{ "id": "92112d97-bb64-4b44-86f2-ea5691ef8f6e", "revision": 0, "last_node_id": 130, "last_link_id": 214, "nodes": [ { "id": 9, "type": "SaveImage", "pos": [ 739.9999780337128, 830.0000112625928 ], "size": [ 420, 470 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 154 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "Node name for S&R": "SaveImage", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "Flux2-Klein-4b-base" ] }, { "id": 76, "type": "LoadImage", "pos": [ -80.00004121410461, 830.0000112625928 ], "size": [ 320, 470 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 155, 169 ] }, { "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, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "robed_women.png", "image" ] }, { "id": 94, "type": "SaveImage", "pos": [ 739.9999780337128, 1469.999976584493 ], "size": [ 420, 480 ], "flags": {}, "order": 7, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 171 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "Node name for S&R": "SaveImage", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "Flux2-Klein-4b-base" ] }, { "id": 81, "type": "LoadImage", "pos": [ -80.00004121410461, 1440.0000004634892 ], "size": [ 320, 480 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 172 ] }, { "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, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "pink_tone_chair.png", "image" ] }, { "id": 97, "type": "MarkdownNote", "pos": [ -750.0000483903066, 830.0000112625928 ], "size": [ 610, 856.59375 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links (for Local Users)\n\n**diffusion_models**\n\n- [flux-2-klein-base-4b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-4b-fp8/resolve/main/flux-2-klein-base-4b-fp8.safetensors)\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**vae**\n\n- [full_encoder_small_decoder.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors)\n\n\n## Model Storage Location\n\n```\nπŸ“‚ ComfyUI/\nβ”œβ”€β”€ πŸ“‚ models/\nβ”‚ β”œβ”€β”€ πŸ“‚ diffusion_models/\nβ”‚ β”‚ └── flux-2-klein-base-4b-fp8.safetensors\nβ”‚ β”œβ”€β”€ πŸ“‚ text_encoders/\nβ”‚ β”‚ └── qwen_3_4b.safetensors\nβ”‚ └── πŸ“‚ vae/\nβ”‚ └── full_encoder_small_decoder.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" ], "color": "#222", "bgcolor": "#000" }, { "id": 99, "type": "MarkdownNote", "pos": [ 479.99989283702166, 650.0000011588745 ], "size": [ 230, 120 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [], "title": "Note", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "The node below is a subgraph. Learn more at [Subgraph docs](https://docs.comfy.org/interface/features/subgraph)" ], "color": "#222", "bgcolor": "#000" }, { "id": 75, "type": "7b34ab90-36f9-45ba-a665-71d418f0df18", "pos": [ 309.99991129213686, 830.0000112625928 ], "size": [ 400, 470 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "label": "prompt", "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": null }, { "name": "image", "type": "IMAGE", "link": 155 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 154 ] } ], "properties": { "proxyWidgets": [ [ "70", "unet_name" ], [ "71", "clip_name" ], [ "72", "vae_name" ], [ "74", "text" ], [ "73", "noise_seed" ], [ "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, "ue_properties": { "widget_ue_connectable": { "text": true }, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [] }, { "id": 92, "type": "65c22b29-59aa-496b-89c6-55a603658670", "pos": [ 319.9999617620699, 1469.999976584493 ], "size": [ 380, 480 ], "flags": {}, "order": 5, "mode": 4, "inputs": [ { "label": "prompt", "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": null }, { "label": "reference_image1", "name": "image", "type": "IMAGE", "link": 169 }, { "label": "reference_image2", "name": "image_1", "type": "IMAGE", "link": 172 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 171 ] } ], "title": "Image Edit (Flux.2 Klein 4B Distilled)", "properties": { "proxyWidgets": [ [ "106", "unet_name" ], [ "111", "clip_name" ], [ "107", "vae_name" ], [ "113", "text" ], [ "105", "noise_seed" ], [ "105", "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, "ue_properties": { "widget_ue_connectable": { "text": true }, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [] } ], "links": [ [ 154, 75, 0, 9, 0, "IMAGE" ], [ 155, 76, 0, 75, 1, "IMAGE" ], [ 169, 76, 0, 92, 1, "IMAGE" ], [ 171, 92, 0, 94, 0, "IMAGE" ], [ 172, 81, 0, 92, 2, "IMAGE" ] ], "groups": [ { "id": 3, "title": "Multiple input example（Select all nodes then Ctrl-B to enable/disableοΌ‰", "bounding": [ 300, 1370, 900, 670 ], "color": "#3f789e", "font_size": 24, "flags": {} } ], "definitions": { "subgraphs": [ { "id": "7b34ab90-36f9-45ba-a665-71d418f0df18", "version": 1, "state": { "lastGroupId": 7, "lastNodeId": 130, "lastLinkId": 214, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Image Edit (Flux.2 Klein 4B)", "inputNode": { "id": -10, "bounding": [ -700, 540, 120, 140 ] }, "outputNode": { "id": -20, "bounding": [ 1373.6666536013363, 549.0277780034634, 120, 60 ] }, "inputs": [ { "id": "ae713dbf-52cb-471a-807d-b12fa9acbb48", "name": "unet_name", "type": "COMBO", "linkIds": [ 159 ], "pos": [ -600, 560 ] }, { "id": "f29f705e-e43a-4502-b231-a1eea93a1d69", "name": "clip_name", "type": "COMBO", "linkIds": [ 160 ], "pos": [ -600, 580 ] }, { "id": "a954f490-386b-4367-9ea1-1b65913963a5", "name": "vae_name", "type": "COMBO", "linkIds": [ 161 ], "pos": [ -600, 600 ] }, { "id": "7061147a-fb75-450d-8e97-c8be594a8e16", "name": "text", "type": "STRING", "linkIds": [ 162 ], "label": "prompt", "pos": [ -600, 620 ] }, { "id": "68629112-b7b0-41ce-8912-23adad00d3db", "name": "image", "type": "IMAGE", "linkIds": [ 175 ], "pos": [ -600, 640 ] } ], "outputs": [ { "id": "c5e7966d-07ed-4c9a-ad89-9d378a41ea7b", "name": "IMAGE", "type": "IMAGE", "linkIds": [ 