{ "id": "0ec207bb-9d6b-4d2f-aed7-21774901f0f4", "revision": 0, "last_node_id": 833, "last_link_id": 1528, "nodes": [ { "id": 618, "type": "GetImageSize", "pos": [ -2649.26810119148, 805.3533275285521 ], "size": [ 140, 124 ], "flags": { "collapsed": true }, "order": 54, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 1523 } ], "outputs": [ { "name": "width", "type": "INT", "links": [ 1155 ] }, { "name": "height", "type": "INT", "links": [ 1153 ] }, { "name": "batch_size", "type": "INT", "links": null } ], "properties": { "Node name for S&R": "GetImageSize", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [], "color": "#323", "bgcolor": "#535" }, { "id": 602, "type": "Label (rgthree)", "pos": [ -1834.5850007787344, -346.3241807394188 ], "size": [ 405.1572265625, 37 ], "flags": { "allow_interaction": true }, "order": 0, "mode": 0, "inputs": [], "outputs": [], "title": "https://t.me/catlover1938", "properties": { "fontSize": 37, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0, "angle": 0, "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 699, "type": "Note", "pos": [ -4068.539655753021, 804.5547873864134 ], "size": [ 210, 279.3171225002386 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "The final resolution will be：\nbase * 1.7(for 2nd gen) * 2(for sd upscale）\n\n\n最终图片大小为:\n初始大小 x 1.7 (第二次生成前放大）x\n2 (SD 放大倍数）" ], "color": "#432", "bgcolor": "#653" }, { "id": 700, "type": "MarkdownNote", "pos": [ -2009.8511424385063, 2428.7437702001976 ], "size": [ 348.40606139959027, 121.86219622039641 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [], "title": "Skin Contrast 皮肤对比", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "This sections adds details to skin to get a more realistic feeling. Good for super realistic character images generation.\n\n欧美或者写实风可考虑打开。平时不推荐。" ], "color": "#432", "bgcolor": "#653" }, { "id": 701, "type": "MarkdownNote", "pos": [ -1638.4464378801156, 2429.047654398471 ], "size": [ 349.78879827881303, 112.76571528158638 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [], "title": "Intensity - 强度", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "1 Means full strength, 0 means no effect\n\n1 为最高强度，0为禁用" ], "color": "#432", "bgcolor": "#653" }, { "id": 702, "type": "UpscaleModelLoader", "pos": [ -2009.6479155794234, 2742.238685578845 ], "size": [ 352.6281751407088, 58 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "UPSCALE_MODEL", "type": "UPSCALE_MODEL", "links": [ 1291 ] } ], "properties": { "Node name for S&R": "UpscaleModelLoader", "ue_properties": { "widget_ue_connectable": { "model_name": true }, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [ "1xSkinContrast-High-SuperUltraCompact.pth" ], "color": "#232", "bgcolor": "#353" }, { "id": 710, "type": "SeedVR2LoadVAEModel", "pos": [ 165.475595569661, 3899.4879287422154 ], "size": [ 312.866796875, 298 ], "flags": {}, "order": 5, "mode": 4, "inputs": [ { "name": "torch_compile_args", "shape": 7, "type": "TORCH_COMPILE_ARGS", "link": null } ], "outputs": [ { "name": "SEEDVR2_VAE", "type": "SEEDVR2_VAE", "links": [ 1298 ] } ], "properties": { "Node name for S&R": "SeedVR2LoadVAEModel", "cnr_id": "seedvr2_videoupscaler", "ver": "690cc39379c1481159ddd451368dbf2295930fc6", "aux_id": "ainvfx/ComfyUI-SeedVR2_VideoUpscaler", "ue_properties": { "widget_ue_connectable": { "model": true, "device": true, "encode_tiled": true, "encode_tile_size": true, "encode_tile_overlap": true, "decode_tiled": true, "decode_tile_size": true, "decode_tile_overlap": true, "tile_debug": true, "offload_device": true, "cache_model": true }, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "ema_vae_fp16.safetensors", "cuda:0", true, 1024, 128, true, 1024, 128, "false", "cpu", false ], "color": "#432", "bgcolor": "#653" }, { "id": 712, "type": "MarkdownNote", "pos": [ -230.89126736222957, 3700.49140791454 ], "size": [ 282.81407977530625, 514.7539870361152 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "title": "SeedVR2", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "SeedVr is not required. Enabled only when needed. The first load is expected to be very long since it will be downloading models. Choose 7b or 3b variant if you have oom issues.