains safe for repair and Lucky.\nKey Loader\n\nUse FunPack Refinement Key Loader when you want a reusable key dropdown or want to move keys between workflows/machines. Its Import and Export buttons save/load the key as JSON. Connect the loader to both Refiner V2 and FunPack Apply LoRA Weights so LoRA suggestions and prompt memory use the same key." - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5237, - "type": "FunPackVideoRefinerV2", - "pos": [ - -3163.670871437389, - 3484.6075129967685 - ], - "size": [ - 450.56804065586994, - 475.2209928759157 - ], - "flags": {}, - "order": 22, - "mode": 0, - "inputs": [ - { - "name": "clip", - "type": "CLIP", - "link": 14472 - }, - { - "name": "lora_stack", - "shape": 7, - "type": "FUNPACK_LORA_STACK", - "link": 14490 - }, - { - "name": "refinement_key_input", - "shape": 7, - "type": "STRING", - "link": 14494 - }, - { - "name": "positive_prompt", - "type": "STRING", - "widget": { - "name": "positive_prompt" - }, - "link": 14474 - }, - { - "name": "user_intent_prompt", - "shape": 7, - "type": "STRING", - "widget": { - "name": "user_intent_prompt" - }, - "link": 14496 - } - ], - "outputs": [ - { - "name": "modified_positive", - "type": "CONDITIONING", - "links": [ - 14473 - ] - }, - { - "name": "status", - "type": "STRING", - "links": [ - 14476 - ] - }, - { - "name": "training_info", - "type": "STRING", - "links": [ - 14477 - ] - }, - { - "name": "loss_graph", - "type": "IMAGE", - "links": null - } - ], - "properties": { - "cnr_id": "ComfyUI-FunPack", - "ver": "e4c65fc2e2dca771e15e0b0f0c20044212870a05", - "Node name for S&R": "FunPackVideoRefinerV2" - }, - "widgets_values": [ - "", - "Wrong details", - 1, - "randomize", - false, - false, - false - ] - }, - { - "id": 5012, - "type": "PrimitiveStringMultiline", - "pos": [ - -4055.4304375982783, - 3481.1266355613766 - ], - "size": [ - 520, - 260 - ], - "flags": { - "collapsed": false - }, - "order": 10, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "STRING", - "type": "STRING", - "links": [ - 14281, - 14496 - ] - } - ], - "title": "Positive Prompt", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.18.2", - "Node name for S&R": "PrimitiveStringMultiline" - }, - "widgets_values": [ - "Put your original prompt that will be enhanced with prompt enhancer here, or disable the enhancer and connect this to \"positive_prompt\" input of Refiner." - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5239, - "type": "FunPackRefinementKeyLoader", - "pos": [ - -3505.5938785840517, - 4049.7856350297743 - ], - "size": [ - 314.7000030517578, - 204 - ], - "flags": {}, - "order": 11, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "refinement_key", - "type": "STRING", - "links": [ - 14494, - 14497 - ] - }, - { - "name": "status", - "type": "STRING", - "links": null - } - ], - "properties": { - "cnr_id": "ComfyUI-FunPack", - "ver": "b5a875a2609e21f19c08e5951e72af2db220cb5c", - "Node name for S&R": "FunPackRefinementKeyLoader" - }, - "widgets_values": [ - "ltx23_example", - "", - true, - "", - "", - "" - ] - }, - { - "id": 5143, - "type": "4a0d1ad0-44c5-466f-8153-4ad264f785ab", - "pos": [ - -4387.679665836049, - 3474.1287636541992 - ], - "size": [ - 279.2243457043487, - 513.7727601710899 - ], - "flags": {}, - "order": 18, - "mode": 0, - "inputs": [ - { - "name": "lora_stack", - "type": "FUNPACK_LORA_STACK", - "link": 14489 - } - ], - "outputs": [ - { - "label": "audio_vae", - "name": "VAE", - "type": "VAE", - "links": [ - 14051, - 14061, - 14308 - ] - }, - { - "label": "fast_vae", - "name": "VAE_1", - "type": "VAE", - "links": [ - 14073 - ] - }, - { - "name": "lora_stack", - "type": "FUNPACK_LORA_STACK", - "links": [] - }, - { - "label": "video_vae", - "name": "VAE_2", - "type": "VAE", - "links": [ - 14055, - 14060, - 14300, - 14309, - 14325 - ] - }, - { - "label": "LTXV_model", - "name": "model", - "type": "MODEL", - "links": [ - 14426 - ] - }, - { - "name": "CLIP", - "type": "CLIP", - "links": [ - 14071, - 14472 - ] - }, - { - "name": "latent_downscale_factor", - "type": "FLOAT", - "links": [] - }, - { - "label": "lora_loader_status", - "name": "status", - "type": "STRING", - "links": [] - } - ], - "properties": { - "proxyWidgets": [], - "cnr_id": "comfy-core", - "ver": "0.19.5" - }, - "widgets_values": [], - "color": "#223", - "bgcolor": "#335" - } - ], - "links": [ - [ - 11002, - 2004, - 0, - 2653, - 0, - "IMAGE" - ], - [ - 13450, - 4989, - 0, - 5019, - 4, - "FLOAT" - ], - [ - 13455, - 4845, - 1, - 5021, - 0, - "LATENT" - ], - [ - 13890, - 5101, - 0, - 4845, - 0, - "LATENT" - ], - [ - 13963, - 4528, - 0, - 5101, - 5, - "LATENT" - ], - [ - 14011, - 5020, - 0, - 5019, - 0, - "IMAGE" - ], - [ - 14051, - 5143, - 0, - 5021, - 1, - "VAE" - ], - [ - 14055, - 5143, - 3, - 5020, - 0, - "VAE" - ], - [ - 14059, - 4988, - 0, - 5144, - 0, - "INT" - ], - [ - 14060, - 5143, - 3, - 5144, - 1, - "VAE" - ], - [ - 14061, - 5143, - 0, - 5144, - 2, - "VAE" - ], - [ - 14062, - 2004, - 0, - 5144, - 3, - "IMAGE" - ], - [ - 14064, - 5144, - 1, - 4528, - 1, - "LATENT" - ], - [ - 14066, - 4989, - 0, - 5145, - 0, - "FLOAT" - ], - [ - 14067, - 5145, - 0, - 5144, - 4, - "INT" - ], - [ - 14070, - 4989, - 0, - 5146, - 1, - "FLOAT" - ], - [ - 14071, - 5143, - 5, - 5146, - 2, - "CLIP" - ], - [ - 14073, - 5143, - 1, - 5146, - 4, - "VAE" - ], - [ - 14088, - 4989, - 0, - 5147, - 2, - "FLOAT" - ], - [ - 14274, - 5177, - 0, - 5146, - 5, - "STRING" - ], - [ - 14278, - 5147, - 0, - 5101, - 1, - "CONDITIONING" - ], - [ - 14279, - 5147, - 1, - 5101, - 2, - "CONDITIONING" - ], - [ - 14280, - 2004, - 0, - 5188, - 0, - "IMAGE" - ], - [ - 14281, - 5012, - 0, - 5188, - 1, - "STRING" - ], - [ - 14282, - 5188, - 0, - 5177, - 0, - "STRING" - ], - [ - 14285, - 5021, - 0, - 5019, - 1, - "AUDIO" - ], - [ - 14297, - 5195, - 0, - 5193, - 5, - "LATENT" - ], - [ - 14298, - 4845, - 0, - 5192, - 0, - "LATENT" - ], - [ - 14300, - 5143, - 3, - 5192, - 2, - "VAE" - ], - [ - 14301, - 5196, - 0, - 5192, - 1, - "LATENT_UPSCALE_MODEL" - ], - [ - 14302, - 4845, - 1, - 5195, - 1, - "LATENT" - ], - [ - 14303, - 5193, - 0, - 5198, - 0, - "LATENT" - ], - [ - 14304, - 5198, - 0, - 