--- title: "ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Flux2 Example" platform: "Promptally" canonical_url: "https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-flux2-example" modality: "WORKFLOW" category: "ComfyUI Workflows" compatible_models: [Universal / Model Agnostic] access_tier: "Free Public Artifact (No Auth Required)" license: "MIT" --- # ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Flux2 Example **Summary:** ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Flux2 Example is a verified WORKFLOW blueprint on Promptally in ComfyUI Workflows optimized for leading AI models. Automated ComfyUI node graph blueprint for ComfyUI Workflow for ComfyUI Workflow for Flux2 Example. Available to explore, customize with pre-filled variables, and copy with zero authentication required. ## Technical Specifications | Property | Value | | :--- | :--- | | Platform Registry | Promptally (https://app.promptally.dev) | | Modality | WORKFLOW | | Category | ComfyUI Workflows | | Compatible Engines | Universal / Model Agnostic | | Dynamic Variables | None (Static Blueprint) | | Approx. Token Length | 5,926 | | Access Tier | Free Public Artifact (No Auth Required) | | License | MIT | ### Pre-Filled Template & Production Source ```json { "id": "7c048efb-a059-44e2-970a-43e1eb472d0d", "revision": 0, "last_node_id": 51, "last_link_id": 138, "nodes": [ { "id": 13, "type": "SamplerCustomAdvanced", "pos": [ 864, 192 ], "size": [ 272.3617858886719, 124.53733825683594 ], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "name": "noise", "type": "NOISE", "link": 37 }, { "name": "guider", "type": "GUIDER", "link": 30 }, { "name": "sampler", "type": "SAMPLER", "link": 19 }, { "name": "sigmas", "type": "SIGMAS", "link": 132 }, { "name": "latent_image", "type": "LATENT", "link": 131 } ], "outputs": [ { "name": "output", "type": "LATENT", "slot_index": 0, "links": [ 24 ] }, { "name": "denoised_output", "type": "LATENT", "links": null } ], "properties": { "Node name for S&R": "SamplerCustomAdvanced" }, "widgets_values": [] }, { "id": 8, "type": "VAEDecode", "pos": [ 866, 367 ], "size": [ 210, 46 ], "flags": {}, "order": 22, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 24 }, { "name": "vae", "type": "VAE", "link": 12 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 9 ] } ], "properties": { "Node name for S&R": "VAEDecode" }, "widgets_values": [] }, { "id": 9, "type": "SaveImage", "pos": [ 1155, 196 ], "size": [ 985.3012084960938, 1060.3828125 ], "flags": {}, "order": 23, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 9 } ], "outputs": [], "properties": {}, "widgets_values": [ "ComfyUI" ] }, { "id": 16, "type": "KSamplerSelect", "pos": [ 480, 740 ], "size": [ 315, 58 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "SAMPLER", "type": "SAMPLER", "links": [ 19 ] } ], "properties": { "Node name for S&R": "KSamplerSelect" }, "widgets_values": [ "euler" ] }, { "id": 22, "type": "BasicGuider", "pos": [ 576, 48 ], "size": [ 222.3482666015625, 46 ], "flags": {}, "order": 20, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 133 }, { "name": "conditioning", "type": "CONDITIONING", "link": 130 } ], "outputs": [ { "name": "GUIDER", "type": "GUIDER", "slot_index": 0, "links": [ 30 ] } ], "properties": { "Node name for S&R": "BasicGuider" }, "widgets_values": [] }, { "id": 40, "type": "VAEEncode", "pos": [ 165.49060363340644, 43.926673731494525 ], "size": [ 140, 46 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 122 }, { "name": "vae", "type": "VAE", "link": 120 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 121 ] } ], "properties": { "Node name for S&R": "VAEEncode" }, "widgets_values": [] }, { "id": 41, "type": "ImageScaleToTotalPixels", "pos": [ -156.19988089586272, -3.7311758283972223 ], "size": [ 270, 82 ], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 123 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 122 ] } ], "properties": { "Node name for S&R": "ImageScaleToTotalPixels" }, "widgets_values": [ "area", 1 ] }, { "id": 42, "type": "LoadImage", "pos": [ -466.82693606301376, -3.7311758283972303 ], "size": [ 274.080078125, 314 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 123 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "LoadImage" }, "widgets_values": [ "fennec_girl_sing.png", "image" ] }, { "id": 45, "type": "ImageScaleToTotalPixels", "pos": [ -160, -380 ], "size": [ 270, 82 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 128 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 