\n\n\nSeedVr 不是必须的，仅在有需要时启用。首次加载时间会较长，因为需要下载模型文件。如果遇到内存不足（OOM）问题，请选择 7B 或 3B 版本。 国内小伙伴可以自行在网上下载。" ], "color": "#432", "bgcolor": "#653" }, { "id": 713, "type": "SeedVR2VideoUpscaler", "pos": [ 502.25279326738746, 3661.7692703655603 ], "size": [ 270, 386 ], "flags": {}, "order": 77, "mode": 4, "inputs": [ { "name": "image", "type": "IMAGE", "link": 1296 }, { "name": "dit", "type": "SEEDVR2_DIT", "link": 1297 }, { "name": "vae", "type": "SEEDVR2_VAE", "link": 1298 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 1299, 1300 ] } ], "properties": { "Node name for S&R": "SeedVR2VideoUpscaler", "cnr_id": "seedvr2_videoupscaler", "ver": "690cc39379c1481159ddd451368dbf2295930fc6", "aux_id": "ainvfx/ComfyUI-SeedVR2_VideoUpscaler", "ue_properties": { "widget_ue_connectable": { "seed": true, "resolution": true, "max_resolution": true, "batch_size": true, "uniform_batch_size": true, "color_correction": true, "temporal_overlap": true, "prepend_frames": true, "input_noise_scale": true, "latent_noise_scale": true, "offload_device": true, "enable_debug": true }, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ 1234567890, "fixed", 4096, 4096, 1, false, "lab", 0, 0, 0, 0, "cpu", false ], "color": "#432", "bgcolor": "#653" }, { "id": 714, "type": "SeedVR2LoadDiTModel", "pos": [ 167.89123970968936, 3635.991249260419 ], "size": [ 307.6646484375, 202 ], "flags": {}, "order": 7, "mode": 4, "inputs": [ { "name": "torch_compile_args", "shape": 7, "type": "TORCH_COMPILE_ARGS", "link": null } ], "outputs": [ { "name": "SEEDVR2_DIT", "type": "SEEDVR2_DIT", "links": [ 1297 ] } ], "properties": { "Node name for S&R": "SeedVR2LoadDiTModel", "cnr_id": "seedvr2_videoupscaler", "ver": "690cc39379c1481159ddd451368dbf2295930fc6", "aux_id": "ainvfx/ComfyUI-SeedVR2_VideoUpscaler", "ue_properties": { "widget_ue_connectable": { "model": true, "device": true, "blocks_to_swap": true, "swap_io_components": true, "offload_device": true, "cache_model": true, "attention_mode": true }, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "seedvr2_ema_7b-Q4_K_M.gguf", "cuda:0", 36, false, "cpu", false, "sageattn_3" ], "color": "#432", "bgcolor": "#653" }, { "id": 715, "type": "SaveImage", "pos": [ 1342.120082967703, 3609.37853122692 ], "size": [ 363.3672941044922, 659.1466079535058 ], "flags": {}, "order": 81, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 1299 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": null } ], "properties": { "Node name for S&R": "SaveImage", "cnr_id": "comfy-core", "ver": "0.3.64", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": { "filename_prefix": true }, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "image/%date:yyyy-MM-dd%/%date:hhmmss%" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 716, "type": "Image Comparer (rgthree)", "pos": [ 900.8474844314411, 3622.2305656557755 ], "size": [ 396.9546875, 648.511194183194 ], "flags": {}, "order": 82, "mode": 4, "inputs": [ { "dir": 3, "name": "image_a", "type": "IMAGE", "link": 1300 }, { "dir": 3, "name": "image_b", "type": "IMAGE", "link": 1301 } ], "outputs": [ { "dir": 4, "name": "images", "shape": 3, "type": "IMAGE", "links": null } ], "title": "Detailer Compare (with SD upscale) 跟SD放大原图对比", "properties": { "comparer_mode": "Slide", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "rgthree-comfy", "ver": "1.0.2512112053" }, "widgets_values": [ [ { "name": "A", "selected": true, "url": "/api/view?filename=rgthree.compare._temp_sufoh_00003_.png&type=temp&subfolder=&rand=0.2095931994960616" }, { "name": "B", "selected": true, "url": "/api/view?filename=rgthree.compare._temp_sufoh_00004_.png&type=temp&subfolder=&rand=0.5623369574632169" } ] ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 717, "type": "Fast Groups Bypasser (rgthree)", "pos": [ -232.89424832249793, 3552.8709888148023 ], "size": [ 284.59480303209773, 106 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [ { "name": "OPT_CONNECTION", "type": "*", "links": null } ], "properties": { "matchColors": "", "matchTitle": "SeedVR2 