Upload folder using huggingface_hub

.gitattributes

@@ -304,3 +304,6 @@ klein-9b/lora/Image[[:space:]]Blend[[:space:]]Fusion[[:space:]]for[[:space:]]Flu
 klein-9b/lora/Replace[[:space:]]Hair[[:space:]]Style[[:space:]]\[Klein[[:space:]]4B[[:space:]]&[[:space:]]9B\]/extra_data-vid_2847042/127133968.jpeg filter=lfs diff=lfs merge=lfs -text
 klein-9b/lora/Replace[[:space:]]Hair[[:space:]]Style[[:space:]]\[Klein[[:space:]]4B[[:space:]]&[[:space:]]9B\]/extra_data-vid_2847042/127134085.jpeg filter=lfs diff=lfs merge=lfs -text
 klein-9b/lora/Replace[[:space:]]Hair[[:space:]]Style[[:space:]]\[Klein[[:space:]]4B[[:space:]]&[[:space:]]9B\]/extra_data-vid_2847042/127134108.jpeg filter=lfs diff=lfs merge=lfs -text
+klein-9b/lora/Replace[[:space:]]Scene[[:space:]]\[Klein[[:space:]]9B\]/extra_data-vid_2829331/126367588.jpeg filter=lfs diff=lfs merge=lfs -text
+klein-9b/lora/Replace[[:space:]]Scene[[:space:]]\[Klein[[:space:]]9B\]/extra_data-vid_2829331/126367594.jpeg filter=lfs diff=lfs merge=lfs -text
+klein-9b/lora/Replace[[:space:]]Scene[[:space:]]\[Klein[[:space:]]9B\]/extra_data-vid_2829331/126367595.jpeg filter=lfs diff=lfs merge=lfs -text

klein-9b/lora/Replace Scene [Klein 9B]/KleinBase9B_ReplaceScene-mid_2517219-vid_2829331.csv

@@ -0,0 +1,7 @@
+hash_name, hash_id
+AutoV1, BD9815B2
+AutoV2, 12020221C1
+SHA256, 12020221C1C437E9D456AD041B7B23A181F011D21463BF8013EECD0E0E6FD28C
+CRC32, D60AEE15
+BLAKE3, 2583ABCDC35BA402174563AC3274C709726D8A76B448F0C20F865E29C936EA03
+AutoV3, B50D1D289CB8

klein-9b/lora/Replace Scene [Klein 9B]/KleinBase9B_ReplaceScene-mid_2517219-vid_2829331.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12020221c1c437e9d456ad041b7b23a181f011d21463bf8013eecd0e0e6fd28c
+size 82866888

