{ "id": "0ae2b50b-b07a-4465-bb7c-d8fe58e8e0ac", "revision": 0, "last_node_id": 47, "last_link_id": 63, "nodes": [ { "id": 11, "type": "LoadImage", "pos": [ -456.0797932854423, -24.243475261521894 ], "size": [ 448.949306347218, 564.564849016578 ], "flags": {}, "order": 0, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "COMBO", "widget": { "name": "image" }, "link": null }, { "localized_name": "choose file to upload", "name": "upload", "type": "IMAGEUPLOAD", "widget": { "name": "upload" }, "link": null } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 53 ] }, { "localized_name": "MASK", "name": "MASK", "type": "MASK", "slot_index": 1, "links": [] } ], "properties": { "Node name for S&R": "LoadImage", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "lake.jpg", "image" ], "widgets_values_named": { "image": "flux3_klein_distilled_t2i_00004_.png", "upload": "image" }, "color": "#232", "bgcolor": "#353", "shape": 1 }, { "id": 45, "type": "e863b67e-c0f8-460f-9aee-38bac1583e99", "pos": [ 8.663912581657542, -24.138113923400397 ], "size": [ 461.78369740416883, 564.8516348253913 ], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "label": "", "localized_name": "image0", "name": "images.image0", "shape": 7, "type": "IMAGE", "link": 53 }, { "label": "", "name": "images.image1", "shape": 7, "type": "IMAGE", "link": null }, { "label": "", "name": "images.image2", "shape": 7, "type": "IMAGE", "link": null }, { "label": "", "name": "images.image3", "shape": 7, "type": "IMAGE", "link": null }, { "label": "text", "name": "text_1", "type": "STRING", "widget": { "name": "text_1" }, "link": null }, { "name": "seed", "type": "INT", "widget": { "name": "seed" }, "link": null } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 63 ] } ], "properties": { "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" }, "previewExposures": [ { "name": "$$canvas-image-preview", "sourceNodeId": "7", "sourcePreviewName": "$$canvas-image-preview" } ] }, "widgets_values": [ "Transform the lake scene in from summer to winter: snow covers the mountain slopes and evergreen branches, thin ice forms along the shoreline, and the water becomes cold steel blue. Preserve the mountain silhouettes, shoreline geometry, camera position and reflections. Keep it a natural outdoor landscape photograph with crisp winter daylight and no added buildings or people.", 2026110200 ], "widgets_values_named": { "text_1": "Remove all the cars and remove the puddles, it should be a warm, sunny and dry day", "seed": 774231509590958 }, "color": "#232", "bgcolor": "#353", "shape": 1 }, { "id": 47, "type": "SaveImage", "pos": [ 486.71079499323764, -26.038471727281205 ], "size": [ 842.5895016739473, 568.8702474669436 ], "flags": {}, "order": 2, "mode": 0, "inputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "link": 63 }, { "localized_name": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" }, "link": null } ], "outputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "links": [] } ], "properties": { "Node name for S&R": "SaveImage", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} }, "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": [ "syntheticlabs-20261102/220409/flux-3-klein-comfyui-image-edit" ], "widgets_values_named": { "filename_prefix": "flux3_klein_distilled_image_edit" }, "shape": 1 } ], "links": [ [ 53, 11, 0, 45, 0, "IMAGE" ], [ 63, 45, 0, 47, 0, "IMAGE" ] ], "groups": [], "definitions": { "subgraphs": [ { "id": "e863b67e-c0f8-460f-9aee-38bac1583e99", "version": 1, "state": { "lastGroupId": 4, "lastNodeId": 47, "lastLinkId": 63, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Image Edit (Flux3 Klein)", "inputNode": { "id": -10, "bounding": [ -507.1910775370307, 541.070281352431, 132.63333129882812, 168 ] }, "outputNode": { "id": -20, "bounding": [ 1194.8048398167534, 575.5456601569168, 128, 68 ] }, "inputs": [ { "id": "35361f78-429d-4dbd-b58e-0c30018d5365", "name": "images.image0", "type": "IMAGE", "linkIds": [ 27 ], "localized_name": "image0", "label": "", "shape": 7, "pos": [ -398.5577462382026, 565.070281352431 ] }, { "id": "910ef64e-ef04-478e-a98e-6446aded61e6", "name": "images.image1", "type": "IMAGE", "linkIds": [ 57 ], "label": "", "pos": [ -398.5577462382026, 585.070281352431 ] }, { "id": "4d10a5ec-4bfe-422b-917b-2ad0c3515cc6", "name": "images.image2", "type": "IMAGE", "linkIds": [ 59 ], "label": "", "pos": [ -398.5577462382026, 605.070281352431 ] }, { "id": "08fc1059-606b-4f2a-b37a-2ea0b61758e8", "name": "images.image3", "type": "IMAGE", "linkIds": [ 60 ], "label": "", "pos": [ -398.5577462382026, 625.070281352431 ] }, { "id": "9dcbc90a-7816-49a5-85af-4812323135d6", "name": "text_1", "type": "STRING", "linkIds": [ 61 ], "label": "text", "pos": [ -398.5577462382026, 645.070281352431 ] }, { "id": "817287b0-1641-44de-ad46-faaceb66705f", "name": "seed", "type": "INT", "linkIds": [ 62 ], "pos": [ -398.5577462382026, 665.070281352431 ] } ], "outputs": [ { "id": "c344cf3a-9c88-43a4-b877-a6035123155a", "name": "IMAGE", "type": "IMAGE", "linkIds": [ 6 ], "localized_name": "IMAGE", "pos": [ 1218.8048398167534, 599.5456601569168 ] } ], "widgets": [], "nodes": [ { "id": 1, "type": "UNETLoader", "pos": [ -362.01287891409453, 90.60197822556206 ], "size": [ 440, 90 ], "flags": {}, "order": 0, "mode": 0, "inputs": [ { "localized_name": "unet_name", "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" }, "link": null }, { "localized_name": "weight_dtype", "name": "weight_dtype", "type": "COMBO", "widget": { "name": "weight_dtype" }, "link": null } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 1 ] } ], "properties": { "Node name for S&R": "UNETLoader", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} }, "models": [ { "name": "flux3_image_klein_sd_int8_convrot.safetensors", "url": "https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy/resolve/main/diffusion_models/flux3_image_klein_sd_int8_convrot.safetensors", "directory": "diffusion_models" } ] }, "widgets_values": [ "flux3_image_klein_sd_int8_convrot.safetensors", "default" ], "widgets_values_named": { "unet_name": "flux3_image_klein_sd_int8_convrot.safetensors", "weight_dtype": "default" }, "shape": 1 }, { "id": 2, "type": "CLIPLoader", "pos": [ -362.01287891409453, 215.36047989208774 ], "size": [ 440, 120 ], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" }, "link": null }, { "localized_name": "type", "name": "type", "type": "COMBO", "widget": { "name": "type" }, "link": null }, { "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" }, "link": null } ], "outputs": [ { "localized_name": "CLIP", "name": "CLIP", "type": "CLIP", "slot_index": 0, "links": [ 43 ] } ], "properties": { "Node name for S&R": "CLIPLoader", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} }, "models": [ { "name": "qwen3vl_4b_int8_convrot.safetensors", "url": "https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy/resolve/main/text_encoders/qwen3vl_4b_int8_convrot.safetensors", "directory": "text_encoders" } ] }, "widgets_values": [ "qwen3vl_4b_int8_convrot.safetensors", "flux3", "default" ], "widgets_values_named": { "clip_name": "qwen3vl_4b_int8_convrot.safetensors", "type": "flux3", "device": "default" }, "shape": 1 }, { "id": 4, "type": "CLIPTextEncode", "pos": [ 157.94667496275827, 300.3973907989874 ], "size": [ 225, 88 ], "flags": { "collapsed": false }, "order": 5, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 43 }, { "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 61 } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 20, 44 ] } ], "title": "Positive Prompt", "properties": { "Node name for S&R": "CLIPTextEncode", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "Replace the earring with a single large openwork metal statement earring, one bold curved pendant, intricate hollow metal cutouts, layered metal wires, polished warm bronze finish, structured artistic shape, keep it attached to the correct ear position, match the character's existing lighting, shadows and skin tone, no pearls, no pearl beads, no scattered small beads." ], "widgets_values_named": { "text": "Replace the earring with a single large openwork metal statement earring, one bold curved pendant, intricate hollow metal cutouts, layered metal wires, polished warm bronze finish, structured artistic shape, keep it attached to the correct ear position, match the character's existing lighting, shadows and skin tone, no pearls, no pearl beads, no scattered small beads." }, "color": "#232", "bgcolor": "#353", "shape": 1 }, { "id": 3, "type": "VAELoader", "pos": [ -365.84347655903736, 370.1189815586132 ], "size": [ 446.94133961433386, 70.00414130600214 ], "flags": {}, "order": 2, "mode": 0, "inputs": [ { "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" }, "link": null } ], "outputs": [ { "localized_name": "VAE", "name": "VAE", "type": "VAE", "slot_index": 0, "links": [ 5, 25 ] } ], "properties": { "Node name for S&R": "VAELoader", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} }, "models": [ { "name": "flux2-vae.safetensors", "url": "https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy/resolve/main/vae/flux2-vae.safetensors", "directory": "vae" } ] }, "widgets_values": [ "flux2-vae.safetensors" ], "widgets_values_named": { "vae_name": "flux2-vae.safetensors" }, "shape": 1 }, { "id": 32, "type": "ConditioningZeroOut", "pos": [ 159.3599324621223, 398.869865362675 ], "size": [ 210, 30 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "localized_name": "conditioning", "name": "conditioning", "type": "CONDITIONING", "link": 44 } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 45 ] } ], "properties": { "Node name for S&R": "ConditioningZeroOut", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "shape": 1 }, { "id": 7, "type": "KSampler", "pos": [ 706.4144359047799, 59.835858696573666 ], "size": [ 340, 520 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 1 }, { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 22 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 23 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 24 }, { "localized_name": "seed", "name": "seed", "type": "INT", "widget": { "name": "seed" }, "link": 62 }, { "localized_name": "steps", "name": "steps", "type": "INT", "widget": { "name": "steps" }, "link": null }, { "localized_name": "cfg", "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" }, "link": null }, { "localized_name": "sampler_name", "name": "sampler_name", "type": "COMBO", "widget": { "name": "sampler_name" }, "link": null }, { "localized_name": "scheduler", "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" }, "link": null }, { "localized_name": "denoise", "name": "denoise", "type": "FLOAT", "widget": { "name": "denoise" }, "link": null } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 4 ] } ], "properties": { "Node name for S&R": "KSampler", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 264888498296736, "randomize", 16, 1, "euler", "simple", 1 ], "widgets_values_named": { "seed": 264888498296736, "control_after_generate": "randomize", "steps": 16, "cfg": 1, "sampler_name": "euler", "scheduler": "simple", "denoise": 1 }, "shape": 1 }, { "id": 19, "type": "MarkdownNote", "pos": [ 758.0716344620605, -133.6020722612875 ], "size": [ 210, 90 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [], "title": "Note: Steps", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "you can try 4-16 steps" ], "widgets_values_named": { "text": "you can try 4-16 steps" }, "color": "#222", "bgcolor": "#000", "shape": 1 }, { "id": 17, "type": "ReferenceMultiLatent", "pos": [ 240.30310413383123, 545.5487324456063 ], "size": [ 280, 242 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 20 }, { "localized_name": "negative", "name": "negative", "shape": 7, "type": "CONDITIONING", "link": 45 }, { "localized_name": "vae", "name": "vae", "shape": 7, "type": "VAE", "link": 25 }, { "localized_name": "image0", "name": "images.image0", "shape": 7, "type": "IMAGE", "link": 27 }, { "localized_name": "image1", "name": "images.image1", "shape": 7, "type": "IMAGE", "link": 57 }, { "localized_name": "image2", "name": "images.image2", "shape": 7, "type": "IMAGE", "link": 59 }, { "localized_name": "image3", "name": "images.image3", "shape": 7, "type": "IMAGE", "link": 60 }, { "localized_name": "resolution", "name": "resolution", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "resolution" }, "link": null }, { "localized_name": "megapixels", "name": "resolution.megapixels", "type": "FLOAT", "widget": { "name": "resolution.megapixels" }, "link": null }, { "localized_name": "image4", "name": "images.image4", "shape": 7, "type": "IMAGE", "link": null } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [ 22 ] }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "links": [ 23 ] }, { "localized_name": "empty_latent", "name": "empty_latent", "type": "LATENT", "links": [ 24 ] } ], "properties": { "Node name for S&R": "ReferenceMultiLatent", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "resize", 1 ], "widgets_values_named": { "resolution": "resize", "resolution.megapixels": 1 }, "color": "#322", "bgcolor": "#533", "shape": 1 }, { "id": 8, "type": "VAEDecode", "pos": [ 706.7831646347813, 617.6113219234079 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 7, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 4 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 5 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 6 ] } ], "properties": { "Node name for S&R": "VAEDecode", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "shape": 1 }, { "id": 46, "type": "MarkdownNote", "pos": [ 134.26008539929606, -77.22771787601992 ], "size": [ 282.0469233012355, 285.82001028407365 ], "flags": { "collapsed": false }, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "Notes", "properties": { "Node name for S&R": "MarkdownNote", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "## FLUX.3 image-small: editing\n\nSame files and sampler settings as text-to-image (50 steps, cfg 3.5, euler / simple).