Processes", "showNav": true, "showAllGraphs": true, "sort": "position", "customSortAlphabet": "", "toggleRestriction": "default", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" } }, "color": "#222", "bgcolor": "#000" }, { "id": 718, "type": "ImpactDilateMask", "pos": [ -246.13298122775626, 1745.4043638587777 ], "size": [ 572.6783954931416, 58 ], "flags": {}, "order": 68, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 1302 } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [ 1310 ] } ], "title": "Dilate Mask 扩展涂抹区域", "properties": { "Node name for S&R": "ImpactDilateMask", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "widgets_values": [ 8 ], "color": "#222", "bgcolor": "#000" }, { "id": 725, "type": "MarkdownNote", "pos": [ 415.09585752678083, 1011.696784603248 ], "size": [ 370.14578168019113, 88 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [], "title": "什么时候需要any detailer？", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "当你需要局部重绘但是无法自动选中部位时，可手动涂抹重绘。" ], "color": "#432", "bgcolor": "#653" }, { "id": 727, "type": "MarkdownNote", "pos": [ 409.21443886256236, 845.4843208129261 ], "size": [ 380.28285314352706, 108.57528590561537 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [], "title": "Any Detailer README", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "Whenever you want to inpaint a small area instead of the whole image." ], "color": "#432", "bgcolor": "#653" }, { "id": 746, "type": "ConditioningZeroOut", "pos": [ 413.0387430081281, 1619.9522097563854 ], "size": [ 368.49395546865804, 48.746626205538064 ], "flags": { "collapsed": false }, "order": 46, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 1339 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 1340 ] } ], "properties": { "Node name for S&R": "ConditioningZeroOut", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.3.73", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [], "color": "#322", "bgcolor": "#533" }, { "id": 745, "type": "ConditioningZeroOut", "pos": [ -2018.2832758370162, 1851.9090272360752 ], "size": [ 341.4505717570324, 49.78678178283019 ], "flags": { "collapsed": false }, "order": 47, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 1338 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 1436 ] } ], "properties": { "Node name for S&R": "ConditioningZeroOut", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.3.73", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [], "color": "#322", "bgcolor": "#533" }, { "id": 705, "type": "MarkdownNote", "pos": [ -1627.9580580435343, 814.4788969205272 ], "size": [ 377.889347744253, 148.14048549053223 ], "flags": {}, "order": 11, "mode": 0, "inputs": [], "outputs": [], "title": "Detailer README", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "To address the issue many of you are facing—where using character LoRAs directly leads to poor results—here’s the approach I personally use in my workflow.\nI generate the base image without loading any character LoRAs, and instead describe the character in detail within the positive prompts.\nAfter the image is generated, I apply a face detailer workflow at the final stage to effectively “face-swap” using the character LoRA you want.\nMake sure to adjust the prompts inside the detailer flow so they match the overall image; otherwise, you may end up with a generic default face from the LoRA." ], "color": "#432", "bgcolor": "#653" }, { "id": 706, "type": "MarkdownNote", "pos": [ -1626.2651014147777, 1011.9660683781839 ], "size": [ 374.35602016677103, 155.99131358381123 ], "flags": {}, "order": 12, "mode": 0, "inputs": [], "outputs": [], "title": "什么时候需要 Detailer？", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "针对很多人在直接使用角色 LoRA 时容易出现效果不佳的问题，这里分享一下我个人在创作中的解决思路。\n我会先在不加载任何角色 LoRA 的情况下生成基础图像，而是通过正向提示词对角色进行尽可能详细的描述。\n在生成完成的最后阶段，我再加入一个面部细化（Face Detailer）流程，用来将你想使用的角色 LoRA 进行“换脸”。\n\n需要注意的是，细化流程中的提示词一定要根据整体画面进行调整，否则很容易得到 LoRA 自带的默认脸型效果。" ], "color": "#432", "bgcolor": "#653" }, { "id": 723, "type": "MarkdownNote", "pos": [ -1619.496042881683, 1387.9809158360833 ], "size": [ 352.8067068587593, 88 ], "flags": {}, "order": 13, "mode": 0, "inputs": [], "outputs": [], "title": "Denoise 值", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "Chnage denoise up to 0.54, the higher denoise is the more likely it follows the prompt and your character LoRA.