klein-9b/lora/Replace Scene [Klein 9B]/extra_data-vid_2829331/126367588.json

@@ -0,0 +1,43 @@
+{
+  "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7c3ada52-aa4a-45b3-9735-3ed35aea82cc/original=true/126367588.jpeg",
+  "nsfwLevel": 2,
+  "width": 1920,
+  "height": 2944,
+  "hash": "U9Jtq+T1t@xcEY9KDS%yIq%4-jot^|--V?IB",
+  "type": "image",
+  "metadata": {
+    "hash": "U9Jtq+T1t@xcEY9KDS%yIq%4-jot^|--V?IB",
+    "size": 6547947,
+    "width": 1920,
+    "height": 2944,
+    "nsfwLevelReason": "Knights Vote"
+  },
+  "minor": false,
+  "poi": false,
+  "meta": {
+    "seed": 0,
+    "vaes": [
+      "flux2-vae.safetensors"
+    ],
+    "Model": "flux-2-klein-9b-fp8",
+    "comfy": "{\"prompt\": {\"9\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/ReplaceScene\", \"images\": [\"1457:1008\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"76\": {\"inputs\": {\"image\": \"ReplaceSubject_00038_.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"91b63557775efc62ba5c1965530c5cf217e72471defac25e9dad917605123f98\"]}, \"101\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/ReplaceScene\", \"images\": [\"1463:1460\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"1458\": {\"inputs\": {\"image\": \"0716.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"ec4112eb0f7c676b646d0ed4cd4c2f55cfdfceccfd3637b45659d77e4cde6654\"]}, \"1457:480\": {\"inputs\": {\"sampler_name\": \"euler\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}, \"1457:102\": {\"inputs\": {\"steps\": 4, \"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"1457:103\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"1457:131\", 0], \"positive\": [\"1457:126\", 0], \"negative\": [\"1457:1009\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"1457:104\": {\"inputs\": {\"noise\": [\"1457:106\", 0], \"guider\": [\"1457:103\", 0], \"sampler\": [\"1457:480\", 0], \"sigmas\": [\"1457:102\", 0], \"latent_image\": [\"1457:113\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"1457:106\": {\"inputs\": {\"noise_seed\": 0}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"1457:109\": {\"inputs\": {\"text\": \"replace the background in Image 1 with the scene in Image 2\", \"clip\": [\"1457:131\", 1]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"1457:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"1457:111\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:85\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"1458\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:86\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0]}, \"class_type\": \"ConditioningZeroOut\", \"_meta\": {\"title\": \"ConditioningZeroOut\"}}, \"1457:113\": {\"inputs\": {\"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"1457:114\": {\"inputs\": {\"image\": [\"1457:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"1457:126\": {\"inputs\": {\"conditioning\": [\"1457:128\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:1009\": {\"inputs\": {\"conditioning\": [\"1457:129\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:125\": {\"inputs\": {\"pixels\": [\"1457:85\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:127\": {\"inputs\": {\"pixels\": [\"1457:111\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:128\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:129\": {\"inputs\": {\"conditioning\": [\"1457:86\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"1457:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"1457:1008\": {\"inputs\": {\"samples\": [\"1457:104\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"1457:1011\": {\"inputs\": {\"upscale_method\": \"area\", \"largest_size\": 640, \"image\": [\"1457:1008\", 0]}, \"class_type\": \"ImageScaleToMaxDimension\", \"_meta\": {\"title\": \"ImageScaleToMaxDimension\"}}, \"1457:131\": {\"inputs\": {\"lora_name\": \"KleinBase9B_ReplaceScene.safetensors\", \"strength_model\": 1.5, \"strength_clip\": 1.0, \"model\": [\"1457:107\", 0], \"clip\": [\"1457:108\", 0]}, \"class_type\": \"LoraLoader\", \"_meta\": {\"title\": \"Load LoRA (Model and CLIP)\"}}, \"1463:1459\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"76\", 0], \"image2\": [\"1463:1461\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1461\": {\"inputs\": {\"image\": \"PlusSymbol.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"4e6a380483cce4d5d28f8c6dccea9207fbb1e703147be69b7d42be814af25a65\"]}, \"1463:1462\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1459\", 0], \"image2\": [\"1458\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1460\": {\"inputs\": {\"direction\": \"down\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1462\", 0], \"image2\": [\"1457:1008\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}}, \"workflow\": {\"id\": \"e16a7344-eeba-483b-b52c-bf570e9596e5\", \"revision\": 0, \"last_node_id\": 1463, \"last_link_id\": 926, \"nodes\": [{\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-750, 830], \"size\": [610, 650], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the fp8 model.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502   \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502   \\u2502      \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502   \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502          \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 1463, \"type\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"pos\": [903.8192769105603, 1157.6069570580166], \"size\": [210, 122], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"label\": \"Control1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 924}, {\"label\": \"Control2\", \"name\": \"image2\", \"type\": \"IMAGE\", \"link\": 926}, {\"label\": \"Target\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"link\": 925}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [923]}], \"properties\": {\"proxyWidgets\": [[\"1461\", \"image\"], [\"1461\", \"upload\"]]}, \"widgets_values\": []}, {\"id\": 101, \"type\": \"SaveImage\", \"pos\": [1453.6478396290902, 931.6973146911259], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 923}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/ReplaceScene\"]}, {\"id\": 9, \"type\": \"SaveImage\", \"pos\": [773.795753390038, 485.7839932496069], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 911}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/ReplaceScene\"]}, {\"id\": 1457, \"type\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"pos\": [297.20367556888544, 798.5664585460414], \"size\": [400, 405], \"flags\": {\"collapsed\": false}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"label\": \"prompt\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": null}, {\"label\": \"reference_image1\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 913}, {\"label\": \"reference_image2\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 915}, {\"label\": \"SD Size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": null}], \"outputs\": [{\"label\": \"IMAGE (HD)\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [911, 925]}, {\"label\": \"IMAGE (SD)\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"proxyWidgets\": [[\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"109\", \"text\"], [\"131\", \"lora_name\"], [\"1011\", \"largest_size\"], [\"106\", \"noise_seed\"], [\"106\", \"control_after_generate\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-115.1715829587178, 825.8621667107391], \"size\": [320, 470], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [913, 924]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"ReplaceSubject_00038_.png\", \"image\"]}, {\"id\": 1458, \"type\": \"LoadImage\", \"pos\": [-111.87252102477242, 1345.1696401287875], \"size\": [320, 470], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [915, 926]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"0716.png\", \"image\"]}], \"links\": [[911, 1457, 0, 9, 0, \"IMAGE\"], [913, 76, 0, 1457, 1, \"IMAGE\"], [915, 1458, 0, 1457, 2, \"IMAGE\"], [923, 1463, 0, 101, 0, \"IMAGE\"], [924, 76, 0, 1463, 0, \"IMAGE\"], [925, 1457, 0, 1463, 2, \"IMAGE\"], [926, 1458, 0, 1463, 1, \"IMAGE\"]], \"groups\": [], \"definitions\": {\"subgraphs\": [{\"id\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1463, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Image Edit (Flux.2 Klein 9B Distilled)\", \"inputNode\": {\"id\": -10, \"bounding\": [-730, 580, 142.36328125, 200]}, \"outputNode\": {\"id\": -20, \"bounding\": [1295.3333202680028, 573.833333604156, 120, 80]}, \"inputs\": [{\"id\": \"ae713dbf-52cb-471a-807d-b12fa9acbb48\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"linkIds\": [159], \"pos\": [-607.63671875, 600]}, {\"id\": \"f29f705e-e43a-4502-b231-a1eea93a1d69\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"linkIds\": [160], \"pos\": [-607.63671875, 620]}, {\"id\": \"a954f490-386b-4367-9ea1-1b65913963a5\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"linkIds\": [161], \"pos\": [-607.63671875, 640]}, {\"id\": \"7061147a-fb75-450d-8e97-c8be594a8e16\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [162], \"label\": \"prompt\", \"pos\": [-607.63671875, 660]}, {\"id\": \"68629112-b7b0-41ce-8912-23adad00d3db\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [175], \"label\": \"reference_image1\", \"pos\": [-607.63671875, 680]}, {\"id\": \"7e0c98fd-26e9-412a-a112-171e50fe2d0c\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [186], \"label\": \"reference_image2\", \"pos\": [-607.63671875, 700]}, {\"id\": \"cf62b849-b362-4cbd-bfd8-5b38a9b37d58\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"linkIds\": [222], \"pos\": [-607.63671875, 720]}, {\"id\": \"f2484ba0-a2f7-46f8-977c-3dbdb93c121c\", \"name\": \"largest_size\", \"type\": \"INT\", \"linkIds\": [753], \"label\": \"SD Size\", \"pos\": [-607.63671875, 740]}], \"outputs\": [{\"id\": \"c5e7966d-07ed-4c9a-ad89-9d378a41ea7b\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [153], \"localized_name\": \"IMAGE\", \"label\": \"IMAGE (HD)\", \"pos\": [1315.3333202680028, 593.833333604156]}, {\"id\": \"9ac5c236-2bb4-4aac-a37a-9b790afe1036\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [752], \"label\": \"IMAGE (SD)\", \"pos\": [1315.3333202680028, 613.833333604156]}], \"widgets\": [], \"nodes\": [{\"id\": 480, \"type\": \"KSamplerSelect\", \"pos\": [461.33308516139647, 468.8332546594476], \"size\": [270, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [144]}], \"properties\": {\"Node name for S&R\": \"KSamplerSelect\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"euler\"]}, {\"id\": 102, \"type\": \"Flux2Scheduler\", \"pos\": [461.33308516139647, 568.8331653051255], \"size\": [270, 106], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 171}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 173}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [145]}], \"properties\": {\"Node name for S&R\": \"Flux2Scheduler\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [4, 1024, 1024]}, {\"id\": 103, \"type\": \"CFGGuider\", \"pos\": [461.33308516139647, 328.83329181398204], \"size\": [270, 98], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 221}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 204}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [143]}], \"properties\": {\"Node name for S&R\": \"CFGGuider\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 104, \"type\": \"SamplerCustomAdvanced\", \"pos\": [761.3332568060127, 248.83326069900386], \"size\": [212.3638671875, 106], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 142}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 143}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 144}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 145}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 146}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [147]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"Node name for S&R\": \"SamplerCustomAdvanced\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"RandomNoise\", \"pos\": [461.33308516139647, 208.83335506841027], \"size\": [270, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [142]}], \"properties\": {\"Node name for S&R\": \"RandomNoise\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [0, \"fixed\"]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [-34.66700978940537, 228.83333125251986], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 220}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 162}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [187, 207]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"Node name for S&R\": \"CLIPTextEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"replace the background in Image 1 with the scene in Image 2\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-464.666716199424, 548.6665633161073], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"vae_name\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"vae_name\"}, \"link\": 161}], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [148, 202, 210]}], \"properties\": {\"Node name for S&R\": \"VAELoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-470.0000027506911, 749.9998711356234], \"size\": [270, 106], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 175}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [170, 209]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 85, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-460.00009962763977, 1019.999747134309], \"size\": [270, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 86, \"type\": \"ConditioningZeroOut\", \"pos\": [-35.00018624512033, 639.9999107977], \"size\": [204.134765625, 26], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 187}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [208]}], \"properties\": {\"Node name for S&R\": \"ConditioningZeroOut\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [480, 750], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 172}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 174}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [146]}], \"properties\": {\"Node name for S&R\": \"EmptyFlux2LatentImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 114, \"type\": \"GetImageSize\", \"pos\": [230, 750], \"size\": [187.5, 66], \"flags\": {}, \"order\": 13, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 170}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [171, 172]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [173, 174]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"GetImageSize\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 126, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1215.26360853456], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 211}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 198}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1009, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1325.26360853456], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 21, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 212}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 197}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 125, \"type\": \"VAEEncode\", \"pos\": [-16.891515951089858, 1316.0921363886375], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [197, 198]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 127, \"type\": \"VAEEncode\", \"pos\": [-19.05612272639687, 1090.031898376132], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 209}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 210}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [205, 206]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 128, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 989.2033705220547], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 207}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 205}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [211]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 129, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 1099.2033705220545], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 18, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 208}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [212]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-464.6667199384342, 228.6667116169778], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"unet_name\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"unet_name\"}, \"link\": 159}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [218]}], \"properties\": {\"Node name for S&R\": \"UNETLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux-2-klein-9b-fp8.safetensors\", \"url\": \"https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors\", \"directory\": \"diffusion_models\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-464.6667199384342, 378.6666577872604], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip_name\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"clip_name\"}, \"link\": 160}], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [219]}], \"properties\": {\"Node name for S&R\": \"CLIPLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 1008, \"type\": \"VAEDecode\", \"pos\": [1015.333273150897, 178.83335256086806], \"size\": [220, 46], \"flags\": {}, \"order\": 20, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 147}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 148}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [153, 751]}], \"properties\": {\"Node name for S&R\": \"VAEDecode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1011, \"type\": \"ImageScaleToMaxDimension\", \"pos\": [870.0299935419685, 795.3725263883488], \"size\": [290.0962890625, 82], \"flags\": {}, \"order\": 22, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 751}, {\"localized_name\": \"largest_size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": 753}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [752]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToMaxDimension\"}, \"widgets_values\": [\"area\", 640]}, {\"id\": 131, \"type\": \"LoraLoader\", \"pos\": [-182.5565436435253, -20.29686667666891], \"size\": [290.4380859375, 126], \"flags\": {}, \"order\": 19, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 218}, {\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 219}, {\"localized_name\": \"lora_name\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"lora_name\"}, \"link\": 222}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [221]}, {\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [220]}], \"properties\": {\"Node name for S&R\": \"LoraLoader\"}, \"widgets_values\": [\"KleinBase9B_ReplaceScene.safetensors\", 1.5, 1]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-470, 140, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [-50, 140, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [460, 140, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 142, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 143, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 144, \"origin_id\": 480, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 145, \"origin_id\": 102, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 146, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 147, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 148, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 153, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 159, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 107, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 160, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 108, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 161, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 110, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 162, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 170, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 114, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 171, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 102, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 172, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 173, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 102, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 174, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 113, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 175, \"origin_id\": -10, \"origin_slot\": 4, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 186, \"origin_id\": -10, \"origin_slot\": 5, \"target_id\": 85, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 187, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 86, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 197, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 198, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 201, \"origin_id\": 85, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 203, \"origin_id\": 126, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 1009, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 205, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 206, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 207, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 208, \"origin_id\": 86, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 209, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 210, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 211, \"origin_id\": 128, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 212, \"origin_id\": 129, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 218, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 219, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 1, \"type\": \"CLIP\"}, {\"id\": 220, \"origin_id\": 131, \"origin_slot\": 1, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 221, \"origin_id\": 131, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 222, \"origin_id\": -10, \"origin_slot\": 6, \"target_id\": 131, \"target_slot\": 2, \"type\": \"COMBO\"}, {\"id\": 751, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": 1011, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 752, \"origin_id\": 1011, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 753, \"origin_id\": -10, \"origin_slot\": 7, \"target_id\": 1011, \"target_slot\": 1, \"type\": \"INT\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1463, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Lora Preview Format\", \"inputNode\": {\"id\": -10, \"bounding\": [177.4898492437577, 1576.2544477756178, 120, 100]}, \"outputNode\": {\"id\": -20, \"bounding\": [1869.6598469904088, 1576.2544477756178, 120, 60]}, \"inputs\": [{\"id\": \"66cc87b5-a2bc-4f07-853b-941552a26f02\", \"name\": \"image1\", \"type\": \"IMAGE\", \"linkIds\": [919], \"label\": \"Control1\", \"pos\": [277.4898492437577, 1596.2544477756178]}, {\"id\": \"33b968cd-5cf1-493f-a88f-a0753b379a6d\", \"name\": \"image2\", \"type\": \"IMAGE\", \"linkIds\": [920], \"label\": \"Control2\", \"pos\": [277.4898492437577, 1616.2544477756178]}, {\"id\": \"62f7d7af-0cab-4e86-a756-5579a185439a\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"linkIds\": [921], \"label\": \"Target\", \"pos\": [277.4898492437577, 1636.2544477756178]}], \"outputs\": [{\"id\": \"9cded853-ec7c-472a-9eb1-6b6742d56f06\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [922], \"pos\": [1889.6598469904088, 1596.2544477756178]}], \"widgets\": [], \"nodes\": [{\"id\": 1459, \"type\": \"ImageStitch\", \"pos\": [914.7639763585485, 1353.2000360355673], \"size\": [270, 150], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 919}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 916}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [918]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1461, \"type\": \"LoadImage\", \"pos\": [357.4898492437577, 1391.8540988062239], \"size\": [297.9127990869122, 326], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [916]}, {\"localized_name\": \"MASK\", \"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.3.50\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"ue_properties\": {\"widget_ue_connectable\": {\"image\": true, \"upload\": true}}}, \"widgets_values\": [\"PlusSymbol.png\", \"image\"]}, {\"id\": 1462, \"type\": \"ImageStitch\", \"pos\": [1233.163271204647, 1521.9229849401593], \"size\": [270, 150], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 918}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 920}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [917]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1460, \"type\": \"ImageStitch\", \"pos\": [1539.6598469904086, 1719.3088595156685], \"size\": [270, 150], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 917}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 921}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [922]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"down\", true, 0, \"white\"]}], \"groups\": [], \"links\": [{\"id\": 916, \"origin_id\": 1461, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 917, \"origin_id\": 1462, \"origin_slot\": 0, \"target_id\": 1460, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 918, \"origin_id\": 1459, \"origin_slot\": 0, \"target_id\": 1462, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 919, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 920, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 1462, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 921, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 1460, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 922, \"origin_id\": 1460, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}], \"extra\": {}}]}, \"config\": {}, \"extra\": {\"frontendVersion\": \"1.41.21\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true, \"ds\": {\"scale\": 0.8390545288824207, \"offset\": [290.97452614901493, -223.3440606675354]}}, \"version\": 0.4, \"seed_widgets\": {\"1457\": 6}}}",
+    "models": [
+      "flux-2-klein-9b-fp8.safetensors"
+    ],
+    "prompt": "replace the background in Image 1 with the scene in Image 2",
+    "sampler": "Euler",
+    "additionalResources": [
+      {
+        "name": "KleinBase9B_ReplaceScene.safetensors",
+        "type": "lora",
+        "strength": 1.5,
+        "strengthClip": 1
+      }
+    ]
+  },
+  "availability": "Public",
+  "hasMeta": true,
+  "hasPositivePrompt": true,
+  "onSite": false,
+  "remixOfId": null
+}

