workflow-templates-broken-zap-2026-06-08/blueprints/image_edit.json

{"id":"4379656f-e92c-48e4-a7c1-9c7c12a08225","revision":0,"last_node_id":10,"last_link_id":0,"nodes":[{"id":10,"type":"9d8307d2-ea7c-4faa-a203-e0bc1acea875","pos":[1110,340],"size":[390,460],"flags":{},"order":0,"mode":0,"inputs":[{"label":"image 1","localized_name":"image2","name":"image2","type":"IMAGE","link":null},{"label":"image 2 (optional)","localized_name":"image3","name":"image3","type":"IMAGE","link":null},{"label":"image 3 (optional)","localized_name":"image","name":"image","type":"IMAGE","link":null},{"name":"prompt","type":"STRING","widget":{"name":"prompt"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[]}],"properties":{"proxyWidgets":[["-1","prompt"],["65","seed"],["65","control_after_generate"]],"cnr_id":"comfy-core","ver":"0.5.1","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[""]}],"links":[],"groups":[],"definitions":{"subgraphs":[{"id":"9d8307d2-ea7c-4faa-a203-e0bc1acea875","version":1,"state":{"lastGroupId":3,"lastNodeId":88,"lastLinkId":225,"lastRerouteId":0},"revision":0,"config":{},"name":"Image Edit","inputNode":{"id":-10,"bounding":[-840,175,142.59765625,120]},"outputNode":{"id":-20,"bounding":[1160,195,120,60]},"inputs":[{"id":"dd7b081e-ea65-43c8-bd68-0f82506c4246","name":"image2","type":"IMAGE","linkIds":[219],"localized_name":"image2","label":"image 1","shape":7,"pos":[-717.40234375,195]},{"id":"70e82187-e90b-49d7-88cd-fce5c0522cc4","name":"image3","type":"IMAGE","linkIds":[222,223],"localized_name":"image3","label":"image 2 (optional)","shape":7,"pos":[-717.40234375,215]},{"id":"342882bc-746e-471e-afc5-cac803d00044","name":"image","type":"IMAGE","linkIds":[220,221],"localized_name":"image","label":"image 3 (optional)","pos":[-717.40234375,235]},{"id":"37ec7435-5be8-4f68-a490-136ebe1a15f2","name":"prompt","type":"STRING","linkIds":[217],"pos":[-717.40234375,255]}],"outputs":[{"id":"213ca908-7f8f-492b-9998-d4b74688db71","name":"IMAGE","type":"IMAGE","linkIds":[9],"localized_name":"IMAGE","pos":[1180,215]}],"widgets":[],"nodes":[{"id":61,"type":"CLIPLoader","pos":[-539.999761588846,5.821130510936381],"size":[330.11067708333337,106],"flags":{},"order":0,"mode":0,"inputs":[{"localized_name":"clip_name","name":"clip_name","type":"COMBO","widget":{"name":"clip_name"},"link":null},{"localized_name":"type","name":"type","type":"COMBO","widget":{"name":"type"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":[178,181]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"CLIPLoader","models":[{"name":"qwen_2.5_vl_7b_fp8_scaled.safetensors","url":"https://huggingface.co/hanzoui/HunyuanVideo_1.5_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors","directory":"text_encoders"}],"enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["qwen_2.5_vl_7b_fp8_scaled.safetensors","qwen_image","default"]},{"id":67,"type":"ModelSamplingAuraFlow","pos":[265.00004174910583,-276.66664494355456],"size":[225,58],"flags":{},"order":6,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":192},{"localized_name":"shift","name":"shift","type":"FLOAT","widget":{"name":"shift"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[177]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"ModelSamplingAuraFlow","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[3.1]},{"id":10,"type":"VAELoader","pos":[-539.999761588846,154.15436093102662],"size":[330.11067708333337,58],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"vae_name","name":"vae_name","type":"COMBO","widget":{"name":"vae_name"},"link":null}],"outputs":[{"localized_name":"VAE","name":"VAE","type":"VAE","slot_index":0,"links":[12,184,185,193]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"VAELoader","models":[{"name":"qwen_image_vae.safetensors","url":"https://huggingface.co/hanzoui/Qwen-Image_HanzoStudio/resolve/main/split_files/vae/qwen_