\n可以吧denoise（降噪）最高提升到0.54来加强LoRA和提示词的影响力" ], "color": "#432", "bgcolor": "#653" }, { "id": 630, "type": "SimpleMath+", "pos": [ -2675.8519630116784, 869.9342025992092 ], "size": [ 270, 78 ], "flags": { "collapsed": true }, "order": 57, "mode": 0, "inputs": [ { "name": "a", "shape": 7, "type": "INT,FLOAT", "link": 1153 }, { "name": "b", "shape": 7, "type": "INT,FLOAT", "link": 1154 } ], "outputs": [ { "name": "INT", "type": "INT", "links": [ 1200 ] }, { "name": "FLOAT", "type": "FLOAT", "links": [] } ], "title": "Calculate optimized height", "properties": { "Node name for S&R": "SimpleMath+", "ue_properties": { "widget_ue_connectable": { "value": true }, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfyui_essentials", "ver": "1.1.0" }, "widgets_values": [ "(a*b + (96 * 2))/2" ], "color": "#323", "bgcolor": "#535" }, { "id": 631, "type": "SimpleMath+", "pos": [ -2670.995914874183, 836.4829063134815 ], "size": [ 270, 78 ], "flags": { "collapsed": true }, "order": 56, "mode": 0, "inputs": [ { "name": "a", "shape": 7, "type": "INT,FLOAT", "link": 1155 }, { "name": "b", "shape": 7, "type": "INT,FLOAT", "link": 1156 } ], "outputs": [ { "name": "INT", "type": "INT", "links": [ 1199 ] }, { "name": "FLOAT", "type": "FLOAT", "links": [] } ], "title": "Calculate optimized width", "properties": { "Node name for S&R": "SimpleMath+", "ue_properties": { "widget_ue_connectable": { "value": true }, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfyui_essentials", "ver": "1.1.0" }, "widgets_values": [ "(a*b + (96 * 2))/2" ], "color": "#323", "bgcolor": "#535" }, { "id": 798, "type": "SegsToCombinedMask", "pos": [ -1616.0326963510183, 1652.4123536962136 ], "size": [ 336.96407443969963, 56.76475702979974 ], "flags": { "collapsed": false }, "order": 63, "mode": 0, "inputs": [ { "name": "segs", "type": "SEGS", "link": 1441 } ], "outputs": [ { "name": "MASK", "type": "MASK", "links": [ 1440 ] } ], "properties": { "Node name for S&R": "SegsToCombinedMask" }, "widgets_values": [] }, { "id": 698, "type": "EmptyLatentImage", "pos": [ -3839.8157541605765, 801.3014216546867 ], "size": [ 359.2408203125, 290.3791135423403 ], "flags": {}, "order": 14, "mode": 0, "inputs": [], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 1282 ] } ], "title": "Empty Latent Image (Base Dimensions) 初始大小", "properties": { "Node name for S&R": "EmptyLatentImage", "cnr_id": "comfy-core", "ver": "0.12.3", "ue_properties": { "widget_ue_connectable": { "width": true, "height": true, "batch_size": true }, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ 640, 960, 1 ], "color": "#222", "bgcolor": "#000" }, { "id": 708, "type": "MarkdownNote", "pos": [ -231.28983413465534, 945.1256352067184 ], "size": [ 557.8582644739886, 88 ], "flags": { "collapsed": false }, "order": 15, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "click run on this node below to load the image first then you can draw mask.\n先运行下面这个节点，然后涂抹区域。\n👇" ], "color": "#432", "bgcolor": "#653" }, { "id": 731, "type": "MaskToSEGS", "pos": [ 407.1412382792981, 1784.3900351501838 ], "size": [ 378.8819552934856, 161.2809567814511 ], "flags": { "collapsed": false }, "order": 70, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 1310 } ], "outputs": [ { "name": "SEGS", "type": "SEGS", "links": [ 1320 ] } ], "properties": { "Node name for S&R": "MaskToSEGS", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ false, 3.5, false, 10, true ], "color": "#323", "bgcolor": "#535" }, { "id": 771, "type": "SimpleMath+", "pos": [ -1763.8369145582042, -20.717143007050506 ], "size": [ 270, 78 ], "flags": { "collapsed": true }, "order": 37, "mode": 0, "inputs": [ { "name": "a", "shape": 7, "type": "INT,FLOAT", "link": 1400 }, { "name": "b", "shape": 7, "type": "INT,FLOAT", "link": 1401 } ], "outputs": [ { "name": "INT", "type": "INT", 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0, "inputs": [], "outputs": [], "title": "Supports undistilled Zimage Base Models", "properties": { "fontSize": 37, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0, "angle": 