klein-9b/lora/Replace Scene [Klein 9B]/extra_data-vid_2829331/126367594.json

@@ -0,0 +1,43 @@
+{
+  "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/33a973b4-cc03-46de-9bae-ea286b00a9ff/original=true/126367594.jpeg",
+  "nsfwLevel": 1,
+  "width": 2148,
+  "height": 3172,
+  "hash": "U6D+oBnN00xu4-NGs;e:~q-p4nn$-oV[^*NG",
+  "type": "image",
+  "metadata": {
+    "hash": "U6D+oBnN00xu4-NGs;e:~q-p4nn$-oV[^*NG",
+    "size": 7761379,
+    "width": 2148,
+    "height": 3172,
+    "nsfwLevelReason": "Knights Vote"
+  },
+  "minor": false,
+  "poi": false,
+  "meta": {
+    "seed": 0,
+    "vaes": [
+      "flux2-vae.safetensors"
+    ],
+    "Model": "flux-2-klein-9b-fp8",
+    "comfy": "{\"prompt\": {\"9\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/ReplaceScene\", \"images\": [\"1457:1008\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"76\": {\"inputs\": {\"image\": \"LG-cardart-Syl,_Duchess_of_Dementia.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"302e6d2c8f3c88590cf5b02daab599bdd47ac07c25fc705c05c40a58ab36a9fa\"]}, \"101\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/ReplaceScene\", \"images\": [\"1463:1460\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"1458\": {\"inputs\": {\"image\": \"0054_C2.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"56a999833258abf0fbb2437b097fc7da4d85a02310651871d787006f086a13c1\"]}, \"1457:480\": {\"inputs\": {\"sampler_name\": \"euler\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}, \"1457:102\": {\"inputs\": {\"steps\": 4, \"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"1457:103\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"1457:131\", 0], \"positive\": [\"1457:126\", 0], \"negative\": [\"1457:1009\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"1457:104\": {\"inputs\": {\"noise\": [\"1457:106\", 0], \"guider\": [\"1457:103\", 0], \"sampler\": [\"1457:480\", 0], \"sigmas\": [\"1457:102\", 0], \"latent_image\": [\"1457:113\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"1457:106\": {\"inputs\": {\"noise_seed\": 0}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"1457:109\": {\"inputs\": {\"text\": \"replace the background in Image 1 with the scene in Image 2\", \"clip\": [\"1457:131\", 1]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"1457:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"1457:111\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:85\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"1458\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:86\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0]}, \"class_type\": \"ConditioningZeroOut\", \"_meta\": {\"title\": \"ConditioningZeroOut\"}}, \"1457:113\": {\"inputs\": {\"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"1457:114\": {\"inputs\": {\"image\": [\"1457:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"1457:126\": {\"inputs\": {\"conditioning\": [\"1457:128\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:1009\": {\"inputs\": {\"conditioning\": [\"1457:129\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:125\": {\"inputs\": {\"pixels\": [\"1457:85\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:127\": {\"inputs\": {\"pixels\": [\"1457:111\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:128\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:129\": {\"inputs\": {\"conditioning\": [\"1457:86\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"1457:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"1457:1008\": {\"inputs\": {\"samples\": [\"1457:104\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"1457:1011\": {\"inputs\": {\"upscale_method\": \"area\", \"largest_size\": 640, \"image\": [\"1457:1008\", 0]}, \"class_type\": \"ImageScaleToMaxDimension\", \"_meta\": {\"title\": \"ImageScaleToMaxDimension\"}}, \"1457:131\": {\"inputs\": {\"lora_name\": \"KleinBase9B_ReplaceScene.safetensors\", \"strength_model\": 1.5, \"strength_clip\": 1.0, \"model\": [\"1457:107\", 0], \"clip\": [\"1457:108\", 0]}, \"class_type\": \"LoraLoader\", \"_meta\": {\"title\": \"Load LoRA (Model and CLIP)\"}}, \"1463:1459\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"76\", 0], \"image2\": [\"1463:1461\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1461\": {\"inputs\": {\"image\": \"PlusSymbol.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"4e6a380483cce4d5d28f8c6dccea9207fbb1e703147be69b7d42be814af25a65\"]}, \"1463:1462\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1459\", 0], \"image2\": [\"1458\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1460\": {\"inputs\": {\"direction\": \"down\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1462\", 0], \"image2\": [\"1457:1008\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}}, \"workflow\": {\"id\": \"e16a7344-eeba-483b-b52c-bf570e9596e5\", \"revision\": 0, \"last_node_id\": 1463, \"last_link_id\": 926, \"nodes\": [{\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-750, 830], \"size\": [610, 650], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the fp8 model.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502   \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502   \\u2502      \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502   \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502          \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 1463, \"type\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"pos\": [903.8192769105603, 1157.6069570580166], \"size\": [210, 122], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"label\": \"Control1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 924}, {\"label\": \"Control2\", \"name\": \"image2\", \"type\": \"IMAGE\", \"link\": 926}, {\"label\": \"Target\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"link\": 925}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [923]}], \"properties\": {\"proxyWidgets\": [[\"1461\", \"image\"], [\"1461\", \"upload\"]]}, \"widgets_values\": []}, {\"id\": 101, \"type\": \"SaveImage\", \"pos\": [1453.6478396290902, 931.6973146911259], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 923}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/ReplaceScene\"]}, {\"id\": 9, \"type\": \"SaveImage\", \"pos\": [773.795753390038, 485.7839932496069], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 911}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/ReplaceScene\"]}, {\"id\": 1457, \"type\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"pos\": [297.20367556888544, 798.5664585460414], \"size\": [400, 405], \"flags\": {\"collapsed\": false}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"label\": \"prompt\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": null}, {\"label\": \"reference_image1\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 913}, {\"label\": \"reference_image2\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 915}, {\"label\": \"SD Size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": null}], \"outputs\": [{\"label\": \"IMAGE (HD)\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [911, 925]}, {\"label\": \"IMAGE (SD)\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"proxyWidgets\": [[\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"109\", \"text\"], [\"131\", \"lora_name\"], [\"1011\", \"largest_size\"], [\"106\", \"noise_seed\"], [\"106\", \"control_after_generate\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1458, \"type\": \"LoadImage\", \"pos\": [-111.87252102477242, 1345.1696401287875], \"size\": [320, 470], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [915, 926]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"0054_C2.png\", \"image\"]}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-115.1715829587178, 825.8621667107391], \"size\": [320, 470], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [913, 924]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LG-cardart-Syl,_Duchess_of_Dementia.png\", \"image\"]}], \"links\": [[911, 1457, 0, 9, 0, \"IMAGE\"], [913, 76, 0, 1457, 1, \"IMAGE\"], [915, 1458, 0, 1457, 2, \"IMAGE\"], [923, 1463, 0, 101, 0, \"IMAGE\"], [924, 76, 0, 1463, 0, \"IMAGE\"], [925, 1457, 0, 1463, 2, \"IMAGE\"], [926, 1458, 0, 1463, 1, \"IMAGE\"]], \"groups\": [], \"definitions\": {\"subgraphs\": [{\"id\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1463, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Image Edit (Flux.2 Klein 9B Distilled)\", \"inputNode\": {\"id\": -10, \"bounding\": [-730, 580, 142.36328125, 200]}, \"outputNode\": {\"id\": -20, \"bounding\": [1295.3333202680028, 573.833333604156, 120, 80]}, \"inputs\": [{\"id\": \"ae713dbf-52cb-471a-807d-b12fa9acbb48\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"linkIds\": [159], \"pos\": [-607.63671875, 600]}, {\"id\": \"f29f705e-e43a-4502-b231-a1eea93a1d69\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"linkIds\": [160], \"pos\": [-607.63671875, 620]}, {\"id\": \"a954f490-386b-4367-9ea1-1b65913963a5\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"linkIds\": [161], \"pos\": [-607.63671875, 640]}, {\"id\": \"7061147a-fb75-450d-8e97-c8be594a8e16\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [162], \"label\": \"prompt\", \"pos\": [-607.63671875, 660]}, {\"id\": \"68629112-b7b0-41ce-8912-23adad00d3db\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [175], \"label\": \"reference_image1\", \"pos\": [-607.63671875, 680]}, {\"id\": \"7e0c98fd-26e9-412a-a112-171e50fe2d0c\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [186], \"label\": \"reference_image2\", \"pos\": [-607.63671875, 700]}, {\"id\": \"cf62b849-b362-4cbd-bfd8-5b38a9b37d58\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"linkIds\": [222], \"pos\": [-607.63671875, 720]}, {\"id\": \"f2484ba0-a2f7-46f8-977c-3dbdb93c121c\", \"name\": \"largest_size\", \"type\": \"INT\", \"linkIds\": [753], \"label\": \"SD Size\", \"pos\": [-607.63671875, 740]}], \"outputs\": [{\"id\": \"c5e7966d-07ed-4c9a-ad89-9d378a41ea7b\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [153], \"localized_name\": \"IMAGE\", \"label\": \"IMAGE (HD)\", \"pos\": [1315.3333202680028, 593.833333604156]}, {\"id\": \"9ac5c236-2bb4-4aac-a37a-9b790afe1036\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [752], \"label\": \"IMAGE (SD)\", \"pos\": [1315.3333202680028, 613.833333604156]}], \"widgets\": [], \"nodes\": [{\"id\": 480, \"type\": \"KSamplerSelect\", \"pos\": [461.33308516139647, 468.8332546594476], \"size\": [270, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [144]}], \"properties\": {\"Node name for S&R\": \"KSamplerSelect\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"euler\"]}, {\"id\": 102, \"type\": \"Flux2Scheduler\", \"pos\": [461.33308516139647, 568.8331653051255], \"size\": [270, 106], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 171}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 173}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [145]}], \"properties\": {\"Node name for S&R\": \"Flux2Scheduler\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [4, 1024, 1024]}, {\"id\": 103, \"type\": \"CFGGuider\", \"pos\": [461.33308516139647, 328.83329181398204], \"size\": [270, 98], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 221}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 204}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [143]}], \"properties\": {\"Node name for S&R\": \"CFGGuider\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 104, \"type\": \"SamplerCustomAdvanced\", \"pos\": [761.3332568060127, 248.83326069900386], \"size\": [212.3638671875, 106], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 142}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 143}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 144}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 145}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 146}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [147]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"Node name for S&R\": \"SamplerCustomAdvanced\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"RandomNoise\", \"pos\": [461.33308516139647, 208.83335506841027], \"size\": [270, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [142]}], \"properties\": {\"Node name for S&R\": \"RandomNoise\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [0, \"fixed\"]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [-34.66700978940537, 228.83333125251986], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 220}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 162}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [187, 207]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"Node name for S&R\": \"CLIPTextEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"replace the background in Image 1 with the scene in Image 2\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-464.666716199424, 548.6665633161073], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"vae_name\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"vae_name\"}, \"link\": 161}], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [148, 202, 210]}], \"properties\": {\"Node name for S&R\": \"VAELoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-470.0000027506911, 