5199, - 1, - "LATENT" - ], - [ - 14305, - 5199, - 0, - 5197, - 0, - "IMAGE" - ], - [ - 14306, - 5198, - 1, - 5200, - 0, - "LATENT" - ], - [ - 14308, - 5143, - 0, - 5200, - 1, - "VAE" - ], - [ - 14309, - 5143, - 3, - 5199, - 0, - "VAE" - ], - [ - 14315, - 5202, - 0, - 5201, - 0, - "SIGMAS" - ], - [ - 14317, - 5147, - 0, - 5193, - 1, - "CONDITIONING" - ], - [ - 14318, - 5147, - 1, - 5193, - 2, - "CONDITIONING" - ], - [ - 14323, - 5192, - 0, - 5205, - 2, - "LATENT" - ], - [ - 14324, - 5205, - 0, - 5195, - 0, - "LATENT" - ], - [ - 14325, - 5143, - 3, - 5205, - 0, - "VAE" - ], - [ - 14326, - 5144, - 2, - 5205, - 1, - "IMAGE" - ], - [ - 14331, - 4989, - 0, - 5197, - 4, - "FLOAT" - ], - [ - 14348, - 5144, - 3, - 5146, - 6, - "LATENT" - ], - [ - 14421, - 5146, - 2, - 5101, - 0, - "MODEL" - ], - [ - 14422, - 5146, - 2, - 5193, - 0, - "MODEL" - ], - [ - 14426, - 5143, - 4, - 5229, - 0, - "MODEL" - ], - [ - 14427, - 5229, - 0, - 5146, - 3, - "MODEL" - ], - [ - 14450, - 5200, - 0, - 5234, - 0, - "AUDIO" - ], - [ - 14451, - 5234, - 0, - 5197, - 1, - "AUDIO" - ], - [ - 14459, - 5146, - 1, - 5147, - 1, - "CONDITIONING" - ], - [ - 14460, - 5144, - 0, - 4528, - 0, - "LATENT" - ], - [ - 14469, - 5050, - 0, - 5096, - 0, - "SIGMAS" - ], - [ - 14472, - 5143, - 5, - 5237, - 0, - "CLIP" - ], - [ - 14473, - 5237, - 0, - 5147, - 0, - "CONDITIONING" - ], - [ - 14474, - 5188, - 0, - 5237, - 3, - "STRING" - ], - [ - 14476, - 5237, - 1, - 5232, - 0, - "STRING" - ], - [ - 14477, - 5237, - 2, - 5153, - 0, - "STRING" - ], - [ - 14480, - 4845, - 0, - 5020, - 1, - "LATENT" - ], - [ - 14482, - 5170, - 0, - 5193, - 3, - "SAMPLER" - ], - [ - 14483, - 5202, - 0, - 5193, - 4, - "SIGMAS" - ], - [ - 14486, - 5096, - 0, - 5101, - 3, - "SAMPLER" - ], - [ - 14487, - 5096, - 1, - 5101, - 4, - "SIGMAS" - ], - [ - 14489, - 5238, - 0, - 5143, - 0, - "FUNPACK_LORA_STACK" - ], - [ - 14490, - 5238, - 0, - 5237, - 1, - "FUNPACK_LORA_STACK" - ], - [ - 14491, - 5238, - 1, - 5168, - 0, - "STRING" - ], - [ - 14492, - 5188, - 0, - 5238, - 1, - "STRING" - ], - [ - 14494, - 5239, - 0, - 5237, - 2, - "STRING" - ], - [ - 14496, - 5012, - 0, - 5237, - 4, - "STRING" - ], - [ - 14497, - 5239, - 0, - 5238, - 2, - "STRING" - ] - ], - "groups": [], - "definitions": { - "subgraphs": [ - { - "id": "4a0d1ad0-44c5-466f-8153-4ad264f785ab", - "version": 1, - "state": { - "lastGroupId": 151, - "lastNodeId": 5239, - "lastLinkId": 14498, - "lastRerouteId": 57 - }, - "revision": 0, - "config": {}, - "name": "Model Loaders", - "inputNode": { - "id": -10, - "bounding": [ - -4325.009559761858, - 4005.266954142581, - 120, - 60 - ] - }, - "outputNode": { - "id": -20, - "bounding": [ - -3434.4839648526677, - 3955.266954142581, - 176.96665954589844, - 200 - ] - }, - "inputs": [ - { - "id": "d0987976-3ded-4b5e-8cbb-bf7a8f81e33a", - "name": "lora_stack", - "type": "FUNPACK_LORA_STACK", - "linkIds": [ - 14026 - ], - "localized_name": "lora_stack", - "pos": [ - -4225.009559761858, - 4025.266954142581 - ] - } - ], - "outputs": [ - { - "id": "5698eb50-25b5-43c3-bc6d-5ae6ed37cc69", - "name": "VAE", - "type": "VAE", - "linkIds": [ - 13426, - 13426 - ], - "localized_name": "VAE", - "label": "audio_vae", - "pos": [ - -3414.4839648526677, - 3975.266954142581 - ] - }, - { - "id": "93aec5ab-7fdc-4e97-8030-9b93ccb135f7", - "name": "VAE_1", - "type": "VAE", - "linkIds": [ - 14032 - ], - "localized_name": "VAE_1", - "label": "fast_vae", - "pos": [ - -3414.4839648526677, - 3995.266954142581 - ] - }, - { - "id": "23e2004b-5760-4651-9808-e4759172761e", - "name": "lora_stack", - "type": "FUNPACK_LORA_STACK", - "linkIds": [ - 13861 - ], - "localized_name": "lora_stack", - "pos": [ - -3414.4839648526677, - 4015.266954142581 - ] - }, - { - "id": "c70376ed-0ba0-4de8-8c69-d0b2e0f98c94", - "name": "VAE_2", - "type": "VAE", - "linkIds": [ - 13428, - 13428 - ], - "localized_name": "VAE_2", - "label": "video_vae", - "pos": [ - -3414.4839648526677, - 4035.266954142581 - ] - }, - { - "id": "d7031e7e-1171-43c2-9dd4-b1ea12834bbc", - "name": "model", - "type": "MODEL", - "linkIds": [ - 14418 - ], - "localized_name": "model", - "label": "LTXV_model", - "pos": [ - -3414.4839648526677, - 4055.266954142581 - ] - }, - { - "id": "3024b60b-1ea8-474c-91cd-85317f7a67a3", - "name": "CLIP", - "type": "CLIP", - "linkIds": [ - 13435, - 13435 - ], - "localized_name": "CLIP", - "pos": [ - -3414.4839648526677, - 4075.266954142581 - ] - }, - { - "id": "b5fb5099-9092-44f9-bacc-690a2860aa29", - "name": "latent_downscale_factor", - "type": "FLOAT", - "linkIds": [], - "pos": [ - -3414.4839648526677, - 4095.266954142581 - ] - }, - { - "id": "cfe9f2c2-261d-43b8-8591-00161f7bd393", - "name": "status", - "type": "STRING", - "linkIds": [ - 14188 - ], - "label": "lora_loader_status", - "pos": [ - -3414.4839648526677, - 4115.266954142581 - ] - } - ], - "widgets": [], - "nodes": [ - { - "id": 5104, - "type": "FunPackLoraLoader", - "pos": [ - -3840.6243036178707, - 3669.1897293353245 - ], - "size": [ - 230, - 90 - ], - "flags": {}, - "order": 5, - "mode": 0, - "inputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "link": 13916 - }, - { - "localized_name": "lora_stack", - "name": "lora_stack", - "type": "FUNPACK_LORA_STACK", - "link": 14026 - }, - { - "localized_name": "clip", - "name": "clip", - "shape": 7, - "type": "CLIP", - "link": null - } - ], - "outputs": [ - { - "localized_name": "MODEL", - "name": "MODEL", - "type": "MODEL", - "links": [ - 14320 - ] - }, - { - "localized_name": "CLIP", - "name": "CLIP", - "type": "CLIP", - "links": null - }, - { - "localized_name": "lora_stack", - "name": "lora_stack", - "type": "FUNPACK_LORA_STACK", - "links": [ - 13861 - ] - }, - { - "localized_name": "status", - "name": "status", - "type": "STRING", - "links": [ - 14188 - ] - } - ], - "properties": { - "cnr_id": "ComfyUI-FunPack", - "ver": "707e27279e2be733a5d787496742848bc745c258", - "Node name for S&R": "FunPackLoraLoader", - "aux_id": "digital-garbage/ComfyUI-FunPack" - }, - "widgets_values": [] - }, - { - "id": 5004, - "type": "VAELoaderKJ", - "pos": [ - -4142.837082457477, - 3661.3251095596834 - ], - "size": [ - 270, - 106 - ], - "flags": {}, - "order": 