0, "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 601, "type": "Label (rgthree)", "pos": [ -2297.1552539371155, -393.6864531198412 ], "size": [ 778.806640625, 37 ], "flags": { "allow_interaction": true }, "order": 22, "mode": 0, "inputs": [], "outputs": [], "title": "For special requests | 1 on 1 help contact me at", "properties": { "fontSize": 37, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0, "angle": 0, "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 822, "type": "Power Lora Loader (rgthree)", "pos": [ -3652.6187172334094, 53.30987421691057 ], "size": [ 463.1724083393375, 603.9252916331241 ], "flags": {}, "order": 40, "mode": 0, "inputs": [ { "dir": 3, "name": "model", "type": "MODEL", "link": 1487 }, { "dir": 3, "name": "clip", "type": "CLIP", "link": 1488 } ], "outputs": [ { "dir": 4, "name": "MODEL", "shape": 3, "type": "MODEL", "links": [ 1512, 1513, 1514 ] }, { "dir": 4, "name": "CLIP", "shape": 3, "type": "CLIP", "links": null } ], "properties": { "Show Strengths": "Single Strength", "Match": "" }, "widgets_values": [ {}, { "type": "PowerLoraLoaderHeaderWidget" }, {}, "" ], "color": "#223", "bgcolor": "#335" }, { "id": 616, "type": "MarkdownNote", "pos": [ -818.4227308340097, 21.64259744603109 ], "size": [ 472.88669617482844, 682.4293595051421 ], "flags": {}, "order": 23, "mode": 0, "inputs": [], "outputs": [], "title": "← Generation Tips 生图小贴士:", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "You can run Preview Image node on the left to preview see the image before SD upscale. Change up the seed until you find the best generation.\n\nChange Prompt/Lora/Seed, preview, no defects? run full workflow. \n\nIn 1st Generation you should be looking at the\n - composition\n - major defects/pose anormalies (small defects will likely be fixed in 2nd generation)\n\nIn 2nd Generation, you should be looking at the fine details\n - fingers/toes\n - facial expression\n - text\n - any other small details\n\n\n\n\n你可以运行左边的 Preview Image 节点，在进行 SD 放大之前先预览图像。随机新种子来抽卡。\n\n修改 Prompt / Lora，进行预览，如果没有明显缺陷，再运行完整工作流。\n\n在第一轮生成中，你应该重点关注：\n- 构图\n- 主要缺陷 / 姿势异常（小缺陷通常可以在第二轮生成中修复）\n\n\n在第二轮生成中，你应该重点关注细节：\n- 手指 / 脚趾\n- 面部表情\n- 文字\n- 其他任何细小的细节\n\n←\n\n\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 732, "type": "SaveImage", "pos": [ 1093.4925745790815, 2431.297617517547 ], "size": [ 710.2048136157543, 972.2331926796251 ], "flags": {}, "order": 80, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 1509 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": null } ], "properties": { "Node name for S&R": "SaveImage", "ue_properties": { "widget_ue_connectable": { "filename_prefix": true }, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.3.64", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "image/%date:yyyy-MM-dd%/Krea2-%date:hhmmss%" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 773, "type": "PrimitiveInt", "pos": [ -1870.159780667738, -164.55541403869438 ], "size": [ 303.93372644320846, 128.91302641414313 ], "flags": { "collapsed": false }, "order": 24, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 1401 ] } ], "title": "Seed (2ND) - Keep 0 by default", "properties": { "Node name for S&R": "PrimitiveInt", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [ 0, "fixed" ], "color": "#223", "bgcolor": "#335" }, { "id": 772, "type": "MarkdownNote", "pos": [ -1527.7740996244827, -190.07272964978063 ], "size": [ 259.518271968559, 142.64855786707864 ], "flags": {}, "order": 25, "mode": 0, "inputs": [], "outputs": [], "title": "About Seed (种子说明）", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "It is slightly better to keep the same seed for 1st and 2nd gen + SD Upscale for consistent result, but change this if 1st gen is ok and 2nd gen needs some minor fixes.\n\n为了获得一致的结果，最好第一代和第二代使用相同的种子，但如果第一次生图满意没问题而第二次需要一些小的改进，则可以更改这个值。平时重置为0最佳。