749.9998711356234], \"size\": [270, 106], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 175}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [170, 209]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 85, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-460.00009962763977, 1019.999747134309], \"size\": [270, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 86, \"type\": \"ConditioningZeroOut\", \"pos\": [-35.00018624512033, 639.9999107977], \"size\": [204.134765625, 26], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 187}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [208]}], \"properties\": {\"Node name for S&R\": \"ConditioningZeroOut\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [480, 750], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 172}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 174}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [146]}], \"properties\": {\"Node name for S&R\": \"EmptyFlux2LatentImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 114, \"type\": \"GetImageSize\", \"pos\": [230, 750], \"size\": [187.5, 66], \"flags\": {}, \"order\": 13, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 170}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [171, 172]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [173, 174]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"GetImageSize\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 126, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1215.26360853456], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 211}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 198}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1009, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1325.26360853456], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 21, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 212}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 197}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 125, \"type\": \"VAEEncode\", \"pos\": [-16.891515951089858, 1316.0921363886375], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [197, 198]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 127, \"type\": \"VAEEncode\", \"pos\": [-19.05612272639687, 1090.031898376132], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 209}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 210}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [205, 206]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 128, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 989.2033705220547], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 207}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 205}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [211]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 129, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 1099.2033705220545], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 18, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 208}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [212]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-464.6667199384342, 228.6667116169778], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"unet_name\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"unet_name\"}, \"link\": 159}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [218]}], \"properties\": {\"Node name for S&R\": \"UNETLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux-2-klein-9b-fp8.safetensors\", \"url\": \"https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors\", \"directory\": \"diffusion_models\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-464.6667199384342, 378.6666577872604], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip_name\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"clip_name\"}, \"link\": 160}], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [219]}], \"properties\": {\"Node name for S&R\": \"CLIPLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 1008, \"type\": \"VAEDecode\", \"pos\": [1015.333273150897, 178.83335256086806], \"size\": [220, 46], \"flags\": {}, \"order\": 20, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 147}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 148}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [153, 751]}], \"properties\": {\"Node name for S&R\": \"VAEDecode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1011, \"type\": \"ImageScaleToMaxDimension\", \"pos\": [870.0299935419685, 795.3725263883488], \"size\": [290.0962890625, 82], \"flags\": {}, \"order\": 22, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 751}, {\"localized_name\": \"largest_size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": 753}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [752]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToMaxDimension\"}, \"widgets_values\": [\"area\", 640]}, {\"id\": 131, \"type\": \"LoraLoader\", \"pos\": [-182.5565436435253, -20.29686667666891], \"size\": [290.4380859375, 126], \"flags\": {}, \"order\": 19, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 218}, {\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 219}, {\"localized_name\": \"lora_name\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"lora_name\"}, \"link\": 222}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [221]}, {\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [220]}], \"properties\": {\"Node name for S&R\": \"LoraLoader\"}, \"widgets_values\": [\"KleinBase9B_ReplaceScene.safetensors\", 1.5, 1]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-470, 140, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [-50, 140, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [460, 140, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 142, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 143, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 144, \"origin_id\": 480, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 145, \"origin_id\": 102, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 146, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 147, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 148, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 153, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 159, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 107, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 160, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 108, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 161, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 110, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 162, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 170, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 114, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 171, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 102, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 172, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 173, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 102, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 174, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 113, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 175, \"origin_id\": -10, \"origin_slot\": 4, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 186, \"origin_id\": -10, \"origin_slot\": 5, \"target_id\": 85, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 187, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 86, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 197, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 198, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 201, \"origin_id\": 85, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 203, \"origin_id\": 126, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 1009, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 205, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 206, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 207, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 208, \"origin_id\": 86, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 209, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 210, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 211, \"origin_id\": 128, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 212, \"origin_id\": 129, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 218, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 219, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 1, \"type\": \"CLIP\"}, {\"id\": 220, \"origin_id\": 131, \"origin_slot\": 1, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 221, \"origin_id\": 131, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 222, \"origin_id\": -10, \"origin_slot\": 6, \"target_id\": 131, \"target_slot\": 2, \"type\": \"COMBO\"}, {\"id\": 751, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": 1011, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 752, \"origin_id\": 1011, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 753, \"origin_id\": -10, \"origin_slot\": 7, \"target_id\": 1011, \"target_slot\": 1, \"type\": \"INT\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1463, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Lora Preview Format\", \"inputNode\": {\"id\": -10, \"bounding\": [177.4898492437577, 1576.2544477756178, 120, 100]}, \"outputNode\": {\"id\": -20, \"bounding\": [1869.6598469904088, 1576.2544477756178, 120, 60]}, \"inputs\": [{\"id\": \"66cc87b5-a2bc-4f07-853b-941552a26f02\", \"name\": \"image1\", \"type\": \"IMAGE\", \"linkIds\": [919], \"label\": \"Control1\", \"pos\": [277.4898492437577, 1596.2544477756178]}, {\"id\": \"33b968cd-5cf1-493f-a88f-a0753b379a6d\", \"name\": \"image2\", \"type\": \"IMAGE\", \"linkIds\": [920], \"label\": \"Control2\", \"pos\": [277.4898492437577, 1616.2544477756178]}, {\"id\": \"62f7d7af-0cab-4e86-a756-5579a185439a\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"linkIds\": [921], \"label\": \"Target\", \"pos\": [277.4898492437577, 1636.2544477756178]}], \"outputs\": [{\"id\": \"9cded853-ec7c-472a-9eb1-6b6742d56f06\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [922], \"pos\": [1889.6598469904088, 1596.2544477756178]}], \"widgets\": [], \"nodes\": [{\"id\": 1459, \"type\": \"ImageStitch\", \"pos\": [914.7639763585485, 1353.2000360355673], \"size\": [270, 150], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 919}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 916}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [918]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1461, \"type\": \"LoadImage\", \"pos\": [357.4898492437577, 1391.8540988062239], \"size\": [297.9127990869122, 326], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [916]}, {\"localized_name\": \"MASK\", \"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.3.50\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"ue_properties\": {\"widget_ue_connectable\": {\"image\": true, \"upload\": true}}}, \"widgets_values\": [\"PlusSymbol.png\", \"image\"]}, {\"id\": 1462, \"type\": \"ImageStitch\", \"pos\": [1233.163271204647, 1521.9229849401593], \"size\": [270, 150], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 918}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 920}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [917]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1460, \"type\": \"ImageStitch\", \"pos\": [1539.6598469904086, 1719.3088595156685], \"size\": [270, 150], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 917}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 921}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [922]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"down\", true, 0, \"white\"]}], \"groups\": [], \"links\": [{\"id\": 916, \"origin_id\": 1461, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 917, \"origin_id\": 1462, \"origin_slot\": 0, \"target_id\": 1460, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 918, \"origin_id\": 1459, \"origin_slot\": 0, \"target_id\": 1462, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 919, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 920, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 1462, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 921, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 1460, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 922, \"origin_id\": 1460, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}], \"extra\": {}}]}, \"config\": {}, \"extra\": {\"frontendVersion\": \"1.41.21\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true, \"ds\": {\"scale\": 0.8390545288824212, \"offset\": [783.2121718148993, -242.15246085884337]}}, \"version\": 0.4, \"seed_widgets\": {\"1457\": 6}}}",
+    "models": [
+      "flux-2-klein-9b-fp8.safetensors"
+    ],
+    "prompt": "replace the background in Image 1 with the scene in Image 2",
+    "sampler": "Euler",
+    "additionalResources": [
+      {
+        "name": "KleinBase9B_ReplaceScene.safetensors",
+        "type": "lora",
+        "strength": 1.5,
+        "strengthClip": 1
+      }
+    ]
+  },
+  "availability": "Public",
+  "hasMeta": true,
+  "hasPositivePrompt": true,
+  "onSite": false,
+  "remixOfId": null
+}