0, - "mode": 0, - "inputs": [], - "outputs": [ - { - "localized_name": "VAE", - "name": "VAE", - "type": "VAE", - "links": [ - 13428 - ] - } - ], - "title": "Load Video VAE", - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "52807058a17532dd3d03f2143fb4c52beab5f936", - "Node name for S&R": "VAELoaderKJ", - "aux_id": "kijai/ComfyUI-KJNodes" - }, - "widgets_values": [ - "ltx2_video_vae.safetensors", - "main_device", - "fp32" - ] - }, - { - "id": 5003, - "type": "VAELoaderKJ", - "pos": [ - -4145.009559761858, - 3815.5795641379827 - ], - "size": [ - 270, - 106 - ], - "flags": {}, - "order": 1, - "mode": 0, - "inputs": [], - "outputs": [ - { - "localized_name": "VAE", - "name": "VAE", - "type": "VAE", - "links": [ - 13426 - ] - } - ], - "title": "Load Audio VAE", - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "52807058a17532dd3d03f2143fb4c52beab5f936", - "Node name for S&R": "VAELoaderKJ", - "aux_id": "kijai/ComfyUI-KJNodes" - }, - "widgets_values": [ - "ltx2_audio_vae.safetensors", - "main_device", - "fp32" - ] - }, - { - "id": 5017, - "type": "VAELoaderKJ", - "pos": [ - -4143.886540579375, - 3967.8256025029505 - ], - "size": [ - 270, - 106 - ], - "flags": {}, - "order": 2, - "mode": 0, - "inputs": [], - "outputs": [ - { - "localized_name": "VAE", - "name": "VAE", - "type": "VAE", - "links": [ - 14032 - ] - } - ], - "title": "Load Preview VAE", - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "52807058a17532dd3d03f2143fb4c52beab5f936", - "Node name for S&R": "VAELoaderKJ", - "aux_id": "kijai/ComfyUI-KJNodes" - }, - "widgets_values": [ - "taeltx2_3.safetensors", - "main_device", - "fp32" - ] - }, - { - "id": 5006, - "type": "DualCLIPLoader", - "pos": [ - -3835.5303844223104, - 3814.768391164597 - ], - "size": [ - 270, - 130 - ], - "flags": {}, - "order": 3, - "mode": 0, - "inputs": [], - "outputs": [ - { - "localized_name": "CLIP", - "name": "CLIP", - "type": "CLIP", - "links": [ - 13435 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.18.2", - "Node name for S&R": "DualCLIPLoader" - }, - "widgets_values": [ - "gemma.safetensors", - "ltx2_embeddings_connector.safetensors", - "ltxv", - "default" - ] - }, - { - "id": 5002, - "type": "DiffusionModelLoaderKJ", - "pos": [ - -4141.903414758422, - 4121.852190133855 - ], - "size": [ - 312.06666564941406, - 178 - ], - "flags": {}, - "order": 4, - "mode": 0, - "inputs": [ - { - "localized_name": "extra_state_dict", - "name": "extra_state_dict", - "shape": 7, - "type": "STRING", - "link": null - } - ], - "outputs": [ - { - "localized_name": "MODEL", - "name": "MODEL", - "type": "MODEL", - "links": [ - 13916 - ] - } - ], - "title": "Load LTX-2.3 Diffusion Model", - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "52807058a17532dd3d03f2143fb4c52beab5f936", - "Node name for S&R": "DiffusionModelLoaderKJ", - "aux_id": "kijai/ComfyUI-KJNodes" - }, - "widgets_values": [ - "ltx2.safetensors", - "bf16", - "bf16", - false, - "disabled", - false - ] - }, - { - "id": 5204, - "type": "LTX2LoraLoaderAdvanced", - "pos": [ - -3821.7206559166707, - 4361.663434778751 - ], - "size": [ - 293.59999694824216, - 242 - ], - "flags": {}, - "order": 7, - "mode": 0, - "inputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "link": 14401 - }, - { - "localized_name": "opt_lora_path", - "name": "opt_lora_path", - "shape": 7, - "type": "STRING", - "link": null - }, - { - "localized_name": "blocks", - "name": "blocks", - "shape": 7, - "type": "SELECTEDDITBLOCKS", - "link": null - } - ], - "outputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "links": [ - 14498 - ] - }, - { - "localized_name": "rank", - "name": "rank", - "type": "STRING", - "links": null - }, - { - "localized_name": "loaded_keys_info", - "name": "loaded_keys_info", - "type": "STRING", - "links": null - } - ], - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "eeb2ae222c1bddce91506f22a6a5110964a42ce4", - "Node name for S&R": "LTX2LoraLoaderAdvanced" - }, - "widgets_values": [ - "distilled_72.safetensors", - 0.75, - 0, - 1, - 1, - 1, - 1 - ] - }, - { - "id": 5203, - "type": "LTX2LoraLoaderAdvanced", - "pos": [ - -4137.706720274676, - 4359.203995818316 - ], - "size": [ - 293.59999694824216, - 242 - ], - "flags": {}, - "order": 6, - "mode": 0, - "inputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "link": 14320 - }, - { - "localized_name": "opt_lora_path", - "name": "opt_lora_path", - "shape": 7, - "type": "STRING", - "link": null - }, - { - "localized_name": "blocks", - "name": "blocks", - "shape": 7, - "type": "SELECTEDDITBLOCKS", - "link": null - } - ], - "outputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "links": [ - 14401 - ] - }, - { - "localized_name": "rank", - "name": "rank", - "type": "STRING", - "links": null - }, - { - "localized_name": "loaded_keys_info", - "name": "loaded_keys_info", - "type": "STRING", - "links": null - } - ], - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "eeb2ae222c1bddce91506f22a6a5110964a42ce4", - "Node name for S&R": "LTX2LoraLoaderAdvanced" - }, - "widgets_values": [ - "distilled_72.safetensors", - 0.48, - 1, - 0, - 0, - 0, - 1 - ] - }, - { - "id": 5225, - "type": "FunPackContextTransitionWindows", - "pos": [ - -3499.400882804922, - 4203.790940060165 - ], - "size": [ - 346.26666870117185, - 394 - ], - "flags": {}, - "order": 8, - "mode": 4, - "inputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "link": 14498 - } - ], - "outputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "links": [ - 14418 - ] - } - ], - "properties": { - "cnr_id": "ComfyUI-FunPack", - "ver": "ace940fed3f7f2724f784b8d3165871a4e027281", - "Node name for S&R": "FunPackContextTransitionWindows" - }, - "widgets_values": [ - "balanced", - 241, - 73, - "standard_uniform", - "overlap-linear", - 0, - 0, - 4, - 0.2, - 1, - 1, - false, - true, - "", - false - ] - } - ], - "groups": [], - "links": [ - { - "id": 13916, - "origin_id": 5002, - "origin_slot": 0, - "target_id": 5104, - "target_slot": 0, - "type": "MODEL" - }, - { - "id": 14026, - "origin_id": -10, - "origin_slot": 0, - "target_id": 5104, - "target_slot": 1, - "type": "FUNPACK_LORA_STACK" - }, - { - "id": 