CoolFace
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DigitalByte/LTX-2.5-Exploded-View-XPLDV

sourceHugging Faceotherupdated 4d agoView on Hugging Face
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ltx-2.5_distilled_xpldv_example_workflow.json7963 linesDownload Raw Back to workflows
1{2  "id": "394ed254-7306-42a2-9ae6-aa880ce4456d",3  "revision": 1,4  "last_node_id": 5580,5  "last_link_id": 13841,6  "nodes": [7    {8      "id": 5514,9      "type": "792f0fd8-129e-48eb-9904-8d1aa82154d1",10      "pos": [11        -2570,12        323013      ],14      "size": [15        270,16        30017      ],18      "flags": {},19      "order": 17,20      "mode": 0,21      "inputs": [22        {23          "name": "image",24          "type": "IMAGE",25          "link": 1363826        },27        {28          "label": "number of frames",29          "name": "length",30          "type": "INT",31          "widget": {32            "name": "length"33          },34          "link": 1363935        },36        {37          "label": "fps",38          "name": "a",39          "type": "FLOAT",40          "widget": {41            "name": "a"42          },43          "link": 1364044        },45        {46          "name": "audio_vae",47          "type": "VAE",48          "link": 1382349        },50        {51          "name": "vae",52          "type": "VAE",53          "link": 1382554        },55        {56          "label": "bypass_i2v",57          "name": "bypass",58          "type": "BOOLEAN",59          "widget": {60            "name": "bypass"61          },62          "link": 1364363        },64        {65          "label": "video width",66          "name": "width",67          "type": "INT",68          "widget": {69            "name": "width"70          },71          "link": null72        },73        {74          "label": "video height",75          "name": "height",76          "type": "INT",77          "widget": {78            "name": "height"79          },80          "link": null81        },82        {83          "label": "img_strength",84          "name": "strength",85          "type": "FLOAT",86          "widget": {87            "name": "strength"88          },89          "link": null90        }91      ],92      "outputs": [93        {94          "name": "latent",95          "type": "LATENT",96          "links": [97            1365698          ]99        }100      ],101      "properties": {102        "cnr_id": "comfy-core",103        "ver": "0.25.0",104        "previewExposures": []105      },106      "widgets_values": [107        121,108        0,109        false,110        960,111        544,112        18,113        0.7114      ],115      "widgets_values_named": {116        "length": 121,117        "a": 0,118        "bypass": false,119        "width": 960,120        "height": 544,121        "img_compression": 18,122        "strength": 0.7123      }124    },125    {126      "id": 5532,127      "type": "MarkdownNote",128      "pos": [129        -820,130        3060131      ],132      "size": [133        530,134        90135      ],136      "flags": {137        "collapsed": false138      },139      "order": 0,140      "mode": 0,141      "inputs": [],142      "outputs": [],143      "title": "Save video",144      "properties": {},145      "widgets_values": [146        "## Save video\n\nGenerated video preview. Review the opening, separation transition and final arrangement."147      ],148      "color": "#432",149      "bgcolor": "#653"150    },151    {152      "id": 5527,153      "type": "MarkdownNote",154      "pos": [155        -4280,156        4000157      ],158      "size": [159        570,160        420161      ],162      "flags": {163        "collapsed": false164      },165      "order": 1,166      "mode": 0,167      "inputs": [],168      "outputs": [],169      "title": "XPLDV - Settings",170      "properties": {},171      "widgets_values": [172        "## Start with the included PC example\n\n1. Select your installed model files and XPLDV weights.\n2. Download `workflows/xpldv_computer.png` from the release and upload it in **Starting image**. You can also copy it into `ComfyUI/input/` with that filename. A workflow JSON does not contain the image pixels.\n3. The positive prompt already contains the exact tested PC prompt. Keep **use image input** enabled, **enhance positive prompt** off, and XPLDV strength at **0.5**.\n4. Generate the 10-second example. For another subject, replace the image and use the template note directly above the prompt.\n\nThe workflow computes 241 frames at 24 FPS. Leave the API key empty for local encoding. Keep the audio VAE connected; audio direction can be added at the end of the prompt.