image_vae.safetensors","directory":"vae"}],"enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["qwen_image_vae.safetensors"]},{"id":12,"type":"UNETLoader","pos":[-539.999761588846,-250.845600917758],"size":[330.11067708333337,82],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"unet_name","name":"unet_name","type":"COMBO","widget":{"name":"unet_name"},"link":null},{"localized_name":"weight_dtype","name":"weight_dtype","type":"COMBO","widget":{"name":"weight_dtype"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","slot_index":0,"links":[191]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"UNETLoader","models":[{"name":"qwen_image_edit_2511_bf16.safetensors","url":"https://huggingface.co/hanzoui/Qwen-Image-Edit_HanzoStudio/resolve/main/split_files/diffusion_models/qwen_image_edit_2511_bf16.safetensors","directory":"diffusion_models"}],"enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["qwen_image_edit_2511_bf16.safetensors","default"]},{"id":71,"type":"FluxKontextMultiReferenceLatentMethod","pos":[256.6667223321411,31.666682959000752],"size":[258.0512152777778,58],"flags":{},"order":13,"mode":0,"inputs":[{"localized_name":"conditioning","name":"conditioning","type":"CONDITIONING","link":188},{"localized_name":"reference_latents_method","name":"reference_latents_method","type":"COMBO","widget":{"name":"reference_latents_method"},"link":null}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","links":[189]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"FluxKontextMultiReferenceLatentMethod","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["index_timestep_zero"],"color":"#222","bgcolor":"#000"},{"id":70,"type":"FluxKontextMultiReferenceLatentMethod","pos":[256.6667223321411,-76.66665716280511],"size":[258.0512152777778,58],"flags":{},"order":12,"mode":0,"inputs":[{"localized_name":"conditioning","name":"conditioning","type":"CONDITIONING","link":186},{"localized_name":"reference_latents_method","name":"reference_latents_method","type":"COMBO","widget":{"name":"reference_latents_method"},"link":null}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","links":[187]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"FluxKontextMultiReferenceLatentMethod","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["index_timestep_zero"],"color":"#222","bgcolor":"#000"},{"id":64,"type":"CFGNorm","pos":[265.00004174910583,-184.99999728461094],"size":[225,58],"flags":{},"order":7,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":177},{"localized_name":"strength","name":"strength","type":"FLOAT","widget":{"name":"strength"},"link":null}],"outputs":[{"localized_name":"patched_model","name":"patched_model","type":"MODEL","links":[171]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"CFGNorm","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[1]},{"id":81,"type":"MarkdownNote","pos":[531.6667725668376,231.66667073975032],"size":[225,137.58680555555557],"flags":{},"order":3,"mode":0,"inputs":[],"outputs":[],"title":"KSampler settings","properties":{},"widgets_values":["You can test and find the best setting by yourself. The following table is for reference.\n|   | Qwen | Comfy | lightning LoRA |\n|--------|---------|------------|---------------------------|\n| Steps  | 40      | 20         | 4                         |\n| CFG    | 4.0     | 4.0       | 1.0                       |\n\nBy default, we use 20 steps as we just don't want it to take too long. Try 40 if you want a better result, but it will take