\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 730, "type": "CLIPTextEncode", "pos": [ 408.9848973670381, 1330.9293236505005 ], "size": [ 379.4053560262746, 208.00905245959711 ], "flags": { "collapsed": false }, "order": 43, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 1309 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 1323, 1339 ] } ], "title": "Detailer CLIP Text Encode (Positive Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "ue_properties": { "widget_ue_connectable": { "text": true }, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "Pussy, Vagina, 阴道，阴蒂，阴唇, " ], "color": "#232", "bgcolor": "#353" }, { "id": 711, "type": "ImageBlend", "pos": [ -1632.0241915502384, 2587.4986596994427 ], "size": [ 335.98690941204086, 102 ], "flags": {}, "order": 75, "mode": 0, "inputs": [ { "name": "image1", "type": "IMAGE", "link": 1294 }, { "name": "image2", "type": "IMAGE", "link": 1295 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 1296, 1301, 1303, 1508, 1509 ] } ], "title": "Intensity - 强度", "properties": { "Node name for S&R": "ImageBlend", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "widgets_values": [ 0.2, "normal" ], "color": "#222", "bgcolor": "#000" }, { "id": 747, "type": "Note", "pos": [ 889.538255574392, 1969.222026612435 ], "size": [ 253.3125873990448, 255.36659852841535 ], "flags": {}, "order": 26, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "Nipples, breasts, 乳头，乳晕，胸部，乳房\n\nPussy, Vagina, 阴道，阴蒂，阴唇,\n\n手部，手指，美甲" ], "color": "#432", "bgcolor": "#653" }, { "id": 726, "type": "MaskPreview", "pos": [ 400.04492712336224, 2004.552964425292 ], "size": [ 375.5143711417945, 258 ], "flags": {}, "order": 69, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 1307 } ], "outputs": [], "properties": { "Node name for S&R": "MaskPreview", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" } }, "widgets_values": [] }, { "id": 697, "type": "MarkdownNote", "pos": [ -4068.611165473194, 1136.0172145331494 ], "size": [ 618.6622781306676, 426.0294625571155 ], "flags": {}, "order": 27, "mode": 0, "inputs": [], "outputs": [], "title": "📐 Aspect Ratio + Scaled Resolution Table / 画面比例与放大分辨率表", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "This table is used as a starting reference for image generation resolution settings.\n\nIt helps you quickly choose safe, model-friendly starting dimensions without breaking compatibility or wasting VRAM.\n\n这个表格用于作为 图像生成分辨率设置的起始参考。\n它可以帮助你快速选择 安全、兼容模型的初始分辨率，避免报错或浪费显存。\n
\n\n---\n
\n\n| Aspect Ratio / 画面比例 | Notes (EN / CN) / 备注（英文 / 中文） | Base Resolution (W × H) / 基础分辨率 | Final Resolution (W × H) / 最终分辨率 (×1.9 × 1.8) | Final Total Pixels / 最终总像素 |\n|-------------------|-----------------------------|-------------------------------|-----------------------------------------|--------------------------:|\n| 2:3 | Base portrait / 基础竖图 | 640 × 960 | 2189 × 3283 | 7,184,687 |\n| 3:4 | Stable portrait / 稳定竖图 | 672 × 896 | 2298 × 3064 | 7,041,072 |\n| 9:16 | Tall mobile / 手机竖屏长图 | 576 × 1024 | 1970 × 3502 | 6,898,940 |\n| 3:2 | Base landscape / 横图基准 | 960 × 640 | 3283 × 2189 | 7,184,687 |\n| 4:3 | Balanced landscape / 平衡横图 | 896 × 672 | 3064 × 2298 | 7,041,072 |\n| 16:9 | Widescreen / 宽屏视频 | 1024 × 576 | 3502 × 1970 | 6,898,940 |\n| 1:1 | Square format / 正方形 | 768 × 768 | 2627 × 2627 | 6,901,129 |\n" ], "color": "#223", "bgcolor": "#335" }, { "id": 647, "type": "LatentUpscaleBy", "pos": [ -3218.4447528203586, 1756.1748660344927 ], "size": [ 257.22344022840616, 82 ], "flags": {}, "order": 49, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 1170 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 1162 ] } ], "properties": { "Node name for S&R": "LatentUpscaleBy", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [ "bislerp", 1.9 ], "color": "#323", "bgcolor": "#535" }, { "id": 610, "type": "VAEDecode", "pos": [ -2954.2406772428158, 1759.3747497731188 ], "size": [ 208.10607807607335, 75.52200088527843 ], "flags": { "collapsed": false }, "order": 52, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 1139 }, { "name": "vae", "type": "VAE", "link": 1370 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 1527 ] } ], "properties": { "Node name for S&R": "VAEDecode", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [], "color": "#323", "bgcolor": "#535" }, { "id": 609, "type": "VAEDecode", "pos": [ -3410.8090574154894, 1753.2560677551048 ], "size": [ 181.21314369618767, 88.11890162562986 ], "flags": { "collapsed": false }, "order": 48, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 1137 }, { "name": "vae", "type": "VAE", "link": 1369 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 1172, 1528 ] } ], "properties": { "Node name for S&R": "VAEDecode", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [], "color": "#323", "bgcolor": "#535" }, { "id": 832, "type": "ColorMatch", "pos": [ -2731.6662947264767, 1703.7650635010052 ], "size": [ 270, 126 ], "flags": {}, "order": 53, "mode": 0, "inputs": [ { "name": "image_ref", "type": "IMAGE", "link": 1528 }, { "name": "image_target", "type": "IMAGE", "link": 1527 } ], "outputs": [ { "name": "image", "type": "IMAGE", "links": [ 1523, 1524, 1525, 1526 ] } ], "properties": { "Node name for S&R": "ColorMatch" }, "widgets_values": [ "hm-mkl-hm", 0.22, true ], "color": "#323", "bgcolor": "#535" }, { "id": 637, "type": "FloatConstant", "pos": [ -2723.452079424176, 817.1864054814508 ], "size": [ 317.81321879189113, 76.30109070412016 ], "flags": { "collapsed": false }, "order": 28, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "FLOAT", "links": [ 1154, 1156, 1198 ] } ], "title": "SD Upscale Factor (放大大小）", "properties": { "Node name for S&R": "FloatConstant", "ue_properties": { "widget_ue_connectable": { "value": true }, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfyui-kjnodes", "ver": "1.2.7" }, "widgets_values": [ 1.8 ], "color": "#222", "bgcolor": "#000" }, { "id": 830, "type": "MarkdownNote", "pos": [ -4817.885662226321, 511.1392420842454 ], "size": [ 700, 990 ], "flags": {}, "order": 29, "mode": 0, "inputs": [], "outputs": [], "title": "Model Links", "properties": {}, "widgets_values": [ "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links (for Local Users)\n\n\n**diffusion_models**\n\n- [moody_krea_mix.safetensors](https://civitai.red/models/2731187/moody-krea-2-mix-uncensored)\n\n**text_encoders**\n\n- [qwen3vl_4b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Krea-2/resolve/main/text_encoders/qwen3vl_4b_fp8_scaled.safetensors)\n\n**vae**\n\n- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Krea-2/resolve/main/vae/qwen_image_vae.safetensors)\n\n**loras**\n\n- [krea2_warmpastel.safetensors](https://huggingface.co/Comfy-Org/Krea-2/resolve/main/loras/krea2_warmpastel.safetensors)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ └── moody_krea_mix.safetensors\n│ ├── 📂 text_encoders/\n│ │ └── qwen3vl_4b_fp8_scaled.safetensors\n│ ├── 📂 vae/\n│ │ └── qwen_image_vae.safetensors\n│ └── 📂 loras/\n│ │ └── krea2_warmpastel.safetensors\n│ └── 📂 upscale_models/\n│ └── 4x ClearRealityV1.pth\n\n\n```\n\n## 🔍 Upscaler Models / 放大模型\n\n### 🔸 4xNomosWebPhoto_RealPLKSR (Recommended - balanced choice，推荐，更均衡)\n- **File:** `4xNomosWebPhoto_RealPLKSR.safetensors` \n [https://github.com/Phhofm/models/releases/tag/4xNomosWebPhoto_RealPLKSR](https://github.com/Phhofm/models/releases/download/4xNomosWebPhoto_RealPLKSR/4xNomosWebPhoto_RealPLKSR.pth)\n\n---\n\n### 🔸 4x ClearRealityV1 (Recommended，推荐，轻量均衡 - light weight and blanced)\n- **File:** `4x ClearRealityV1.pth` \n[https://openmodeldb.info/models/4x-ClearRealityV1](https://openmodeldb.info/models/4x-ClearRealityV1)\n\n---\n\n### 🔸 4xNomos8k_atd_jpg (Recommended，推荐 - 好，但是慢)\n- **File:** `4xNomos8k_atd_jpg.safetensors` \n [https://github.com/Phhofm/models/releases/download/4xNomos8k_atd_jpg/4xNomos8k_atd_jpg.safetensors](https://github.com/Phhofm/models/releases/download/4xNomos8k_atd_jpg/4xNomos8k_atd_jpg.safetensors)\n\n---\n\n### 🔸 4x UltraSharp\n- **Model:** `4xUltraSharp` \n [https://openmodeldb.info/models/4x-UltraSharp](https://openmodeldb.info/models/4x-UltraSharp)\n\n---\n\n### 🔸 1x SkinContrast (Skin Enhancement)\n- **Model:** `1xSkinContrast-SuperUltraCompact` \n [https://openmodeldb.info/models/1x-SkinContrast-SuperUltraCompact](https://openmodeldb.info/models/1x-SkinContrast-SuperUltraCompact)\n\n---" ], "color": "#432", "bgcolor": "#653" }, { "id": 833, "type": "MarkdownNote", "pos": [ -4817.671126328605, 25.046531433098195 ], "size": [ 696.1315693483666, 428.47589474988627 ], "flags": {}, "order": 30, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "## 🇺🇸 Which model should I use?