klein-9b/lora/Replace Scene [Klein 9B]/extra_data-vid_2829331/126367595.json

@@ -0,0 +1,43 @@
+{
+  "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/fe0c6fca-b990-4762-bc3b-14c8b9dd51c4/original=true/126367595.jpeg",
+  "nsfwLevel": 2,
+  "width": 5872,
+  "height": 8671,
+  "hash": "U4AdWR4aE1%d4sDoD*x[.TV}DjIA4TocV?V[",
+  "type": "image",
+  "metadata": {
+    "hash": "U4AdWR4aE1%d4sDoD*x[.TV}DjIA4TocV?V[",
+    "size": 26172138,
+    "width": 5872,
+    "height": 8671,
+    "nsfwLevelReason": null
+  },
+  "minor": false,
+  "poi": false,
+  "meta": {
+    "seed": 0,
+    "vaes": [
+      "flux2-vae.safetensors"
+    ],
+    "Model": "flux-2-klein-9b-fp8",
+    "comfy": "{\"prompt\": {\"9\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/ReplaceScene\", \"images\": [\"1457:1008\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"76\": {\"inputs\": {\"image\": \"pdz.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"a6d0891cd5ea389bd1bdc0f2b9530c512b9cb7f4213f6ea3ecf71e1deba117e8\"]}, \"101\": {\"inputs\": {\"filename_prefix\": \"LoRA_Previews/ReplaceScene\", \"images\": [\"1463:1460\", 0]}, \"class_type\": \"SaveImage\", \"_meta\": {\"title\": \"Save Image\"}}, \"1458\": {\"inputs\": {\"image\": \"600px-OB-creature-Dread_Zombie.jpg\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"5542931c95ce4c09cd4e23feaeb43a8c63544e0e809c8c56f6b01105cd56e965\"]}, \"1457:480\": {\"inputs\": {\"sampler_name\": \"euler\"}, \"class_type\": \"KSamplerSelect\", \"_meta\": {\"title\": \"KSamplerSelect\"}}, \"1457:102\": {\"inputs\": {\"steps\": 4, \"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1]}, \"class_type\": \"Flux2Scheduler\", \"_meta\": {\"title\": \"Flux2Scheduler\"}}, \"1457:103\": {\"inputs\": {\"cfg\": 1.0, \"model\": [\"1457:131\", 0], \"positive\": [\"1457:126\", 0], \"negative\": [\"1457:1009\", 0]}, \"class_type\": \"CFGGuider\", \"_meta\": {\"title\": \"CFGGuider\"}}, \"1457:104\": {\"inputs\": {\"noise\": [\"1457:106\", 0], \"guider\": [\"1457:103\", 0], \"sampler\": [\"1457:480\", 0], \"sigmas\": [\"1457:102\", 0], \"latent_image\": [\"1457:113\", 0]}, \"class_type\": \"SamplerCustomAdvanced\", \"_meta\": {\"title\": \"SamplerCustomAdvanced\"}}, \"1457:106\": {\"inputs\": {\"noise_seed\": 0}, \"class_type\": \"RandomNoise\", \"_meta\": {\"title\": \"RandomNoise\"}}, \"1457:109\": {\"inputs\": {\"text\": \"replace the background in Image 1 with the scene in Image 2\", \"clip\": [\"1457:131\", 1]}, \"class_type\": \"CLIPTextEncode\", \"_meta\": {\"title\": \"CLIP Text Encode (Positive Prompt)\"}}, \"1457:110\": {\"inputs\": {\"vae_name\": \"flux2-vae.safetensors\"}, \"class_type\": \"VAELoader\", \"_meta\": {\"title\": \"Load VAE\"}}, \"1457:111\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"76\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:85\": {\"inputs\": {\"upscale_method\": \"nearest-exact\", \"megapixels\": 1.0, \"resolution_steps\": 1, \"image\": [\"1458\", 0]}, \"class_type\": \"ImageScaleToTotalPixels\", \"_meta\": {\"title\": \"ImageScaleToTotalPixels\"}}, \"1457:86\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0]}, \"class_type\": \"ConditioningZeroOut\", \"_meta\": {\"title\": \"ConditioningZeroOut\"}}, \"1457:113\": {\"inputs\": {\"width\": [\"1457:114\", 0], \"height\": [\"1457:114\", 1], \"batch_size\": 1}, \"class_type\": \"EmptyFlux2LatentImage\", \"_meta\": {\"title\": \"Empty Flux 2 Latent\"}}, \"1457:114\": {\"inputs\": {\"image\": [\"1457:111\", 0]}, \"class_type\": \"GetImageSize\", \"_meta\": {\"title\": \"Get Image Size\"}}, \"1457:126\": {\"inputs\": {\"conditioning\": [\"1457:128\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:1009\": {\"inputs\": {\"conditioning\": [\"1457:129\", 0], \"latent\": [\"1457:125\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:125\": {\"inputs\": {\"pixels\": [\"1457:85\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:127\": {\"inputs\": {\"pixels\": [\"1457:111\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEEncode\", \"_meta\": {\"title\": \"VAE Encode\"}}, \"1457:128\": {\"inputs\": {\"conditioning\": [\"1457:109\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:129\": {\"inputs\": {\"conditioning\": [\"1457:86\", 0], \"latent\": [\"1457:127\", 0]}, \"class_type\": \"ReferenceLatent\", \"_meta\": {\"title\": \"ReferenceLatent\"}}, \"1457:107\": {\"inputs\": {\"unet_name\": \"flux-2-klein-9b-fp8.safetensors\", \"weight_dtype\": \"default\"}, \"class_type\": \"UNETLoader\", \"_meta\": {\"title\": \"Load Diffusion Model\"}}, \"1457:108\": {\"inputs\": {\"clip_name\": \"qwen_3_8b_fp8mixed.safetensors\", \"type\": \"flux2\", \"device\": \"default\"}, \"class_type\": \"CLIPLoader\", \"_meta\": {\"title\": \"Load CLIP\"}}, \"1457:1008\": {\"inputs\": {\"samples\": [\"1457:104\", 0], \"vae\": [\"1457:110\", 0]}, \"class_type\": \"VAEDecode\", \"_meta\": {\"title\": \"VAE Decode\"}}, \"1457:1011\": {\"inputs\": {\"upscale_method\": \"area\", \"largest_size\": 640, \"image\": [\"1457:1008\", 0]}, \"class_type\": \"ImageScaleToMaxDimension\", \"_meta\": {\"title\": \"ImageScaleToMaxDimension\"}}, \"1457:131\": {\"inputs\": {\"lora_name\": \"KleinBase9B_ReplaceScene.safetensors\", \"strength_model\": 1.5, \"strength_clip\": 1.0, \"model\": [\"1457:107\", 0], \"clip\": [\"1457:108\", 0]}, \"class_type\": \"LoraLoader\", \"_meta\": {\"title\": \"Load LoRA (Model and CLIP)\"}}, \"1463:1459\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"76\", 0], \"image2\": [\"1463:1461\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1461\": {\"inputs\": {\"image\": \"PlusSymbol.png\"}, \"class_type\": \"LoadImage\", \"_meta\": {\"title\": \"Load Image\"}, \"is_changed\": [\"4e6a380483cce4d5d28f8c6dccea9207fbb1e703147be69b7d42be814af25a65\"]}, \"1463:1462\": {\"inputs\": {\"direction\": \"right\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1459\", 0], \"image2\": [\"1458\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}, \"1463:1460\": {\"inputs\": {\"direction\": \"down\", \"match_image_size\": true, \"spacing_width\": 0, \"spacing_color\": \"white\", \"image1\": [\"1463:1462\", 0], \"image2\": [\"1457:1008\", 0]}, \"class_type\": \"ImageStitch\", \"_meta\": {\"title\": \"Image Stitch\"}}}, \"workflow\": {\"id\": \"e16a7344-eeba-483b-b52c-bf570e9596e5\", \"revision\": 0, \"last_node_id\": 1463, \"last_link_id\": 926, \"nodes\": [{\"id\": 97, \"type\": \"MarkdownNote\", \"pos\": [-750, 830], \"size\": [610, 650], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [], \"properties\": {}, \"widgets_values\": [\"Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\\n\\n## Model links (for local users)\\n\\n**diffusion_models**\\n\\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\\n\\n> Please visit BFL's repo, accept the agreement in the repo, and then download the fp8 model.\\n\\n**text_encoders**\\n\\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\\n\\n**vae**\\n\\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\\n\\n\\nModel Storage Location\\n\\n```\\n\\ud83d\\udcc2 ComfyUI/\\n\\u251c\\u2500\\u2500 \\ud83d\\udcc2 models/\\n\\u2502   \\u251c\\u2500\\u2500 \\ud83d\\udcc2 text_encoders/\\n\\u2502   \\u2502      \\u2514\\u2500\\u2500 qwen_3_8b_fp8mixed.safetensors\\n\\u2502   \\u2514\\u2500\\u2500 \\ud83d\\udcc2 vae/\\n\\u2502          \\u2514\\u2500\\u2500 flux2-vae.safetensors\\n```\\n## Report issue\\n\\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\\n\\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\\n\"], \"color\": \"#222\", \"bgcolor\": \"#000\"}, {\"id\": 1463, \"type\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"pos\": [903.8192769105603, 1157.6069570580166], \"size\": [210, 122], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"label\": \"Control1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 924}, {\"label\": \"Control2\", \"name\": \"image2\", \"type\": \"IMAGE\", \"link\": 926}, {\"label\": \"Target\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"link\": 925}], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [923]}], \"properties\": {\"proxyWidgets\": [[\"1461\", \"image\"], [\"1461\", \"upload\"]]}, \"widgets_values\": []}, {\"id\": 101, \"type\": \"SaveImage\", \"pos\": [1453.6478396290902, 931.6973146911259], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 923}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/ReplaceScene\"]}, {\"id\": 9, \"type\": \"SaveImage\", \"pos\": [773.795753390038, 485.7839932496069], \"size\": [416.6666666666667, 470], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"name\": \"images\", \"type\": \"IMAGE\", \"link\": 911}], \"outputs\": [], \"properties\": {\"Node name for S&R\": \"SaveImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"LoRA_Previews/ReplaceScene\"]}, {\"id\": 1457, \"type\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"pos\": [297.20367556888544, 798.5664585460414], \"size\": [400, 405], \"flags\": {\"collapsed\": false}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"label\": \"prompt\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": null}, {\"label\": \"reference_image1\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 913}, {\"label\": \"reference_image2\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"link\": 915}, {\"label\": \"SD Size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": null}], \"outputs\": [{\"label\": \"IMAGE (HD)\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [911, 925]}, {\"label\": \"IMAGE (SD)\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"links\": null}], \"properties\": {\"proxyWidgets\": [[\"107\", \"unet_name\"], [\"108\", \"clip_name\"], [\"110\", \"vae_name\"], [\"109\", \"text\"], [\"131\", \"lora_name\"], [\"1011\", \"largest_size\"], [\"106\", \"noise_seed\"], [\"106\", \"control_after_generate\"]], \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1458, \"type\": \"LoadImage\", \"pos\": [-111.87252102477242, 1345.1696401287875], \"size\": [320, 470], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [915, 926]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"600px-OB-creature-Dread_Zombie.jpg\", \"image\"]}, {\"id\": 76, \"type\": \"LoadImage\", \"pos\": [-115.1715829587178, 825.8621667107391], \"size\": [320, 470], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [913, 924]}, {\"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"pdz.png\", \"image\"]}], \"links\": [[911, 1457, 0, 9, 0, \"IMAGE\"], [913, 76, 0, 1457, 1, \"IMAGE\"], [915, 1458, 0, 1457, 2, \"IMAGE\"], [923, 1463, 0, 101, 0, \"IMAGE\"], [924, 76, 0, 1463, 0, \"IMAGE\"], [925, 1457, 0, 1463, 2, \"IMAGE\"], [926, 1458, 0, 1463, 1, \"IMAGE\"]], \"groups\": [], \"definitions\": {\"subgraphs\": [{\"id\": \"508c6b14-ba45-4878-908f-26d5bd074254\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1463, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Image Edit (Flux.2 Klein 9B Distilled)\", \"inputNode\": {\"id\": -10, \"bounding\": [-730, 580, 142.36328125, 200]}, \"outputNode\": {\"id\": -20, \"bounding\": [1295.3333202680028, 573.833333604156, 120, 80]}, \"inputs\": [{\"id\": \"ae713dbf-52cb-471a-807d-b12fa9acbb48\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"linkIds\": [159], \"pos\": [-607.63671875, 600]}, {\"id\": \"f29f705e-e43a-4502-b231-a1eea93a1d69\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"linkIds\": [160], \"pos\": [-607.63671875, 620]}, {\"id\": \"a954f490-386b-4367-9ea1-1b65913963a5\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"linkIds\": [161], \"pos\": [-607.63671875, 640]}, {\"id\": \"7061147a-fb75-450d-8e97-c8be594a8e16\", \"name\": \"text\", \"type\": \"STRING\", \"linkIds\": [162], \"label\": \"prompt\", \"pos\": [-607.63671875, 660]}, {\"id\": \"68629112-b7b0-41ce-8912-23adad00d3db\", \"name\": \"image\", \"type\": \"IMAGE\", \"linkIds\": [175], \"label\": \"reference_image1\", \"pos\": [-607.63671875, 