longer."],"color":"#222","bgcolor":"#000"},{"id":69,"type":"TextEncodeQwenImageEditPlus","pos":[-143.33330685829074,23.333336727569694],"size":[350,168],"flags":{},"order":11,"mode":0,"inputs":[{"localized_name":"clip","name":"clip","type":"CLIP","link":181},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":185},{"localized_name":"image1","name":"image1","shape":7,"type":"IMAGE","link":214},{"localized_name":"image2","name":"image2","shape":7,"type":"IMAGE","link":223},{"localized_name":"image3","name":"image3","shape":7,"type":"IMAGE","link":221},{"localized_name":"prompt","name":"prompt","type":"STRING","widget":{"name":"prompt"},"link":null}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","links":[188]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"TextEncodeQwenImageEditPlus","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[""],"color":"#322","bgcolor":"#533"},{"id":8,"type":"VAEDecode","pos":[798.3333693122374,-268.3333523410563],"size":[156.25,46],"flags":{"collapsed":false},"order":8,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":175},{"localized_name":"vae","name":"vae","type":"VAE","link":12}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","slot_index":0,"links":[9]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"VAEDecode","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":68,"type":"TextEncodeQwenImageEditPlus","pos":[-143.33330685829074,-243.3333672756958],"size":[355.52300347222223,168],"flags":{},"order":10,"mode":0,"inputs":[{"localized_name":"clip","name":"clip","type":"CLIP","link":178},{"localized_name":"vae","name":"vae","shape":7,"type":"VAE","link":184},{"localized_name":"image1","name":"image1","shape":7,"type":"IMAGE","link":225},{"localized_name":"image2","name":"image2","shape":7,"type":"IMAGE","link":222},{"localized_name":"image3","name":"image3","shape":7,"type":"IMAGE","link":220},{"localized_name":"prompt","name":"prompt","type":"STRING","widget":{"name":"prompt"},"link":217}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","links":[186]}],"title":"TextEncodeQwenImageEditPlus (Positive)","properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"TextEncodeQwenImageEditPlus","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[""],"color":"#232","bgcolor":"#353"},{"id":75,"type":"VAEEncode","pos":[31.66669585709831,306.66667956476454],"size":[156.25,46],"flags":{},"order":14,"mode":0,"inputs":[{"localized_name":"pixels","name":"pixels","type":"IMAGE","link":215},{"localized_name":"vae","name":"vae","type":"VAE","link":193}],"outputs":[{"localized_name":"LATENT","name":"LATENT","type":"LATENT","links":[195]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"VAEEncode","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":88,"type":"FluxKontextImageScale","pos":[-535.0000434462241,314.9999989817292],"size":[194.9458984375,26],"flags":{},"order":15,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":219}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[213,214,215,225]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"FluxKontextImageScale","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":72,"type":"Note","pos":[273.33338798053694,131.6666768493755],"size":[233.33333333333334,88],"flags":{},"order":4,"mode":0,"inputs":[],"outputs":[],"properties":{},"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."],"color":"#222","bgcolor":"#000"},{"id":74,"type":"LoraLoaderModelOnly","pos":[-539.999761588846,-122.51226201787715],"size":[330.11067708333337,82],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":191},{"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"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[192]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"LoraLoaderModelOnly","models":[{"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","directory":"loras"}],"enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors",1]},{"id":65,"type":"KSampler","pos":[523.3333727064738,-276.66664494355456],"size":[233.33333333333334,400],"flags":{},"order":9,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":171},{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":187},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":189},