13426, - "origin_id": 5003, - "origin_slot": 0, - "target_id": -20, - "target_slot": 0, - "type": "VAE" - }, - { - "id": 14032, - "origin_id": 5017, - "origin_slot": 0, - "target_id": -20, - "target_slot": 1, - "type": "VAE" - }, - { - "id": 13861, - "origin_id": 5104, - "origin_slot": 2, - "target_id": -20, - "target_slot": 2, - "type": "FUNPACK_LORA_STACK" - }, - { - "id": 13428, - "origin_id": 5004, - "origin_slot": 0, - "target_id": -20, - "target_slot": 3, - "type": "VAE" - }, - { - "id": 13435, - "origin_id": 5006, - "origin_slot": 0, - "target_id": -20, - "target_slot": 5, - "type": "CLIP" - }, - { - "id": 14188, - "origin_id": 5104, - "origin_slot": 3, - "target_id": -20, - "target_slot": 7, - "type": "STRING" - }, - { - "id": 14320, - "origin_id": 5104, - "origin_slot": 0, - "target_id": 5203, - "target_slot": 0, - "type": "MODEL" - }, - { - "id": 14401, - "origin_id": 5203, - "origin_slot": 0, - "target_id": 5204, - "target_slot": 0, - "type": "MODEL" - }, - { - "id": 14418, - "origin_id": 5225, - "origin_slot": 0, - "target_id": -20, - "target_slot": 4, - "type": "MODEL" - }, - { - "id": 14498, - "origin_id": 5204, - "origin_slot": 0, - "target_id": 5225, - "target_slot": 0, - "type": "MODEL" - } - ], - "extra": {} - }, - { - "id": "2d968b7e-61e9-49f7-a0a5-bb17386fa820", - "version": 1, - "state": { - "lastGroupId": 151, - "lastNodeId": 5239, - "lastLinkId": 14498, - "lastRerouteId": 57 - }, - "revision": 0, - "config": {}, - "name": "Image Processing", - "inputNode": { - "id": -10, - "bounding": [ - -4230.013931822186, - 4280.664648566482, - 120, - 180 - ] - }, - "outputNode": { - "id": -20, - "bounding": [ - -3392.3462803758225, - 4300.664648566482, - 120, - 140 - ] - }, - "inputs": [ - { - "id": "0cd8eafb-4599-4caf-8fc4-30f63acf3cd8", - "name": "length", - "type": "INT", - "linkIds": [ - 13389, - 13390 - ], - "localized_name": "length", - "pos": [ - -4130.013931822186, - 4300.664648566482 - ] - }, - { - "id": "45f7e533-25b2-4795-acd6-5dc96f4e70d5", - "name": "vae", - "type": "VAE", - "linkIds": [ - 14054, - 14327, - 14351 - ], - "localized_name": "vae", - "pos": [ - -4130.013931822186, - 4320.664648566482 - ] - }, - { - "id": "e7b3fa68-1694-4761-a92b-f9cf55c8b0d7", - "name": "audio_vae", - "type": "VAE", - "linkIds": [ - 14050 - ], - "localized_name": "audio_vae", - "pos": [ - -4130.013931822186, - 4340.664648566482 - ] - }, - { - "id": "5a5c6f1b-489a-4eff-95cc-ee5d159310eb", - "name": "image", - "type": "IMAGE,MASK", - "linkIds": [ - 13474 - ], - "localized_name": "image", - "pos": [ - -4130.013931822186, - 4360.664648566482 - ] - }, - { - "id": "9b785d25-1e6c-4255-bb3c-97aaf621afe2", - "name": "frame_rate", - "type": "INT", - "linkIds": [ - 14065 - ], - "pos": [ - -4130.013931822186, - 4380.664648566482 - ] - }, - { - "id": "6db1bac4-138a-4b8b-90bf-3961f84d84a3", - "name": "target_width", - "type": "INT", - "linkIds": [ - 14081, - 14389 - ], - "pos": [ - -4130.013931822186, - 4400.664648566482 - ] - }, - { - "id": "0cd2e965-8222-4162-b16f-d204a10034f4", - "name": "target_height", - "type": "INT", - "linkIds": [ - 14082, - 14390 - ], - "pos": [ - -4130.013931822186, - 4420.664648566482 - ] - } - ], - "outputs": [ - { - "id": "42905067-8a71-4026-b386-cdbcbbf428d6", - "name": "latent", - "type": "LATENT", - "linkIds": [ - 14353 - ], - "localized_name": "latent", - "label": "video_latent", - "pos": [ - -3372.3462803758225, - 4320.664648566482 - ] - }, - { - "id": "832cd750-af0e-4127-b7e0-9e7d87efa173", - "name": "Latent", - "type": "LATENT", - "linkIds": [ - 13696 - ], - "localized_name": "Latent", - "label": "audio_latent", - "pos": [ - -3372.3462803758225, - 4340.664648566482 - ] - }, - { - "id": "70c112e1-3f52-4d3e-bff3-43133fe0f5a9", - "name": "output_image", - "type": "IMAGE", - "linkIds": [ - 14149 - ], - "pos": [ - -3372.3462803758225, - 4360.664648566482 - ] - }, - { - "id": "75faa65c-faad-46bc-bf59-05203952150a", - "name": "LATENT", - "type": "LATENT", - "linkIds": [ - 14349 - ], - "pos": [ - -3372.3462803758225, - 4380.664648566482 - ] - }, - { - "id": "136987d9-e5df-4234-88a8-f34dcf46a64c", - "name": "output", - "type": "IMAGE", - "linkIds": [ - 14391 - ], - "label": "plain_black", - "pos": [ - -3372.3462803758225, - 4400.664648566482 - ] - } - ], - "widgets": [], - "nodes": [ - { - "id": 3980, - "type": "LTXVEmptyLatentAudio", - "pos": [ - -3752.2385283541353, - 4421.631082925247 - ], - "size": [ - 305.8394470214844, - 106 - ], - "flags": { - "collapsed": false - }, - "order": 4, - "mode": 0, - "inputs": [ - { - "localized_name": "audio_vae", - "name": "audio_vae", - "type": "VAE", - "link": 14050 - }, - { - "localized_name": "frames_number", - "name": "frames_number", - "type": "INT", - "widget": { - "name": "frames_number" - }, - "link": 13390 - }, - { - "localized_name": "frame_rate", - "name": "frame_rate", - "type": "INT", - "widget": { - "name": "frame_rate" - }, - "link": 14065 - } - ], - "outputs": [ - { - "localized_name": "Latent", - "name": "Latent", - "type": "LATENT", - "links": [ - 13696 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.64", - "Node name for S&R": "LTXVEmptyLatentAudio" - }, - "widgets_values": [ - 121, - 25, - 1 - ] - }, - { - "id": 3059, - "type": "EmptyLTXVLatentVideo", - "pos": [ - -4054.604251439193, - 4362.302545732084 - ], - "size": [ - 210, - 194 - ], - "flags": {}, - "order": 1, - "mode": 0, - "inputs": [ - { - "localized_name": "width", - "name": "width", - "type": "INT", - "widget": { - "name": "width" - }, - "link": 13478 - }, - { - "localized_name": "height", - "name": "height", - "type": "INT", - "widget": { - "name": "height" - }, - "link": 13479 - }, - { - "localized_name": "length", - "name": "length", - "type": "INT", - "widget": { - "name": "length" - }, - "link": 13389 - } - ], - "outputs": [ - { - "localized_name": "LATENT", - "name": "LATENT", - "type": "LATENT", - "links": [ - 11401, - 14329 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.43", - "Node name for S&R": "EmptyLTXVLatentVideo" - }, - "widgets_values": [ - 512, - 768, - 121, - 1 - ] - }, - { - "id": 5212, - "type": "VAEEncode", - "pos": [ - -3395.061084351483, - 4221.605231546082 - ], - "size": [ - 140, - 46 - ], - "flags": {}, - "order": 7, - "mode": 0, - "inputs": [ - { - "localized_name": "pixels", - "name": "pixels", - "type": "IMAGE", - "link": 14350 - }, - { - "localized_name": "vae", - "name": "vae", - "type": "VAE", - "link": 14351 - } - ], - "outputs": [ - { - "localized_name": "LATENT", - "name": "LATENT", - "type": "LATENT", - "links": [ - 14349 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "VAEEncode" - }, - "widgets_values": [] - }, - { - "id": 5220, - "type": "LoadImage", - "pos": [ - -4052.9158842937736, - 4610.945426788913 - ], - "size": [ - 282.7333297729492, - 314 - ], - "flags": {}, - "order": 0, - "mode": 4, - "inputs": [], - "outputs": [ - { - "localized_name": "IMAGE", - "name": "IMAGE", - "type": "IMAGE", - "links": [ - 14388 - ] - }, - { - "localized_name": "MASK", - "name": "MASK", - "type": "MASK", - "links": null - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "LoadImage" - }, - "widgets_values": [ - "plain-black-mobile-background-uya4pitjl3vdmatx-1490018872.jpg", - "image" - ] - }, - { - "id": 5219, - "type": "ImageTransformKJ", - "pos": [ - -3749.590944998398, - 4574.8080683828575 - ], - "size": [ - 462, - 261 - ], - "flags": { - "collapsed": true - }, - "order": 8, - "mode": 0, - "inputs": [ - { - "localized_name": "image", - "name": "image", - "type": "IMAGE,MASK", - "link": 14388 - }, - { - "localized_name": "mask", - "name": "mask", - "shape": 7, - "type": "MASK", - "link": null - }, - { - "localized_name": "target_width", - "name": "target_width", - "type": "INT", - "widget": { - "name": "target_width" - }, - "link": 14389 - }, - { - "localized_name": "target_height", - "name": "target_height", - "type": "INT", - "widget": { - "name": "target_height" - }, - "link": 14390 - } - ], - "outputs": [ - { - "localized_name": "output", - "name": "output", - "type": "IMAGE", - "links": [ - 14391 - ] - }, - { - "localized_name": "output_mask", - "name": "output_mask", - "type": "MASK", - "links": null - }, - { - "color_off": "transparent", - "color_on": "transparent", - "label": " ", - "localized_name": "bbox", - "name": "bbox", - "shape": 6, - "type": "BBOX", - "links": null - }, - { - "color_off": "transparent", - "color_on": "transparent", - "label": " ", - "localized_name": "bbox_mask", - "name": "bbox_mask", - "shape": 6, - "type": "MASK", - "links": null - }, - { - "label": "768 width", - "localized_name": "width", - "name": "width", - "type": "INT", - "links": [] - }, - { - "label": "768 height", - "localized_name": "height", - "name": "height", - "type": "INT", - "links": [] - } - ], - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "52807058a17532dd3d03f2143fb4c52beab5f936", - "Node name for S&R": "ImageTransformKJ", - "previewEnabled": true, - "showRotationCross": false, - "canvasSize": [ - 432, - 324 - ], - "aux_id": "kijai/ComfyUI-KJNodes", - "fillColor": "#000000", - "previewFile": "crop_preview_dd29a0.webp" - }, - "widgets_values": [ - 768, - 768, - "lanczos", - "keep_long_edge", - 16, - "disabled", - "disabled", - "{\"fillColor\":\"#000000\"}", - "" - ] - }, - { - "id": 3336, - "type": "LTXVPreprocess", - "pos": [ - -4051.7822649723703, - 4222.285074743058 - ], - "size": [ - 270, - 74 - ], - "flags": {}, - "order": 3, - "mode": 0, - "inputs": [ - { - "localized_name": "image", - "name": "image", - "type": "IMAGE", - "link": 13864 - } - ], - "outputs": [ - { - "localized_name": "output_image", - "name": "output_image", - "type": "IMAGE", - "links": [ - 13865, - 14149, - 14328, - 14350 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.60", - "Node name for S&R": "LTXVPreprocess" - }, - "widgets_values": [ - 0 - ] - }, - { - "id": 5206, - "type": "LTXVImgToVideoInplace", - "pos": [ - -3747.668725148193, - 4054.017919247807 - ], - "size": [ - 270, - 122 - ], - "flags": {}, - "order": 6, - "mode": 0, - "inputs": [ - { - "localized_name": "vae", - "name": "vae", - "type": "VAE", - "link": 14327 - }, - { - "localized_name": "image", - "name": "image", - "type": "IMAGE", - "link": 14328 - }, - { - "localized_name": "latent", - "name": "latent", - "type": "LATENT", - "link": 14329 - } - ], - "outputs": [ - { - "localized_name": "latent", - "name": "latent", - "type": "LATENT", - "links": [ - 14353 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "LTXVImgToVideoInplace" - }, - "widgets_values": [ - 0.7, - false - ] - }, - { - "id": 3159, - "type": "LTXVImgToVideoConditionOnly", - "pos": [ - -3756.874428105229, - 4233.494670882838 - ], - "size": [ - 315.26666870117185, - 142.859507731343 - ], - "flags": {}, - "order": 2, - "mode": 0, - "inputs": [ - { - "localized_name": "vae", - "name": "vae", - "type": "VAE", - "link": 14054 - }, - { - "localized_name": "image", - "name": "image", - "type": "IMAGE", - "link": 13865 - }, - { - "localized_name": "latent", - "name": "latent", - "type": "LATENT", - "link": 11401 - } - ], - "outputs": [ - { - "localized_name": "latent", - "name": "latent", - "type": "LATENT", - "links": [] - } - ], - "properties": { - "cnr_id": "ComfyUI-LTXVideo", - "ver": "d43181d5723c1721692baef01d90cd1a825bba91", - "Node name for S&R": "LTXVImgToVideoConditionOnly", - "aux_id": "Lightricks/ComfyUI-LTXVideo" - }, - "widgets_values": [ - 0.7, - false - ] - }, - { - "id": 5031, - "type": "ImageTransformKJ", - "pos": [ - -4044.0432045178136, - 4176.011069650051 - ], - "size": [ - 520, - 261 - ], - "flags": { - "collapsed": true - }, - "order": 5, - "mode": 0, - "inputs": [ - { - "localized_name": "image", - "name": "image", - "type": "IMAGE,MASK", - "link": 13474 - }, - { - "localized_name": "mask", - "name": "mask", - "shape": 7, - "type": "MASK", - "link": null - }, - { - "localized_name": "target_width", - "name": "target_width", - "type": "INT", - "widget": { - "name": "target_width" - }, - "link": 14081 - }, - { - "localized_name": "target_height", - "name": "target_height", - "type": "INT", - "widget": { - "name": "target_height" - }, - "link": 14082 - } - ], - "outputs": [ - { - "localized_name": "output", - "name": "output", - "type": "IMAGE,MASK", - "links": [ - 