{ "id": "28d10d72-5e0a-4f3c-afae-a444871ae4be", "revision": 0, "last_node_id": 141, "last_link_id": 204, "nodes": [ { "id": 123, "type": "MarkdownNote", "pos": [ 843.0882384557411, 295.76931998589225 ], "size": [ 480, 668.3333333333334 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model links (for local users)\n\n**text_encoders**\n\n- [qwen_3_4b.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors)\n\n**diffusion_models**\n\n- [flux-2-klein-4b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-4b-fp8/resolve/main/flux-2-klein-4b-fp8.safetensors)\n\n**vae**\n\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\n\n\nModel Storage Location\n\n```\n๐Ÿ“‚ ComfyUI/\nโ”œโ”€โ”€ ๐Ÿ“‚ models/\nโ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ text_encoders/\nโ”‚ โ”‚ โ””โ”€โ”€ qwen_3_4b.safetensors\nโ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ diffusion_models/\nโ”‚ โ”‚ โ””โ”€โ”€ flux-2-klein-4b-fp8.safetensors\nโ”‚ โ””โ”€โ”€ ๐Ÿ“‚ vae/\nโ”‚ โ””โ”€โ”€ flux2-vae.safetensors\n```\n\n## Report issues\n\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\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" ], "color": "#222", "bgcolor": "#000" }, { "id": 125, "type": "c66eade4-2b26-4746-b0e4-7959ced82cca", "pos": [ 1783.0742148717734, 917.4464805632904 ], "size": [ 400, 355 ], "flags": {}, "order": 7, "mode": 4, "inputs": [ { "label": "prompt", "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": null }, { "label": "reference_image1", "name": "image", "type": "IMAGE", "link": 189 }, { "label": "reference_image2", "name": "image_1", "type": "IMAGE", "link": 190 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 192 ] } ], "properties": { "proxyWidgets": [ [ "108", "noise_seed" ], [ "109", "unet_name" ], [ "110", "clip_name" ], [ "112", "vae_name" ], [ "111", "text" ], [ "108", "control_after_generate" ] ], "cnr_id": "comfy-core", "ver": "0.8.2", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 126, "type": "MarkdownNote", "pos": [ 1963.0891152125885, 155.78122511340325 ], "size": [ 210, 88 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [], "title": "Note", "properties": {}, "widgets_values": [ "Click on the top-right corner of the node to open the [subgraph](https://docs.comfy.org/interface/features/subgraph) \n๐Ÿ‘‡" ], "color": "#222", "bgcolor": "#000" }, { "id": 128, "type": "PreviewImage", "pos": [ 2258.0825222156573, 917.4464805632904 ], "size": [ 187.5, 39.666665395100914 ], "flags": {}, "order": 10, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 192 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.9.2", "Node name for S&R": "PreviewImage" }, "widgets_values": [] }, { "id": 129, "type": "c1fd30b0-ef8a-40af-a5a7-2386b758d5ea", "pos": [ 1783.0742148717734, 300.77505907192244 ], "size": [ 400, 355 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "label": "prompt", "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 197 }, { "name": "image", "type": "IMAGE", "link": 193 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 195 ] } ], "properties": { "proxyWidgets": [ [ "73", "noise_seed" ], [ "70", "unet_name" ], [ "71", "clip_name" ], [ "72", "vae_name" ], [ "74", "text" ], [ "73", "control_after_generate" ] ], "cnr_id": "comfy-core", "ver": "0.8.2", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 124, "type": "LoadImage", "pos": [ 1358.4122510229408, 905.4326926555486 ], "size": [ 320, 355 ], "flags": {}, "order": 2, "mode": 4, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 190 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "LoadImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "comfy_logo_blue.png", "image" ] }, { "id": 130, "type": "LoadImage", "pos": [ 1358.4122333963544, 297.0978005675927 ], "size": [ 320, 425 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 189, 193 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "LoadImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "CornellBox.png", "image" ] }, { "id": 1, "type": "Spreadsheet2Video", "pos": [ -573.6531212047789, -62.95617547036101 ], "size": [ 400, 200 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "first_image", "shape": 