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"comfy-core", "ver": "0.3.56", "Node name for S&R": "EmptyLatentImage" }, "widgets_values": [ 1024, 1024, 1 ] }, { "id": 73, "type": "SaveImage", "pos": [ 500, 1670 ], "size": [ 985.2999877929688, 1060.3800048828125 ], "flags": {}, "order": 38, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 123 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56" }, "widgets_values": [ "ComfyUI" ] }, { "id": 90, "type": "CLIPTextEncode", "pos": [ -330, 1580 ], "size": [ 422.8500061035156, 164.30999755859375 ], "flags": {}, "order": 20, "mode": 4, "inputs": [ { "name": "clip", "type": "CLIP", "link": 146 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 131, 149 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "A man dressed fashionably stands on the forest." ], "color": "#232", "bgcolor": 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-630, 2330 ], "size": [ 274.080078125, 314.00006103515625 ], "flags": {}, "order": 4, "mode": 4, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 143 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "LoadImage" }, "widgets_values": [ "ComfyUI_01035_.png", "image" ] }, { "id": 76, "type": "LoraLoaderModelOnly", "pos": [ -690, 1730 ], "size": [ 315, 82 ], "flags": {}, "order": 19, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 124 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 144 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "LoraLoaderModelOnly", "models": [ { "name": "uso-flux1-dit-lora-v1.safetensors", "url": "https://huggingface.co/Comfy-Org/USO_1.0_Repackaged/resolve/main/split_files/loras/uso-flux1-dit-lora-v1.safetensors", "directory": "loras" } ] }, "widgets_values": [ "uso-flux1-dit-lora-v1.safetensors", 1 ] }, { "id": 75, "type": "ModelPatchLoader", "pos": [ -690, 1870 ], "size": [ 315, 58 ], "flags": {}, "order": 5, "mode": 4, "inputs": [], "outputs": [ { "name": "MODEL_PATCH", "type": "MODEL_PATCH", "links": [ 138, 145 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "ModelPatchLoader", "models": [ { "name": "uso-flux1-projector-v1.safetensors", "url": "https://huggingface.co/Comfy-Org/USO_1.0_Repackaged/resolve/main/split_files/model_patches/uso-flux1-projector-v1.safetensors", "directory": "model_patches" } ] }, "widgets_values": [ "uso-flux1-projector-v1.safetensors" ] }, { "id": 74, "type": "CLIPVisionLoader", "pos": [ -690, 1980 ], "size": [ 315, 58 ], "flags": {}, "order": 6, "mode": 4, "inputs": [], "outputs": [ { "name": "CLIP_VISION", "type": "CLIP_VISION", "links": [ 135, 142 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "CLIPVisionLoader", "models": [ { "name": "sigclip_vision_patch14_384.safetensors", "url": "https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors", "directory": "clip_vision" } ] }, "widgets_values": [ "sigclip_vision_patch14_384.safetensors" ] }, { "id": 100, "type": "MarkdownNote", "pos": [ 310, 860 ], "size": [ 230, 170 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [], "title": "About Style reference", "properties": {}, "widgets_values": [ "The output image will reference the style from the images you uploaded. \n\nYou can disable all reference image inputs and use this workflow as a subject-driven image generation workflow.\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 101, "type": "MarkdownNote", "pos": [ -1000, 1540 ], "size": [ 280, 88 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "title": "Note", "properties": {}, "widgets_values": [ "This workflow only uses style reference." ], "color": "#432", "bgcolor": "#653" }, { "id": 107, "type": "MarkdownNote", "pos": [ 160, 2320 ], "size": [ 280, 88 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [], "title": "Note", "properties": {}, "widgets_values": [ "You can also bypass the whole Style Reference group and use this workflow as a text-to-image workflow.\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 56, "type": "74d27e51-9780-451f-9dde-8bf303d00011", "pos": [ 20, 550 ], "size": [ 270, 118 ], "flags": {}, "order": 31, "mode": 4, "inputs": [ { "name": "clip_vision", "type": "CLIP_VISION", "link": 97 }, { "name": "image", "type": "IMAGE", "link": 98 }, { "name": "model", "type": "MODEL", "link": 96 }, { "name": "model_patch", "type": "MODEL_PATCH", "link": 100 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 159 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56" }, "widgets_values": [ "center" ] }, { "id": 47, "type": "LoadImage", "pos": [ -670, 570 ], "size": [ 274.080078125, 314.00006103515625 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 171 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "LoadImage" }, "widgets_values": [ "0_3 (3).png", "image" ] }, { "id": 53, "type": "LoadImage", "pos": [ -320, 720 ], "size": [ 274.080078125, 314.00006103515625 ], "flags": {}, "order": 11, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 92 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "LoadImage" }, "widgets_values": [ "flux_krea_00144_.png", "image" ] }, { "id": 