{ "config": {}, "definitions": { "subgraphs": [ { "config": {}, "extra": { "workflowRendererVersion": "LG" }, "groups": [], "id": "b26cc822-68bf-4fd0-b66f-bb3f99cd1443", "inputNode": { "bounding": [ -2390, 610, 183.09375, 108 ], "id": -10 }, "inputs": [ { "id": "190e929c-5f4a-4ae7-8294-b948fcc0806d", "linkIds": [ 501 ], "localized_name": "image", "name": "image", "pos": [ -2230.90625, 634 ], "type": "IMAGE" }, { "id": "ad4e6ec3-a275-47cf-96bb-bc6bbee920fa", "linkIds": [ 577 ], "name": "aspect_ratio", "pos": [ -2230.90625, 654 ], "type": "COMBO" }, { "id": "0d720aa5-28b4-4679-8953-6f4115313d4e", "label": "top_or_left_outpaint_pct", "linkIds": [ 578 ], "name": "value", "pos": [ -2230.90625, 674 ], "type": "INT" } ], "links": [ { "id": 501, "origin_id": -10, "origin_slot": 0, "target_id": 241, "target_slot": 0, "type": "IMAGE" }, { "id": 502, "origin_id": 191, "origin_slot": 0, "target_id": 241, "target_slot": 1, "type": "INT" }, { "id": 503, "origin_id": 191, "origin_slot": 1, "target_id": 241, "target_slot": 2, "type": "INT" }, { "id": 504, "origin_id": 191, "origin_slot": 0, "target_id": 242, "target_slot": 0, "type": "INT" }, { "id": 505, "origin_id": 191, "origin_slot": 0, "target_id": 243, "target_slot": 0, "type": "INT" }, { "id": 506, "origin_id": 191, "origin_slot": 1, "target_id": 244, "target_slot": 0, "type": "INT" }, { "id": 507, "origin_id": 191, "origin_slot": 1, "target_id": 245, "target_slot": 0, "type": "INT" }, { "id": 508, "origin_id": 241, "origin_slot": 1, "target_id": 242, "target_slot": 1, "type": "INT" }, { "id": 509, "origin_id": 241, "origin_slot": 1, "target_id": 243, "target_slot": 1, "type": "INT" }, { "id": 510, "origin_id": 241, "origin_slot": 2, "target_id": 244, "target_slot": 1, "type": "INT" }, { "id": 511, "origin_id": 241, "origin_slot": 2, "target_id": 245, "target_slot": 1, "type": "INT" }, { "id": 512, "origin_id": 240, "origin_slot": 0, "target_id": 242, "target_slot": 2, "type": "INT" }, { "id": 513, "origin_id": 240, "origin_slot": 0, "target_id": 243, "target_slot": 2, "type": "INT" }, { "id": 514, "origin_id": 240, "origin_slot": 0, "target_id": 244, "target_slot": 2, "type": "INT" }, { "id": 515, "origin_id": 240, "origin_slot": 0, "target_id": 245, "target_slot": 2, "type": "INT" }, { "id": 516, "origin_id": 241, "origin_slot": 0, "target_id": 246, "target_slot": 0, "type": "IMAGE" }, { "id": 517, "origin_id": 242, "origin_slot": 1, "target_id": 246, "target_slot": 1, "type": "INT" }, { "id": 518, "origin_id": 244, "origin_slot": 1, "target_id": 246, "target_slot": 2, "type": "INT" }, { "id": 519, "origin_id": 243, "origin_slot": 1, "target_id": 246, "target_slot": 3, "type": "INT" }, { "id": 520, "origin_id": 245, "origin_slot": 1, "target_id": 246, "target_slot": 4, "type": "INT" }, { "id": 521, "origin_id": 249, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 522, "origin_id": 246, "origin_slot": 1, "target_id": -20, "target_slot": 1, "type": "MASK" }, { "id": 523, "origin_id": 246, "origin_slot": 0, "target_id": 247, "target_slot": 0, "type": "IMAGE" }, { "id": 524, "origin_id": 247, "origin_slot": 0, "target_id": 248, "target_slot": 0, "type": "INT" }, { "id": 525, "origin_id": 247, "origin_slot": 1, "target_id": 248, "target_slot": 1, "type": "INT" }, { "id": 526, "origin_id": 246, "origin_slot": 0, "target_id": 249, "target_slot": 0, "type": "IMAGE" }, { "id": 527, "origin_id": 248, "origin_slot": 0, "target_id": 249, "target_slot": 1, "type": "IMAGE" }, { "id": 528, "origin_id": 246, "origin_slot": 1, "target_id": 249, "target_slot": 2, "type": "MASK" }, { "id": 577, "origin_id": -10, "origin_slot": 1, "target_id": 191, "target_slot": 1, "type": "COMBO" }, { "id": 578, "origin_id": -10, "origin_slot": 2, "target_id": 240, "target_slot": 0, "type": "INT" }, { "id": 612, "origin_id": 191, "origin_slot": 0, "target_id": 255, "target_slot": 0, "type": "INT" }, { "id": 613, "origin_id": 241, "origin_slot": 1, "target_id": 255, "target_slot": 1, "type": "INT" }, { "id": 614, "origin_id": 255, "origin_slot": 2, "target_id": -20, "target_slot": 2, "type": "BOOLEAN" } ], "name": "Image Extender", "nodes": [ { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 228, "inputs": [], "mode": 0, "order": 0, "outputs": [], "pos": [ -1960, 650 ], "properties": {}, "size": [ 260, 340 ], "title": "Position Control", "type": "MarkdownNote", "widgets_values": [ "## Position\n\n`top_or_left_whitespace_pct` (0–100) biases the input on the slack axis.\n\n- 0 = flush top/left\n- 50 = centered (default)\n- 100 = flush bottom/right\n\nThe active axis is whichever has slack after fitting the input into the target aspect ratio." ] }, { "flags": {}, "id": 191, "inputs": [ { "link": null, "localized_name": "megapixel", "name": "megapixel", "type": "COMBO", "widget": { "name": "megapixel" } }, { "link": 577, "localized_name": "aspect_ratio", "name": "aspect_ratio", "type": "COMBO", "widget": { "name": "aspect_ratio" } }, { "link": null, "localized_name": "divisible_by", "name": "divisible_by", "type": "COMBO", "widget": { "name": "divisible_by" } }, { "link": null, "localized_name": "custom_ratio", "name": "custom_ratio", "type": "BOOLEAN", "widget": { "name": "custom_ratio" } }, { "link": null, "localized_name": "custom_aspect_ratio", "name": "custom_aspect_ratio", "shape": 7, "type": "STRING", "widget": { "name": "custom_aspect_ratio" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 502, 504, 505, 612 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 503, 506, 507 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": [], "localized_name": "resolution", "name": "resolution", "type": "STRING" }, { "links": [], "localized_name": "preview", "name": "preview", "type": "IMAGE" } ], "pos": [ -2100, 100 ], "properties": { "Node name for S&R": "FluxResolutionNode", "cnr_id": "controlaltai-nodes", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "1.1.1", "widget_ue_connectable": {} }, "size": [ 400, 320 ], "type": "FluxResolutionNode", "widgets_values": [ "2.1", "32:9 (Extreme Ultrawide)", "8", false, "1:1" ] }, { "flags": {}, "id": 240, "inputs": [ { "label": "top_or_left_outpaint_pct", "link": 578, "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" } } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 512, 513, 514, 515 ], "localized_name": "INT", "name": "INT", "type": "INT" } ], "pos": [ -2100, 490 ], "properties": { "Node name for S&R": "PrimitiveInt" }, "size": [ 400, 110 ], "title": "top_or_left_outpaint_pct", "type": "PrimitiveInt", "widgets_values": [ 50, "fixed" ] }, { "flags": {}, "id": 241, "inputs": [ { "link": 501, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": 502, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 503, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": null, "localized_name": "interpolation", "name": "interpolation", "type": "COMBO", "widget": { "name": "interpolation" } }, { "link": null, "localized_name": "method", "name": "method", "type": "COMBO", "widget": { "name": "method" } }, { "link": null, "localized_name": "condition", "name": "condition", "type": "COMBO", "widget": { "name": "condition" } }, { "link": null, "localized_name": "multiple_of", "name": "multiple_of", "type": "INT", "widget": { "name": "multiple_of" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 516 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [ 508, 509, 613 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 510, 511 ], "localized_name": "height", "name": "height", "type": "INT" } ], "pos": [ -1620, 200 ], "properties": { "Node name for S&R": "ImageResize+", "cnr_id": "comfyui_essentials" }, "size": [ 320, 320 ], "type": "ImageResize+", "widgets_values": [ 512, 512, "lanczos", "keep proportion", "always", 0 ] }, { "flags": {}, "id": 242, "inputs": [ { "label": "a", "link": 504, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 508, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": 512, "localized_name": "values.c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "d", "link": null, "localized_name": "values.d", "name": "values.d", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 