\n\n- **BF16** – Best image quality and maximum compatibility. **Requires ~26 GB+ VRAM.** Recommended if you have enough VRAM and want the highest possible quality.\n- **FP8** – Best all-around choice for **RTX 40-series and RTX 50-series**. Excellent balance of speed, VRAM usage, image quality, and compatibility. Recommended for most users.\n- **INT8** – Recommended for **RTX 30-series**. Lower VRAM usage than BF16 while maintaining very good image quality.\n- **NVFP4** – Designed for **RTX 50-series (Blackwell)** GPUs. Lowest VRAM usage and fastest on supported hardware, though some custom nodes may not fully support it yet.\n\n**Quick recommendation:**\n- RTX 30xx → **INT8**\n- RTX 40xx → **FP8**\n- RTX 50xx (Blackwell) → **NVFP4** (or **FP8** if you encounter compatibility issues)\n- Maximum quality → **BF16 (26 GB+ VRAM)**\n\n---\n\n## 🇨🇳 我该使用哪个模型？\n\n- **BF16** – 画质最佳、兼容性最好。**需要约 26 GB 以上显存。** 如果你的显存充足，并且追求最高画质，推荐使用。\n- **FP8** – **RTX 40 系列和 RTX 50 系列**的最佳全能选择。在速度、显存占用、画质和兼容性之间拥有最均衡的表现，也是大多数用户的推荐格式。\n- **INT8** – 推荐用于 **RTX 30 系列**。相比 BF16 占用更少显存，同时仍能保持非常不错的画质。\n- **NVFP4** – 专为 **RTX 50 系列（Blackwell）** 优化。显存占用最低，在支持的硬件上速度最快，但部分自定义节点目前可能尚未完全兼容。\n\n**快速推荐：**\n- RTX 30xx → **INT8**\n- RTX 40xx → **FP8**\n- RTX 50xx（Blackwell）→ **NVFP4**（若遇到兼容性问题可改用 **FP8**）\n- 追求最高画质 → **BF16（26 GB+ 显存）**" ], "color": "#223", "bgcolor": "#335" }, { "id": 744, "type": "Fast Bypasser (rgthree)", "pos": [ -2014.7852783692135, 2592.981089527659 ], "size": [ 357.6266998990286, 98.04847188472786 ], "flags": {}, "order": 76, "mode": 0, "inputs": [ { "dir": 3, "name": "Upscale Image (using Model)", "type": "*", "link": 1335 }, { "dir": 3, "name": "", "type": "*", "link": null } ], "outputs": [ { "dir": 4, "name": "OPT_CONNECTION", "type": "*", "links": [] } ], "title": "Enable Skin Contrast Boost? 加强皮肤画质？", "properties": { "toggleRestriction": "default", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "color": "#222", "bgcolor": "#000" }, { "id": 775, "type": "PrimitiveInt", "pos": [ -1231.8501681285616, -178.7220844602161 ], "size": [ 303.93372644320846, 128.91302641414313 ], "flags": {}, "order": 31, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 1399 ] } ], "title": "Seed (SD) - Keep 0 by default", "properties": { "Node name for S&R": "PrimitiveInt", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [ 0, "fixed" ], "color": "#223", "bgcolor": "#335" }, { "id": 776, "type": "Label (rgthree)", "pos": [ -3387.768613973648, -538.396884499685 ], "size": [ 1954.904296875, 129 ], "flags": { "allow_interaction": true }, "order": 32, "mode": 0, "inputs": [], "outputs": [], "title": "Moody Krea2 Simple Workflow V2", "properties": { "fontSize": 129, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0, "angle": 0, "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 649, "type": "Seed (rgthree)", "pos": [ -2391.8651522246355, -160.77720500880747 ], "size": [ 299.5584067319012, 130 ], "flags": {}, "order": 33, "mode": 0, "inputs": [], "outputs": [ { "dir": 4, "name": "SEED", "shape": 3, "type": "INT", "links": [ 1131, 1400 ] } ], "title": "Seed (1ST)", "properties": { "randomMax": 1125899906842624, "randomMin": 0, "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "rgthree-comfy", "ver": "1.0.2512112053" }, "widgets_values": [ 70063303533687, "", "", "" ], "color": "#223", "bgcolor": "#335" }, { "id": 644, "type": "UpscaleModelLoader", "pos": [ -2722.2585532686485, 930.7714387175831 ], "size": [ 316.9879244950189, 66.2373594792225 ], "flags": {}, "order": 34, "mode": 0, "inputs": [], "outputs": [ { "name": "UPSCALE_MODEL", "type": "UPSCALE_MODEL", "links": [ 1197 ] } ], "properties": { "Node name for S&R": "UpscaleModelLoader", "ue_properties": { "widget_ue_connectable": { "model_name": true }, "version": "7.5.2", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.12.3" }, "widgets_values": [ "4x-ClearRealityV1.pth" ], "color": "#222", "bgcolor": "#000" }, { "id": 599, "type": "KSamplerAdvanced", "pos": [ -3407.1079798989895, 805.2878840012261 ], "size": [ 312.353515625, 786.5302734375 ], "flags": {}, "order": 45, "mode": 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