680]}, {\"id\": \"7e0c98fd-26e9-412a-a112-171e50fe2d0c\", \"name\": \"image_1\", \"type\": \"IMAGE\", \"linkIds\": [186], \"label\": \"reference_image2\", \"pos\": [-607.63671875, 700]}, {\"id\": \"cf62b849-b362-4cbd-bfd8-5b38a9b37d58\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"linkIds\": [222], \"pos\": [-607.63671875, 720]}, {\"id\": \"f2484ba0-a2f7-46f8-977c-3dbdb93c121c\", \"name\": \"largest_size\", \"type\": \"INT\", \"linkIds\": [753], \"label\": \"SD Size\", \"pos\": [-607.63671875, 740]}], \"outputs\": [{\"id\": \"c5e7966d-07ed-4c9a-ad89-9d378a41ea7b\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [153], \"localized_name\": \"IMAGE\", \"label\": \"IMAGE (HD)\", \"pos\": [1315.3333202680028, 593.833333604156]}, {\"id\": \"9ac5c236-2bb4-4aac-a37a-9b790afe1036\", \"name\": \"IMAGE_1\", \"type\": \"IMAGE\", \"linkIds\": [752], \"label\": \"IMAGE (SD)\", \"pos\": [1315.3333202680028, 613.833333604156]}], \"widgets\": [], \"nodes\": [{\"id\": 480, \"type\": \"KSamplerSelect\", \"pos\": [461.33308516139647, 468.8332546594476], \"size\": [270, 58], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"SAMPLER\", \"name\": \"SAMPLER\", \"type\": \"SAMPLER\", \"links\": [144]}], \"properties\": {\"Node name for S&R\": \"KSamplerSelect\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"euler\"]}, {\"id\": 102, \"type\": \"Flux2Scheduler\", \"pos\": [461.33308516139647, 568.8331653051255], \"size\": [270, 106], \"flags\": {}, \"order\": 4, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 171}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 173}], \"outputs\": [{\"localized_name\": \"SIGMAS\", \"name\": \"SIGMAS\", \"type\": \"SIGMAS\", \"links\": [145]}], \"properties\": {\"Node name for S&R\": \"Flux2Scheduler\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [4, 1024, 1024]}, {\"id\": 103, \"type\": \"CFGGuider\", \"pos\": [461.33308516139647, 328.83329181398204], \"size\": [270, 98], \"flags\": {}, \"order\": 5, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 221}, {\"localized_name\": \"positive\", \"name\": \"positive\", \"type\": \"CONDITIONING\", \"link\": 203}, {\"localized_name\": \"negative\", \"name\": \"negative\", \"type\": \"CONDITIONING\", \"link\": 204}], \"outputs\": [{\"localized_name\": \"GUIDER\", \"name\": \"GUIDER\", \"type\": \"GUIDER\", \"links\": [143]}], \"properties\": {\"Node name for S&R\": \"CFGGuider\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1]}, {\"id\": 104, \"type\": \"SamplerCustomAdvanced\", \"pos\": [761.3332568060127, 248.83326069900386], \"size\": [212.3638671875, 106], \"flags\": {}, \"order\": 6, \"mode\": 0, \"inputs\": [{\"localized_name\": \"noise\", \"name\": \"noise\", \"type\": \"NOISE\", \"link\": 142}, {\"localized_name\": \"guider\", \"name\": \"guider\", \"type\": \"GUIDER\", \"link\": 143}, {\"localized_name\": \"sampler\", \"name\": \"sampler\", \"type\": \"SAMPLER\", \"link\": 144}, {\"localized_name\": \"sigmas\", \"name\": \"sigmas\", \"type\": \"SIGMAS\", \"link\": 145}, {\"localized_name\": \"latent_image\", \"name\": \"latent_image\", \"type\": \"LATENT\", \"link\": 146}], \"outputs\": [{\"localized_name\": \"output\", \"name\": \"output\", \"type\": \"LATENT\", \"links\": [147]}, {\"localized_name\": \"denoised_output\", \"name\": \"denoised_output\", \"type\": \"LATENT\", \"links\": []}], \"properties\": {\"Node name for S&R\": \"SamplerCustomAdvanced\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 106, \"type\": \"RandomNoise\", \"pos\": [461.33308516139647, 208.83335506841027], \"size\": [270, 82], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"NOISE\", \"name\": \"NOISE\", \"type\": \"NOISE\", \"links\": [142]}], \"properties\": {\"Node name for S&R\": \"RandomNoise\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [0, \"fixed\"]}, {\"id\": 109, \"type\": \"CLIPTextEncode\", \"pos\": [-34.66700978940537, 228.83333125251986], \"size\": [441.6666666666667, 333.33333333333337], \"flags\": {}, \"order\": 9, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 220}, {\"localized_name\": \"text\", \"name\": \"text\", \"type\": \"STRING\", \"widget\": {\"name\": \"text\"}, \"link\": 162}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"slot_index\": 0, \"links\": [187, 207]}], \"title\": \"CLIP Text Encode (Positive Prompt)\", \"properties\": {\"Node name for S&R\": \"CLIPTextEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"replace the background in Image 1 with the scene in Image 2\"], \"color\": \"#232\", \"bgcolor\": \"#353\"}, {\"id\": 110, \"type\": \"VAELoader\", \"pos\": [-464.666716199424, 548.6665633161073], \"size\": [364.42708333333337, 58], \"flags\": {}, \"order\": 10, \"mode\": 0, \"inputs\": [{\"localized_name\": \"vae_name\", \"name\": \"vae_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"vae_name\"}, \"link\": 161}], \"outputs\": [{\"localized_name\": \"VAE\", \"name\": \"VAE\", \"type\": \"VAE\", \"links\": [148, 202, 210]}], \"properties\": {\"Node name for S&R\": \"VAELoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux2-vae.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors\", \"directory\": \"vae\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux2-vae.safetensors\"]}, {\"id\": 111, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-470.0000027506911, 749.9998711356234], \"size\": [270, 106], \"flags\": {}, \"order\": 11, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 175}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [170, 209]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 85, \"type\": \"ImageScaleToTotalPixels\", \"pos\": [-460.00009962763977, 1019.999747134309], \"size\": [270, 106], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 186}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [201]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToTotalPixels\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"nearest-exact\", 1, 1]}, {\"id\": 86, \"type\": \"ConditioningZeroOut\", \"pos\": [-35.00018624512033, 639.9999107977], \"size\": [204.134765625, 26], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 187}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [208]}], \"properties\": {\"Node name for S&R\": \"ConditioningZeroOut\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 113, \"type\": \"EmptyFlux2LatentImage\", \"pos\": [480, 750], \"size\": [270, 106], \"flags\": {}, \"order\": 12, \"mode\": 0, \"inputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"widget\": {\"name\": \"width\"}, \"link\": 172}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"widget\": {\"name\": \"height\"}, \"link\": 174}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [146]}], \"properties\": {\"Node name for S&R\": \"EmptyFlux2LatentImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [1024, 1024, 1]}, {\"id\": 114, \"type\": \"GetImageSize\", \"pos\": [230, 750], \"size\": [187.5, 66], \"flags\": {}, \"order\": 13, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 170}], \"outputs\": [{\"localized_name\": \"width\", \"name\": \"width\", \"type\": \"INT\", \"links\": [171, 172]}, {\"localized_name\": \"height\", \"name\": \"height\", \"type\": \"INT\", \"links\": [173, 174]}, {\"localized_name\": \"batch_size\", \"name\": \"batch_size\", \"type\": \"INT\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"GetImageSize\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 126, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1215.26360853456], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 15, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 211}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 198}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [203]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1009, \"type\": \"ReferenceLatent\", \"pos\": [203.58088206504166, 1325.26360853456], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 21, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 212}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 197}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [204]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 125, \"type\": \"VAEEncode\", \"pos\": [-16.891515951089858, 1316.0921363886375], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 14, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 201}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 202}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [197, 198]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 127, \"type\": \"VAEEncode\", \"pos\": [-19.05612272639687, 1090.031898376132], \"size\": [190, 46], \"flags\": {\"collapsed\": false}, \"order\": 16, \"mode\": 0, \"inputs\": [{\"localized_name\": \"pixels\", \"name\": \"pixels\", \"type\": \"IMAGE\", \"link\": 209}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 210}], \"outputs\": [{\"localized_name\": \"LATENT\", \"name\": \"LATENT\", \"type\": \"LATENT\", \"links\": [205, 206]}], \"properties\": {\"Node name for S&R\": \"VAEEncode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 128, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 989.2033705220547], \"size\": [210, 46], \"flags\": {\"collapsed\": false}, \"order\": 17, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 207}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 205}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [211]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 129, \"type\": \"ReferenceLatent\", \"pos\": [201.4162752897346, 1099.2033705220545], \"size\": [204.134765625, 46], \"flags\": {\"collapsed\": false}, \"order\": 18, \"mode\": 0, \"inputs\": [{\"localized_name\": \"conditioning\", \"name\": \"conditioning\", \"type\": \"CONDITIONING\", \"link\": 208}, {\"localized_name\": \"latent\", \"name\": \"latent\", \"shape\": 7, \"type\": \"LATENT\", \"link\": 206}], \"outputs\": [{\"localized_name\": \"CONDITIONING\", \"name\": \"CONDITIONING\", \"type\": \"CONDITIONING\", \"links\": [212]}], \"properties\": {\"Node name for S&R\": \"ReferenceLatent\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 107, \"type\": \"UNETLoader\", \"pos\": [-464.6667199384342, 228.6667116169778], \"size\": [364.42708333333337, 82], \"flags\": {}, \"order\": 7, \"mode\": 0, \"inputs\": [{\"localized_name\": \"unet_name\", \"name\": \"unet_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"unet_name\"}, \"link\": 159}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [218]}], \"properties\": {\"Node name for S&R\": \"UNETLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"flux-2-klein-9b-fp8.safetensors\", \"url\": \"https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors\", \"directory\": \"diffusion_models\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"flux-2-klein-9b-fp8.safetensors\", \"default\"]}, {\"id\": 108, \"type\": \"CLIPLoader\", \"pos\": [-464.6667199384342, 378.6666577872604], \"size\": [364.42708333333337, 106], \"flags\": {}, \"order\": 8, \"mode\": 0, \"inputs\": [{\"localized_name\": \"clip_name\", \"name\": \"clip_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"clip_name\"}, \"link\": 160}], \"outputs\": [{\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [219]}], \"properties\": {\"Node name for S&R\": \"CLIPLoader\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"models\": [{\"name\": \"qwen_3_8b_fp8mixed.safetensors\", \"url\": \"https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors\", \"directory\": \"text_encoders\"}], \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": [\"qwen_3_8b_fp8mixed.safetensors\", \"flux2\", \"default\"]}, {\"id\": 1008, \"type\": \"VAEDecode\", \"pos\": [1015.333273150897, 178.83335256086806], \"size\": [220, 46], \"flags\": {}, \"order\": 20, \"mode\": 