517 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -1200, 10 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core" }, "size": [ 320, 220 ], "title": "pad_left", "type": "ComfyMathExpression", "widgets_values": [ "floor((a - b) * (c / 100))" ] }, { "flags": {}, "id": 243, "inputs": [ { "label": "a", "link": 505, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 509, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": 513, "localized_name": "values.c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "d", "link": null, "localized_name": "values.d", "name": "values.d", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 519 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -1200, 260 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core" }, "size": [ 320, 220 ], "title": "pad_right", "type": "ComfyMathExpression", "widgets_values": [ "(a - b) - floor((a - b) * (c / 100))" ] }, { "flags": {}, "id": 244, "inputs": [ { "label": "a", "link": 506, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 510, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": 514, "localized_name": "values.c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "d", "link": null, "localized_name": "values.d", "name": "values.d", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 7, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 518 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -1200, 520 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core" }, "size": [ 320, 220 ], "title": "pad_top", "type": "ComfyMathExpression", "widgets_values": [ "floor((a - b) * (c / 100))" ] }, { "flags": {}, "id": 245, "inputs": [ { "label": "a", "link": 507, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 511, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": 515, "localized_name": "values.c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "d", "link": null, "localized_name": "values.d", "name": "values.d", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 520 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -1200, 770 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core" }, "size": [ 320, 220 ], "title": "pad_bottom", "type": "ComfyMathExpression", "widgets_values": [ "(a - b) - floor((a - b) * (c / 100))" ] }, { "flags": {}, "id": 246, "inputs": [ { "link": 516, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": 517, "localized_name": "left", "name": "left", "type": "INT", "widget": { "name": "left" } }, { "link": 518, "localized_name": "top", "name": "top", "type": "INT", "widget": { "name": "top" } }, { "link": 519, "localized_name": "right", "name": "right", "type": "INT", "widget": { "name": "right" } }, { "link": 520, "localized_name": "bottom", "name": "bottom", "type": "INT", "widget": { "name": "bottom" } }, { "link": null, "localized_name": "feathering", "name": "feathering", "type": "INT", "widget": { "name": "feathering" } } ], "mode": 0, "order": 9, "outputs": [ { "links": [ 523, 526 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [ 522, 528 ], "localized_name": "MASK", "name": "MASK", "type": "MASK" } ], "pos": [ -840, 200 ], "properties": { "Node name for S&R": "ImagePadForOutpaint", "cnr_id": "comfy-core" }, "size": [ 320, 230 ], "type": "ImagePadForOutpaint", "widgets_values": [ 0, 0, 0, 0, 0 ] }, { "flags": {}, "id": 247, "inputs": [ { "link": 523, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 524 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 525 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -460, 450 ], "properties": { "Node name for S&R": "GetImageSize", "cnr_id": "comfy-core" }, "size": [ 230, 120 ], "type": "GetImageSize", "widgets_values": [] }, { "flags": {}, "id": 248, "inputs": [ { "link": 524, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 525, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT", "widget": { "name": "batch_size" } }, { "link": null, "localized_name": "color", "name": "color", "type": "INT", "widget": { "name": "color" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 527 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -150, 420 ], "properties": { "Node name for S&R": "EmptyImage", "cnr_id": "comfy-core" }, "size": [ 280, 200 ], "type": "EmptyImage", "widgets_values": [ 512, 512, 1, 65280 ] }, { "flags": {}, "id": 249, "inputs": [ { "link": 526, "localized_name": "destination", "name": "destination", "type": "IMAGE" }, { "link": 527, "localized_name": "source", "name": "source", "type": "IMAGE" }, { "link": 528, "localized_name": "mask", "name": "mask", "shape": 7, "type": "MASK" }, { "link": null, "localized_name": "x", "name": "x", "type": "INT", "widget": { "name": "x" } }, { "link": null, "localized_name": "y", "name": "y", "type": "INT", "widget": { "name": "y" } }, { "link": null, "localized_name": "resize_source", "name": "resize_source", "type": "BOOLEAN", "widget": { "name": "resize_source" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 521 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 190, 240 ], "properties": { "Node name for S&R": "ImageCompositeMasked", "cnr_id": "comfy-core" }, "size": [ 260, 220 ], "type": "ImageCompositeMasked", "widgets_values": [ 0, 0, false ] }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 254, "inputs": [], "mode": 0, "order": 1, "outputs": [], "pos": [ -150, 680 ], "properties": {}, "size": [ 280, 430 ], "title": "EmptyImage Color", "type": "MarkdownNote", "widgets_values": [ "# `0xRRGGBB` packed as one int \n \n `65280` = `0x00FF00` = pure green. Same as HTML hex, just decimal. \n \n | Color | Hex | Int | \n |---|---|---| \n | Black | `0x000000` | `0` | \n | White | `0xFFFFFF` | `16777215` | \n | Red | `0xFF0000` | `16711680` | \n | Green | `0x00FF00` | `65280` |\n | Blue | `0x0000FF` | `255` | \n " ] }, { "flags": {}, "id": 255, "inputs": [ { "label": "a", "link": 612, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 613, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": null, "localized_name": "values.c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } }, { "label": "d", "link": null, "localized_name": "values.d", "name": "values.d", "shape": 7, "type": "FLOAT,INT,BOOLEAN" } ], "mode": 0, "order": 13, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": [ 614 ], "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -1200, 1030 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core" }, "size": [ 320, 220 ], "title": "has_horizontal_slack", "type": "ComfyMathExpression", "widgets_values": [ "a - b" ] } ], "outputNode": { "bounding": [ 580, 370, 151.587890625, 108 ], "id": -20 }, "outputs": [ { "id": "df58d266-37ca-4c0a-a9bb-db0887941c34", "linkIds": [ 521 ], "localized_name": "IMAGE", "name": "IMAGE", "pos": [ 604, 394 ], "type": "IMAGE" }, { "id": "844db080-9f93-4ca2-ab10-bb75acec9f2c", "linkIds": [ 522 ], "name": "MASK", "pos": [ 604, 414 ], "type": "MASK" }, { "id": "a708f34d-b678-443a-9cfe-0c21fb29f9a1", "linkIds": [ 614 ], "name": "horizontal_expand", "pos": [ 604, 434 ], "type": "BOOLEAN" } ], "revision": 0, "state": { "lastGroupId": 7, "lastLinkId": 636, "lastNodeId": 303, "lastRerouteId": 0 }, "version": 1, "widgets": [] }, { "config": {}, "extra": { "workflowRendererVersion": "LG" }, "groups": [ { "bounding": [ -1110, 2580, 460, 763.9997080852631 ], "color": "#3f789e", "flags": {}, "id": 1, "title": "Models" }, { "bounding": [ -620, 2580, 519.9999316455545, 763.9997080852631 ], "color": "#3f789e", "flags": {}, "id": 2, "title": "Prompt" }, { "bounding": [ 470, 2490, 440, 343.99988235473757 ], "color": "#3f789e", "flags": {}, "id": 3, "title": "Original Settings" }, { "bounding": [ 470, 2870, 450, 590 ], "color": "#3f789e", "flags": {}, "id": 4, "title": "4 Steps Ligtning LoRA" } ], "id": "d4c06663-cb1a-4a41-a36b-f09c93e55e7e", "inputNode": { "bounding": [ -1620, 2950, 128, 208 ], "id": -10 }, "inputs": [ { "id": "a803e780-d592-463f-8f79-ac40806342f5", "linkIds": [ 362 ], "name": "image", "pos": [ -1516, 2974 ], "type": "IMAGE" }, { "id": "af7cd39e-e733-45e6-9a4c-8114ba6afd7b", "linkIds": [ 370 ], "name": "prompt", "pos": [ -1516, 2994 ], "type": "STRING" }, { "id": "d51fee09-5345-45b4-9a04-211e5c05207b", "label": "Fast Mode", "linkIds": [ 371 ], "name": "value", "pos": [ -1516, 3014 ], "type": "BOOLEAN" }, { "id": "6f315ea0-75ed-403e-9996-457c34b2d923", "linkIds": [ 372 ], "name": "unet_name", "pos": [ -1516, 3034 ], "type": "COMBO" }, { "id": "90cb3e3f-ba74-48c6-80da-a9d49e6f4df2", "linkIds": [ 373 ], "name": "clip_name", "pos": [ -1516, 3054 ], "type": "COMBO" }, { "id": "227ee226-4e5d-41c8-bd5f-f9fbdb8d9e07", "linkIds": [ 374 ], "name": "vae_name", "pos": [ -1516, 3074 ], "type": "COMBO" }, { "id": "5501ab11-f6c7-419c-94ac-03277c18f179", "linkIds": [ 375 ], "name": "lora_name", "pos": [ -1516, 3094 ], "type": "COMBO" }, { "id": "91a37ed0-ea3c-421e-b43b-08d1c2b8fe1b", "linkIds": [ 591 ], "name": "seed", "pos": [ -1516, 3114 ], "type": "INT" } ], "links": [ { "id": 317, "origin_id": 166, "origin_slot": 0, "target_id": 155, "target_slot": 0, "type": "MODEL" }, { "id": 319, "origin_id": 161, "origin_slot": 0, "target_id": 158, "target_slot": 0, "type": "CONDITIONING" }, { "id": 323, "origin_id": 167, "origin_slot": 0, "target_id": 161, "target_slot": 0, "type": "CLIP" }, { "id": 324, "origin_id": 156, "origin_slot": 0, "target_id": 161, "target_slot": 1, "type": "VAE" }, { "id": 325, "origin_id": 176, "origin_slot": 0, "target_id": 161, "target_slot": 2, "type": "IMAGE" }, { "id": 326, "origin_id": 155, "origin_slot": 0, "target_id": 152, "target_slot": 0, "type": "MODEL" }, { "id": 327, "origin_id": 152, "origin_slot": 0, "target_id": 162, "target_slot": 0, "type": "MODEL" }, { "id": 334, "origin_id": 176, "origin_slot": 0, "target_id": 165, "target_slot": 0, "type": "IMAGE" }, { "id": 335, "origin_id": 156, "origin_slot": 0, "target_id": 165, "target_slot": 1, "type": "VAE" }, { "id": 331, "origin_id": 152, "origin_slot": 0, "target_id": 168, "target_slot": 0, "type": "MODEL" }, { "id": 332, "origin_id": 162, "origin_slot": 0, "target_id": 168, "target_slot": 1, "type": "MODEL" }, { "id": 333, "origin_id": 171, "origin_slot": 0, "target_id": 168, "target_slot": 2, "type": "BOOLEAN" }, { "id": 328, "origin_id": 163, "origin_slot": 0, "target_id": 172, "target_slot": 0, "type": "FLOAT" }, { "id": 329, "origin_id": 164, "origin_slot": 0, "target_id": 172, "target_slot": 1, "type": "FLOAT" }, { "id": 330, "origin_id": 171, "origin_slot": 0, "target_id": 172, "target_slot": 2, "type": "BOOLEAN" }, { "id": 348, "origin_id": 170, "origin_slot": 0, "target_id": 173, "target_slot": 0, "type": "INT" }, { "id": 347, "origin_id": 169, "origin_slot": 0, "target_id": 173, "target_slot": 1, "type": "INT" }, { "id": 350, "origin_id": 171, "origin_slot": 0, "target_id": 173, "target_slot": 2, "type": "BOOLEAN" }, { "id": 351, "origin_id": 168, "origin_slot": 0, "target_id": 174, "target_slot": 0, "type": "MODEL" }, { "id": 352, "origin_id": 158, "origin_slot": 0, "target_id": 174, "target_slot": 1, "type": "CONDITIONING" }, { "id": 353, "origin_id": 157, "origin_slot": 0, "target_id": 174, "target_slot": 2, "type": "CONDITIONING" }, { "id": 355, "origin_id": 173, "origin_slot": 0, "target_id": 174, "target_slot": 5, "type": "INT" }, { "id": 356, "origin_id": 172, "origin_slot": 0, "target_id": 174, "target_slot": 6, "type": "FLOAT" }, { "id": 357, "origin_id": 174, "origin_slot": 0, "target_id": 175, "target_slot": 0, "type": "LATENT" }, { "id": 337, "origin_id": 156, "origin_slot": 0, "target_id": 175, "target_slot": 1, "type": "VAE" }, { "id": 344, "origin_id": 175, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 362, "origin_id": -10, "origin_slot": 0, "target_id": 176, "target_slot": 0, "type": "IMAGE" }, { "id": 370, "origin_id": -10, "origin_slot": 1, "target_id": 161, "target_slot": 5, "type": "STRING" }, { "id": 371, "origin_id": -10, "origin_slot": 2, "target_id": 171, "target_slot": 0, "type": "BOOLEAN" }, { "id": 372, "origin_id": -10, "origin_slot": 3, "target_id": 166, "target_slot": 0, "type": "COMBO" }, { "id": 373, "origin_id": -10, "origin_slot": 4, "target_id": 167, "target_slot": 0, "type": "COMBO" }, { "id": 374, "origin_id": -10, "origin_slot": 5, "target_id": 156, "target_slot": 0, "type": "COMBO" }, { "id": 375, "origin_id": -10, "origin_slot": 6, "target_id": 162, "target_slot": 1, "type": "COMBO" }, { "id": 388, "origin_id": 167, "origin_slot": 0, "target_id": 229, "target_slot": 0, "type": "CLIP" }, { "id": 389, "origin_id": 156, "origin_slot": 0, "target_id": 229, "target_slot": 1, "type": "VAE" }, { "id": 390, "origin_id": 176, "origin_slot": 0, "target_id": 229, "target_slot": 2, "type": "IMAGE" }, { "id": 391, "origin_id": 229, "origin_slot": 0, "target_id": 157, "target_slot": 0, "type": "CONDITIONING" }, { "id": 415, "origin_id": 165, "origin_slot": 0, "target_id": 174, "target_slot": 3, "type": "LATENT" }, { "id": 591, "origin_id": -10, "origin_slot": 7, "target_id": 174, "target_slot": 4, "type": "INT" } ], "name": "Image Edit (Qwen-Image 2511)", "nodes": [ { "flags": {}, "id": 155, "inputs": [ { "link": 317, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "shift", "name": "shift", "type": "FLOAT", "widget": { "name": "shift" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 326 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 80, 2700 ], "properties": { "Node name for S&R": "ModelSamplingAuraFlow", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 270, 110 ], "type": "ModelSamplingAuraFlow", "widgets_values": [ 3.1 ] }, { "flags": {}, "id": 156, "inputs": [ { "link": 374, "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } } ], "mode": 0, "order": 7, "outputs": [ { "links": [ 324, 335, 337, 389 ], "localized_name": "VAE", "name": "VAE", "slot_index": 0, "type": "VAE" } ], "pos": [ -1080, 3160 ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "models": [ { "directory": "vae", "name": "qwen_image_vae.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors" } ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 400, 110 ], "type": "VAELoader", "widgets_values": [ "qwen_image_vae.safetensors" ] }, { "bgcolor": "#000", "color": "#222", "flags": { "collapsed": true }, "id": 157, "inputs": [ { "link": 391, "localized_name": "conditioning", "name": "conditioning", "type": "CONDITIONING" }, { "link": null, "localized_name": "reference_latents_method", "name": "reference_latents_method", "type": "COMBO", "widget": { "name": "reference_latents_method" } } ], "mode": 4, "order": 8, "outputs": [ { "links": [ 353 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 70, 3230 ], "properties": { "Node name for S&R": "FluxKontextMultiReferenceLatentMethod", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 300, 40 ], "type": "FluxKontextMultiReferenceLatentMethod", "widgets_values": [ "index_timestep_zero" ] }, { "bgcolor": "#000", "color": "#222", "flags": { "collapsed": true }, "id": 158, "inputs": [ { "link": 319, "localized_name": "conditioning", "name": "conditioning", "type": "CONDITIONING" }, { "link": null, "localized_name": "reference_latents_method", "name": "reference_latents_method", "type": "COMBO", "widget": { "name": "reference_latents_method" } } ], "mode": 4, "order": 9, "outputs": [ { "links": [ 352 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 70, 3110 ], "properties": { "Node name for S&R": "FluxKontextMultiReferenceLatentMethod", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 300, 40 ], "type": "FluxKontextMultiReferenceLatentMethod", "widgets_values": [ "index_timestep_zero" ] }, { "bgcolor": "#653", "color": "#432", "flags": {}, "id": 160, "inputs": [], "mode": 0, "order": 0, "outputs": [], "pos": [ 50, 3340 ], "properties": {}, "size": [ 300, 180 ], "type": "Note", "widgets_values": [ "The \"Edit Model Reference Method\" nodes above are not needed if you use Comfy files, but may be needed if you use repackaged ones from other people." ] }, { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 161, "inputs": [ { "link": 323, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 324, "localized_name": "vae", "name": "vae", "shape": 7, "type": "VAE" }, { "link": 