{ "id": "e47d064a-cb92-4da7-b92b-be9f1ddd26f5", "revision": 0, "last_node_id": 89, "last_link_id": 154, "nodes": [ { "id": 43, "type": "VAELoader", "pos": [ 452.07763840703484, 615.1197593465155 ], "size": [ 269.8313103058076, 58 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 62, 76 ] } ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "ver": "0.3.39" }, "widgets_values": [ "flux2-vae.safetensors" ], "widgets_values_named": { "vae_name": "flux2-vae.safetensors" }, "color": "#322", "bgcolor": "#533" }, { "id": 52, "type": "VAEEncode", "pos": [ 756.8110965233991, 443.07358059192296 ], "size": [ 162, 46 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 154 }, { "name": "vae", "type": "VAE", "link": 76 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 74, 75 ] } ], "properties": { "Node name for S&R": "VAEEncode", "cnr_id": "comfy-core", "ver": "0.9.2" } }, { "id": 31, "type": "KSampler", "pos": [ 1197.5720557738762, 118.734094680445 ], "size": [ 315, 262 ], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 69 }, { "name": "positive", "type": "CONDITIONING", "link": 71 }, { "name": "negative", "type": "CONDITIONING", "link": 111 }, { "name": "latent_image", "type": "LATENT", "link": 74 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 52 ] } ], "properties": { "Node name for S&R": "KSampler", "cnr_id": "comfy-core", "ver": "0.3.39" }, "widgets_values": [ 1234, "fixed", 4, 1, "euler", "simple", 1 ], "widgets_values_named": { "seed": 1234, "control_after_generate": "fixed", "steps": 4, "cfg": 1, "sampler_name": "euler", "scheduler": "simple", "denoise": 1 } }, { "id": 48, "type": "UNETLoader", "pos": [ 852.0996802233482, -22.171563096387136 ], "size": [ 308.1592787377913, 82 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 69 ] } ], "properties": { "Node name for S&R": "UNETLoader", "cnr_id": "comfy-core", "ver": "0.9.2" }, "widgets_values": [ "flux-2-klein-9b-fp8.safetensors", "default" ], "widgets_values_named": { "unet_name": "flux-2-klein-9b-fp8.safetensors", "weight_dtype": "default" }, "color": "#323", "bgcolor": "#535" }, { "id": 63, "type": "CreateList", "pos": [ -1311.357308480041, 1129.1278009550547 ], "size": [ 140, 86 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "inputs.input0", "type": "*", "link": 152 }, { "name": "inputs.input1", "shape": 7, "type": "*", "link": 95 }, { "name": "inputs.input2", "shape": 7, "type": "*", "link": null } ], "outputs": [ { "name": "list", "shape": 6, "type": "*", "links": [ 91 ] } ], "properties": { "Node name for S&R": "CreateList" } }, { "id": 44, "type": "CLIPLoader", "pos": [ 159.34485689937597, 251.00045609916944 ], "size": [ 283.80000000000007, 106 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 63 ] } ], "properties": { "Node name for S&R": "CLIPLoader", "cnr_id": "comfy-core", "ver": "0.3.73" }, "widgets_values": [ "qwen_3_8b.safetensors", "flux2", "default" ], "widgets_values_named": { "clip_name": "qwen_3_8b.safetensors", "type": "flux2", "device": "default" }, "color": "#432", "bgcolor": "#653" }, { "id": 49, "type": "ReferenceLatent", "pos": [ 953.7025011708073, 118.734094680445 ], "size": [ 212.50023621850983, 46 ], "flags": {}, "order": 18, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 70 }, { "name": "latent", "shape": 7, "type": "LATENT", "link": 75 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 71, 110 ] } ], "properties": { "Node name for S&R": "ReferenceLatent", "cnr_id": "comfy-core", "ver": "0.9.2" } }, { "id": 70, "type": "ConditioningZeroOut", "pos": [ 953.7025011708073, 222.6294165744345 ], "size": [ 212.50023621850983, 26 ], "flags": {}, "order": 20, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 110 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 111 ] } ], "properties": { "Node name for S&R": "ConditioningZeroOut" } }, { "id": 6, "type": "CLIPTextEncode", "pos": [ 493.54606478511903, 118.734094680445 ], "size": [ 425.2650317382812, 167.9430462646484 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 63 }, { "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 98 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 70 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.39" }, "widgets_values": [ "" ], "widgets_values_named": { "text": "" } }, { "id": 8, "type": "VAEDecode", "pos": [ 1549.8851525866164, 118.734094680445 ], "size": [ 161.111083984375, 46 ], "flags": {}, "order": 22, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 52 }, { "name": "vae", "type": "VAE", "link": 62 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 99, 132 ] } ], "properties": { "Node name for S&R": "VAEDecode", "cnr_id": "comfy-core", "ver": "0.3.39" } }, { "id": 85, "type": "GetItemFromList", "pos": [ -695.9561743900334, 1497.4032113309413 ], "size": [ 287.4699999999999, 58 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "list", "type": "*", "link": 139 } ], "outputs": [ { "name": "*", "type": "*", "links": [ 142, 143 ] } ], "properties": { "Node name for S&R": "GetItemFromList" }, "widgets_values": [ 1 ], "widgets_values_named": { "index": 1 } }, { "id": 80, "type": "PrimitiveStringMultiline", "pos": [ -694.2830802713316, 1203.1967616647999 ], "size": [ 287.4699999999999, 222.99 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 126 ] } ], "properties": { "Node name for S&R": "PrimitiveStringMultiline" }, "widgets_values": [ "Look at the current image and the instruction history.\n\nGoal:\nGradually transform the person's styling toward this target:\n\n\nTask:\nWrite exactly one short English instruction for an image-editing model.\n\nRules:\n- Use the current image as the source of truth.\n- Use the instruction history to understand what has already been changed.\n- Choose one clearly visible styling element that has not been changed much yet.\n- Prefer elements such as clothing, shoes, outerwear, bag, accessories, hairstyle, or color accents.\n- Change only one styling element at a time.\n- Continue the transformation naturally toward the target style.\n- Do not repeat or undo an earlier change.\n- Preserve the same person, pose, background, lighting, and framing.\n- Write a direct image-edit instruction, not a description or explanation.\n- Output exactly one concise imperative sentence and nothing else." ], "widgets_values_named": { "value": "Look at the current image and the instruction history.\n\nGoal:\nGradually transform the person's styling toward this target:\n\n\nTask:\nWrite exactly one short English instruction for an image-editing model.\n\nRules:\n- Use the current image as the source of truth.\n- Use the instruction history to understand what has already been changed.\n- Choose one clearly visible styling element that has not been changed much yet.\n- Prefer elements such as clothing, shoes, outerwear, bag, accessories, hairstyle, or color accents.\n- Change only one styling element at a time.\n- Continue the transformation naturally toward the target style.\n- Do not repeat or undo an earlier change.\n- Preserve the same person, pose, background, lighting, and framing.\n- Write a direct image-edit instruction, not a description or explanation.\n- Output exactly one concise imperative sentence and nothing else." } }, { "id": 88, "type": "ResizeImageMaskNode", "pos": [ -1932.1883983940702, 1034.4789483320637 ], "size": [ 270, 106 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "input", "type": "IMAGE,MASK", "link": 151 } ], "outputs": [ { "name": "resized", "type": "IMAGE", "links": [ 150 ] } ], "properties": { "Node name for S&R": "ResizeImageMaskNode", "cnr_id": "comfy-core", "ver": "0.9.2" }, "widgets_values": [ "scale total pixels", 1, "bicubic" ], "widgets_values_named": { "resize_type": "scale total pixels", "resize_type.megapixels": 1, "scale_method": "bicubic" } }, { "id": 50, "type": "LoadImage", "pos": [ -2377.889375954781, 1034.4789483320637 ], "size": [ 418.1730226927061, 564.0421273733298 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 151 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "LoadImage", "cnr_id": "comfy-core", "ver": "0.9.2" }, "widgets_values": [ "pasted/image (11).png", "image" ], "widgets_values_named": { "image": "pasted/image (11).png", "upload": "image" } }, { "id": 65, "type": "PrimitiveString", "pos": [ -1634.6604435260658, 1222.1808198288088 ], "size": [ 270, 58 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 95 ] } ], "properties": { "Node name for S&R": "PrimitiveString" }, "widgets_values": [ "null" ], "widgets_values_named": { "value": "null" } }, { "id": 89, "type": "ResizeImageMaskNode", "pos": [ -1634.6604435260658, 1034.4789483320637 ], "size": [ 270, 106 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "input", "type": "IMAGE,MASK", "link": 150 } ], "outputs": [ { "name": "resized", "type": "IMAGE", "links": [ 152 ] } ], "properties": { "Node name for S&R": "ResizeImageMaskNode", "cnr_id": "comfy-core", "ver": "0.9.2" }, "widgets_values": [ "scale to multiple", 16, "bicubic" ], "widgets_values_named": { "resize_type": "scale to multiple", "resize_type.multiple": 16, "scale_method": "bicubic" } }, { "id": 61, "type": "GetItemFromList", "pos": [ -417.03167696308407, 948.7195794151218 ], "size": [ 270, 58 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "list", "type": "*", "link": 89 } ], "outputs": [ { "name": "*", "type": "*", "links": [ 118, 154 ] } ], "properties": { "Node name for S&R": "GetItemFromList" }, "widgets_values": [ 0 ], "widgets_values_named": { "index": 0 } }, { "id": 79, "type": "CLIPLoader", "pos": [ -417.03167696308407, 785.3417946330502 ], "size": [ 270, 106 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 125 ] } ], "properties": { "Node name for S&R": "CLIPLoader" }, "widgets_values": [ "qwen3.5_4b_bf16.safetensors", "stable_diffusion", "default" ], "widgets_values_named": { "clip_name": "qwen3.5_4b_bf16.safetensors", "type": "stable_diffusion", "device": "default" }, "color": "#233", "bgcolor": "#355" }, { "id": 59, "type": "TextGenerate", "pos": [ -100.17711346367786, 925.1780592201964 ], "size": [ 378.8074837263441, 412 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 125 }, { "name": "image", "shape": 7, "type": "IMAGE", "link": 118 }, { "name": "video", "shape": 7, "type": "IMAGE", "link": null }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "prompt", "type": "STRING", "widget": { "name": "prompt" }, "link": 128 } ], "outputs": [ { "name": "generated_text", "type": "STRING", "links": [ 98, 146 ] } ], "properties": { "Node name for S&R": "TextGenerate" }, "widgets_values": [ "", 512, "on", 0.7, 64, 0.95, 0.05, 1.05, 0, 0, false, true ], "widgets_values_named": { "prompt": "", "max_length": 512, "sampling_mode": "on", "sampling_mode.temperature": 0.7, "sampling_mode.top_k": 64, "sampling_mode.top_p": 0.95, "sampling_mode.min_p": 0.05, "sampling_mode.repetition_penalty": 1.05, "sampling_mode.seed": 0, "sampling_mode.presence_penalty": 0, "thinking": false, "use_default_template": true }, "color": "#233", "bgcolor": "#355" }, { "id": 81, "type": "StringFormat", "pos": [ -367.46052730753144, 1203.1967616647999 ], "size": [ 222.87842744363877, 194.7896684350021 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "values.a", "shape": 7, "type": "*", "link": 126 }, { "name": "values.b", "shape": 7, "type": "*", "link": 142 }, { "name": "values.c", "shape": 7, "type": "*", "link": 141 }, { "name": "values.d", "shape": 7, "type": "*", "link": null } ], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 128 ] } ], "properties": { "Node name for S&R": "StringFormat" }, "widgets_values": [ "{a}\n\nInstruction history:\n{b}\n\nCurrent turn:\n{c}" ], "widgets_values_named": { "f_string": "{a}\n\nInstruction history:\n{b}\n\nCurrent turn:\n{c}" } }, { "id": 86, "type": "PreviewAny", "pos": [ 583.9918259910476, 1155.0798174580514 ], "size": [ 312.46713694180175, 224.6199777058432 ], "flags": {}, "order": 19, "mode": 0, "inputs": [ { "name": "source", "type": "*", "link": 144 } ], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 145 ] } ], "properties": { "Node name for S&R": "PreviewAny" }, "widgets_values": [], "widgets_values_named": {} }, { "id": 82, "type": "StringFormat", "pos": [ 337.3623197115557, 1085.6276378158161 ], "size": [ 210, 168 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "values.a", "shape": 7, "type": "*", "link": 143 }, { "name": "values.b", "shape": 7, "type": "*", "link": 135 }, { "name": "values.c", "shape": 7, "type": "*", "link": 146 }, { "name": "values.d", "shape": 7, "type": "*", "link": null } ], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 