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stablediffusiontutorials/Minimax-H3

Install Minimax H3 in ComfyUI (NVFP4/BF16/FP8/GGUF): https://www.stablediffusiontutorials.com/2026/08/minimax-h3.html

sourceHugging Facemitupdated 13d agoView on Hugging Face
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Minimax_H3_ref2video.json1259 linesDownload Raw Back to root
1{2  "id": "e3f2b845-8f2c-4b5a-9caf-eac1029d3e7e",3  "revision": 0,4  "last_node_id": 140,5  "last_link_id": 282,6  "nodes": [7    {8      "id": 92,9      "type": "SaveVideo",10      "pos": [11        1150,12        488013      ],14      "size": [15        1210,16        12617      ],18      "flags": {},19      "order": 22,20      "mode": 0,21      "inputs": [22        {23          "name": "video",24          "type": "VIDEO",25          "link": 26026        }27      ],28      "outputs": [29        {30          "name": "video",31          "type": "VIDEO",32          "links": null33        }34      ],35      "properties": {},36      "widgets_values": [37        "video/MiniMax_H3",38        "auto",39        "auto"40      ]41    },42    {43      "id": 115,44      "type": "ResolutionSelector",45      "pos": [46        -1480,47        561048      ],49      "size": [50        270,51        17052      ],53      "flags": {},54      "order": 0,55      "mode": 0,56      "showAdvanced": false,57      "inputs": [],58      "outputs": [59        {60          "name": "width",61          "type": "INT",62          "links": [63            27664          ]65        },66        {67          "name": "height",68          "type": "INT",69          "links": [70            27771          ]72        }73      ],74      "title": "Resolution Selector (Size)",75      "properties": {76        "Node name for S&R": "ResolutionSelector"77      },78      "widgets_values": [79        "16:9 (Widescreen)",80        0.4,81        3282      ],83      "color": "#322",84      "bgcolor": "#533"85    },86    {87      "id": 116,88      "type": "MarkdownNote",89      "pos": [90        -2030,91        485092      ],93      "size": [94        450,95        889.687596      ],97      "flags": {},98      "order": 1,99      "mode": 0,100      "inputs": [],101      "outputs": [],102      "title": "Note: MiniMax H3",103      "properties": {},104      "widgets_values": [105        "## MiniMax H3\n\n[MiniMax H3](https://www.minimax.io/blog/minimax-h3) is MiniMax's general-purpose, omni-modal generation model. It jointly understands text, image, video, and audio, and generates video with **native stereo audio**: voice, sound effects, and music are modeled jointly in a single forward pass, not layered on afterward. Output is up to 2K resolution, 24fps, and up to about 15 seconds.\n\n## ComfyUI links\n- [ComfyUI#15224](https://github.com/Comfy-Org/ComfyUI/pull/15224)\n- [๐Ÿค— Comfy-Org/MiniMax-H3](https://huggingface.co/Comfy-Org/MiniMax-H3)\n\n## About this workflow\n\nThis template runs the **reference-to-video (ref2va)** task using the `MiniMaxH3ReferenceToVideo` node. It takes any mix of reference images, videos, and standalone audio, and weaves them into the generation to lock in a character's identity, a style, a motion, a camera move, or a voice.\n\n**Key inputs**\n\n- **ref_images / ref_videos / ref_video_audios / ref_audios**: up to 9 reference images, 3 reference videos (each may carry its own paired soundtrack), and 3 standalone reference audio clips\n- **prompt**: reference the inputs by tag, in the exact order they were connected, for example `<Picture 1>`, `<Video 1>`, `<Audio 1>`, then describe the target scene, motion, and audio\n- **ref_image_size**: `match` scales references down to the generation's resolution (faster); `max` keeps up to a 2048px short edge for stronger identity fidelity, at the cost of speed since reference tokens ride along every sampling step\n- **width / height**: set via Resolution Selector.