325, "localized_name": "image1", "name": "image1", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "image2", "name": "image2", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "image3", "name": "image3", "shape": 7, "type": "IMAGE" }, { "link": 370, "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" } } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 319 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ -580, 2700 ], "properties": { "Node name for S&R": "TextEncodeQwenImageEditPlus", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 430, 240 ], "title": "TextEncodeQwenImageEditPlus (Positive)", "type": "TextEncodeQwenImageEditPlus", "widgets_values": [ "" ] }, { "flags": {}, "id": 152, "inputs": [ { "link": 326, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "strength", "name": "strength", "type": "FLOAT", "widget": { "name": "strength" } }, { "link": null, "localized_name": "pre_cfg", "name": "pre_cfg", "shape": 7, "type": "BOOLEAN", "widget": { "name": "pre_cfg" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 327, 331 ], "localized_name": "patched_model", "name": "patched_model", "type": "MODEL" } ], "pos": [ 80, 2870 ], "properties": { "Node name for S&R": "CFGNorm", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 270, 140 ], "type": "CFGNorm", "widgets_values": [ 1, false ] }, { "flags": {}, "id": 162, "inputs": [ { "link": 327, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 375, "localized_name": "lora_name", "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "link": null, "localized_name": "strength_model", "name": "strength_model", "type": "FLOAT", "widget": { "name": "strength_model" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 332 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 510, 2940 ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "models": [ { "directory": "loras", "name": "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors", "url": "https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning/resolve/main/Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors" } ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 370, 140 ], "type": "LoraLoaderModelOnly", "widgets_values": [ "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors", 1 ] }, { "flags": {}, "id": 163, "inputs": [ { "link": null, "localized_name": "value", "name": "value", "type": "FLOAT", "widget": { "name": "value" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 328 ], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" } ], "pos": [ 500, 2710 ], "properties": { "Node name for S&R": "PrimitiveFloat", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 380, 110 ], "title": "CFG", "type": "PrimitiveFloat", "widgets_values": [ 4 ] }, { "flags": {}, "id": 164, "inputs": [ { "link": null, "localized_name": "value", "name": "value", "type": "FLOAT", "widget": { "name": "value" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 329 ], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" } ], "pos": [ 510, 3330 ], "properties": { "Node name for S&R": "PrimitiveFloat", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 370, 110 ], "title": "CFG", "type": "PrimitiveFloat", "widgets_values": [ 1 ] }, { "flags": {}, "id": 165, "inputs": [ { "link": 334, "localized_name": "pixels", "name": "pixels", "type": "IMAGE" }, { "link": 335, "localized_name": "vae", "name": "vae", "type": "VAE" } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 415 ], "localized_name": "LATENT", "name": "LATENT", "type": "LATENT" } ], "pos": [ -420, 3440 ], "properties": { "Node name for S&R": "VAEEncode", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 230, 100 ], "type": "VAEEncode", "widgets_values": [] }, { "flags": {}, "id": 166, "inputs": [ { "link": 372, "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" } } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 317 ], "localized_name": "MODEL", "name": "MODEL", "slot_index": 0, "type": "MODEL" } ], "pos": [ -1080, 2700 ], "properties": { "Node name for S&R": "UNETLoader", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "models": [ { "directory": "diffusion_models", "name": "qwen_image_edit_2511_bf16.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2511_bf16.safetensors" } ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 400, 120 ], "type": "UNETLoader", "widgets_values": [ "qwen_image_edit_2511_bf16.safetensors", "default" ] }, { "flags": {}, "id": 167, "inputs": [ { "link": 373, "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" } } ], "mode": 0, "order": 14, "outputs": [ { "links": [ 323, 388 ], "localized_name": "CLIP", "name": "CLIP", "type": "CLIP" } ], "pos": [ -1080, 2900 ], "properties": { "Node name for S&R": "CLIPLoader", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "models": [ { "directory": "text_encoders", "name": "qwen_2.5_vl_7b_fp8_scaled.safetensors", "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_1.5_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors" } ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 400, 150 ], "type": "CLIPLoader", "widgets_values": [ "qwen_2.5_vl_7b_fp8_scaled.safetensors", "qwen_image", "default" ] }, { "flags": {}, "id": 168, "inputs": [ { "link": 331, "localized_name": "on_false", "name": "on_false", "type": "MODEL" }, { "link": 332, "localized_name": "on_true", "name": "on_true", "type": "MODEL" }, { "link": 333, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 15, "outputs": [ { "links": [ 351 ], "localized_name": "output", "name": "output", "type": "MODEL" } ], "pos": [ 950, 2650 ], "properties": { "Node name for S&R": "ComfySwitchNode", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 270, 130 ], "title": "Switch (Model)", "type": "ComfySwitchNode", "widgets_values": [ false ] }, { "flags": {}, "id": 169, "inputs": [ { "link": null, "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" } } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 347 ], "localized_name": "INT", "name": "INT", "type": "INT" } ], "pos": [ 510, 3170 ], "properties": { "Node name for S&R": "PrimitiveInt", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 370, 110 ], "title": "Steps", "type": "PrimitiveInt", "widgets_values": [ 6, "fixed" ] }, { "flags": {}, "id": 170, "inputs": [ { "link": null, "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 348 ], "localized_name": "INT", "name": "INT", "type": "INT" } ], "pos": [ 500, 2560 ], "properties": { "Node name for S&R": "PrimitiveInt", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 380, 110 ], "title": "Steps", "type": "PrimitiveInt", "widgets_values": [ 30, "fixed" ] }, { "flags": {}, "id": 171, "inputs": [ { "label": "Fast Mode", "link": 371, "localized_name": "value", "name": "value", "type": "BOOLEAN", "widget": { "name": "value" } } ], "mode": 0, "order": 16, "outputs": [ { "links": [ 330, 333, 350 ], "localized_name": "BOOLEAN", "name": "BOOLEAN", "type": "BOOLEAN" } ], "pos": [ 510, 3540 ], "properties": { "Node name for S&R": "PrimitiveBoolean", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 360, 100 ], "title": "Enable 4steps LoRA?", "type": "PrimitiveBoolean", "widgets_values": [ true ] }, { "flags": {}, "id": 172, "inputs": [ { "link": 328, "localized_name": "on_false", "name": "on_false", "type": "FLOAT" }, { "link": 329, "localized_name": "on_true", "name": "on_true", "type": "FLOAT" }, { "link": 330, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 17, "outputs": [ { "links": [ 356 ], "localized_name": "output", "name": "output", "type": "FLOAT" } ], "pos": [ 950, 3050 ], "properties": { "Node name for S&R": "ComfySwitchNode", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 270, 130 ], "title": "Switch (CFG)", "type": "ComfySwitchNode", "widgets_values": [ false ] }, { "flags": {}, "id": 173, "inputs": [ { "link": 348, "localized_name": "on_false", "name": "on_false", "type": "INT" }, { "link": 347, "localized_name": "on_true", "name": "on_true", "type": "INT" }, { "link": 350, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 18, "outputs": [ { "links": [ 355 ], "localized_name": "output", "name": "output", "type": "INT" } ], "pos": [ 950, 2870 ], "properties": { "Node name for