0, \"inputs\": [{\"localized_name\": \"samples\", \"name\": \"samples\", \"type\": \"LATENT\", \"link\": 147}, {\"localized_name\": \"vae\", \"name\": \"vae\", \"type\": \"VAE\", \"link\": 148}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"slot_index\": 0, \"links\": [153, 751]}], \"properties\": {\"Node name for S&R\": \"VAEDecode\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.8.2\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65}, \"widgets_values\": []}, {\"id\": 1011, \"type\": \"ImageScaleToMaxDimension\", \"pos\": [870.0299935419685, 795.3725263883488], \"size\": [290.0962890625, 82], \"flags\": {}, \"order\": 22, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image\", \"name\": \"image\", \"type\": \"IMAGE\", \"link\": 751}, {\"localized_name\": \"largest_size\", \"name\": \"largest_size\", \"type\": \"INT\", \"widget\": {\"name\": \"largest_size\"}, \"link\": 753}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [752]}], \"properties\": {\"Node name for S&R\": \"ImageScaleToMaxDimension\"}, \"widgets_values\": [\"area\", 640]}, {\"id\": 131, \"type\": \"LoraLoader\", \"pos\": [-182.5565436435253, -20.29686667666891], \"size\": [290.4380859375, 126], \"flags\": {}, \"order\": 19, \"mode\": 0, \"inputs\": [{\"localized_name\": \"model\", \"name\": \"model\", \"type\": \"MODEL\", \"link\": 218}, {\"localized_name\": \"clip\", \"name\": \"clip\", \"type\": \"CLIP\", \"link\": 219}, {\"localized_name\": \"lora_name\", \"name\": \"lora_name\", \"type\": \"COMBO\", \"widget\": {\"name\": \"lora_name\"}, \"link\": 222}], \"outputs\": [{\"localized_name\": \"MODEL\", \"name\": \"MODEL\", \"type\": \"MODEL\", \"links\": [221]}, {\"localized_name\": \"CLIP\", \"name\": \"CLIP\", \"type\": \"CLIP\", \"links\": [220]}], \"properties\": {\"Node name for S&R\": \"LoraLoader\"}, \"widgets_values\": [\"KleinBase9B_ReplaceScene.safetensors\", 1.5, 1]}], \"groups\": [{\"id\": 1, \"title\": \"Models\", \"bounding\": [-470, 140, 380, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 2, \"title\": \"Prompt\", \"bounding\": [-50, 140, 470, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}, {\"id\": 3, \"title\": \"Sampler\", \"bounding\": [460, 140, 532.3638671875, 550], \"color\": \"#3f789e\", \"font_size\": 24, \"flags\": {}}], \"links\": [{\"id\": 142, \"origin_id\": 106, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 0, \"type\": \"NOISE\"}, {\"id\": 143, \"origin_id\": 103, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 1, \"type\": \"GUIDER\"}, {\"id\": 144, \"origin_id\": 480, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 2, \"type\": \"SAMPLER\"}, {\"id\": 145, \"origin_id\": 102, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 3, \"type\": \"SIGMAS\"}, {\"id\": 146, \"origin_id\": 113, \"origin_slot\": 0, \"target_id\": 104, \"target_slot\": 4, \"type\": \"LATENT\"}, {\"id\": 147, \"origin_id\": 104, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 0, \"type\": \"LATENT\"}, {\"id\": 148, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 1008, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 153, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 159, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 107, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 160, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 108, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 161, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 110, \"target_slot\": 0, \"type\": \"COMBO\"}, {\"id\": 162, \"origin_id\": -10, \"origin_slot\": 3, \"target_id\": 109, \"target_slot\": 1, \"type\": \"STRING\"}, {\"id\": 170, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 114, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 171, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 102, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 172, \"origin_id\": 114, \"origin_slot\": 0, \"target_id\": 113, \"target_slot\": 0, \"type\": \"INT\"}, {\"id\": 173, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 102, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 174, \"origin_id\": 114, \"origin_slot\": 1, \"target_id\": 113, \"target_slot\": 1, \"type\": \"INT\"}, {\"id\": 175, \"origin_id\": -10, \"origin_slot\": 4, \"target_id\": 111, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 186, \"origin_id\": -10, \"origin_slot\": 5, \"target_id\": 85, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 187, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 86, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 197, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 198, \"origin_id\": 125, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 201, \"origin_id\": 85, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 202, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 125, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 203, \"origin_id\": 126, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 1, \"type\": \"CONDITIONING\"}, {\"id\": 204, \"origin_id\": 1009, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 2, \"type\": \"CONDITIONING\"}, {\"id\": 205, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 206, \"origin_id\": 127, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 1, \"type\": \"LATENT\"}, {\"id\": 207, \"origin_id\": 109, \"origin_slot\": 0, \"target_id\": 128, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 208, \"origin_id\": 86, \"origin_slot\": 0, \"target_id\": 129, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 209, \"origin_id\": 111, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 210, \"origin_id\": 110, \"origin_slot\": 0, \"target_id\": 127, \"target_slot\": 1, \"type\": \"VAE\"}, {\"id\": 211, \"origin_id\": 128, \"origin_slot\": 0, \"target_id\": 126, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 212, \"origin_id\": 129, \"origin_slot\": 0, \"target_id\": 1009, \"target_slot\": 0, \"type\": \"CONDITIONING\"}, {\"id\": 218, \"origin_id\": 107, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 219, \"origin_id\": 108, \"origin_slot\": 0, \"target_id\": 131, \"target_slot\": 1, \"type\": \"CLIP\"}, {\"id\": 220, \"origin_id\": 131, \"origin_slot\": 1, \"target_id\": 109, \"target_slot\": 0, \"type\": \"CLIP\"}, {\"id\": 221, \"origin_id\": 131, \"origin_slot\": 0, \"target_id\": 103, \"target_slot\": 0, \"type\": \"MODEL\"}, {\"id\": 222, \"origin_id\": -10, \"origin_slot\": 6, \"target_id\": 131, \"target_slot\": 2, \"type\": \"COMBO\"}, {\"id\": 751, \"origin_id\": 1008, \"origin_slot\": 0, \"target_id\": 1011, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 752, \"origin_id\": 1011, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 753, \"origin_id\": -10, \"origin_slot\": 7, \"target_id\": 1011, \"target_slot\": 1, \"type\": \"INT\"}], \"extra\": {\"workflowRendererVersion\": \"LG\"}}, {\"id\": \"7aa6f2f0-5e57-46d0-a9db-a67993af3133\", \"version\": 1, \"state\": {\"lastGroupId\": 38, \"lastNodeId\": 1463, \"lastLinkId\": 926, \"lastRerouteId\": 0}, \"revision\": 0, \"config\": {}, \"name\": \"Lora Preview Format\", \"inputNode\": {\"id\": -10, \"bounding\": [177.4898492437577, 1576.2544477756178, 120, 100]}, \"outputNode\": {\"id\": -20, \"bounding\": [1869.6598469904088, 1576.2544477756178, 120, 60]}, \"inputs\": [{\"id\": \"66cc87b5-a2bc-4f07-853b-941552a26f02\", \"name\": \"image1\", \"type\": \"IMAGE\", \"linkIds\": [919], \"label\": \"Control1\", \"pos\": [277.4898492437577, 1596.2544477756178]}, {\"id\": \"33b968cd-5cf1-493f-a88f-a0753b379a6d\", \"name\": \"image2\", \"type\": \"IMAGE\", \"linkIds\": [920], \"label\": \"Control2\", \"pos\": [277.4898492437577, 1616.2544477756178]}, {\"id\": \"62f7d7af-0cab-4e86-a756-5579a185439a\", \"name\": \"image2_1\", \"type\": \"IMAGE\", \"linkIds\": [921], \"label\": \"Target\", \"pos\": [277.4898492437577, 1636.2544477756178]}], \"outputs\": [{\"id\": \"9cded853-ec7c-472a-9eb1-6b6742d56f06\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"linkIds\": [922], \"pos\": [1889.6598469904088, 1596.2544477756178]}], \"widgets\": [], \"nodes\": [{\"id\": 1459, \"type\": \"ImageStitch\", \"pos\": [914.7639763585485, 1353.2000360355673], \"size\": [270, 150], \"flags\": {}, \"order\": 1, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 919}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 916}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [918]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1461, \"type\": \"LoadImage\", \"pos\": [357.4898492437577, 1391.8540988062239], \"size\": [297.9127990869122, 326], \"flags\": {}, \"order\": 0, \"mode\": 0, \"inputs\": [], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [916]}, {\"localized_name\": \"MASK\", \"name\": \"MASK\", \"type\": \"MASK\", \"links\": null}], \"properties\": {\"Node name for S&R\": \"LoadImage\", \"cnr_id\": \"comfy-core\", \"ver\": \"0.3.50\", \"enableTabs\": false, \"tabWidth\": 65, \"tabXOffset\": 10, \"hasSecondTab\": false, \"secondTabText\": \"Send Back\", \"secondTabOffset\": 80, \"secondTabWidth\": 65, \"ue_properties\": {\"widget_ue_connectable\": {\"image\": true, \"upload\": true}}}, \"widgets_values\": [\"PlusSymbol.png\", \"image\"]}, {\"id\": 1462, \"type\": \"ImageStitch\", \"pos\": [1233.163271204647, 1521.9229849401593], \"size\": [270, 150], \"flags\": {}, \"order\": 3, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 918}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 920}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [917]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"right\", true, 0, \"white\"]}, {\"id\": 1460, \"type\": \"ImageStitch\", \"pos\": [1539.6598469904086, 1719.3088595156685], \"size\": [270, 150], \"flags\": {}, \"order\": 2, \"mode\": 0, \"inputs\": [{\"localized_name\": \"image1\", \"name\": \"image1\", \"type\": \"IMAGE\", \"link\": 917}, {\"localized_name\": \"image2\", \"name\": \"image2\", \"shape\": 7, \"type\": \"IMAGE\", \"link\": 921}], \"outputs\": [{\"localized_name\": \"IMAGE\", \"name\": \"IMAGE\", \"type\": \"IMAGE\", \"links\": [922]}], \"properties\": {\"Node name for S&R\": \"ImageStitch\"}, \"widgets_values\": [\"down\", true, 0, \"white\"]}], \"groups\": [], \"links\": [{\"id\": 916, \"origin_id\": 1461, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 917, \"origin_id\": 1462, \"origin_slot\": 0, \"target_id\": 1460, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 918, \"origin_id\": 1459, \"origin_slot\": 0, \"target_id\": 1462, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 919, \"origin_id\": -10, \"origin_slot\": 0, \"target_id\": 1459, \"target_slot\": 0, \"type\": \"IMAGE\"}, {\"id\": 920, \"origin_id\": -10, \"origin_slot\": 1, \"target_id\": 1462, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 921, \"origin_id\": -10, \"origin_slot\": 2, \"target_id\": 1460, \"target_slot\": 1, \"type\": \"IMAGE\"}, {\"id\": 922, \"origin_id\": 1460, \"origin_slot\": 0, \"target_id\": -20, \"target_slot\": 0, \"type\": \"IMAGE\"}], \"extra\": {}}]}, \"config\": {}, \"extra\": {\"frontendVersion\": \"1.41.21\", \"workflowRendererVersion\": \"LG\", \"VHS_latentpreview\": false, \"VHS_latentpreviewrate\": 0, \"VHS_MetadataImage\": true, \"VHS_KeepIntermediate\": true, \"ds\": {\"scale\": 0.7627768444385636, \"offset\": [579.2332871141491, -262.00185948148743]}}, \"version\": 0.4, \"seed_widgets\": {\"1457\": 6}}}",
+    "models": [
+      "flux-2-klein-9b-fp8.safetensors"
+    ],
+    "prompt": "replace the background in Image 1 with the scene in Image 2",
+    "sampler": "Euler",
+    "additionalResources": [
+      {
+        "name": "KleinBase9B_ReplaceScene.safetensors",
+        "type": "lora",
+        "strength": 1.5,
+        "strengthClip": 1
+      }
+    ]
+  },
+  "availability": "Public",
+  "hasMeta": true,
+  "hasPositivePrompt": true,
+  "onSite": false,
+  "remixOfId": null
+}