131, 144 ] } ], "properties": { "Node name for S&R": "StringFormat" }, "widgets_values": [ "{a}\nTurn {b}: {c}" ], "widgets_values_named": { "f_string": "{a}\nTurn {b}: {c}" } }, { "id": 57, "type": "EndLoop", "pos": [ 2130.8997603185226, 1107.1619121388626 ], "size": [ 270, 138 ], "flags": {}, "order": 24, "mode": 0, "inputs": [ { "name": "output_value", "shape": 7, "type": "*", "link": 99 }, { "name": "next_iteration_value", "shape": 7, "type": "*", "link": 137 }, { "name": "terminations.termination0", "shape": 7, "type": "*", "link": 145 }, { "name": "terminations.termination1", "shape": 7, "type": "*", "link": null } ], "outputs": [ { "name": "outputs", "shape": 6, "type": "IMAGE", "links": [ 113 ] } ], "properties": { "Node name for S&R": "EndLoop" }, "widgets_values": [ true ], "widgets_values_named": { "accumulate": true }, "color": "#232", "bgcolor": "#353" }, { "id": 56, "type": "StartLoop", "pos": [ -1118.0541734340163, 1107.1619121388626 ], "size": [ 349.177734375, 186 ], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "parent_iteration", "shape": 7, "type": "INT", "link": null }, { "name": "initial_iteration_value", "shape": 7, "type": "*", "link": 91 } ], "outputs": [ { "name": "iteration_index", "type": "INT", "links": [ 135, 141 ] }, { "name": "is_first", "type": "BOOLEAN", "links": null }, { "name": "is_last", "type": "BOOLEAN", "links": null }, { "name": "list_item", "type": "*", "links": null }, { "name": "current_iteration_value", "type": "*", "links": [ 89, 139 ] } ], "properties": { "Node name for S&R": "StartLoop" }, "widgets_values": [ "simple", 4, false ], "widgets_values_named": { "mode": "simple", "mode.num_iterations": 4, "cache_iterations": false }, "color": "#232", "bgcolor": "#353" }, { "id": 83, "type": "CreateList", "pos": [ 1927.3548936822945, 1062.3603297391473 ], "size": [ 153.33794730509703, 86 ], "flags": {}, "order": 23, "mode": 0, "inputs": [ { "name": "inputs.input0", "type": "*", "link": 132 }, { "name": "inputs.input1", "shape": 7, "type": "*", "link": 131 }, { "name": "inputs.input2", "shape": 7, "type": "*", "link": null } ], "outputs": [ { "name": "list", "shape": 6, "type": "*", "links": [ 137 ] } ], "properties": { "Node name for S&R": "CreateList" } }, { "id": 73, "type": "SaveImage", "pos": [ 2543.098862503356, 847.9785337017087 ], "size": [ 719.4067075526532, 826.6544079812281 ], "flags": {}, "order": 25, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 113 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": null } ], "properties": {}, "widgets_values": [ "ComfyUI" ], "widgets_values_named": { "filename_prefix": "ComfyUI" } } ], "links": [ [ 52, 31, 0, 8, 0, "LATENT" ], [ 62, 43, 0, 8, 1, "VAE" ], [ 63, 44, 0, 6, 0, "CLIP" ], [ 69, 48, 0, 31, 0, "MODEL" ], [ 70, 6, 0, 49, 0, "CONDITIONING" ], [ 71, 49, 0, 31, 1, "CONDITIONING" ], [ 74, 52, 0, 31, 3, "LATENT" ], [ 75, 52, 0, 49, 1, "LATENT" ], [ 76, 43, 0, 52, 1, "VAE" ], [ 89, 56, 4, 61, 0, "*" ], [ 91, 63, 0, 56, 1, "*" ], [ 95, 65, 0, 63, 1, "STRING" ], [ 98, 59, 0, 6, 1, "STRING" ], [ 99, 8, 0, 57, 0, "IMAGE" ], [ 110, 49, 0, 70, 0, "CONDITIONING" ], [ 111, 70, 0, 31, 2, "CONDITIONING" ], [ 113, 57, 0, 73, 0, "IMAGE" ], [ 118, 61, 0, 59, 1, "IMAGE" ], [ 125, 79, 0, 59, 0, "CLIP" ], [ 126, 80, 0, 81, 0, "STRING" ], [ 128, 81, 0, 59, 4, "STRING" ], [ 131, 82, 0, 83, 1, "STRING" ], [ 132, 8, 0, 83, 0, "IMAGE" ], [ 135, 56, 0, 82, 1, "INT" ], [ 137, 83, 0, 57, 1, "*" ], [ 139, 56, 4, 85, 0, "*" ], [ 141, 56, 0, 81, 2, "INT" ], [ 142, 85, 0, 81, 1, "*" ], [ 143, 85, 0, 82, 0, "*" ], [ 144, 82, 0, 86, 0, "STRING" ], [ 145, 86, 0, 57, 2, "STRING" ], [ 146, 59, 0, 82, 2, "STRING" ], [ 150, 88, 0, 89, 0, "IMAGE" ], [ 151, 50, 0, 88, 0, "IMAGE" ], [ 152, 89, 0, 63, 0, "IMAGE" ], [ 154, 61, 0, 52, 0, "IMAGE" ] ], "groups": [ { "id": 1, "title": "Flux.2 Klein", "bounding": [ 134.82223438076275, -92.17156309638722, 1586.174002190231, 775.2913224429028 ], "color": "#3f789e", "flags": {} } ], "config": {}, "extra": { "ds": { "scale": 0.4189769069935426, "offset": [ 1710.564109246241, -79.36240824265246 ] }, "frontendVersion": "1.52.7", "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true }, "version": 0.4 }