S&R": "ComfySwitchNode", "cnr_id": "comfy-core", "ver": "0.16.4" }, "size": [ 270, 130 ], "title": "Switch (Steps)", "type": "ComfySwitchNode", "widgets_values": [ false ] }, { "flags": {}, "id": 174, "inputs": [ { "link": 351, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 352, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 353, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 415, "localized_name": "latent_image", "name": "latent_image", "type": "LATENT" }, { "link": 591, "localized_name": "seed", "name": "seed", "type": "INT", "widget": { "name": "seed" } }, { "link": 355, "localized_name": "steps", "name": "steps", "type": "INT", "widget": { "name": "steps" } }, { "link": 356, "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" } } ], "mode": 0, "order": 19, "outputs": [ { "links": [ 357 ], "localized_name": "LATENT", "name": "LATENT", "type": "LATENT" } ], "pos": [ 1280, 2650 ], "properties": { "Node name for S&R": "KSampler", "cnr_id": "comfy-core", "ver": "0.16.4" }, "size": [ 270, 350 ], "type": "KSampler", "widgets_values": [ 111, "randomize", 40, 3, "euler", "simple", 1 ] }, { "flags": { "collapsed": false }, "id": 175, "inputs": [ { "link": 357, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 337, "localized_name": "vae", "name": "vae", "type": "VAE" } ], "mode": 0, "order": 20, "outputs": [ { "links": [ 344 ], "localized_name": "IMAGE", "name": "IMAGE", "slot_index": 0, "type": "IMAGE" } ], "pos": [ 1600, 2660 ], "properties": { "Node name for S&R": "VAEDecode", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.5.1" }, "size": [ 230, 100 ], "type": "VAEDecode", "widgets_values": [] }, { "flags": {}, "id": 176, "inputs": [ { "link": 362, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 21, "outputs": [ { "links": [ 325, 334, 390 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -1090, 3440 ], "properties": { "Node name for S&R": "FluxKontextImageScale", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.13.0" }, "size": [ 230, 80 ], "type": "FluxKontextImageScale", "widgets_values": [] }, { "bgcolor": "#533", "color": "#322", "flags": {}, "id": 229, "inputs": [ { "link": 388, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 389, "localized_name": "vae", "name": "vae", "shape": 7, "type": "VAE" }, { "link": 390, "localized_name": "image1", "name": "image1", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "image2", "name": "image2", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "image3", "name": "image3", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" } } ], "mode": 0, "order": 22, "outputs": [ { "links": [ 391 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ -550, 3070 ], "properties": { "Node name for S&R": "TextEncodeQwenImageEditPlus" }, "size": [ 400, 220 ], "type": "TextEncodeQwenImageEditPlus", "widgets_values": [ "" ] } ], "outputNode": { "bounding": [ 2270, 2690, 128, 68 ], "id": -20 }, "outputs": [ { "id": "0b1583f6-7dad-4f1c-b035-fd13da1fb9d9", "linkIds": [ 344 ], "localized_name": "IMAGE", "name": "IMAGE", "pos": [ 2294, 2714 ], "type": "IMAGE" } ], "revision": 0, "state": { "lastGroupId": 7, "lastLinkId": 636, "lastNodeId": 303, "lastRerouteId": 0 }, "version": 1, "widgets": [] } ] }, "extra": { "0246.VERSION": [ 0, 0, 4 ], "VHS_KeepIntermediate": true, "VHS_MetadataImage": true, "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "ds": { "offset": [ 2572.090266671264, 237.28313809396883 ], "scale": 0.6928241462272008 }, "frontendVersion": "1.47.7", "linearData": { "inputs": [ [ "9a44062f-eafe-4fe7-8804-1b04d8b3a5ab:130:image", "image" ], [ "9a44062f-eafe-4fe7-8804-1b04d8b3a5ab:224:aspect_ratio", "aspect_ratio" ], [ "9a44062f-eafe-4fe7-8804-1b04d8b3a5ab:292:choice", "choice" ], [ "9a44062f-eafe-4fe7-8804-1b04d8b3a5ab:291:value", "value" ], [ "9a44062f-eafe-4fe7-8804-1b04d8b3a5ab:276:switch", "switch" ], [ "9a44062f-eafe-4fe7-8804-1b04d8b3a5ab:283:sampling_mode.seed", "sampling_mode.seed" ] ], "outputs": [ "302", "303" ] }, "linearMode": true, "links_added_by_ue": [], "ue_links": [], "workflowRendererVersion": "LG", "workspace_info": { "cloudID": null, "coverMediaPath": null, "id": "seo-outpaint-qwen-2511-v4", "saveLock": false } }, "groups": [], "id": "9a44062f-eafe-4fe7-8804-1b04d8b3a5ab", "last_link_id": 636, "last_node_id": 303, "links": [ [ 435, 130, 0, 224, 0, "IMAGE" ], [ 552, 265, 0, 264, 2, "INT" ], [ 553, 265, 1, 264, 3, "INT" ], [ 555, 264, 0, 262, 1, "IMAGE" ], [ 583, 276, 0, 277, 0, "STRING" ], [ 584, 277, 0, 278, 1, "STRING" ], [ 589, 280, 0, 265, 0, "IMAGE" ], [ 595, 285, 0, 283, 0, "CLIP" ], [ 607, 283, 0, 276, 1, "STRING" ], [ 610, 279, 0, 280, 1, "STRING" ], [ 611, 291, 0, 276, 0, "STRING" ], [ 612, 292, 0, 293, 1, "STRING" ], [ 613, 293, 0, 299, 0, "STRING" ], [ 614, 292, 0, 294, 1, "STRING" ], [ 615, 292, 0, 295, 1, "STRING" ], [ 616, 299, 1, 224, 2, "INT" ], [ 617, 224, 2, 296, 2, "BOOLEAN" ], [ 618, 294, 0, 296, 1, "STRING" ], [ 619, 295, 0, 296, 0, "STRING" ], [ 620, 296, 0, 297, 1, "STRING" ], [ 621, 296, 0, 298, 1, "STRING" ], [ 622, 286, 0, 297, 0, "STRING" ], [ 623, 297, 0, 283, 4, "STRING" ], [ 624, 278, 0, 298, 0, "STRING" ], [ 625, 298, 0, 279, 0, "STRING" ], [ 629, 302, 0, 262, 0, "IMAGE" ], [ 630, 280, 0, 302, 0, "IMAGE" ], [ 633, 303, 0, 264, 0, "IMAGE" ], [ 634, 303, 0, 280, 0, "IMAGE" ], [ 635, 303, 0, 283, 1, "IMAGE" ], [ 636, 224, 0, 303, 0, "IMAGE" ] ], "nodes": [ { "flags": {}, "id": 130, "inputs": [ { "label": "Load Image", "link": null, "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" } } ], "mode": 0, "order": 0, "outputs": [ { "label": "IMAGE", "links": [ 435 ], "localized_name": "IMAGE", "name": "IMAGE", "slot_index": 0, "type": "IMAGE" }, { "label": "MASK", "links": [], "localized_name": "MASK", "name": "MASK", "slot_index": 1, "type": "MASK" } ], "pos": [ -3370, 30 ], "properties": { "Node name for S&R": "LoadImage", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.3.39", "widget_ue_connectable": {} }, "size": [ 670, 770 ], "type": "LoadImage", "widgets_values": [ "ccc2ad765e207ae7c0fb1f3ea3906fde7cb75209407ec0d6cff9d9e58c4bc166.png", "image" ] }, { "flags": {}, "id": 224, "inputs": [ { "link": 435, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "label": "Aspect Ratio", "link": null, "name": "aspect_ratio", "type": "COMBO", "widget": { "name": "aspect_ratio" } }, { "label": "top_or_left_outpaint_pct", "link": 616, "name": "value", "type": "INT", "widget": { "name": "value" } } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 636 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [], "name": "MASK", "type": "MASK" }, { "links": [ 617 ], "name": "horizontal_expand", "type": "BOOLEAN" } ], "pos": [ -2610, 30 ], "properties": { "previewExposures": [] }, "size": [ 500, 170 ], "type": "b26cc822-68bf-4fd0-b66f-bb3f99cd1443", "widgets_values": [ "16:9 (Panorama)", 66 ] }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 252, "inputs": [], "mode": 0, "order": 1, "outputs": [], "pos": [ -4050, 30 ], "properties": {}, "size": [ 590, 770 ], "title": "Outpaint to Any Aspect Ratio (Qwen 2511 + Automatic Caption)", "type": "MarkdownNote", "widgets_values": [ "Outpaint a **single image** into any target aspect ratio without cropping. The original pixels stay intact — the new canvas around them is outpainted by **Qwen Image Edit 2511**, guided by a caption of the missing region that is either written automatically by a local VLM or typed by you.\n\n## How It Works\n\n1. **Upload an image** (`LoadImage` node)\n2. **Select `Image Extender` node inputs**\n - **aspect_ratio** — pick the target ratio from the dropdown.\n - **Image Position** dropdown — where the original sits in the new frame: Start (flush left/top), 1/3, Centered, 2/3, or End (flush right/bottom). Start/End refer to whichever axis is being expanded (left/right for wider targets, top/bottom for taller ones). The workflow auto-detects the axis and tells the captioner and Qwen where the new content goes.\n3. **Caption the outpainted region** — the **`Automatic Outpaint Caption`** switch:\n - **ON → Automatic**: the `Generate Prompt` node (Qwen3.5-4B running locally in the workflow — no API credits) studies the padded image and writes a caption for what the green region should become.