klein-9b/lora/Replace Scene [Klein 9B]/extra_data-vid_2829331/model_dict-mid_2517219-vid_2829331.json

@@ -0,0 +1,141 @@
+{
+  "id": 2517219,
+  "name": "Replace Scene [Klein 9B]",
+  "description": "<p>Allows you to replace the background scene in the first control image with the background scene depicted in the second control image.</p><p>This model is capable of reorienting the camera angle shown in the background to match the one in the original image, but for best results, try to have comparable framing &amp; camera angle.</p><pre><code>replace the background in Image 1 with the scene in Image 2</code></pre><p><strong>Model Comparisons:</strong></p><ul><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://civitai.com/models/2380153/copy-pose-qwen-and-klein\">Copy Pose</a> will preserve the subject and background in Control 1, while bringing the framing/pose of Control 2</p></li><li><p><a target=\"_blank\" rel=\"ugc\" href=\"https://civitai.com/models/2508392\">Replace Subject</a> will preserve the framing/pose and background in Control 1, while bringing the subject of Control 2</p></li><li><p><a rel=\"ugc\" href=\"https://civitai.com/models/2517219\">Replace Scene</a> will preserve the subject and pose in Control 1, while bringing the background scene of Control 2</p></li></ul><p><strong>California AB 2013 Training Data Disclosure</strong></p><ul><li><p>This LoRA was fine-tuned using visual data consisting entirely of synthetic still images. The training data may include copyrighted material owned by third parties. No training data was licensed or purchased. This LoRA is provided for non-commercial use only under the terms of its distribution.</p></li><li><p>The dataset consists of over 100 image sets (over 300 images total). This is the total used for training after low quality sets were culled. Dataset was created in 2026.</p></li><li><p>Image data was processed through standard resizing, cropping, normalization, and labeling steps. Synthetic images were included as part of the training dataset.</p></li><li><p>This model is intended for non-commercial, experimental, and educational use. Generated outputs may reflect copyrighted visual styles or themes associated with the underlying training data. Users are responsible for ensuring compliance with applicable copyright law, other intellectual property laws, and all other applicable laws.</p></li></ul><p></p>",
+  "allowNoCredit": true,
+  "allowCommercialUse": "{RentCivit,Rent}",
+  "allowDerivatives": true,
+  "allowDifferentLicense": true,
+  "type": "LORA",
+  "minor": false,
+  "sfwOnly": false,
+  "poi": false,
+  "nsfw": false,
+  "nsfwLevel": 3,
+  "availability": "Public",
+  "userId": 522807,
+  "cosmetic": null,
+  "supportsGeneration": true,
+  "stats": {
+    "downloadCount": 510,
+    "thumbsUpCount": 49,
+    "thumbsDownCount": 0,
+    "commentCount": 2,
+    "tippedAmountCount": 250
+  },
+  "creator": {
+    "username": "ReltivlyObjectv",
+    "image": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/217cc455-e16c-4896-b76a-66c5f795a1fd/width=96/ReltivlyObjectv.jpeg"
+  },
+  "tags": [
+    "tool"
+  ],
+  "modelVersions": [
+    {
+      "id": 2829331,
+      "index": 0,
+      "name": "Flux.2 Klein 9B (v1.0)",
+      "baseModel": "Flux.2 Klein 9B-base",
+      "baseModelType": "Standard",
+      "createdAt": "2026-04-04T07:15:24.708Z",
+      "publishedAt": "2026-04-04T09:32:36.904Z",
+      "status": "Published",
+      "availability": "Public",
+      "nsfwLevel": 3,
+      "trainedWords": [
+        "replace the background in Image 1 with the scene in Image 2"
+      ],
+      "covered": true,
+      "stats": {
+        "downloadCount": 511,
+        "thumbsUpCount": 49,
+        "thumbsDownCount": 0
+      },
+      "files": [
+        {
+          "id": 2715294,
+          "sizeKB": 80924.6953125,
+          "name": "KleinBase9B_ReplaceScene.safetensors",
+          "type": "Model",
+          "pickleScanResult": "Success",
+          "pickleScanMessage": "No Pickle imports",
+          "virusScanResult": "Success",
+          "virusScanMessage": null,
+          "scannedAt": "2026-04-04T07:20:27.780Z",
+          "metadata": {
+            "format": "SafeTensor"
+          },
+          "hashes": {
+            "AutoV1": "BD9815B2",
+            "AutoV2": "12020221C1",
+            "SHA256": "12020221C1C437E9D456AD041B7B23A181F011D21463BF8013EECD0E0E6FD28C",
+            "CRC32": "D60AEE15",
+            "BLAKE3": "2583ABCDC35BA402174563AC3274C709726D8A76B448F0C20F865E29C936EA03",
+            "AutoV3": "B50D1D289CB8"
+          },
+          "downloadUrl": "https://civitai.com/api/download/models/2829331",
+          "primary": true
+        }
+      ],
+      "images": [
+        {
+          "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7c3ada52-aa4a-45b3-9735-3ed35aea82cc/original=true/126367588.jpeg",
+          "nsfwLevel": 2,
+          "width": 1920,
+          "height": 2944,
+          "hash": "U9Jtq+T1t@xcEY9KDS%yIq%4-jot^|--V?IB",
+          "type": "image",
+          "minor": false,
+          "poi": false,
+          "hasMeta": true,
+          "hasPositivePrompt": true,
+          "onSite": false,
+          "remixOfId": null
+        },
+        {
+          "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/33a973b4-cc03-46de-9bae-ea286b00a9ff/original=true/126367594.jpeg",
+          "nsfwLevel": 1,
+          "width": 2148,
+          "height": 3172,
+          "hash": "U6D+oBnN00xu4-NGs;e:~q-p4nn$-oV[^*NG",
+          "type": "image",
+          "minor": false,
+          "poi": false,
+          "hasMeta": true,
+          "hasPositivePrompt": true,
+          "onSite": false,
+          "remixOfId": null
+        },
+        {
+          "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/fe0c6fca-b990-4762-bc3b-14c8b9dd51c4/original=true/126367595.jpeg",
+          "nsfwLevel": 2,
+          "width": 5872,
+          "height": 8671,
+          "hash": "U4AdWR4aE1%d4sDoD*x[.TV}DjIA4TocV?V[",
+          "type": "image",
+          "minor": false,
+          "poi": false,
+          "hasMeta": true,
+          "hasPositivePrompt": true,
+          "onSite": false,
+          "remixOfId": null
+        },
+        {
+          "url": "https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6665bc83-c5ad-40af-b98e-9ea9a4541464/original=true/126367590.jpeg",
+          "nsfwLevel": 1,
+          "width": 2148,
+          "height": 3172,
+          "hash": "UE9@-WyDIUVruPSjM|Rj#+s=NIozksV_rrof",
+          "type": "image",
+          "minor": false,
+          "poi": false,
+          "hasMeta": true,
+          "hasPositivePrompt": true,
+          "onSite": false,
+          "remixOfId": null
+        }
+      ],
+      "downloadUrl": "https://civitai.com/api/download/models/2829331"
+    }
+  ]
+}

klein-9b/lora/Replace Subject [Klein 4B & 9B]/extra_data-vid_2819585/model_dict-mid_2508392-vid_2819585.json

@@ -17,10 +17,10 @@
   "cosmetic": null,
   "supportsGeneration": true,
   "stats": {
-    "downloadCount": 1173,
-    "thumbsUpCount": 95,
+    "downloadCount": 1250,
+    "thumbsUpCount": 102,
     "thumbsDownCount": 0,
-    "commentCount": 0,
+    "commentCount": 8,
     "tippedAmountCount": 150
   },
   "creator": {
@@ -50,8 +50,8 @@
       ],
       "covered": true,
       "stats": {
-        "downloadCount": 1029,
-        "thumbsUpCount": 95,
+        "downloadCount": 1095,
+        "thumbsUpCount": 101,
         "thumbsDownCount": 0
       },
       "files": [
@@ -76,7 +76,7 @@
             "BLAKE3": "1ECFDE84D1294885EB29E7E6CBAD17E0489D5AE5D5F496AF492930E224A8DA1B",
             "AutoV3": "72AED3035219"
           },
-          "downloadUrl": "https://civitai.red/api/download/models/2819585",
+          "downloadUrl": "https://civitai.com/api/download/models/2819585",
           "primary": true
         }
       ],
@@ -166,7 +166,7 @@
           "remixOfId": null
         }
       ],
-      "downloadUrl": "https://civitai.red/api/download/models/2819585"
+      "downloadUrl": "https://civitai.com/api/download/models/2819585"
     },
     {
       "id": 2820876,
@@ -186,8 +186,8 @@
       ],
       "covered": true,
       "stats": {
-        "downloadCount": 144,
-        "thumbsUpCount": 5,
+        "downloadCount": 157,
+        "thumbsUpCount": 7,
         "thumbsDownCount": 0
       },
       "files": [
@@ -212,7 +212,7 @@
             "BLAKE3": "6B6B7DCEADE6206D0653B0C271D82B36A5086EF0BE0617252C7BAD84E13F96E3",
             "AutoV3": "FBE42D3C5D7C"
           },
-          "downloadUrl": "https://civitai.red/api/download/models/2820876",
+          "downloadUrl": "https://civitai.com/api/download/models/2820876",
           "primary": true
         }
       ],
@@ -302,7 +302,7 @@
           "remixOfId": null
         }
       ],
-      "downloadUrl": "https://civitai.red/api/download/models/2820876"
+      "downloadUrl": "https://civitai.com/api/download/models/2820876"
     }
   ]
 }