\n\n**References**: plug more input image to the `Set Reference Multi Latent` node, the first one is `` in the prompt, the next ``, and so on. Add every reference to **both** the positive and the negative, as the reference pipeline does.\n\n**Size**: the reference is scaled to ~1 MP here and the output latent takes its size. BFL's pipeline keeps references at native size (up to ~16 MP): raise the megapixels for more reference detail at a higher cost.\n\n**Prompting**: write a full caption of the result, with the edit folded in." ], "widgets_values_named": { "text": "## FLUX.3 image-small: editing\n\nSame files and sampler settings as text-to-image (50 steps, cfg 3.5, euler / simple).\n\n**References**: plug more input image to the `Set Reference Multi Latent` node, the first one is `` in the prompt, the next ``, and so on. Add every reference to **both** the positive and the negative, as the reference pipeline does.\n\n**Size**: the reference is scaled to ~1 MP here and the output latent takes its size. BFL's pipeline keeps references at native size (up to ~16 MP): raise the megapixels for more reference detail at a higher cost.\n\n**Prompting**: write a full caption of the result, with the edit folded in." }, "color": "#222", "bgcolor": "#000", "shape": 1 } ], "groups": [ { "id": 1, "title": "Models", "bounding": [ -369.7549664502772, 17.416161740162224, 458.5890993114682, 437.6231059775697 ], "color": "#3f789e", "flags": {} }, { "id": 2, "title": "Prompt", "bounding": [ 147.94667496275827, 230.39739079898783, 245.52697800634633, 219.2790402158247 ], "color": "#3f789e", "flags": {} }, { "id": 3, "title": "Sampling", "bounding": [ 692.3816076440946, -11.696380361403405, 364.2350588764275, 636.8141835146001 ], "color": "#3f789e", "flags": {} }, { "id": 4, "title": "Reference Loader", "bounding": [ 152.26733970714682, 475.84583336987043, 450, 320 ], "color": "#3f789e", "flags": {} } ], "links": [ { "id": 43, "origin_id": 2, "origin_slot": 0, "target_id": 4, "target_slot": 0, "type": "CLIP" }, { "id": 44, "origin_id": 4, "origin_slot": 0, "target_id": 32, "target_slot": 0, "type": "CONDITIONING" }, { "id": 1, "origin_id": 1, "origin_slot": 0, "target_id": 7, "target_slot": 0, "type": "MODEL" }, { "id": 22, "origin_id": 17, "origin_slot": 0, "target_id": 7, "target_slot": 1, "type": "CONDITIONING" }, { "id": 23, "origin_id": 17, "origin_slot": 1, "target_id": 7, "target_slot": 2, "type": "CONDITIONING" }, { "id": 24, "origin_id": 17, "origin_slot": 2, "target_id": 7, "target_slot": 3, "type": "LATENT" }, { "id": 4, "origin_id": 7, "origin_slot": 0, "target_id": 8, "target_slot": 0, "type": "LATENT" }, { "id": 5, "origin_id": 3, "origin_slot": 0, "target_id": 8, "target_slot": 1, "type": "VAE" }, { "id": 6, "origin_id": 8, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 61, "origin_id": -10, "origin_slot": 4, "target_id": 4, "target_slot": 1, "type": "STRING" }, { "id": 62, "origin_id": -10, "origin_slot": 5, "target_id": 7, "target_slot": 4, "type": "INT" }, { "id": 20, "origin_id": 4, "origin_slot": 0, "target_id": 17, "target_slot": 0, "type": "CONDITIONING" }, { "id": 45, "origin_id": 32, "origin_slot": 0, "target_id": 17, "target_slot": 1, "type": "CONDITIONING" }, { "id": 25, "origin_id": 3, "origin_slot": 0, "target_id": 17, "target_slot": 2, "type": "VAE" }, { "id": 27, "origin_id": -10, "origin_slot": 0, "target_id": 17, "target_slot": 3, "type": "IMAGE" }, { "id": 57, "origin_id": -10, "origin_slot": 1, "target_id": 17, "target_slot": 4, "type": "IMAGE" }, { "id": 59, "origin_id": -10, "origin_slot": 2, "target_id": 17, "target_slot": 5, "type": "IMAGE" }, { "id": 60, "origin_id": -10, "origin_slot": 3, "target_id": 17, "target_slot": 6, "type": "IMAGE" } ], "extra": { "ue_links": [], "links_added_by_ue": [] } } ] }, "config": {}, "extra": { "frontendVersion": "1.55.17", "ue_links": [], "links_added_by_ue": [], "linearData": { "inputs": [ [ "0ae2b50b-b07a-4465-bb7c-d8fe58e8e0ac:11:image", "image" ], [ "0ae2b50b-b07a-4465-bb7c-d8fe58e8e0ac:45:text_1", "text_1" ], [ "0ae2b50b-b07a-4465-bb7c-d8fe58e8e0ac:45:seed", "seed" ] ], "outputs": [ "47" ] }, "linearMode": false }, "version": 0.4 }