\n - **OFF (default) → Manual**: your text in `Manual Caption (describe the green region)` is used instead — describe only what should appear in the new areas.\n Either way the caption is appended to the fixed outpaint instruction in `Assemble Outpaint Prompt` before reaching Qwen.\n4. **Qwen Image Edit 2511** replaces the green region with new content. **Fast Mode** on the subgraph toggles the Lightning 4-step LoRA (fast) vs the full 30-step sampler (higher quality).\n\n## Tips\n\n- **Low contrast = bad inpaint.** If your subject contains a lot of green, open the Image Extender subgraph and change the fill color.\n- **Match the subject scale.** Going `1:1` → `21:9` invents a lot of pixels; simple backgrounds outpaint more reliably.\n- The `Caption Preview` / `Final Prompt` nodes show exactly what Qwen receives — check them first when a result looks off.\n- **Caption style.** Both automatic and manual captions should describe only the new content itself (a noun-phrase scene description, e.g. \"A continuation of the tiled floor...\") — the fixed outpaint instruction wrapper is prepended automatically.\n- **Adding position presets.** The Image Position dropdown is label-keyed: every option must exist as a key in all three JSON maps (`Position %`, both Placement Phrase nodes). Add or rename options in all four places together." ] }, { "flags": {}, "id": 262, "inputs": [ { "link": 629, "localized_name": "image_a", "name": "image_a", "shape": 7, "type": "IMAGE" }, { "link": 555, "localized_name": "image_b", "name": "image_b", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "compare_view", "name": "compare_view", "type": "IMAGECOMPARE", "widget": { "name": "compare_view" } } ], "mode": 0, "order": 24, "outputs": [], "pos": [ -670, 30 ], "properties": { "Node name for S&R": "ImageCompare" }, "size": [ 710, 760 ], "type": "ImageCompare", "widgets_values": [] }, { "flags": { "collapsed": true }, "id": 264, "inputs": [ { "link": 633, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "mask", "name": "mask", "shape": 7, "type": "MASK" }, { "link": 552, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 553, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": null, "localized_name": "upscale_method", "name": "upscale_method", "type": "COMBO", "widget": { "name": "upscale_method" } }, { "link": null, "localized_name": "keep_proportion", "name": "keep_proportion", "type": "COMBO", "widget": { "name": "keep_proportion" } }, { "link": null, "localized_name": "pad_color", "name": "pad_color", "type": "STRING", "widget": { "name": "pad_color" } }, { "link": null, "localized_name": "crop_position", "name": "crop_position", "type": "COMBO", "widget": { "name": "crop_position" } }, { "link": null, "localized_name": "divisible_by", "name": "divisible_by", "type": "INT", "widget": { "name": "divisible_by" } }, { "link": null, "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" } } ], "mode": 0, "order": 23, "outputs": [ { "links": [ 555 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": null, "localized_name": "width", "name": "width", "type": "INT" }, { "links": null, "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "mask", "name": "mask", "type": "MASK" } ], "pos": [ -1000, -170 ], "properties": { "Node name for S&R": "ImageResizeKJv2" }, "size": [ 225, 0 ], "type": "ImageResizeKJv2", "widgets_values": [ 512, 512, "lanczos", "stretch", "0, 0, 0", "center", 2, "cpu" ] }, { "flags": { "collapsed": true }, "id": 265, "inputs": [ { "link": 589, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 21, "outputs": [ { "links": [ 552 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 553 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -1460, -170 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 225, 0 ], "type": "GetImageSize", "widgets_values": [] }, { "flags": {}, "id": 276, "inputs": [ { "link": 611, "localized_name": "on_false", "name": "on_false", "type": "STRING" }, { "link": 607, "localized_name": "on_true", "name": "on_true", "type": "STRING" }, { "label": "Automatic Prompt Mode", "link": null, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 15, "outputs": [ { "links": [ 583 ], "localized_name": "output", "name": "output", "type": "STRING" } ], "pos": [ -2020, 1230 ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "size": [ 320, 110 ], "title": "Automatic Outpaint Caption", "type": "ComfySwitchNode", "widgets_values": [ false ] }, { "flags": {}, "id": 277, "inputs": [ { "link": 583, "localized_name": "source", "name": "source", "type": "*" } ], "mode": 0, "order": 16, "outputs": [ { "links": [ 584 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -2020, 1400 ], "properties": { "Node name for S&R": "PreviewAny" }, "size": [ 320, 370 ], "title": "Caption Preview", "type": "PreviewAny", "widgets_values": [] }, { "flags": {}, "id": 278, "inputs": [ { "link": null, "localized_name": "string_a", "name": "string_a", "type": "STRING", "widget": { "name": "string_a" } }, { "link": 584, "localized_name": "string_b", "name": "string_b", "type": "STRING", "widget": { "name": "string_b" } }, { "link": null, "localized_name": "delimiter", "name": "delimiter", "type": "STRING", "widget": { "name": "delimiter" } } ], "mode": 0, "order": 17, "outputs": [ { "links": [ 624 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -1640, 1230 ], "properties": { "Node name for S&R": "StringConcatenate" }, "size": [ 490, 350 ], "title": "Assemble Outpaint Prompt", "type": "StringConcatenate", "widgets_values": [ "Outpaint/fill the solid green pixels with new image content that seamlessly continues the scene. DO NOT modify the original non-green pixels — they must remain exactly as they are. Do not copy/paste existing pixels into the green area. The new content must blend seamlessly in lighting, color, perspective, and detail. The green region should be replaced with:", "", "\n" ] }, { "flags": {}, "id": 279, "inputs": [ { "link": 625, "localized_name": "source", "name": "source", "type": "*" } ], "mode": 0, "order": 19, "outputs": [ { "links": [ 610 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -1640, 1690 ], "properties": { "Node name for S&R": "PreviewAny" }, "size": [ 490, 390 ], "title": "Final Prompt", "type": "PreviewAny", "widgets_values": [] }, { "flags": {}, "id": 280, "inputs": [ { "link": 634, "name": "image", "type": "IMAGE" }, { "link": 610, "name": "prompt", "type": "STRING", "widget": { "name": "prompt" } }, { "label": "Fast Mode", "link": null, "name": "value", "type": "BOOLEAN", "widget": { "name": "value" } }, { "link": null, "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" } }, { "link": null, "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" } }, { "link": null, "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } }, { "link": null, "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "link": null, "name": "seed", "type": "INT", "widget": { "name": "seed" } } ], "mode": 0, "order": 20, "outputs": [ { "links": [ 589, 630 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -2010, 30 ], "properties": { "cnr_id": "comfy-core", "previewExposures": [ { "name": "$$canvas-image-preview", "sourceNodeId": "174", "sourcePreviewName": "$$canvas-image-preview" } ], "proxyWidgetErrorQuarantine": [ { "attemptedAtVersion": 1, "originalEntry": [ "174", "control_after_generate" ], "reason": "missingSubgraphInput" } ], "ver": "0.16.4" }, "size": [ 400, 680 ], "type": "d4c06663-cb1a-4a41-a36b-f09c93e55e7e", "widgets_values": [ "", true, "qwen_image_edit_2511_bf16.safetensors", "qwen_2.5_vl_7b_fp8_scaled.safetensors", "qwen_image_vae.safetensors", "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors", 927215755554477 ] }, { "flags": { "collapsed": false }, "id": 283, "inputs": [ { "link": 595, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 635, "localized_name": "image", "name": "image", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "video", "name": "video", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO" }, { "link": 