\n\n[Download sample image](https://huggingface.co/DigitalByte/LTX-2.5-Exploded-View-XPLDV/resolve/main/workflows/xpldv_computer.png)"173      ],174      "color": "#322",175      "bgcolor": "#533"176    },177    {178      "id": 5528,179      "type": "MarkdownNote",180      "pos": [181        -2570,182        2960183      ],184      "size": [185        270,186        190187      ],188      "flags": {189        "collapsed": false190      },191      "order": 2,192      "mode": 0,193      "inputs": [],194      "outputs": [],195      "title": "Preprocess",196      "properties": {},197      "widgets_values": [198        "## Preprocess\n\n**Video dimensions**\n\nadjust video width and video height to determine the output dimensions.\n\n\n**Image conditioning**\n\nAdjust img_strength and img_compression to change the strength of the input image in case you provided one. "199      ],200      "color": "#432",201      "bgcolor": "#653"202    },203    {204      "id": 5529,205      "type": "MarkdownNote",206      "pos": [207        -2170,208        3020209      ],210      "size": [211        310,212        130213      ],214      "flags": {215        "collapsed": false216      },217      "order": 3,218      "mode": 0,219      "inputs": [],220      "outputs": [],221      "title": "Generate - stage 1",222      "properties": {},223      "widgets_values": [224        "## Generate - stage 1\n\n**Sampler - Distilled (8 steps)**\n\nThis takes the distilled ltx-2.5 model and runs the diffusion in 8 steps. You can change the noise seed, the guider cfg (used for both video and audio) and select the sampler. "225      ],226      "color": "#432",227      "bgcolor": "#653"228    },229    {230      "id": 5516,231      "type": "f9337bd7-ca7a-4a59-99f1-65b664bed7e7",232      "pos": [233        -2170,234        3230235      ],236      "size": [237        310,238        270239      ],240      "flags": {},241      "order": 18,242      "mode": 0,243      "inputs": [244        {245          "name": "model",246          "type": "MODEL",247          "link": 13828248        },249        {250          "name": "positive",251          "type": "CONDITIONING",252          "link": 13654253        },254        {255          "name": "negative",256          "type": "CONDITIONING",257          "link": 13655258        },259        {260          "name": "latent_image",261          "type": "LATENT",262          "link": 13656263        },264        {265          "label": "noise seed",266          "name": "noise_seed",267          "type": "INT",268          "widget": {269            "name": "noise_seed"270          },271          "link": null272        },273        {274          "label": "guider cfg",275          "name": "cfg",276          "type": "FLOAT",277          "widget": {278            "name": "cfg"279          },280          "link": null281        }282      ],283      "outputs": [284        {285          "name": "video_latent",286          "type": "LATENT",287          "links": [288            13794289          ]290        },291        {292          "name": "audio_latent",293          "type": "LATENT",294          "links": [295            13799296          ]297        }298      ],299      "properties": {300        "cnr_id": "comfy-core",301        "ver": "0.25.0",302        "previewExposures": []303      },304      "widgets_values": [305        42,306        1,307        "euler_ancestral"308      ],309      "widgets_values_named": {310        "noise_seed": 42,311        "cfg": 1,312        "sampler_name": "euler_ancestral"313      }314    },315    {316      "id": 5531,317      "type": "MarkdownNote",318      "pos": [319        -1260,320        2870321      ],322      "size": [323        410,324        403.046875325      ],326      "flags": {327        "collapsed": false328      },329      "order": 4,330      "mode": 0,331      "inputs": [],332      "outputs": [],333      "title": "Decode",334      "properties": {},335      "widgets_values": [336        "## Decode\n\nMake sure to adjust the number of tiles and overlap to fit your hardware.\n(fewer tiles will result in faster execution, but will require more memory).\n\n### Tiling options from the official workflow\n\nValues are spatial tile size / spatial overlap / temporal tile size / temporal overlap. The current workflow uses `512 / 64 / 128 / 32`. These control decoding memory use, not LoRA strength.\n\n| node settings (pixels)                     | resolved latent geometry        |\n| ------------------------------------------ | ------------------------------- |\n| `512 / 64 / 128 / 32`                      | 16×16, ov 2 / 16f, ov 4         |\n| `768 / 192 / 128 / 32`                     | 24×24, ov 6 / 16f, ov 4         |\n| `1024 / 256 / 128 / 48`                    | 32×32, ov 8 / 16f, ov 6         |\n| `1536 / 384 / 192 / 48`                    | 48×48, ov 12 / 24f, ov 6        |\n| `768 / 192 / spatial-only`                 | 24×24, ov 6 / no temporal split |"337      ],338      "color": "#432",339      "bgcolor": "#653"340    },341    {342      "id": 5518,343      "type": "bee43e38-9234-4e41-86ff-63874164f482",344      "pos": [345        -1260,346        3230347      ],348      "size": [349        320,350        285.875351      ],352      "flags": {},353      "order": 20,354      "mode": 0,355      "inputs": [356        {357          "name": "vae",358          "type": "VAE",359          "link": 13827360        },361        {362          "label": "video_latent",363          "name": "latents",364          "type": "LATENT",365          "link": 13734366        },367        {368          "label": "audio_latent",369          "name": "samples",370          "type": "LATENT",371          "link": 13735372        },373        {374          "name": "audio_vae",375          "type": "VAE",376          "link": 13824377        },378        {379          "name": "fps",380          "type": "FLOAT",381          "widget": {382            "name": "fps"383          },384          "link": 13674385        }386      ],387      "outputs": [388        {389          "name": "VIDEO",390          "type": "VIDEO",391          "links": [392            13675393          ]394        }395      ],396      "properties": {397        "cnr_id": "comfy-core",398        "ver": "0.25.0",399        "previewExposures": []400      },401      "widgets_values": [402        30,403        8,404        512,405        64,406        128,407        32408      ],409      "widgets_values_named": {410        "fps": 30,411        "bit_depth": 8,412        "tile_size": 512,413        "overlap": 64,414        "temporal_size": 128,415        "temporal_overlap": 32416      }417    },418    {419      "id": 5509,420      "type": "PrimitiveStringMultiline",421      "pos": [422        -3570,423        3550424      ],425      "size": [426        350,427        110428      ],429      "flags": {},430      "order": 5,431      "mode": 0,432      "inputs": [],433      "outputs": [434        {435          "name": "STRING",436          "type": "STRING",437          "links": [438            13631439          ]440        }441      ],442      "title": "Prompt (negative)",443      "properties": {444        "cnr_id": "comfy-core",445        "ver": "0.25.0",446        "Node name for S&R": "PrimitiveStringMultiline"447      },448      "widgets_values": [449        ""450      ],451      "color": "#322",452      "bgcolor": "#533"453    },454    {455      "id": 5511,456      "type": "PrimitiveFloat",457      "pos": [458        -3570,459        4070460      ],461      "size": [462        350,463        70464      ],465      "flags": {},466      "order": 6,467      "mode": 0,468      "inputs": [],469      "outputs": [470        {471          "name": "FLOAT",472          "type": "FLOAT",473          "links": [474            13633475          ]476        }477      ],478      "title": "fps (frames per second)",479      "properties": {480        "cnr_id": "comfy-core",481        "ver": "0.25.0",482        "Node name for S&R": "PrimitiveFloat"483      },484      "widgets_values": [485        24486      ],487      "color": "#2a363b",488      "bgcolor": "#3f5159"489    },490    {491      "id": 5544,492      "type": "PreviewAny",493      "pos": [494        -3130,495        3950496      ],497      "size": [498        410,499        260500      ],501      "flags": {},502      "order": 16,503      "mode": 0,504      "inputs": [505        {506          "name": "source",507          "type": "*",508          "link": 13793509        }510      ],511      "outputs": [512        {513          "name": "STRING",514          "type": "STRING",515          "links": []516        }517      ],518      "title": "Effective positive prompt (enhanced if enabled)",519      "properties": {520        "cnr_id": "comfy-core",521        "ver": "0.32.0",522        "Node name for S&R": "PreviewAny"523      },524      "widgets_values": [],525      "color": "#232",526      "bgcolor": "#353"527    },528    {529      "id": 2004,530      "type": "LoadImage",531      "pos": [532        -3570,533        3700534      ],535      "size": [536        350,537        330538      ],539      "flags": {},540      "order": 7,541      "mode": 0,542      "inputs": [],543      "outputs": [544        {545          "name": "IMAGE",546          "type": "IMAGE",547          "links": [548            13740549          ]550        },551        {552          "name": "MASK",553          "type": "MASK",554          "links": []555        }556      ],557      "properties": {558        "cnr_id": "comfy-core",559        "ver": "0.3.56",560        "Node name for S&R": "LoadImage"561      },562      "widgets_values": [563        "xpldv_computer.png",564        "image"565      ],566      "color": "#232",567      "bgcolor": "#353",568      "title": "Starting image - xpldv_computer.png",569      "widgets_values_named": {570        "image": "xpldv_computer.png",571        "upload": "image"572      }573    },574    {575      "id": 5014,576      "type": "c28230e9-b195-4ec2-9679-39e1e920f733",577      "pos": [578        -3130,579        3230580      ],581      "size": [582        420,583        690584      ],585      "flags": {},586      "order": 15,587      "mode": 0,588      "inputs": [589        {590          "label": "text encoder clip",591          "name": "clip",592          "type": "CLIP",593          "link": 13837594        },595        {596          "label": "text enhancer clip",597          "name": "clip_1",598          "type": "CLIP",599          "link": 13838600        },601        {602          "label": "image",603          "name": "input",604          "type": "IMAGE,MASK",605          "link": 13740606        },607        {608          "label": "use image input",609          "name": "value_3",610          "type": "BOOLEAN",611          "widget": {612            "name": "value_3"613          },614          "link": null615        },616        {617          "label": "Positive prompt",618          "name": "value_2",619          "type": "STRING",620          "widget": {621            "name": "value_2"622          },623          "link": 13630624        },625        {626          "label": "Enhance positive prompt",627          "name": "cond",628          "type": "BOOLEAN",629          "widget": {630            "name": "cond"631          },632          "link": null633        },634        {635          "label": "Negative prompt",636          "name": "text",637          "type": "STRING",638          "widget": {639            "name": "text"640          },641          "link": 13631642        },643        {644          "label": "fps",645          "name": "value",646          "type": "FLOAT",647          "widget": {648            "name": "value"649          },650          "link": 13633651        },652        {653          "label": "duration in seconds",654          "name": "value_5",655          "type": "FLOAT",656          "widget": {657            "name": "value_5"658          },659          "link": 13634660        },661        {662          "label": "enhancer_seed",663          "name": "seed",664          "type": "INT",665          "widget": {666            "name": "seed"667          },668          "link": null669        },670        {671          "label": "LTX API key (use api for text encoding to save memory)",672          "name": "value_4",673          "type": "STRING",674          "widget": {675            "name": "value_4"676          },677          "link": null678        },679        {680          "label": "ltx model ckpt path",681          "name": "ckpt_name",682          "type": "COMBO",683          "widget": {684            "name": "ckpt_name"685          },686          "link": 13839687        }688      ],689      "outputs": [690        {691          "label": "bypass_i2v",692          "name": "BOOLEAN",693          "type": "BOOLEAN",694          "links": [695            13643,696            13798697          ]698        },699        {700          "label": "resized image",701          "name": "resized",702          "type": "IMAGE",703          "links": [704            13638,705            13797706          ]707        },708        {709          "label": "effective_positive_prompt",710          "name": "enhanced_prompt",711          "type": "STRING",712          "links": [713            13793714          ]715        },716        {717          "label": "positive_encoded",718          "name": "positive",719          "type": "CONDITIONING",720          "links": [721            13654,722            13801723          ]724        },725        {726          "label": "negative_encoded",727          "name": "negative",728          "type": "CONDITIONING",729          "links": [730            13655,731            13802732          ]733        },734        {735          "label": "fps",736          "name": "FLOAT",737          "type": "FLOAT",738          "links": [739            13640,740            13674741          ]742        },743        {744          "label": "number of frames",745          "name": "INT",746          "type": "INT",747          "links": [748            13639749          ]750        }751      ],752      "properties": {753        "cnr_id": "comfy-core",754        "ver": "0.25.0",755        "previewExposures": []756      },757      "widgets_values": [758        true,759        "",760        false,761        "",762        24,763        10,764        457289196,765        "",766        "ltx-2.5-22b-distilled-transformer-bf16.safetensors"767      ],768      "widgets_values_named": {769        "value_3": true,770        "value_2": "",771        "cond": false,772        "text": "",773        "value": 24,774        "value_5": 10,775        "seed": 457289196,776        "value_4": "",777        "ckpt_name": "ltx-2.5-22b-distilled-transformer-bf16.safetensors"778      }779    },780    {781      "id": 5530,782      "type": "MarkdownNote",783      "pos": [784        -1720,785        2990786      ],787      "size": [788        330,789        160790      ],791      "flags": {792        "collapsed": false793      },794      "order": 8,795      "mode": 0,796      "inputs": [],797      "outputs": [],798      "title": "Generate - stage 2",799      "properties": {},800      "widgets_values": [801        "## Generate - stage 2\n\n**Upscale and re-sampler (3 steps)**\n\nThis subgraph node upscales the result of the first stage by 2 (width & height) and runs another 3 steps of diffusion after