13864 - ] - }, - { - "localized_name": "output_mask", - "name": "output_mask", - "type": "MASK", - "links": null - }, - { - "color_off": "transparent", - "color_on": "transparent", - "label": " ", - "localized_name": "bbox", - "name": "bbox", - "shape": 6, - "type": "BBOX", - "links": null - }, - { - "color_off": "transparent", - "color_on": "transparent", - "label": " ", - "localized_name": "bbox_mask", - "name": "bbox_mask", - "shape": 6, - "type": "MASK", - "links": null - }, - { - "label": "768 width", - "localized_name": "width", - "name": "width", - "type": "INT", - "links": [ - 13478 - ] - }, - { - "label": "768 height", - "localized_name": "height", - "name": "height", - "type": "INT", - "links": [ - 13479 - ] - } - ], - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "52807058a17532dd3d03f2143fb4c52beab5f936", - "Node name for S&R": "ImageTransformKJ", - "previewEnabled": true, - "showRotationCross": false, - "canvasSize": [ - 768, - 768 - ], - "aux_id": "kijai/ComfyUI-KJNodes", - "fillColor": "#000000" - }, - "widgets_values": [ - 768, - 768, - "lanczos", - "keep_long_edge", - 16, - "disabled", - "disabled", - "{\"fillColor\":\"#000000\"}", - "" - ] - } - ], - "groups": [], - "links": [ - { - "id": 13478, - "origin_id": 5031, - "origin_slot": 4, - "target_id": 3059, - "target_slot": 0, - "type": "INT" - }, - { - "id": 13479, - "origin_id": 5031, - "origin_slot": 5, - "target_id": 3059, - "target_slot": 1, - "type": "INT" - }, - { - "id": 13865, - "origin_id": 3336, - "origin_slot": 0, - "target_id": 3159, - "target_slot": 1, - "type": "IMAGE" - }, - { - "id": 11401, - "origin_id": 3059, - "origin_slot": 0, - "target_id": 3159, - "target_slot": 2, - "type": "LATENT" - }, - { - "id": 13864, - "origin_id": 5031, - "origin_slot": 0, - "target_id": 3336, - "target_slot": 0, - "type": "IMAGE" - }, - { - "id": 13389, - "origin_id": -10, - "origin_slot": 0, - "target_id": 3059, - "target_slot": 2, - "type": "INT" - }, - { - "id": 13390, - "origin_id": -10, - "origin_slot": 0, - "target_id": 3980, - "target_slot": 1, - "type": "INT" - }, - { - "id": 14054, - "origin_id": -10, - "origin_slot": 1, - "target_id": 3159, - "target_slot": 0, - "type": "VAE" - }, - { - "id": 14050, - "origin_id": -10, - "origin_slot": 2, - "target_id": 3980, - "target_slot": 0, - "type": "VAE" - }, - { - "id": 13474, - "origin_id": -10, - "origin_slot": 3, - "target_id": 5031, - "target_slot": 0, - "type": "IMAGE,MASK" - }, - { - "id": 13696, - "origin_id": 3980, - "origin_slot": 0, - "target_id": -20, - "target_slot": 1, - "type": "LATENT" - }, - { - "id": 14065, - "origin_id": -10, - "origin_slot": 4, - "target_id": 3980, - "target_slot": 2, - "type": "INT" - }, - { - "id": 14081, - "origin_id": -10, - "origin_slot": 5, - "target_id": 5031, - "target_slot": 2, - "type": "INT" - }, - { - "id": 14082, - "origin_id": -10, - "origin_slot": 6, - "target_id": 5031, - "target_slot": 3, - "type": "INT" - }, - { - "id": 14149, - "origin_id": 3336, - "origin_slot": 0, - "target_id": -20, - "target_slot": 2, - "type": "IMAGE" - }, - { - "id": 14327, - "origin_id": -10, - "origin_slot": 1, - "target_id": 5206, - "target_slot": 0, - "type": "VAE" - }, - { - "id": 14328, - "origin_id": 3336, - "origin_slot": 0, - "target_id": 5206, - "target_slot": 1, - "type": "IMAGE" - }, - { - "id": 14329, - "origin_id": 3059, - "origin_slot": 0, - "target_id": 5206, - "target_slot": 2, - "type": "LATENT" - }, - { - "id": 14349, - "origin_id": 5212, - "origin_slot": 0, - "target_id": -20, - "target_slot": 3, - "type": "LATENT" - }, - { - "id": 14350, - "origin_id": 3336, - "origin_slot": 0, - "target_id": 5212, - "target_slot": 0, - "type": "IMAGE" - }, - { - "id": 14351, - "origin_id": -10, - "origin_slot": 1, - "target_id": 5212, - "target_slot": 1, - "type": "VAE" - }, - { - "id": 14353, - "origin_id": 5206, - "origin_slot": 0, - "target_id": -20, - "target_slot": 0, - "type": "LATENT" - }, - { - "id": 14388, - "origin_id": 5220, - "origin_slot": 0, - "target_id": 5219, - "target_slot": 0, - "type": "IMAGE" - }, - { - "id": 14389, - "origin_id": -10, - "origin_slot": 5, - "target_id": 5219, - "target_slot": 2, - "type": "INT" - }, - { - "id": 14390, - "origin_id": -10, - "origin_slot": 6, - "target_id": 5219, - "target_slot": 3, - "type": "INT" - }, - { - "id": 14391, - "origin_id": 5219, - "origin_slot": 0, - "target_id": -20, - "target_slot": 4, - "type": "IMAGE" - } - ], - "extra": {} - }, - { - "id": "953c68b0-c00f-4e16-ab59-39af7ce32097", - "version": 1, - "state": { - "lastGroupId": 151, - "lastNodeId": 5239, - "lastLinkId": 14498, - "lastRerouteId": 57 - }, - "revision": 0, - "config": {}, - "name": "Conditioning Processing", - "inputNode": { - "id": -10, - "bounding": [ - -3757.4569530860326, - 3786.7967005388414, - 159.46666717529297, - 180 - ] - }, - "outputNode": { - "id": -20, - "bounding": [ - -2907.4297954820227, - 3784.52193989455, - 120, - 100 - ] - }, - "inputs": [ - { - "id": "738e10fc-b836-4774-9137-3c64dc6fd9b1", - "name": "positive", - "type": "CONDITIONING", - "linkIds": [], - "localized_name": "positive", - "label": "positive_conditioning", - "pos": [ - -3617.9902859107397, - 3806.7967005388414 - ] - }, - { - "id": "1f6995d2-3cab-4be6-bf4e-2289e22f7587", - "name": "frame_rate", - "type": "FLOAT", - "linkIds": [], - "localized_name": "frame_rate", - "pos": [ - -3617.9902859107397, - 3826.7967005388414 - ] - }, - { - "id": "3a835bc3-67a3-4315-9360-b111e3a5b8ff", - "name": "clip", - "type": "CLIP", - "linkIds": [ - 14058, - 14057 - ], - "localized_name": "clip", - "pos": [ - -3617.9902859107397, - 3846.7967005388414 - ] - }, - { - "id": "2e41c3e2-f8e8-4de3-a894-344e8eb5debe", - "name": "model", - "type": "MODEL", - "linkIds": [ - 14056 - ], - "localized_name": "model", - "pos": [ - -3617.9902859107397, - 3866.7967005388414 - ] - }, - { - "id": "915bfda1-7565-4cf7-bd69-90348a3b254c", - "name": "vae", - "type": "VAE", - "linkIds": [ - 14052 - ], - "localized_name": "vae", - "shape": 7, - "pos": [ - -3617.9902859107397, - 3886.7967005388414 - ] - }, - { - "id": "969bf9d4-eb1d-462c-8940-dbbf51b5a2d5", - "name": "text", - "type": "STRING", - "linkIds": [ - 14038 - ], - "localized_name": "text", - "label": "positive_prompt", - "pos": [ - -3617.9902859107397, - 3906.7967005388414 - ] - }, - { - "id": "b0c833ae-af25-43fd-9b03-7b6590ed2249", - "name": "latent", - "type": "LATENT", - "linkIds": [], - "pos": [ - -3617.9902859107397, - 3926.7967005388414 - ] - } - ], - "outputs": [ - { - "id": "8984305c-acc8-4330-bd25-5ed589aed5d9", - "name": "positive", - "type": "CONDITIONING", - "linkIds": [ - 14419 - ], - "localized_name": "positive", - "pos": [ - -2887.4297954820227, - 3804.52193989455 - ] - }, - { - "id": "87bdfca5-a3a4-4115-8cea-2ee314e7c57a", - "name": "negative", - "type": "CONDITIONING", - "linkIds": [ - 14155 - ], - "localized_name": "negative", - "pos": [ - -2887.4297954820227, - 3824.52193989455 - ] - }, - { - "id": "1cfeaf78-5049-4af9-957c-13da423761e3", - "name": "model", - "type": "MODEL", - "linkIds": [ - 14423 - ], - "localized_name": "model", - "pos": [ - -2887.4297954820227, - 3844.52193989455 - ] - } - ], - "widgets": [], - "nodes": [ - { - "id": 2483, - "type": "CLIPTextEncode", - "pos": [ - -3482.3123142591667, - 3729.764452009041 - ], - "size": [ - 330, - 130 - ], - "flags": { - "collapsed": false - }, - "order": 1, - "mode": 0, - "inputs": [ - { - "localized_name": "clip", - "name": "clip", - "type": "CLIP", - "link": 14057 - }, - { - "localized_name": "text", - "name": "text", - "type": "STRING", - "widget": { - "name": "text" - }, - "link": 14038 - } - ], - "outputs": [ - { - "localized_name": "CONDITIONING", - "name": "CONDITIONING", - "type": "CONDITIONING", - "slot_index": 0, - "links": [ - 14419 - ] - } - ], - "title": "CLIP Text Encode (Positive Prompt)", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.28", - "Node name for S&R": "CLIPTextEncode" - }, - "widgets_values": [ - "High quality realistic video. A clean tabletop scene with a small glass sculpture, soft studio lighting, gentle camera movement, subtle reflections, natural shadows, and smooth motion. The camera slowly moves closer, then holds steady for a clear final view." - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 2612, - "type": "CLIPTextEncode", - "pos": [ - -3482.2778641371956, - 4061.479555285701 - ], - "size": [ - 330, - 120 - ], - "flags": {}, - "order": 2, - "mode": 0, - "inputs": [ - { - "localized_name": "clip", - "name": "clip", - "type": "CLIP", - "link": 14058 - }, - { - "localized_name": "text", - "name": "text", - "type": "STRING", - "widget": { - "name": "text" - }, - "link": 13734 - } - ], - "outputs": [ - { - "localized_name": "CONDITIONING", - "name": "CONDITIONING", - "type": "CONDITIONING", - "slot_index": 0, - "links": [ - 14155 - ] - } - ], - "title": "CLIP Text Encode (Negative Prompt)", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.28", - "Node name for S&R": "CLIPTextEncode" - }, - "widgets_values": [ - "low quality, blurry, distorted shapes, broken reflections, noisy shadows, overexposed highlights, undersaturated colors, bad anatomy, people, text, watermark, logo, subtitles, harsh flicker, still frame, frozen motion, frame blending artifacts, compression artifacts" - ], - "color": "#432", - "bgcolor": "#653" - }, - { - "id": 5137, - "type": "LTX2SamplingPreviewOverride", - "pos": [ - -3481.404969237368, - 3904.2961431762487 - ], - "size": [ - 316.7000030517578, - 98 - ], - "flags": {}, - "order": 3, - "mode": 4, - "inputs": [ - { - "localized_name": "model", - "name": "model", - "type": "MODEL", - "link": 14056 - }, - { - "localized_name": "latent_upscale_model", - "name": "latent_upscale_model", - "shape": 7, - "type": "LATENT_UPSCALE_MODEL", - "link": null - }, - { - "localized_name": "vae", - "name": "vae", - "shape": 7, - "type": "VAE", - "link": 14052 - } - ], - "outputs": [ - { - "localized_name": "MODEL", - "name": "MODEL", - "type": "MODEL", - "links": [ - 14423 - ] - } - ], - "title": "Sampling Preview Override", - "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "89dc2f8485e3fbedd549808b07ec20031cca6bf2", - "Node name for S&R": "LTX2SamplingPreviewOverride", - "aux_id": "kijai/ComfyUI-KJNodes" - }, - "widgets_values": [ - 8 - ], - "color": "#223", - "bgcolor": "#335" - }, - { - "id": 5081, - "type": "PrimitiveStringMultiline", - "pos": [ - -3487.4297954820227, - 3501.2832456967894 - ], - "size": [ - 520, - 180 - ], - "flags": { - "collapsed": false - }, - "order": 0, - "mode": 0, - "inputs": [], - "outputs": [ - { - "localized_name": "STRING", - "name": "STRING", - "type": "STRING", - "links": [ - 13734 - ] - } - ], - "title": "Negative Prompt", - "properties": { - "cnr_id": "comfy-core", - "ver": "0.18.2", - "Node name for S&R": "PrimitiveStringMultiline" - }, - "widgets_values": [ - "music, underwater, diving, slow motion, photorealistic, photo, realistic, real life, stickers on nipples, disconnected limbs, disconnected genitals, chest pussy, tongue out, cone penis tip, still image, bad quality, subtitles, text, watermark, overlay, pc game, yelling, console game, childish, ugly, text, blur, logo, wordmark, static, low quality, noise, white noise, bleep, censoring, censor, bleeping, beep, beeping, newscast, interview, podcast, chinese, mutant, horror, 70's, film grain, comedy, stand-up " - ], - "color": "#432", - "bgcolor": "#653" - } - ], - "groups": [], - "links": [ - { - "id": 13734, - "origin_id": 5081, - "origin_slot": 0, - "target_id": 2612, - "target_slot": 1, - "type": "STRING" - }, - { - "id": 14058, - "origin_id": -10, - "origin_slot": 2, - "target_id": 2612, - "target_slot": 0, - "type": "CLIP" - }, - { - "id": 14057, - "origin_id": -10, - "origin_slot": 2, - "target_id": 2483, - "target_slot": 0, - "type": "CLIP" - }, - { - "id": 14056, - "origin_id": -10, - "origin_slot": 3, - "target_id": 5137, - "target_slot": 0, - "type": "MODEL" - }, - { - "id": 14052, - "origin_id": -10, - "origin_slot": 4, - "target_id": 5137, - "target_slot": 2, - "type": "VAE" - }, - { - "id": 14038, - "origin_id": -10, - "origin_slot": 5, - "target_id": 2483, - "target_slot": 1, - "type": "STRING" - }, - { - "id": 14155, - "origin_id": 2612, - "origin_slot": 0, - "target_id": -20, - "target_slot": 