623, "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" } }, { "link": null, "localized_name": "max_length", "name": "max_length", "type": "INT", "widget": { "name": "max_length" } }, { "link": null, "localized_name": "sampling_mode", "name": "sampling_mode", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "sampling_mode" } }, { "link": null, "localized_name": "temperature", "name": "sampling_mode.temperature", "type": "FLOAT", "widget": { "name": "sampling_mode.temperature" } }, { "link": null, "localized_name": "top_k", "name": "sampling_mode.top_k", "type": "INT", "widget": { "name": "sampling_mode.top_k" } }, { "link": null, "localized_name": "top_p", "name": "sampling_mode.top_p", "type": "FLOAT", "widget": { "name": "sampling_mode.top_p" } }, { "link": null, "localized_name": "min_p", "name": "sampling_mode.min_p", "type": "FLOAT", "widget": { "name": "sampling_mode.min_p" } }, { "link": null, "localized_name": "repetition_penalty", "name": "sampling_mode.repetition_penalty", "type": "FLOAT", "widget": { "name": "sampling_mode.repetition_penalty" } }, { "label": "Automatic Prompt Seed", "link": null, "localized_name": "seed", "name": "sampling_mode.seed", "type": "INT", "widget": { "name": "sampling_mode.seed" } }, { "link": null, "localized_name": "presence_penalty", "name": "sampling_mode.presence_penalty", "shape": 7, "type": "FLOAT", "widget": { "name": "sampling_mode.presence_penalty" } }, { "link": null, "localized_name": "thinking", "name": "thinking", "shape": 7, "type": "BOOLEAN", "widget": { "name": "thinking" } }, { "link": null, "localized_name": "use_default_template", "name": "use_default_template", "shape": 7, "type": "BOOLEAN", "widget": { "name": "use_default_template" } } ], "mode": 0, "order": 14, "outputs": [ { "links": [ 607 ], "localized_name": "generated_text", "name": "generated_text", "type": "STRING" } ], "pos": [ -2550, 1570 ], "properties": { "Node name for S&R": "TextGenerateLTX2Prompt", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.16.3" }, "showAdvanced": true, "size": [ 400, 494 ], "title": "Generate Prompt", "type": "TextGenerateLTX2Prompt", "widgets_values": [ "You are writing a scene-continuation description for an image outpainting model. The flat solid green area in this image is a placeholder that will be replaced with new scenery extending the photograph. Study the visible non-green content — the space, surfaces, objects, materials, lighting, colors, and perspective — and describe in 2-4 sentences exactly what should appear in that area as a natural continuation of the scene.\n\nBe concrete and specific: name the surfaces that extend (floor, walls, ceiling, sky, ground) with their materials, patterns, and colors; any furniture or objects that would plausibly continue or appear; the light direction, temperature, and shadows; and the depth and perspective as the scene recedes.\n\nWrite ONLY the description of the new content itself, as if captioning a photograph of that area. Never mention \"green\", \"region\", \"placeholder\", \"pixels\", \"image\", or the editing process. Never use instructional phrasing like \"should contain\" or \"must match\". Start directly with the content — for example: \"A continuation of the terracotta tiled floor, its beige grout lines receding toward a plaster wall washed in warm lamplight...\"", 400, "on", 0.7, 64, 0.95, 0.05, 1.05, 123456789, 0, false, true ] }, { "flags": {}, "id": 285, "inputs": [ { "link": null, "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" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 595 ], "localized_name": "CLIP", "name": "CLIP", "type": "CLIP" } ], "pos": [ -3810, 1430 ], "properties": { "Node name for S&R": "CLIPLoader", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "models": [ { "directory": "text_encoders", "name": "qwen3.5_4b_bf16.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen3.5/resolve/main/text_encoders/qwen3.5_4b_bf16.safetensors" } ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.18.1" }, "size": [ 500, 160 ], "title": "CLIP Loader", "type": "CLIPLoader", "widgets_values": [ "qwen3.5_4b_bf16.safetensors", "stable_diffusion", "default" ] }, { "flags": {}, "id": 286, "inputs": [], "mode": 0, "order": 3, "outputs": [ { "links": [ 622 ], "name": "STRING", "type": "STRING", "widget": { "name": "string_a" } } ], "pos": [ -3810, 1670 ], "properties": { "Run widget replace on values": false }, "size": [ 490, 320 ], "title": "prompt", "type": "PrimitiveNode", "widgets_values": [ "You are writing a scene-continuation description for an image outpainting model. The flat solid green area in this image is a placeholder that will be replaced with new scenery extending the photograph. Study the visible non-green content — the space, surfaces, objects, materials, lighting, colors, and perspective — and describe in 2-4 sentences exactly what should appear in that area as a natural continuation of the scene.\n\nBe concrete and specific: name the surfaces that extend (floor, walls, ceiling, sky, ground) with their materials, patterns, and colors; any furniture or objects that would plausibly continue or appear; the light direction, temperature, and shadows; and the depth and perspective as the scene recedes.\n\nWrite ONLY the description of the new content itself, as if captioning a photograph of that area. Never mention \"green\", \"region\", \"placeholder\", \"pixels\", \"image\", or the editing process. Never use instructional phrasing like \"should contain\" or \"must match\". Start directly with the content — for example: \"A continuation of the terracotta tiled floor, its beige grout lines receding toward a plaster wall washed in warm lamplight...\"" ] }, { "flags": {}, "id": 291, "inputs": [ { "label": "Manual Prompt", "link": null, "localized_name": "value", "name": "value", "type": "STRING", "widget": { "name": "value" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 611 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -2550, 1230 ], "properties": { "Node name for S&R": "PrimitiveStringMultiline" }, "size": [ 400, 200 ], "title": "Manual Caption (describe the expanded region)", "type": "PrimitiveStringMultiline", "widgets_values": [ "A large mirror on the left and a door on the right." ] }, { "flags": {}, "id": 292, "inputs": [ { "label": "Image Position", "link": null, "localized_name": "choice", "name": "choice", "type": "COMBO", "widget": { "name": "choice" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 612, 614, 615 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" }, { "links": [], "localized_name": "INDEX", "name": "INDEX", "type": "INT" } ], "pos": [ -3710, 960 ], "properties": { "Node name for S&R": "CustomCombo" }, "size": [ 400, 330 ], "title": "Image Position", "type": "CustomCombo", "widgets_values": [ "Centered", 2, "Image at Start (Left / Top)", "Image at 1/3 (Rule of Thirds)", "Centered", "Image at 2/3 (Rule of Thirds)", "Image at End (Right / Bottom)", "" ] }, { "flags": { "collapsed": true }, "id": 293, "inputs": [ { "link": null, "localized_name": "json_string", "name": "json_string", "type": "STRING", "widget": { "name": "json_string" } }, { "link": 612, "localized_name": "key", "name": "key", "type": "STRING", "widget": { "name": "key" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 613 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -3230, 1220 ], "properties": { "Node name for S&R": "JsonExtractString" }, "size": [ 225, 0 ], "title": "Position % (JSON)", "type": "JsonExtractString", "widgets_values": [ "{\"Image at Start (Left / Top)\": \"0\", \"Image at 1/3 (Rule of Thirds)\": \"33\", \"Centered\": \"50\", \"Image at 2/3 (Rule of Thirds)\": \"67\", \"Image at End (Right / Bottom)\": \"100\"}", "Centered" ] }, { "flags": { "collapsed": true }, "id": 299, "inputs": [ { "link": 613, "localized_name": "value", "name": "value", "type": "INT,FLOAT,STRING,BOOLEAN" } ], "mode": 0, "order": 9, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 616 ], "localized_name": "INT", "name": "INT", "type": "INT" } ], "pos": [ -2940, 1220 ], "properties": { "Node name for S&R": "ComfyNumberConvert" }, "size": [ 225, 0 ], "title": "Convert Number (% -> INT)", "type": "ComfyNumberConvert", "widgets_values": [] }, { "flags": { "collapsed": true }, "id": 294, "inputs": [ { "link": null, "localized_name": "json_string", "name": "json_string", "type": "STRING", "widget": { "name": "json_string" } }, { "link": 614, "localized_name": "key", "name": "key", "type": "STRING", "widget": { "name": "key" } } ], "mode": 0, "order": 7, "outputs": [ { "links": [ 618 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -2940, 970 ], "properties": { "Node name for S&R": "JsonExtractString" }, "size": [ 225, 0 ], "title": "Placement Phrase (Horizontal)", "type": "JsonExtractString", "widgets_values": [ "{\"Image at Start (Left / Top)\": \"Placement: the original photograph sits flush at the LEFT edge of the final frame; all new content extends to the RIGHT of the visible scene.