126 ] } ], "properties": { "Node name for S&R": "ImageScaleToTotalPixels" }, "widgets_values": [ "area", 1 ] }, { "id": 43, "type": "ReferenceLatent", "pos": [ 362.3569995644578, -36.81875998117904 ], "size": [ 197.712890625, 46 ], "flags": {}, "order": 19, "mode": 4, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 129 }, { "name": "latent", "shape": 7, "type": "LATENT", "link": 125 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 130 ] } ], "properties": { "Node name for S&R": "ReferenceLatent" }, "widgets_values": [] }, { "id": 44, "type": "VAEEncode", "pos": [ 171.32724960075282, -55.05675969081743 ], "size": [ 140, 46 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 126 }, { "name": "vae", "type": "VAE", "link": 127 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 125 ] } ], "properties": { "Node name for S&R": "VAEEncode" }, "widgets_values": [] }, { "id": 46, "type": "LoadImage", "pos": [ -470, -380 ], "size": [ 274.080078125, 314 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 128 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "LoadImage" }, "widgets_values": [ "sunset.png", "image" ] }, { "id": 26, "type": "FluxGuidance", "pos": [ 480, 144 ], "size": [ 317.4000244140625, 58 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 41 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 118 ] } ], "properties": { "Node name for S&R": "FluxGuidance" }, "widgets_values": [ 4 ], "color": "#233", "bgcolor": "#355" }, { "id": 48, "type": "Flux2Scheduler", "pos": [ 524.4243218480328, 840.7535840503427 ], "size": [ 270, 106 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 136 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 138 } ], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [ 132 ] } ], "properties": { "Node name for S&R": "Flux2Scheduler" }, "widgets_values": [ 20, 1024, 1024 ] }, { "id": 39, "type": "ReferenceLatent", "pos": [ 351.86683673369737, 49.883904926480916 ], "size": [ 197.712890625, 46 ], "flags": {}, "order": 18, "mode": 4, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 118 }, { "name": "latent", "shape": 7, "type": "LATENT", "link": 121 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 129 ] } ], "properties": { "Node name for S&R": "ReferenceLatent" }, "widgets_values": [] }, { "id": 47, "type": "EmptyFlux2LatentImage", "pos": [ 480.6795224346065, 447.6751719515771 ], "size": [ 270, 106 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 135 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 137 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 131 ] } ], "properties": { "Node name for S&R": "EmptyFlux2LatentImage" }, "widgets_values": [ 1024, 1024, 1 ] }, { "id": 51, "type": "PrimitiveNode", "pos": [ 110, 740 ], "size": [ 210, 82 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "widget": { "name": "height" }, "links": [ 137, 138 ] } ], "title": "height", "properties": { "Run widget replace on values": false }, "widgets_values": [ 1024, "fixed" ], "color": "#223", "bgcolor": "#335" }, { "id": 50, "type": "PrimitiveNode", "pos": [ 110, 620 ], "size": [ 210, 82 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "widget": { "name": "width" }, "links": [ 135, 136 ] } ], "title": "width", "properties": { "Run widget replace on values": false }, "widgets_values": [ 1024, "fixed" ], "color": "#223", "bgcolor": "#335" }, { "id": 49, "type": "Note", "pos": [ 368.29086262543825, -205.44885961550833 ], "size": [ 210, 112.67995780780103 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Unbypass (CTRL-B) the ReferenceLatent nodes to give ref images. Chain more of them to give more images." ], "color": "#432", "bgcolor": "#653" }, { "id": 25, "type": "RandomNoise", "pos": [ 480, 600 ], "size": [ 315, 82 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "NOISE", "type": "NOISE", "links": [ 37 ] } ], "properties": { "Node name for S&R": "RandomNoise" }, "widgets_values": [ 435922656034510, "randomize" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 38, "type": "CLIPLoader", "pos": [ 50, 270 ], "size": [ 298.1818181818182, 106 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 117 ] } ], "properties": { "Node name for S&R": "CLIPLoader" }, "widgets_values": [ "mistral_3_small_flux2_fp8.safetensors", "flux2", "default" ] }, { "id": 12, "type": "UNETLoader", "pos": [ 48, 144 ], "size": [ 315, 82 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 133 ] } ], "properties": { "Node name for S&R": "UNETLoader" }, "widgets_values": [ "flux2_dev_fp8mixed.safetensors", "default" ], "color": "#223", "bgcolor": "#335" }, { "id": 10, "type": "VAELoader", "pos": [ 48, 432 ], "size": [ 311.81634521484375, 60.429901123046875 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "slot_index": 0, "links": [ 12, 120, 127 ] } ], "properties": { "Node name for S&R": "VAELoader" }, "widgets_values": [ "flux2-vae.safetensors" ] }, { "id": 6, "type": "CLIPTextEncode", "pos": [ 384, 240 ], "size": [ 422.84503173828125, 164.31304931640625 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 117 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 41 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "cute anime girl with gigantic fennec ears and a big fluffy fox tail with long wavy blonde hair and large blue eyes blonde colored eyelashes wearing a pink sweater a large oversized gold trimmed black winter coat and a long blue maxi skirt and a red scarf, she is happy while singing on stage like an idol while holding a microphone, there are colorful lights, it is a postcard held by a hand in front of a beautiful city at sunset and there is cursive writing that says \"Flux 2, Now in ComfyUI\"" ], "color": "#232", "bgcolor": "#353" } ], "links": [ [ 9, 8, 0, 9, 0, "IMAGE" ], [ 12, 10, 0, 8, 1, "VAE" ], [ 19, 16, 0, 13, 2, "SAMPLER" ], [ 24, 13, 0, 8, 0, "LATENT" ], [ 30, 22, 0, 13, 1, "GUIDER" ], [ 37, 25, 0, 13, 0, "NOISE" ], [ 41, 6, 0, 26, 0, "CONDITIONING" ], [ 117, 38, 0, 6, 0, "CLIP" ], [ 118, 26, 0, 39, 0, "CONDITIONING" ], [ 120, 10, 0, 40, 1, "VAE" ], [ 121, 40, 0, 39, 1, "LATENT" ], [ 122, 41, 0, 40, 0, "IMAGE" ], [ 123, 42, 0, 41, 0, "IMAGE" ], [ 125, 44, 0, 43, 1, "LATENT" ], [ 126, 45, 0, 44, 0, "IMAGE" ], [ 127, 10, 0, 44, 1, "VAE" ], [ 128, 46, 0, 45, 0, "IMAGE" ], [ 129, 39, 0, 43, 0, "CONDITIONING" ], [ 130, 43, 0, 22, 1, "CONDITIONING" ], [ 131, 47, 0, 13, 4, "LATENT" ], [ 132, 48, 0, 13, 3, "SIGMAS" ], [ 133, 12, 0, 22, 0, "MODEL" ], [ 135, 50, 0, 47, 0, "INT" ], [ 136, 50, 0, 48, 0, "INT" ], [ 137, 51, 0, 47, 1, "INT" ], [ 138, 51, 0, 48, 1, "INT" ] ], "groups": [], "config": {}, "extra": { "ds": { "scale": 0.9385589950543252, "offset": [ 282.25662200092717, 302.1835721867221 ] }, "frontendVersion": "1.30.6", "groupNodes": { "EmptyLatentImage": { "nodes": [ { "type": "PrimitiveNode", "pos": [ 432, 480 ], "size": { "0": 210, "1": 82 }, "flags": {}, "order": 6, "mode": 0, "outputs": [ { "name": "INT", "type": "INT", "links": [], "widget": { "name": "height" }, "slot_index": 0 } ], "title": "height", "properties": { "Run widget replace on values": false }, "color": "#323", "bgcolor": "#535", "index": 0 }, { "type": "PrimitiveNode", "pos": [ 672, 480 ], "size": { "0": 210, "1": 82 }, "flags": {}, "order": 7, "mode": 0, "outputs": [ { "name": "INT", "type": "INT", "links": [], "slot_index": 0, "widget": { "name": "width" } } ], "title": "width", "properties": { "Run widget replace on values": false }, "color": "#323", "bgcolor": "#535", "index": 1 }, { "type": "EmptySD3LatentImage", "pos": [ 480, 624 ], "size": { "0": 315, "1": 106 }, "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "width", "type": "INT", "link": null, "widget": { "name": "width" } }, { "name": "height", "type": "INT", "link": null, "widget": { "name": "height" } } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "EmptySD3LatentImage" }, "widgets_values": [ 1024, 1024, 1 ], "index": 2 } ], "links": [ [ 1, 0, 2, 0, 34, "INT" ], [ 0, 0, 2, 1, 35, "INT" ] ], "external": [ [ 0, 0, "INT" ], [ 1, 0, "INT" ], [ 2, 0, "LATENT" ] ], "config": { "0": { "output": { "0": { "name": "height" } }, "input": { "value": { "visible": true } } }, "1": { "output": { "0": { "name": "width" } }, "input": { "value": { "visible": true } } }, "2": { "input": { "width": { "visible": false }, "height": { "visible": false } } } } } } }, "version": 0.4 } ``` ## Verified Execution Output / Benchmark ```text Verified execution output available on the canonical page. ``` ## Related Blueprints on Promptally - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Gligen Textbox Example](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-gligen-textbox-example) - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Text To Image](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-text-to-image) - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Image Remixing Multiple](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-image-remixing-multiple) - [ComfyUI 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