1, - "type": "CONDITIONING" - }, - { - "id": 14419, - "origin_id": 2483, - "origin_slot": 0, - "target_id": -20, - "target_slot": 0, - "type": "CONDITIONING" - }, - { - "id": 14423, - "origin_id": 5137, - "origin_slot": 0, - "target_id": -20, - "target_slot": 2, - "type": "MODEL" - } - ], - "extra": {} - }, - { - "id": "c758fc63-b71c-43f2-b085-ded32443f756", - "version": 1, - "state": { - "lastGroupId": 151, - "lastNodeId": 5239, - "lastLinkId": 14498, - "lastRerouteId": 57 - }, - "revision": 0, - "config": {}, - "name": "Enhancer", - "inputNode": { - "id": -10, - "bounding": [ - -4185.975620413162, - 2995.9229766057383, - 120, - 80 - ] - }, - "outputNode": { - "id": -20, - "bounding": [ - -3519.1490771969034, - 3006.5191220105444, - 124.5999984741211, - 60 - ] - }, - "inputs": [ - { - "id": "f3881fd2-d951-4f33-874c-a5cd7f3b1f7d", - "name": "image", - "type": "IMAGE", - "linkIds": [ - 14378, - 14478 - ], - "localized_name": "image", - "shape": 7, - "pos": [ - -4085.975620413162, - 3015.9229766057383 - ] - }, - { - "id": "0357b5d7-3e17-46f2-b7dc-62941f69b495", - "name": "prompt", - "type": "STRING", - "linkIds": [ - 14463 - ], - "localized_name": "prompt", - "pos": [ - -4085.975620413162, - 3035.9229766057383 - ] - } - ], - "outputs": [ - { - "id": "53386daa-e704-4fe0-b148-12f3a8138d5c", - "name": "generated_text", - "type": "STRING", - "linkIds": [ - 14481 - ], - "localized_name": "generated_text", - "pos": [ - -3499.1490771969034, - 3026.5191220105444 - ] - } - ], - "widgets": [], - "nodes": [ - { - "id": 5185, - "type": "CR Seed", - "pos": [ - -3933.9237459684864, - 2701.3944678867133 - ], - "size": [ - 270, - 102 - ], - "flags": {}, - "order": 0, - "mode": 0, - "inputs": [], - "outputs": [ - { - "localized_name": "seed", - "name": "seed", - "type": "INT", - "links": [ - 14361, - 14374 - ] - }, - { - "localized_name": "show_help", - "name": "show_help", - "type": "STRING", - "links": null - } - ], - "properties": { - "cnr_id": "ComfyUI_Comfyroll_CustomNodes", - "ver": "d78b780ae43fcf8c6b7c6505e6ffb4584281ceca", - "Node name for S&R": "CR Seed", - "aux_id": "Suzie1/ComfyUI_Comfyroll_CustomNodes" - }, - "widgets_values": [ - 856247973213084, - "randomize" - ] - }, - { - "id": 5183, - "type": "CLIPLoader", - "pos": [ - -3930.3935175132056, - 2863.217812048324 - ], - "size": [ - 270, - 106 - ], - "flags": {}, - "order": 1, - "mode": 0, - "inputs": [], - "outputs": [ - { - "localized_name": "CLIP", - "name": "CLIP", - "type": "CLIP", - "links": [ - 14377, - 14461 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "CLIPLoader" - }, - "widgets_values": [ - "sulphur_enhance.safetensors", - "stable_diffusion", - "default" - ] - }, - { - "id": 5187, - "type": "TextGenerateLTX2Prompt", - "pos": [ - -3974.8004741920977, - 3024.673944128882 - ], - "size": [ - 400, - 372 - ], - "flags": {}, - "order": 2, - "mode": 0, - "inputs": [ - { - "localized_name": "clip", - "name": "clip", - "type": "CLIP", - "link": 14461 - }, - { - "localized_name": "image", - "name": "image", - "shape": 7, - "type": "IMAGE", - "link": 14478 - }, - { - "localized_name": "seed", - "name": "sampling_mode.seed", - "type": "INT", - "widget": { - "name": "sampling_mode.seed" - }, - "link": 14374 - } - ], - "outputs": [ - { - "localized_name": "generated_text", - "name": "generated_text", - "type": "STRING", - "links": [] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "TextGenerateLTX2Prompt" - }, - "widgets_values": [ - "", - 2048, - "on", - 0.7, - 80, - 1, - 0.05, - 1.05, - 0, - 0, - false, - true - ] - }, - { - "id": 5215, - "type": "TextGenerate", - "pos": [ - -3975.3630377173627, - 3462.6441576677366 - ], - "size": [ - 400, - 372 - ], - "flags": {}, - "order": 3, - "mode": 0, - "inputs": [ - { - "localized_name": "clip", - "name": "clip", - "type": "CLIP", - "link": 14377 - }, - { - "localized_name": "image", - "name": "image", - "shape": 7, - "type": "IMAGE", - "link": 14378 - }, - { - "localized_name": "prompt", - "name": "prompt", - "type": "STRING", - "widget": { - "name": "prompt" - }, - "link": 14463 - }, - { - "localized_name": "seed", - "name": "sampling_mode.seed", - "type": "INT", - "widget": { - "name": "sampling_mode.seed" - }, - "link": 14361 - } - ], - "outputs": [ - { - "localized_name": "generated_text", - "name": "generated_text", - "type": "STRING", - "links": [ - 14481 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.20.1", - "Node name for S&R": "TextGenerate" - }, - "widgets_values": [ - "", - 2048, - "on", - 0.7, - 75, - 1, - 0.1, - 1.05, - 0, - 0, - false, - true - ] - } - ], - "groups": [], - "links": [ - { - "id": 14361, - "origin_id": 5185, - "origin_slot": 0, - "target_id": 5215, - "target_slot": 3, - "type": "INT" - }, - { - "id": 14374, - "origin_id": 5185, - "origin_slot": 0, - "target_id": 5187, - "target_slot": 2, - "type": "INT" - }, - { - "id": 14377, - "origin_id": 5183, - "origin_slot": 0, - "target_id": 5215, - "target_slot": 0, - "type": "CLIP" - }, - { - "id": 14378, - "origin_id": -10, - "origin_slot": 0, - "target_id": 5215, - "target_slot": 1, - "type": "IMAGE" - }, - { - "id": 14461, - "origin_id": 5183, - "origin_slot": 0, - "target_id": 5187, - "target_slot": 0, - "type": "CLIP" - }, - { - "id": 14463, - "origin_id": -10, - "origin_slot": 1, - "target_id": 5215, - "target_slot": 2, - "type": "STRING" - }, - { - "id": 14478, - "origin_id": -10, - "origin_slot": 0, - "target_id": 5187, - "target_slot": 1, - "type": "IMAGE" - }, - { - "id": 14481, - "origin_id": 5215, - "origin_slot": 0, - "target_id": -20, - "target_slot": 0, - "type": "STRING" - } - ], - "extra": {} - } - ] - }, - "config": {}, - "extra": { - "frontendVersion": "1.42.15", - "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": 23, - "pos": [ - -2470.7143821696213, - 3999.039532349397 - ], - "linkIds": [ - 13450 - ] - } - ], - "workflow_name": "LTX-2.3 FunPack Node Set Example", - "ds": { - "scale": 0.6651703961652539, - "offset": [ - 5358.842219457412, - -2858.662916099798 - ] - }, - "linkExtensions": [ - { - "id": 13450, - "parentId": 23 - } - ] - }, - "version": 0.4 -} \ No newline at end of file