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"flags": {}, "order": 20, "mode": 0, "inputs": [ { "name": "noise", "type": "NOISE", "link": 192 }, { "name": "guider", "type": "GUIDER", "link": 193 }, { "name": "sampler", "type": "SAMPLER", "link": 194 }, { "name": "sigmas", "type": "SIGMAS", "link": 195 }, { "name": "latent_image", "type": "LATENT", "link": 196 } ], "outputs": [ { "name": "output", "type": "LATENT", "links": [ 197 ] }, { "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": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 125, "type": "RandomNoise", "pos": [ 1769.9999076413296, 831.6666831288001 ], "size": [ 269.9609375, 86.78385416666667 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "NOISE", "type": "NOISE", "links": [ 192 ] } ], "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": { "version": "7.0.1", "widget_ue_connectable": { "noise_seed": true } } }, "widgets_values": [ 723868983341962, "randomize" ] }, { "id": 124, "type": "VAEDecode", "pos": [ 2110.0000662323155, 781.6666907445245 ], "size": [ 219.9609375, 80.13020833333334 ], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 197 }, { "name": "vae", "type": "VAE", "link": 198 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 200 ] } ], "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": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 137, "type": "Flux2Scheduler", "pos": [ 1789.9999513456871, 1301.6667167299463 ], "size": [ 260, 140 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 204 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 206 } ], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [ 195 ] } ], "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": { "version": "7.0.1", "widget_ue_connectable": { "steps": true, "width": true, "height": true } } }, "widgets_values": [ 4, 1024, 1024 ] }, { "id": 129, "type": "EmptyFlux2LatentImage", "pos": [ 1459.9998730451885, 1321.666643557686 ], "size": [ 270, 140 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 205 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 207 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 196 ] } ], "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": { "version": "7.0.1", "widget_ue_connectable": { "width": true, "height": true, "batch_size": true } } }, "widgets_values": [ 1024, 1024, 1 ] }, { "id": 128, "type": "GetImageSize", "pos": [ 1469.9998054367613, 1531.666670076457 ], "size": [ 200, 153.33333333333334 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 203 } ], "outputs": [ { "name": "width", "type": "INT", "links": [ 204, 205 ] }, { "name": "height", "type": "INT", "links": [ 206, 207 ] }, { "name": "batch_size", "type": "INT", "links": [] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "GetImageSize", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 130, "type": "ImageScaleToTotalPixels", "pos": [ 560.0000101282283, 1481.6666425626913 ], "size": [ 270, 142.21354166666669 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 208 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 202, 203 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "ImageScaleToTotalPixels", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "upscale_method": true, "megapixels": true, "resolution_steps": true } } }, "widgets_values": [ "lanczos", 1, 1 ] }, { "id": 131, "type": "ImageScaleToTotalPixels", "pos": [ 570.0000319804069, 1711.6666192180207 ], "size": [ 270, 142.21354166666669 ], "flags": {}, "order": 11, "mode": 4, "inputs": [ { "name": "image", "type": "IMAGE", "link": 216 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 210 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "ImageScaleToTotalPixels", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "upscale_method": true, "megapixels": true, "resolution_steps": true } } }, "widgets_values": [ "lanczos", 1, 1 ] }, { "id": 692, "type": "MarkdownNote", "pos": [ 540, 1940 ], "size": [ 360, 93.33333333333334 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "More reference images", "properties": { "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "You can follow this pattern to add more reference images." ], "color": "#222", "bgcolor": "#000" }, { "id": 132, "type": "93041a64-452a-477a-9447-40330b7c1136", "pos": [ 1059.9999339709839, 1711.6666192180207 ], "size": [ 240, 120 ], "flags": {}, "order": 18, "mode": 4, "inputs": [ { "label": "positive", "name": "conditioning", "type": "CONDITIONING", "link": 212 }, { "label": "negative", "name": "conditioning_1", "type": "CONDITIONING", "link": 213 }, { "name": "pixels", "type": "IMAGE", "link": 210 }, { "name": "vae", "type": "VAE", "link": 211 } ], "outputs": [ { "label": "positive", "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 1745 ] }, { "label": "negative", "name": "CONDITIONING_1", "type": "CONDITIONING", "links": [ 1746 ] } ], "properties": { "proxyWidgets": [], "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": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 134, "type": "27eacb9f-0da2-421d-a0bf-b4b4e5fe5709", "pos": [ 1049.9999705571142, 1481.6666425626913 ], "size": [ 240, 120 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "label": "positive", "name": "conditioning", "type": "CONDITIONING", "link": 201 }, { "label": "negative", "name": "conditioning_1", "type": "CONDITIONING", "link": 1732 }, { "name": "pixels", "type": "IMAGE", "link": 202 }, { "name": "vae", "type": "VAE", "link": 209 } ], "outputs": [ { "label": "positive", "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 212 ] }, { "label": "negative", "name": "CONDITIONING_1", "type": "CONDITIONING", "links": [ 213 ] } ], "properties": { "proxyWidgets": [], "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": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 685, "type": "ConditioningZeroOut", "pos": [ 1125.7696437300065, 1289.3498211283045 ], "size": [ 204.134765625, 60 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 1733 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 1732 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.16.4", "Node name for S&R": "ConditioningZeroOut", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 94, "type": "SaveImage", "pos": [ 2106.666666666667, 931.6666666666667 ], "size": [ 480, 560 ], "flags": {}, "order": 22, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 200 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "SaveImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "filename_prefix": true } } }, "widgets_values": [ "Flux2_Klein_9b_kv\\comfyui-%date:yyyy-MM-dd%" ] }, { "id": 693, "type": "UnetLoaderGGUF", "pos": [ 518.5638995836484, 845.7765043979527 ], "size": [ 345.6321413939065, 90.58939643209487 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 1747 ] } ], "properties": { "cnr_id": "comfyui-gguf", "ver": "1.1.9", "Node name for S&R": "UnetLoaderGGUF", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "unet_name": true } } }, "widgets_values": [ "Flux-2-Klein-9B-KV-Q8_0.gguf" ] }, { "id": 81, "type": "LoadImage", "pos": [ 70.00000587061066, 1381.6666577941403 ], "size": [ 319.9609375, 476.6276041666667 ], "flags": {}, "order": 6, "mode": 4, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 216 ] }, { "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": { "version": "7.0.1", "widget_ue_connectable": { "image": true, "upload": true } } }, "widgets_values": [ "zim_2026-03-18_20-43-06_00001_.png", "image" ] }, { "id": 76, "type": "LoadImage", "pos": [ 70.00000587061066, 831.6666831288001 ], "size": [ 319.9609375, 469.9609375 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 208 ] }, { "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": { "version": "7.0.1", "widget_ue_connectable": { "image": true, "upload": true } } }, "widgets_values": [ "ComfyUI_temp_kpefo_00001_.png", "image" ] }, { "id": 135, "type": "CLIPTextEncode", "pos": [ 934.3042395488898, 821.2134111607603 ], "size": [ 440, 380 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 199 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 201, 1733 ] } ], "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": { "version": "7.0.1", "widget_ue_connectable": { "text": true } } }, "widgets_values": [ "the girl is in behind the scenes of a fantasy film set, sitting at a worn wooden table in the dining area of an old abandoned church, holding a donut casually, relaxed posture with one elbow resting on the table, candid between-takes moment, subject close to the camera and filling most of the frame, tall arched windows with broken stained glass behind, soft daylight streaming through with visible dust particles, aged stone walls, cracked floor, wooden benches and long tables around, multiple film crew members present but secondary and slightly out of focus, a cinematographer with a camera aimed toward her from the side, a boom microphone partially visible above, a stylist leaning in to adjust her hair or sleeve, light stands and reflectors placed around the set, cables and equipment subtly visible on the ground, she glances toward a crew member while holding the donut, natural unscripted interaction, shallow depth of field keeping her sharp and dominant, crew at edges and background, realistic lighting, natural skin texture, documentary style, photorealistic, 50mm lens, medium shot, tight framing" ], "color": "#232", "bgcolor": "#353" }, { "id": 694, "type": "MarkdownNote", "pos": [ -642.5919386909318, 778.9445415011132 ], "size": [ 610, 670 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "[black-forest-labs/FLUX.2-klein-9b-kv-fp8](https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-kv-fp8)\n\n## Model links (for local users)\n**GGUF_models**\n- [FLUX.2-Klein-9B-KV-GGUF](https://huggingface.co/QuantStack/FLUX.2-Klein-9B-KV-GGUF/tree/main)\n\n**text_encoders**\n\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.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```\nšŸ“‚ ComfyUI/\nā”œā”€ā”€ šŸ“‚ models/\nā”‚ ā”œā”€ā”€ šŸ“‚ unet/\nā”‚ ā”‚ ā””ā”€ā”€ FLUX.2-Klein-9B-KV-GGUF\nā”‚ ā”œā”€ā”€ šŸ“‚ text_encoders/\nā”‚ ā”‚ ā””ā”€ā”€ qwen_3_8b_fp8mixed.safetensors\nā”‚ ā””ā”€ā”€ šŸ“‚ vae/\nā”‚ ā””ā”€ā”€ flux2-vae.safetensors\n```\n## Report issue\n\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud will be updated after the stable release; nightly-supported models may not be included 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" } ], "links": [ [ 192, 125, 0, 123, 0, "NOISE" ], [ 193, 138, 0, 123, 1, "GUIDER" ], [ 194, 122, 0, 123, 2, "SAMPLER" ], [ 195, 137, 0, 123, 3, "SIGMAS" ], [ 196, 129, 0, 123, 4, "LATENT" ], [ 197, 123, 0, 124, 0, "LATENT" ], [ 198, 127, 0, 124, 1, "VAE" ], [ 199, 133, 0, 135, 0, "CLIP" ], [ 200, 124, 0, 94, 0, "IMAGE" ], [ 201, 135, 0, 134, 0, "CONDITIONING" ], [ 202, 130, 0, 134, 2, "IMAGE" ], [ 203, 130, 0, 128, 0, "IMAGE" ], [ 204, 128, 0, 137, 0, "INT" ], [ 205, 128, 0, 129, 0, "INT" ], [ 206, 128, 1, 137, 1, "INT" ], [ 207, 128, 1, 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