adding noise on the input latent. You can adjust the noise seed and the sampler/guider used in this diffusion stage. The original image is used here again for conditioning, if you entered one."802      ],803      "color": "#432",804      "bgcolor": "#653"805    },806    {807      "id": 5508,808      "type": "PrimitiveStringMultiline",809      "pos": [810        -3570,811        3220812      ],813      "size": [814        350,815        300816      ],817      "flags": {},818      "order": 9,819      "mode": 0,820      "inputs": [],821      "outputs": [822        {823          "name": "STRING",824          "type": "STRING",825          "links": [826            13630827          ]828        }829      ],830      "title": "Positive prompt - Desktop PC example",831      "properties": {832        "cnr_id": "comfy-core",833        "ver": "0.25.0",834        "Node name for S&R": "PrimitiveStringMultiline"835      },836      "widgets_values": [837        "The desktop computer tower separates into an ordered exploded view. The glass side panel, front panel, top cover and lower power-supply cover move outward along controlled paths, revealing the motherboard, graphics card, liquid-cooling assembly and power supply. The components separate into an organized layered arrangement around the case while retaining their original shapes. The case base stays on the desk. The camera slowly orbits to the right around the computer from the starting three-quarter view. The blue-white computer lighting and surrounding room remain consistent throughout the continuous shot."838      ],839      "color": "#232",840      "bgcolor": "#353"841    },842    {843      "id": 4852,844      "type": "SaveVideo",845      "pos": [846        -820,847        3230848      ],849      "size": [850        530,851        125.890625852      ],853      "flags": {},854      "order": 21,855      "mode": 0,856      "inputs": [857        {858          "name": "video",859          "type": "VIDEO",860          "link": 13675861        }862      ],863      "outputs": [864        {865          "name": "video",866          "type": "VIDEO",867          "links": []868        }869      ],870      "properties": {871        "cnr_id": "comfy-core",872        "ver": "0.14.1",873        "Node name for S&R": "SaveVideo"874      },875      "widgets_values": [876        "output",877        "auto",878        "auto"879      ]880    },881    {882      "id": 5576,883      "type": "MarkdownNote",884      "pos": [885        -4280,886        2630887      ],888      "size": [889        580,890        703.609375891      ],892      "flags": {893        "collapsed": false894      },895      "order": 10,896      "mode": 0,897      "inputs": [],898      "outputs": [],899      "title": "Model Links",900      "properties": {},901      "widgets_values": [902        "## Model Links\n\n**LTX-2.5 Model Weights**\n\nMake sure to click the \"Agree and Access\" button the first time you download.\n\n- [ Distilled model - ltx-2.5-22b-distilled-transformer-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/diffusion_models/ltx-2.5-22b-distilled-transformer-bf16.safetensors)\n\n- [ Audio VAE - ltx-2.5-audio-vae-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-audio-vae-bf16.safetensors)\n\n- Video VAE - one of these:\n  - [ Diffusion decoder ltx-2.5-video-vae-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-bf16.safetensors) - Best quality\n  - [ Convolutional decoder - ltx-2.5-video-vae-conv-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-conv-bf16.safetensors) - Lower memory & faster\n\n- [ Selected upscaler - ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/latent_upscale_models/ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors)\n\n- [ LTX-2.3 upscaler - ltx-2.3-spatial-upscaler-x2-1.1.safetensors ](https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors)\n\n\n\n**Text Encoder - finetuned for LTX-2.5**\n- [gemma4-12b-with-proj-ltx-2.5-bf16.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/text_encoders/gemma4-12b-with-proj-ltx-2.5-bf16.safetensors)\n\n**Text Enhancer**\n- [Google Gemma 4 E2B IT](https://huggingface.co/Comfy-Org/gemma-4/blob/main/text_encoders/gemma4_e2b_it_bf16.safetensors)\n\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── gemma4-12b-with-proj-ltx-2.5-bf16.safetensors\n│   │      └── gemma4_e2b_it_bf16.safetensors\n│   ├── 📂 diffusion_models/\n│   │      └── ltx-2.5-22b-distilled-transformer-bf16.safetensors\n│   ├── 📂 vae/\n│   │      └── ltx-2.5-audio-vae-bf16.safetensors\n│   │      └── ltx-2.5-video-vae-conv-bf16.safetensors / ltx-2.5-video-vae-bf16.safetensors\n│   ├── 📂 latent_upscale_models/\n│          └── ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors\n```\n\n## Report Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n"903      ],904      "color": "#432",905      "bgcolor": "#653"906    },907    {908      "id": 5575,909      "type": "f007aab9-e7ad-4b10-974c-4d7cc55001a9",910      "pos": [911        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