7, "type": "IMAGE", "link": null }, { "name": "spreadsheet", "type": "STRING", "widget": { "name": "spreadsheet" }, "link": 201 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": null }, { "name": "AUDIO", "type": "AUDIO", "links": null } ], "properties": { "cnr_id": "Spreadsheet2Video-ComfyUI", "ver": "124a748d32efef2cfb93e52f6fb4403d70f790fd", "Node name for S&R": "Spreadsheet2Video" }, "widgets_values": [ "" ] }, { "id": 2, "type": "Spreadsheet2VideoInputImage", "pos": [ -441.74350424492116, 316.75384921013716 ], "size": [ 312.483984375, 158 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [] }, { "name": "COLUMN2", "type": null, "links": [ 200, 204 ] }, { "name": "COLUMN3", "type": null, "links": null }, { "name": "COLUMN4", "type": null, "links": null }, { "name": "COLUMN5", "type": null, "links": null }, { "name": "COLUMN6", "type": null, "links": null } ], "properties": { "cnr_id": "Spreadsheet2Video-ComfyUI", "ver": "124a748d32efef2cfb93e52f6fb4403d70f790fd", "Node name for S&R": "Spreadsheet2VideoInputImage" }, "widgets_values": [ "imageedit" ] }, { "id": 127, "type": "PreviewImage", "pos": [ 2842.4639895421856, 48.33607327289575 ], "size": [ 187.5, 246 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 194 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.9.2", "Node name for S&R": "PreviewImage" }, "widgets_values": [] }, { "id": 131, "type": "Text Overlay", "pos": [ 2257.5566753408934, 72.908431715859 ], "size": [ 400, 352 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 195 }, { "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 204 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 194 ] } ], "properties": { "cnr_id": "comfyui-textoverlay", "ver": "1.0.1", "Node name for S&R": "Text Overlay" }, "widgets_values": [ "Klein 9b fp4", 80, "ariblk.ttf", "#FFFFFF", "#000000", 0.2, 16, "center", "bottom", 0, 0, 4 ] }, { "id": 132, "type": "StringConcatenate", "pos": [ 187.0118033943401, 193.46649139682822 ], "size": [ 400, 200 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "string_b", "type": "STRING", "widget": { "name": "string_b" }, "link": 200 } ], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 197 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "StringConcatenate" }, "widgets_values": [ "Make this image look like ", "", "" ] }, { "id": 4, "type": "Spreadsheet2VideoMultiplySpreadsheet", "pos": [ -1212.012885568908, -111.8842000008096 ], "size": [ 420.9296347192901, 434.5225326922246 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 201 ] } ], "properties": { "cnr_id": "Spreadsheet2Video-ComfyUI", "ver": "124a748d32efef2cfb93e52f6fb4403d70f790fd", "Node name for S&R": "Spreadsheet2VideoMultiplySpreadsheet" }, "widgets_values": [ "subworkflow\nimageedit", "Style\n1940s photo\n1950s photo\n1960s photo\n1970s photo\n1980s photo\n1990s photo\n2000s photo\n3D papercut shadow box\nabstract expressionist painting\nabstract style\nadvertising poster style\nAerial Photography\nalien-themed\nanalog film photo\nanamorphic drawing\nanime artwork\narchitectural style\nart deco style\nart nouveau style\nAstrophotography \nautomotive advertisement style\nbiomechanical cyberpunk\nbiomechanical style\nBird Photography \nBlack and White Photography \nBokeh photograph\nBoudoir Photography \nbreathtaking\nBubble Bobble style\nBubbles\nCandy\ncinematic film still\ncinematic photo\ncollage style\ncomic\nComposite photography\nconcept art\nConceptual Photography\nConceptual Still Life Photography \nConcert Photography \nconstructivist style\nCool tones/Warm tones\ncorporate branding style\nCrystals\ncubist artwork\nCyanotype \ncybernetic style\ncyberpunk cityscape\ncyberpunk game style\nDeep Space Photography\nDigital Photography\ndisco-themed\nDocumentary Photography\nDocumentary Wedding Photography\nDoodle drawing\nDouble Exposure photography\ndreamscape\ndystopian style\nEarth tones/Jewel tones\nEditorial photography\nEnvironmental Portraiture \nEquine Photography\nethereal fantasy concept art of \nEvent Photography \nExperimental Photography\nexpressionist\nExtreme close-upย \nfairy tale\nFamily Photography \nFantasy style\nfashion editorial style\nFashion Photography \nfighting game style\nfilm noir style\nFilm Photography\nFine Art Landscape Photography\nFine Art Nude Photography\nFine Art Photography\nFine Art Wedding Photography\nFlash photography\nflat papercut style\nForest Photography\nfuturistic style\nGesture drawing\nGlamour Photography\nGolden hour\ngothic style\ngourmet food photo\ngraffiti style\ngrunge style\nGTA-style artwork\nHDR photo\nHeadshot Photography\nHigh Dynamic Range (HDR) Photography\nHigh key/Low key photograph\nHigh-Speed Sports Photography\nhorror-themed\nhyperrealistic art\nimpressionist painting\nInfrared Photography\nInstant photography\niphone photo\nIron wool photography\nisometric style\nkawaii style\nkirigami representation\nKirlian Photography\nLegend of Zelda style\nLight and shadow\nLight Painting\nLight Trail Photography\nLiminal Photo\nline art drawing\nLomography\nLong Exposure Photography \nlovecraftian horror\nLow angle/high angle photograph\nLow shutter speed photography\nlow-poly style\nluxury product style\nmacabre style\nMacro flower photography\nMacro Photography \nmanga style\nMarker illustration\nmetropolis-themed\nMinecraft style\nMinimalist Photography\nminimalist style\nmonochrome\nMultiple Exposure Photography\nNatural Lighting Photography\nnautical-themed\nNeon lighting\nneon noir\nneonpunk style\norigami style\nPanoramic Astrophotography\nPanoramic Photography \npaper mache representation\npaper quilling art\nPapercraft\npapercut collage\nPastels/Vibrant\nPet Photography\nPhotojournalism\nPinhole Photography\npixel-art\nplay-doh style\npointillism style\nPokรฉmon style\npop Art style\nPorcelain\nPortrait Photography\npsychedelic style\nReal Estate Photography\nReflection photography\nrenaissance style\nretail packaging style\nretro arcade style\nretro cyberpunk\nretro game art\nretro-futuristic\nRisograph\nrole-playing game (RPG) style fantasy\nsci-fi style\nScientific Photography\nSelf portrait photography\nSketching style\nsilhouette style\nSmartphone Photography\nSmoke Art Photography\nspace-themed\nSports Photography\nstacked papercut art\nstained glass style\nsteampunk style\nStencil\nStereoscopic Photography\nStill Life Photography\nstippling style\nStock Photography \nstrategy game style\nStreet fashion portraits\nStreet Fighter style\nStreet Photography\nStudio Photography\nSuper Mario style\nSurreal Photography\nsurrealist art\ntechwear fashion\ntexture photo\ntop down\nclose-up\nthick layered papercut art\nTilt-Shift Photography\nTravel Photography \nTravel Portraiture \ntribal style\ntypographic art\nUnderwater Fashion Photography\nUnderwater Photography\nUrban Exploration Photography\nUrban Night Photography\nvaporwave style\nVolumetric lighting\nwatercolor painting\nWildlife Photography\nzentangle drawing" ] }, { "id": 141, "type": "MarkdownNote", "pos": [ -784.2895817421252, 636.7721403562883 ], "size": [ 361.2821542337862, 221.8269992353355 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "The normal save video in ComfyUI skips frames some times.\n\nTo make a video\n\n```\nls -1rt | (while read i; do echo \"file $i\"; echo \"duration 1\"; done) >images.txt\n\nffmpeg \\\n-f concat -i images.txt \\\n-r 12 \\\n-c:v h264_nvenc \\\n-preset p7 -rc constqp -cq 23 -profile:v high \\\nt.mp4\n```" ], "color": "#432", "bgcolor": "#653" } ], "links": [ [ 189, 130, 0, 125, 1, "IMAGE" ], [ 190, 124, 0, 125, 2, "IMAGE" ], [ 192, 125, 0, 128, 0, "IMAGE" ], [ 193, 130, 0, 129, 1, "IMAGE" ], [ 194, 131, 0, 127, 0, "IMAGE" ], [ 195, 129, 0, 131, 0, "IMAGE" ], [ 197, 132, 0, 129, 0, "STRING" ], [ 200, 2, 1, 132, 0, "STRING" ], [ 201, 4, 0, 1, 1, "STRING" ], [ 204, 2, 1, 131, 1, "STRING" ] ], "groups": [ { "id": 5, "title": "Multiple input example๏ผˆSelect all nodes then Ctrl-B to enable/disable๏ผ‰", "bounding": [ 1753.0805759627015, 825.7734124820458, 991.6666666666667, 600 ], "color": "#3f789e", "flags": {} } ], "definitions": { "subgraphs": [ { "id": "c66eade4-2b26-4746-b0e4-7959ced82cca", "version": 1, "state": { "lastGroupId": 5, "lastNodeId": 141, "lastLinkId": 204, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Image Edit (Flux.2 Klein 4B Distilled)", "inputNode": { "id": -10, "bounding": [ -730, 580, 142.36328125, 180 ] }, "outputNode": { "id": -20, "bounding": [ 1295.3333202680028, 573.833333604156, 120, 60 ] }, "inputs": [ { "id": "88ef7204-7170-4353-abd9-165480205784", "name": "noise_seed", "type": "INT", "linkIds": [ 158 ], "pos": [ -607.63671875, 600 ] }, { "id": "ae713dbf-52cb-471a-807d-b12fa9acbb48", "name": "unet_name", "type": "COMBO", "linkIds": [ 159 ], "pos": [ -607.63671875, 620 ] }, { "id": "f29f705e-e43a-4502-b231-a1eea93a1d69", "name": "clip_name", "type": "COMBO", "linkIds": [ 160 ], "pos": [ -607.63671875, 640 ] }, { "id": "a954f490-386b-4367-9ea1-1b65913963a5", "name": "vae_name", "type": "COMBO", "linkIds": [ 161 ], "pos": [ -607.63671875, 660 ] }, { "id": "7061147a-fb75-450d-8e97-c8be594a8e16", "name": "text", "type": "STRING", "linkIds": [ 162 ], "label": "prompt", "pos": [ -607.63671875, 680 ] }, { "id": "68629112-b7b0-41ce-8912-23adad00d3db", "name": "image", "type": "IMAGE", "linkIds": [ 175 ], "label": "reference_image1", "pos": [ -607.63671875, 700 ] }, { "id": "7e0c98fd-26e9-412a-a112-171e50fe2d0c", "name": "image_1", "type": "IMAGE", "linkIds": [ 186 ], "label": "reference_image2", "pos": [ -607.63671875, 720 ] } ], "outputs": [ { "id": "c5e7966d-07ed-4c9a-ad89-9d378a41ea7b", "name": "IMAGE", "type": "IMAGE", "linkIds": [ 153 ], "localized_name": "IMAGE", "pos": [ 1315.3333202680028, 593.833333604156 ] } ], "widgets": [], "nodes": [ { "id": 103, "type": "KSamplerSelect", "pos": [ 461.33308516139647, 468.8332546594476 ], "size": [ 270, 83 ], "flags": {}, "order": 0, "mode": 4, "inputs": [], "outputs": [ { "localized_name": "SAMPLER", "name": "SAMPLER", "type": "SAMPLER", "links": [ 144 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "KSamplerSelect", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "euler" ] }, { "id": 104, "type": "Flux2Scheduler", "pos": [ 461.33308516139647, 568.8331653051255 ], "size": [ 270, 131 ], "flags": {}, "order": 4, "mode": 4, "inputs": [ { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 171 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 173 } ], "outputs": [ { "localized_name": "SIGMAS", "name": "SIGMAS", "type": "SIGMAS", "links": [ 145 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "Flux2Scheduler", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 4, 1024, 1024 ] }, { "id": 105, "type": "CFGGuider", "pos": [ 461.33308516139647, 328.83329181398204 ], "size": [ 270, 123 ], "flags": {}, "order": 5, "mode": 4, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 139 }, { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 184 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 185 } ], "outputs": [ { "localized_name": "GUIDER", "name": "GUIDER", "type": "GUIDER", "links": [ 143 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "CFGGuider", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 1 ] }, { "id": 106, "type": "SamplerCustomAdvanced", "pos": [ 761.3332568060127, 248.83326069900386 ], "size": [ 212.3638671875, 131 ], "flags": {}, "order": 6, "mode": 4, "inputs": [ { "localized_name": "noise", "name": "noise", "type": "NOISE", "link": 142 }, { "localized_name": "guider", "name": "guider", "type": "GUIDER", "link": 143 }, { "localized_name": "sampler", "name": "sampler", "type": "SAMPLER", "link": 144 }, { "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS", "link": 145 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 146 } ], "outputs": [ { "localized_name": "output", "name": "output", "type": "LATENT", "links": [ 147 ] }, { "localized_name": "denoised_output", "name": "denoised_output", "type": "LATENT", "links": [] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "SamplerCustomAdvanced", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 107, "type": "VAEDecode", "pos": [ 1015.333273150897, 178.83335256086806 ], "size": [ 220, 71 ], "flags": {}, "order": 7, "mode": 4, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 147 }, { 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