\", \"Image at 1/3 (Rule of Thirds)\": \"Placement: the original photograph sits left of center; a narrow band of new content extends to the LEFT and a wider area extends to the RIGHT.\", \"Centered\": \"Placement: the original photograph is centered; new content extends equally to the LEFT and to the RIGHT.\", \"Image at 2/3 (Rule of Thirds)\": \"Placement: the original photograph sits right of center; a wider area of new content extends to the LEFT and a narrow band extends to the RIGHT.\", \"Image at End (Right / Bottom)\": \"Placement: the original photograph sits flush at the RIGHT edge of the final frame; all new content extends to the LEFT of the visible scene.\"}", "Centered" ] }, { "flags": { "collapsed": true }, "id": 295, "inputs": [ { "link": null, "localized_name": "json_string", "name": "json_string", "type": "STRING", "widget": { "name": "json_string" } }, { "link": 615, "localized_name": "key", "name": "key", "type": "STRING", "widget": { "name": "key" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [ 619 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -2940, 1040 ], "properties": { "Node name for S&R": "JsonExtractString" }, "size": [ 225, 0 ], "title": "Placement Phrase (Vertical)", "type": "JsonExtractString", "widgets_values": [ "{\"Image at Start (Left / Top)\": \"Placement: the original photograph sits flush at the TOP edge of the final frame; all new content extends BELOW the visible scene.\", \"Image at 1/3 (Rule of Thirds)\": \"Placement: the original photograph sits above center; a narrow band of new content extends ABOVE and a wider area extends BELOW.\", \"Centered\": \"Placement: the original photograph is centered; new content extends equally ABOVE and BELOW.\", \"Image at 2/3 (Rule of Thirds)\": \"Placement: the original photograph sits below center; a wider area of new content extends ABOVE and a narrow band extends BELOW.\", \"Image at End (Right / Bottom)\": \"Placement: the original photograph sits flush at the BOTTOM edge of the final frame; all new content extends ABOVE the visible scene.\"}", "Centered" ] }, { "flags": {}, "id": 296, "inputs": [ { "link": 619, "localized_name": "on_false", "name": "on_false", "type": "STRING" }, { "link": 618, "localized_name": "on_true", "name": "on_true", "type": "STRING" }, { "label": "horizontal_expand (auto)", "link": 617, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 620, 621 ], "localized_name": "output", "name": "output", "type": "STRING" } ], "pos": [ -2550, 970 ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "size": [ 320, 110 ], "title": "Placement Phrase (axis auto-selected)", "type": "ComfySwitchNode", "widgets_values": [ true ] }, { "flags": { "collapsed": true }, "id": 297, "inputs": [ { "link": 622, "localized_name": "string_a", "name": "string_a", "type": "STRING", "widget": { "name": "string_a" } }, { "link": 620, "localized_name": "string_b", "name": "string_b", "type": "STRING", "widget": { "name": "string_b" } }, { "link": null, "localized_name": "delimiter", "name": "delimiter", "type": "STRING", "widget": { "name": "delimiter" } } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 623 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -2860, 1700 ], "properties": { "Node name for S&R": "StringConcatenate" }, "size": [ 225, 0 ], "title": "Caption Instruction + Placement", "type": "StringConcatenate", "widgets_values": [ "You are writing a scene-continuation description for an image outpainting model. The flat solid green area in this image is a placeholder that will be replaced with new scenery extending the photograph. Study the visible non-green content — the space, surfaces, objects, materials, lighting, colors, and perspective — and describe in 2-4 sentences exactly what should appear in that area as a natural continuation of the scene.\n\nBe concrete and specific: name the surfaces that extend (floor, walls, ceiling, sky, ground) with their materials, patterns, and colors; any furniture or objects that would plausibly continue or appear; the light direction, temperature, and shadows; and the depth and perspective as the scene recedes.\n\nWrite ONLY the description of the new content itself, as if captioning a photograph of that area. Never mention \"green\", \"region\", \"placeholder\", \"pixels\", \"image\", or the editing process. Never use instructional phrasing like \"should contain\" or \"must match\". Start directly with the content — for example: \"A continuation of the terracotta tiled floor, its beige grout lines receding toward a plaster wall washed in warm lamplight...\"", "", "\n\n" ] }, { "flags": { "collapsed": true }, "id": 298, "inputs": [ { "link": 624, "localized_name": "string_a", "name": "string_a", "type": "STRING", "widget": { "name": "string_a" } }, { "link": 621, "localized_name": "string_b", "name": "string_b", "type": "STRING", "widget": { "name": "string_b" } }, { "link": null, "localized_name": "delimiter", "name": "delimiter", "type": "STRING", "widget": { "name": "delimiter" } } ], "mode": 0, "order": 18, "outputs": [ { "links": [ 625 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -1640, 1640 ], "properties": { "Node name for S&R": "StringConcatenate" }, "size": [ 225, 0 ], "title": "Final Prompt + Placement", "type": "StringConcatenate", "widgets_values": [ "", "", "\n" ] }, { "flags": {}, "id": 302, "inputs": [ { "link": 630, "localized_name": "images", "name": "images", "type": "IMAGE" }, { "link": null, "localized_name": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" } }, { "link": null, "localized_name": "format", "name": "format", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "format" } }, { "link": null, "localized_name": "bit_depth", "name": "format.bit_depth", "type": "COMBO", "widget": { "name": "format.bit_depth" } }, { "link": null, "localized_name": "input_color_space", "name": "format.input_color_space", "type": "COMBO", "widget": { "name": "format.input_color_space" } } ], "mode": 0, "order": 22, "outputs": [ { "links": [ 629 ], "localized_name": "images", "name": "images", "type": "IMAGE" } ], "pos": [ -1480, 30 ], "properties": {}, "size": [ 710, 354 ], "type": "SaveImageAdvanced", "widgets_values": [ "Qwen-2511-outpaint", "png", "8-bit", "sRGB" ] }, { "flags": {}, "id": 303, "inputs": [ { "link": 636, "localized_name": "images", "name": "images", "type": "IMAGE" }, { "link": null, "localized_name": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" } }, { "link": null, "localized_name": "format", "name": "format", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "format" } }, { "link": null, "localized_name": "bit_depth", "name": "format.bit_depth", "type": "COMBO", "widget": { "name": "format.bit_depth" } }, { "link": null, "localized_name": "input_color_space", "name": "format.input_color_space", "type": "COMBO", "widget": { "name": "format.input_color_space" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 633, 634, 635 ], "localized_name": "images", "name": "images", "type": "IMAGE" } ], "pos": [ -2610, 280 ], "properties": {}, "size": [ 500, 354 ], "type": "SaveImageAdvanced", "widgets_values": [ "Qwen-2511-outpaint_region", "png", "8-bit", "sRGB" ] } ], "revision": 0, "version": 0.4 }