\n- **duration (seconds)**: converted to a valid frame `length` by the Math Expression node\n\n**Sampling and decode**\n\n- Sampler: `res_multistep`. `beta` or `normal` scheduler tends to outperform `simple` for reference-heavy prompts like this one\n- The sampler's joint audio+video `LATENT` output feeds directly into both `VAEDecode` (video, `minimax_h3_video_vae_fp16`) and `VAEDecodeAudio` (audio, `minimax_h3_audio_vae_fp32`); each decode node automatically pulls its own half out of the packed latent. `CreateVideo` then muxes the two into a single MP4 with synced sound\n- The diffusion model here is `minimax_h3_ref2va_pruned_int8_convrot.safetensors`, a different set of weights from the `fl2va` model used by the t2v/i2v templates\n\nRef2va's output is very sensitive to prompt wording; matching the reference tags precisely and being explicit about which reference drives which part of the shot tends to work best."106      ],107      "color": "#222",108      "bgcolor": "#000"109    },110    {111      "id": 117,112      "type": "MarkdownNote",113      "pos": [114        -2500,115        4850116      ],117      "size": [118        440,119        740120      ],121      "flags": {},122      "order": 2,123      "mode": 0,124      "inputs": [],125      "outputs": [],126      "title": "Note: Model Links",127      "properties": {},128      "widgets_values": [129        "## Model Links\n[๐Ÿค— Comfy-Org/MiniMax-H3](https://huggingface.co/Comfy-Org/MiniMax-H3)\n\n**vae**\n\n- [minimax_h3_video_vae_fp16.safetensors](https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_video_vae_fp16.safetensors)\n- [minimax_h3_audio_vae_fp32.safetensors](https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_audio_vae_fp32.safetensors)\n\n**diffusion_models**\n\n- [minimax_h3_ref2va_pruned_int8_convrot.safetensors](https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/diffusion_models/minimax_h3_ref2va_pruned_int8_convrot.safetensors)\n\n**text_encoders**\n\n- [qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors](https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/text_encoders/qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors)\n\n\n## Model Storage Location\n\n```\n๐Ÿ“‚ ComfyUI/\nโ”œโ”€โ”€ ๐Ÿ“‚ models/\nโ”‚   โ”œโ”€โ”€ ๐Ÿ“‚ vae/\nโ”‚   โ”‚   โ”œโ”€โ”€ minimax_h3_video_vae_fp16.safetensors\nโ”‚   โ”‚   โ””โ”€โ”€ minimax_h3_audio_vae_fp32.safetensors\nโ”‚   โ”œโ”€โ”€ ๐Ÿ“‚ diffusion_models/\nโ”‚   โ”‚   โ””โ”€โ”€ minimax_h3_ref2va_pruned_int8_convrot.safetensors\nโ”‚   โ””โ”€โ”€ ๐Ÿ“‚ text_encoders/\nโ”‚       โ””โ”€โ”€ qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n"130      ],131      "color": "#222",132      "bgcolor": "#000"133    },134    {135      "id": 119,136      "type": "VAELoader",137      "pos": [138        -1490,139        5270140      ],141      "size": [142        640,143        70144      ],145      "flags": {},146      "order": 3,147      "mode": 0,148      "inputs": [],149      "outputs": [150        {151          "name": "VAE",152          "type": "VAE",153          "links": [154            251,155            273156          ]157        }158      ],159      "properties": {160        "Node name for S&R": "VAELoader",161        "models": [162          {163            "name": "minimax_h3_video_vae_fp16.safetensors",164            "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_video_vae_fp16.safetensors",165            "directory": "vae"166          }167        ]168      },169      "widgets_values": [170        "minimax_h3_video_vae_fp16.safetensors"171      ]172    },173    {174      "id": 120,175      "type": "VAELoader",176      "pos": [177        -1490,178        5400179      ],180      "size": [181        650,182        70183      ],184      "flags": {},185      "order": 4,186      "mode": 0,187      "inputs": [],188      "outputs": [189        {190          "name": "VAE",191          "type": "VAE",192          "links": [193            250,194            274195          ]196        }197      ],198      "properties": {199        "Node name for S&R": "VAELoader",200        "models": [201          {202            "name": "minimax_h3_audio_vae_fp32.safetensors",203            "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_audio_vae_fp32.safetensors",204            "directory": "vae"205          }206        ]207      },208      "widgets_values": [209        "minimax_h3_audio_vae_fp32.safetensors"210      ]211    },212    {213      "id": 121,214      "type": "VAEDecodeAudio",215      "pos": [216        480,217        5180218      ],219      "size": [220        230,221        60222      ],223      "flags": {224        "collapsed": false225      },226      "order": 20,227      "mode": 0,228      "inputs": [229        {230          "name": "samples",231          "type": "LATENT",232          "link": 281233        },234        {235          "name": "vae",236          "type": "VAE",237          "link": 250238        }239      ],240      "outputs": [241        {242          "name": "AUDIO",243          "type": "AUDIO",244          "links": [245            259246          ]247        }248      ],249      "properties": {250        "Node name for S&R": "VAEDecodeAudio"251      },252      "widgets_values": []253    },254    {255      "id": 122,256      "type": "VAEDecode",257      "pos": [258        480,259        5060260      ],261      "size": [262        230,263        60264      ],265      "flags": {266        "collapsed": false267      },268      "order": 19,269      "mode": 0,270      "inputs": [271        {272          "name": "samples",273          "type": "LATENT",274          "link": 280275        },276        {277          "name": "vae",278          "type": "VAE",279          "link": 251280        }281      ],282      "outputs": [283        {284          "name": "IMAGE",285          "type": "IMAGE",286          "links": [287            258288          ]289        }290      ],291      "properties": {292        "Node name for S&R": "VAEDecode"293      },294      "widgets_values": []295    },296    {297      "id": 123,298      "type": "KSamplerSelect",299      "pos": [300        -260,301        5190302      ],303      "size": [304        370,305        70306      ],307      "flags": {},308      "order": 5,309      "mode": 0,310      "inputs": [],311      "outputs": [312        {313          "name": "SAMPLER",314          "type": "SAMPLER",315          "links": [316            255317          ]318        }319      ],320      "properties": {321        "Node name for S&R": "KSamplerSelect"322      },323      "widgets_values": [324        "res_multistep"325      ]326    },327    {328      "id": 124,329      "type": "BasicScheduler",330      "pos": [331        -260,332        5310333      ],334      "size": [335        370,336        130337      ],338      "flags": {},339      "order": 14,340      "mode": 0,341      "inputs": [342        {343          "name": "model",344          "type": "MODEL",345          "link": 252346        }347      ],348      "outputs": [349        {350          "name": "SIGMAS",351          "type": "SIGMAS",352          "links": [353            256354          ]355        }356      ],357      "properties": {358        "Node name for S&R": "BasicScheduler"359      },360      "widgets_values": [361        "simple",362        20,363        1364      ]365    },366    {367      "id": 125,368      "type": "SamplerCustomAdvanced",369      "pos": [370        150,371        5110372      ],373      "size": [374        230,375        140376      ],377      "flags": {},378      "order": 18,379      "mode": 0,380      "inputs": [381        {382          "name": "noise",383          "type": "NOISE",384          "link": 253385        },386        {387          "name": "guider",388          "type": "GUIDER",389          "link": 254390        },391        {392          "name": "sampler",393          "type": "SAMPLER",394          "link": 255395        },396        {397          "name": "sigmas",398          "type": "SIGMAS",399          "link": 256400        },401        {402          "name": "latent_image",403          "type": "LATENT",404          "link": 271405  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"GUIDER",456          "type": "GUIDER",457          "links": [458            254459          ]460        }461      ],462      "properties": {463        "Node name for S&R": "BasicGuider"464      },465      "widgets_values": []466    },467    {468      "id": 127,469      "type": "UNETLoader",470      "pos": [471        -1490,472        4940473      ],474      "size": [475        640,476        90477      ],478      "flags": {},479      "order": 6,480      "mode": 0,481      "inputs": [],482      "outputs": [483        {484          "name": "MODEL",485          "type": "MODEL",486          "links": [487            252,488            257489          ]490        }491      ],492      "properties": {493        "Node name for S&R": "UNETLoader",494        "models": [495          {496            "name": "minimax_h3_ref2va_pruned_int8_convrot.safetensors",497            "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/diffusion_models/minimax_h3_ref2va_pruned_int8_convrot.safetensors",498            "directory": "diffusion_models"499          }500        ]501      },502      "widgets_values": [503        "minimax_h3_ref2va_pruned_int8_convrot.safetensors",504        "default"505      ]506    },507    {508      "id": 128,509      "type": "CLIPLoader",510      "pos": [511        -1490,512        5090513      ],514      "size": [515        640,516        120517      ],518      "flags": {},519      "order": 7,520      "mode": 0,521      "inputs": [],522      "outputs": [523        {524          "name": "CLIP",525          "type": "CLIP",526          "links": [527            272528          ]529        }530      ],531      "properties": {532        "Node name for S&R": "CLIPLoader",533        "models": [534          {535            "name": "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors",536            "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/text_encoders/qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors",537            "directory": "text_encoders"538          }539        ]540      },541      "widgets_values": [542        "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors",543        "minimax",544        "default"545      ]546    },547    {548      "id": 129,549      "type": "RandomNoise",550      "pos": [551        -260,552        4940553      ],554      "size": [555        360,556        90557      ],558      "flags": {},559      "order": 8,560      "mode": 0,561      "inputs": [],562      "outputs": [563        {564          "name": "NOISE",565          "type": "NOISE",566          "links": [567            253568          ]569        }570      ],571      "properties": {572        "Node name for S&R": "RandomNoise"573      },574      "widgets_values": [575        157368968253448,576        "randomize"577      ]578    },579    {580      "id": 130,581      "type": "CreateVideo",582      "pos": [583        790,584        5090585      ],586      "size": [587        270,588        110589      ],590      "flags": {},591      "order": 21,592      "mode": 0,593      "inputs": [594        {595          "name": "images",596          "type": "IMAGE",597          "link": 258598        },599        {600          "name": "audio",601          "shape": 7,602          "type": "AUDIO",603          "link": 259604        }605      ],606      "outputs": [607        {608          "name": "VIDEO",609          "type": "VIDEO",610          "links": [611            260612          ]613        }614      ],615      "properties": {616        "Node name for S&R": "CreateVideo"617      },618      "widgets_values": [619        24,620        8621      ]622    },623    {624      "id": 131,625      "type": "ComfyMathExpression",626      "pos": [627        -1450,628        5940629      ],630      "size": [631        225,632        0633      ],634      "flags": {635        "collapsed": true636      },637      "order": 15,638      "mode": 0,639      "inputs": [640        {641          "label": "a",642          "name": "values.a",643          "type": "FLOAT,INT,BOOLEAN",644          "link": 261645        },646        {647          "label": "b",648          "name": "values.b",649          "shape": 7,650          "type": "FLOAT,INT,BOOLEAN",651          "link": null652        }653      ],654      "outputs": [655        {656          "name": "FLOAT",657          "type": "FLOAT",658          "links": []659        },660        {661          "name": "INT",662          "type": "INT",663          "links": [664            275665          ]666        },667        {668          "name": "BOOL",669          "type": "BOOLEAN",670          "links": []671        }672      ],673      "properties": {674        "Node name for S&R": "ComfyMathExpression"675      },676      "widgets_values": [677        "max(5, round(a * 24)) + (5 - (max(5, round(a * 24)) % 17)) % 17"678      ]679    },680    {681      "id": 132,682      "type": "PrimitiveFloat",683      "pos": [684        -1480,685        5830686      ],687      "size": [688        270,689        70690      ],691      "flags": {},692      "order": 9,693      "mode": 0,694      "inputs": [],695      "outputs": [696        {697          "name": "FLOAT",698          "type": "FLOAT",699          "links": [700            261701          ]702        }703      ],704      "title": "Float (Duration)",705      "properties": {706        "Node name for S&R": "PrimitiveFloat"707      },708      "widgets_values": [709        5710      ],711      "color": "#322",712      "bgcolor": "#533"713    },714    {715      "id": 136,716      "type": "MiniMaxH3ReferenceToVideo",717      "pos": [718        -750,719        4940720      ],721      "size": [722        410,723        530724      ],725      "flags": {},726      "order": 16,727      "mode": 0,728      "inputs": [729        {730          "name": "clip",731          "type": "CLIP",732          "link": 272733        },734        {735          "name": "vae",736          "type": "VAE",737          "link": 273738        },739        {740          "name": "audio_vae",741          "type": "VAE",742          "link": 274743        },744        {745          "label": "ref_image_0",746          "name": "ref_images.ref_image_0",747          "shape": 7,748          "type": "IMAGE",749          "link": 278750        },751        {752          "label": "ref_image_1",753          "name": "ref_images.ref_image_1",754          "shape": 7,755          "type": "IMAGE",756          "link": 282757        },758        {759          "label": "ref_image_2",760          "name": "ref_images.ref_image_2",761          "shape": 7,762          "type": "IMAGE",763          "link": null764        },765        {766          "label": "ref_video_0",767          "name": "ref_videos.ref_video_0",768          "shape": 7,769          "type": "IMAGE",770          "link": null771        },772    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"widget": {814            "name": "length"815          },816          "link": 275817        }818      ],819      "outputs": [820        {821          "name": "positive",822          "type": "CONDITIONING",823          "links": [824            270825          ]826        },827        {828          "name": "LATENT",829          "type": "LATENT",830          "links": [831            271832          ]833        }834      ],835      "properties": {836        "Node name for S&R": "MiniMaxH3ReferenceToVideo"837      },838      "widgets_values": [839        "",840        1344,841        768,842        124,843        "match"844      ]845    },846    {847      "id": 137,848      "type": "LoadImage",849      "pos": [850        -930,851        5630852      ],853      "size": [854        290,855        330856      ],857      "flags": {},858      "order": 10,859      "mode": 0,860      "inputs": [],861      "outputs": [862        {863          "name": "IMAGE",864          "type": "IMAGE",865          "links": [866            278867          ]868        },869        {870          "name": "MASK",871          "type": "MASK",872          "links": null873        }874      ],875      "properties": {876        "Node name for S&R": "LoadImage"877      },878      "widgets_values": [879        "red_superboy_on_city_roof.png",880        "image"881      ]882    },883    {884      "id": 138,885      "type": "PrimitiveStringMultiline",886      "pos": [887        -1480,888        6000889      ],890      "size": [891        370,892        390893      ],894      "flags": {},895      "order": 11,896      "mode": 0,897      "inputs": [],898      "outputs": [899        {900          "name": "STRING",901          "type": "STRING",902          "links": [903            279904          ]905        }906      ],907      "title": "Input Text (Prompt)",908      "properties": {909        "Node name for S&R": "PrimitiveStringMultiline"910      },911      "widgets_values": [912        "Bold comic-book ink style, heavy linework, red and blue-black palette, night city. Use <Picture 2> and <Picture 1> as reference frames and <Audio 1> exactly as it is.\nCUT 1: top-down view of the little boy superhero on the rooftop โ€” red cape fluttering in the wind, hands planted on his hips, freckles and a cocky grin as he looks straight up into the camera. The camera slowly descends toward him as he delivers his line โ€” as he speaks, comic-book graphic overlay text word by word in sync with his voice: \"GET READY TO\" - \"MEET\" โ€” \"YOUR\" โ€” \"MAKER\" โ€” huge jagged comic lettering, white with heavy black outlines and red drop shadows, tilted at scrappy angles, until the three words hang stacked in the air above him between his face and the lens.\nTRANSITION: a violent WHIP PAN off the rooftop that SMEARS the floating words away with it, motion-streaked โ€”\nCUT 2: low hero angle on the colossal black mech-kaiju towering over the skyline as it rears back and unleashes a GIANT terrifying ROAR โ€” jaws wide with fangs, red eyes and chest-core flaring blinding bright, blue lightning arcing off its head, the roar's shockwave rippling dust and rattling windows down the buildings, comic-style speed-lines and ink splatter bursting from the impact of the sound. It leans INTO the camera as the roar peaks. Hold on the roar."913      ],914      "color": "#322",915      "bgcolor": "#533"916    },917    {918      "id": 139,919      "type": "LoadImage",920      "pos": [921        -580,922        5630923      ],924      "size": [925        290,926        330927      ],928      "flags": {},929      "order": 12,930      "mode": 0,931      "inputs": [],932      "outputs": [933        {934          "name": "IMAGE",935          "type": "IMAGE",936          "links": [937            282938          ]939        },940        {941          "name": "MASK",942          "type": "MASK",943          "links": null944        }945      ],946      "properties": {947        "Node name for S&R": "LoadImage"948      },949      "widgets_values": [950        "mecha_dragon_lightning.png",951        "image"952      ]953    },954    {955      "id": 140,956      "type": "MarkdownNote",957      "pos": [958        -1890,959        5830960      ],961      "size": [962        300,963        520964      ],965      "flags": {},966      "order": 13,967      "mode": 0,968      "inputs": [],969      "outputs": [],970      "title": "Note: Size Settings Reference",971      "properties": {},972      "widgets_values": [973        "| megapixels | Aspect | Output (multiple=32) |\n|---|---|---|\n| 0.2 | 16:9 | 608 x 352 |\n| 0.3 | 16:9 | 736 x 416 |\n| 0.4 | 16:9 | 864 x 480 |\n| 0.5 | 16:9 | 960 x 544 |\n| 0.6 | 16:9 | 1056 x 608 |\n| 0.7 | 16:9 | 1152 x 640 |\n| 0.8 | 16:9 | 1216 x 672 |\n| 0.9 | 16:9 | 1280 x 736 |\n| 0.98 | 16:9 | 1344 x 768 |\n| 1.0 | 16:9 | 1376 x 768 |\n| 1.2 | 16:9 | 1504 x 832 |\n| 1.5 | 16:9 | 1664 x 928 |\n| 1.8 | 16:9 | 1824 x 1024 |\n| 2.0 | 16:9 | 1920 x 1088 |\n"974      ],975      "color": "#222",976      "bgcolor": "#000"977    }978  ],979  "links": [980    [981      250,982      120,983      0,984      121,985      1,986      "VAE"987    ],988    [989      251,990      119,991      0,992      122,993      1,994      "VAE"995    ],996    [997      252,998      127,999      0,1000      124,1001      0,1002      "MODEL"1003    ],1004    [1005      253,1006      129,1007      0,1008      125,1009      0,1010      "NOISE"1011    ],1012    [1013      254,1014      126,1015      0,1016      125,1017      1,1018      "GUIDER"1019    ],1020    [1021      255,1022      123,1023      0,1024      125,1025      2,1026      "SAMPLER"1027    ],1028    [1029      256,1030      124,1031      0,1032      125,1033      3,1034      "SIGMAS"1035    ],1036    [1037      257,1038      127,1039      0,1040      126,1041      0,1042      "MODEL"1043    ],1044    [1045      258,1046      122,1047      0,1048      130,1049      0,1050      "IMAGE"1051    ],1052    [1053      259,1054      121,1055      0,1056      130,1057      1,1058      "AUDIO"1059    ],1060    [1061      260,1062      130,1063      0,1064      92,1065      0,1066      "VIDEO"1067    ],1068    [1069      261,1070      132,1071      0,1072      131,1073      0,1074      "FLOAT"1075    ],1076    [1077      270,1078      136,1079      0,1080      126,1081      1,1082      "CONDITIONING"1083    ],1084    [1085      271,1086      136,1087      1,1088      125,1089      4,1090      "LATENT"1091    ],1092    [1093      272,1094      128,1095      0,1096      136,1097      0,1098      "CLIP"1099    ],1100    [1101      273,1102      119,1103      0,1104      136,1105      1,1106      "VAE"1107    ],1108    [1109      274,1110      120,1111      0,1112      136,1113      2,1114      "VAE"1115    ],1116    [1117      275,1118      131,1119      1,1120      136,1121      12,1122      "INT"1123    ],1124    [1125      276,1126      115,1127      0,1128      136,1129      10,1130      "INT"1131    ],1132    [1133      277,1134      115,1135      1,1136      136,1137      11,1138      "INT"1139    ],1140    [1141      278,1142      137,1143      0,1144      136,1145      3,1146      "IMAGE"1147    ],1148    [1149      279,1150      138,1151      0,1152      136,1153      9,1154      "STRING"1155    ],1156    [1157      280,1158      125,1159      0,1160      122,1161      0,1162      "LATENT"1163    ],1164    [1165      281,1166      125,1167      0,1168      121,1169      0,1170      "LATENT"1171    ],1172    [1173      282,1174      139,1175      0,1176      136,1177      4,1178      "IMAGE"1179    ]1180  ],1181  "groups": [1182    {1183      "id": 1,1184      "title": "Models",1185      "bounding": [1186        -1520,1187        4840,1188        700,1189        6701190      ],1191      "color": "#3f789e",1192      "flags": {}1193    },1194    {1195      "id": 2,1196      "title": "Sampling",1197      "bounding": [1198        -280,1199        4840,1200        690,

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