{"localized_name":"latent_image","name":"latent_image","type":"LATENT","link":195},{"localized_name":"seed","name":"seed","type":"INT","widget":{"name":"seed"},"link":null},{"localized_name":"steps","name":"steps","type":"INT","widget":{"name":"steps"},"link":null},{"localized_name":"cfg","name":"cfg","type":"FLOAT","widget":{"name":"cfg"},"link":null},{"localized_name":"sampler_name","name":"sampler_name","type":"COMBO","widget":{"name":"sampler_name"},"link":null},{"localized_name":"scheduler","name":"scheduler","type":"COMBO","widget":{"name":"scheduler"},"link":null},{"localized_name":"denoise","name":"denoise","type":"FLOAT","widget":{"name":"denoise"},"link":null}],"outputs":[{"localized_name":"LATENT","name":"LATENT","type":"LATENT","links":[175]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"KSampler","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[0,"randomize",4,1,"euler","simple",1]}],"groups":[{"id":1,"title":"Models","bounding":[-551.6666666666667,-308.61111111111114,346.7849985758464,525.0249176025391],"color":"#444","font_size":24,"flags":{}},{"id":2,"title":"Prompt","bounding":[-183.61111111111111,-308.61111111111114,425,525],"color":"#444","font_size":24,"flags":{}}],"links":[{"id":192,"origin_id":74,"origin_slot":0,"target_id":67,"target_slot":0,"type":"MODEL"},{"id":188,"origin_id":69,"origin_slot":0,"target_id":71,"target_slot":0,"type":"CONDITIONING"},{"id":186,"origin_id":68,"origin_slot":0,"target_id":70,"target_slot":0,"type":"CONDITIONING"},{"id":177,"origin_id":67,"origin_slot":0,"target_id":64,"target_slot":0,"type":"MODEL"},{"id":181,"origin_id":61,"origin_slot":0,"target_id":69,"target_slot":0,"type":"CLIP"},{"id":185,"origin_id":10,"origin_slot":0,"target_id":69,"target_slot":1,"type":"VAE"},{"id":214,"origin_id":88,"origin_slot":0,"target_id":69,"target_slot":2,"type":"IMAGE"},{"id":215,"origin_id":88,"origin_slot":0,"target_id":75,"target_slot":0,"type":"IMAGE"},{"id":193,"origin_id":10,"origin_slot":0,"target_id":75,"target_slot":1,"type":"VAE"},{"id":178,"origin_id":61,"origin_slot":0,"target_id":68,"target_slot":0,"type":"CLIP"},{"id":184,"origin_id":10,"origin_slot":0,"target_id":68,"target_slot":1,"type":"VAE"},{"id":171,"origin_id":64,"origin_slot":0,"target_id":65,"target_slot":0,"type":"MODEL"},{"id":187,"origin_id":70,"origin_slot":0,"target_id":65,"target_slot":1,"type":"CONDITIONING"},{"id":189,"origin_id":71,"origin_slot":0,"target_id":65,"target_slot":2,"type":"CONDITIONING"},{"id":195,"origin_id":75,"origin_slot":0,"target_id":65,"target_slot":3,"type":"LATENT"},{"id":191,"origin_id":12,"origin_slot":0,"target_id":74,"target_slot":0,"type":"MODEL"},{"id":175,"origin_id":65,"origin_slot":0,"target_id":8,"target_slot":0,"type":"LATENT"},{"id":12,"origin_id":10,"origin_slot":0,"target_id":8,"target_slot":1,"type":"VAE"},{"id":9,"origin_id":8,"origin_slot":0,"target_id":-20,"target_slot":0,"type":"IMAGE"},{"id":217,"origin_id":-10,"origin_slot":3,"target_id":68,"target_slot":5,"type":"STRING"},{"id":219,"origin_id":-10,"origin_slot":0,"target_id":88,"target_slot":0,"type":"IMAGE"},{"id":220,"origin_id":-10,"origin_slot":2,"target_id":68,"target_slot":4,"type":"IMAGE"},{"id":221,"origin_id":-10,"origin_slot":2,"target_id":69,"target_slot":4,"type":"IMAGE"},{"id":222,"origin_id":-10,"origin_slot":1,"target_id":68,"target_slot":3,"type":"IMAGE"},{"id":223,"origin_id":-10,"origin_slot":1,"target_id":69,"target_slot":3,"type":"IMAGE"},{"id":225,"origin_id":88,"origin_slot":0,"target_id":68,"target_slot":2,"type":"IMAGE"}],"extra":{"workflowRendererVersion":"LG"}}]},"config":{},"extra":{"ds":{"scale":0.9733765065426773,"offset":[-125.95158030402187,40.609357485999254]},"frontendVersion":"1.36.14","workflowRendererVersion":"LG","VHS_latentpreview":false,"VHS_latentpreviewrate":0,"VHS_MetadataImage":true,"VHS_KeepIntermediate":true},"version":0.4}