153 ], "localized_name": "IMAGE", "pos": [ 1393.6666536013363, 569.0277780034634 ] } ], "widgets": [], "nodes": [ { "id": 61, "type": "KSamplerSelect", "pos": [ 600, 580 ], "size": [ 270, 110 ], "flags": {}, "order": 0, "mode": 0, "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, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "euler" ] }, { "id": 62, "type": "Flux2Scheduler", "pos": [ 600, 750 ], "size": [ 270, 170 ], "flags": {}, "order": 2, "mode": 0, "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, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ 20, 1024, 1024 ] }, { "id": 63, "type": "CFGGuider", "pos": [ 600, 370 ], "size": [ 270, 160 ], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 139 }, { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 197 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 198 } ], "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, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ 5 ] }, { "id": 64, "type": "SamplerCustomAdvanced", "pos": [ 890, 200 ], "size": [ 230, 170 ], "flags": {}, "order": 4, "mode": 0, "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, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [] }, { "id": 65, "type": "VAEDecode", "pos": [ 1170, 150 ], "size": [ 230, 100 ], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 147 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 148 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 153 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "VAEDecode", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [] }, { "id": 73, "type": "RandomNoise", "pos": [ 600, 200 ], "size": [ 270, 110 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "NOISE", "name": "NOISE", "type": "NOISE", "links": [ 142 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "RandomNoise", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ 1111443136920027, "randomize" ] }, { "id": 70, "type": "UNETLoader", "pos": [ -390, 210 ], "size": [ 370, 110 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "localized_name": "unet_name", "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" }, "link": 159 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 139 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "UNETLoader", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "models": [ { "name": "flux-2-klein-base-4b-fp8.safetensors", "url": "https://huggingface.co/black-forest-labs/FLUX.2-klein-base-4b-fp8/resolve/main/flux-2-klein-base-4b-fp8.safetensors", "directory": "diffusion_models" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "flux-2-klein-base-4b-fp8.safetensors", "default" ] }, { "id": 71, "type": "CLIPLoader", "pos": [ -390, 470 ], "size": [ 370, 150 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" }, "link": 160 } ], "outputs": [ { "localized_name": "CLIP", "name": "CLIP", "type": "CLIP", "links": [ 151, 152 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "CLIPLoader", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "models": [ { "name": "qwen_3_4b.safetensors", "url": "https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors", "directory": "text_encoders" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "qwen_3_4b.safetensors", "flux2", "default" ] }, { "id": 74, "type": "CLIPTextEncode", "pos": [ 60, 210 ], "size": [ 450, 500 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 151 }, { "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 162 } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 193 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "CLIPTextEncode", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "Change the background to a cozy, softly lit interior space with warm beige tones, soft natural window light filtering through, and a relaxed, intimate atmosphere similar to the original image's mood. Keep the person in the exact same position, scale, and pose. Maintain identical camera angle, framing, and perspective. The lighting should be soft, even, and warm - not harsh or bright. Only replace the room environment, preserving all facial features, hairstyle, expression, clothing, and pose exactly as they are." ], "color": "#232", "bgcolor": "#353" }, { "id": 67, "type": "CLIPTextEncode", "pos": [ 80, 780 ], "size": [ 430, 140 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 152 } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 194 ] } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "CLIPTextEncode", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "" ], "color": "#322", "bgcolor": "#533" }, { "id": 72, "type": "VAELoader", "pos": [ -390, 760 ], "size": [ 370, 110 ], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" }, "link": 161 } ], "outputs": [ { "localized_name": "VAE", "name": "VAE", "type": "VAE", "links": [ 148, 196 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "VAELoader", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "models": [ { "name": "full_encoder_small_decoder.safetensors", "url": "https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors", "directory": "vae" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "full_encoder_small_decoder.safetensors" ] }, { "id": 66, "type": "EmptyFlux2LatentImage", "pos": [ 840, 1010 ], "size": [ 270, 170 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 172 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 174 } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [ 146 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "EmptyFlux2LatentImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ 1024, 1024, 1 ] }, { "id": 80, "type": "ImageScaleToTotalPixels", "pos": [ -400, 1050 ], "size": [ 270, 140 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", 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