55, "type": "581ab310-5783-4e50-b220-4d94035eb469", "pos": [ -320, 560 ], "size": [ 270, 120 ], "flags": {}, "order": 27, "mode": 0, "inputs": [ { "name": "clip_vision", "type": "CLIP_VISION", "link": 91 }, { "name": "image", "type": "IMAGE", "link": 92 }, { "name": "model", "type": "MODEL", "link": 99 }, { "name": "model_patch", "type": "MODEL_PATCH", "link": 94 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 96 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56" }, "widgets_values": [ "center" ] }, { "id": 97, "type": "MarkdownNote", "pos": [ -690, 1120 ], "size": [ 340, 240 ], "flags": {}, "order": 12, "mode": 0, "inputs": [], "outputs": [], "title": "About ImageScaleToMaxDimension", "properties": {}, "widgets_values": [ "Different largest_size values affect how much the character features from the reference image are retained in the final output image.\n\n512px is the recommendation from the UXO team, as it preserves more character features.\n\nHowever, tests also show that if you only use images of the character's head as input, the final output image often has issues like the character taking up too much space. Setting it to 1024px gives much better results.\n\nSo please use different size settings based on the characteristics of your input image to get the best output." ], "color": "#432", "bgcolor": "#653" }, { "id": 6, "type": "CLIPTextEncode", "pos": [ -330, -130 ], "size": [ 422.8500061035156, 164.30999755859375 ], "flags": {}, "order": 23, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 45 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 72, 102 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "A European girl with a heartfelt smile. She is immersed in a vast, endless field of blooming flowers under a perfect summer sky." ], "color": "#232", "bgcolor": "#353" }, { "id": 57, "type": "805a5f96-6fdd-45a4-a1f3-623234fa734f", "pos": [ -190, 130 ], "size": [ 280, 78 ], "flags": {}, "order": 30, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 102 }, { "name": "latent", "type": "LATENT", "link": 103 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 104 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56" }, "widgets_values": [ 3.5 ] }, { "id": 30, "type": "CheckpointLoaderSimple", "pos": [ -690, -90 ], "size": [ 315, 98 ], "flags": {}, "order": 13, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 62 ] }, { "name": "CLIP", "type": "CLIP", "slot_index": 1, "links": [ 45 ] }, { "name": "VAE", "type": "VAE", "slot_index": 2, "links": [ 46, 78 ] } ], "properties": { "cnr_id": "comfy-core", "ver": 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"0.3.56", "Node name for S&R": "ConditioningZeroOut" }, "widgets_values": [] }, { "id": 8, "type": "VAEDecode", "pos": [ 540, -30 ], "size": [ 210, 46 ], "flags": {}, "order": 37, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 52 }, { "name": "vae", "type": "VAE", "link": 46 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 9 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "VAEDecode" }, "widgets_values": [] }, { "id": 109, "type": "ImageScaleToMaxDimension", "pos": [ -670, 950 ], "size": [ 281.2027282714844, 82 ], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 171 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 172 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "ImageScaleToMaxDimension" }, "widgets_values": [ "area", 512 ] }, { "id": 31, "type": "KSampler", "pos": [ 180, -30 ], "size": [ 315, 474 ], "flags": {}, "order": 35, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 160 }, { "name": "positive", "type": "CONDITIONING", "link": 104 }, { "name": "negative", "type": "CONDITIONING", "link": 73 }, { "name": "latent_image", "type": "LATENT", "link": 173 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 52 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "KSampler" }, "widgets_values": [ 1058487910949722, "fixed", 20, 1, "euler", "simple", 1 ] }, { "id": 9, "type": "SaveImage", "pos": [ 590, 80 ], "size": [ 940, 1000 ], "flags": {}, "order": 39, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 9 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56" }, "widgets_values": [ "ComfyUI" ] }, { "id": 102, "type": "MarkdownNote", "pos": [ -1250, -170 ], "size": [ 530, 510 ], "flags": {}, "order": 16, "mode": 0, "inputs": [], "outputs": [], "title": "Model links", "properties": {}, "widgets_values": [ "[tutorial](http://docs.comfy.org/tutorials/flux/flux-1-uso) | [ꕙē؋](http://docs.comfy.org/zh-CN/tutorials/flux/flux-1-uso)\n\n**checkpoints**\n\n- [flux1-dev-fp8.safetensors](https://huggingface.co/Comfy-Org/flux1-dev/resolve/main/flux1-dev-fp8.safetensors)\n\n\n\n**loras**\n\n- [uso-flux1-dit-lora-v1.safetensors](https://huggingface.co/Comfy-Org/USO_1.0_Repackaged/resolve/main/split_files/loras/uso-flux1-dit-lora-v1.safetensors)\n\n**model_patches**\n\n- [uso-flux1-projector-v1.safetensors](https://huggingface.co/Comfy-Org/USO_1.0_Repackaged/resolve/main/split_files/model_patches/uso-flux1-projector-v1.safetensors)\n\n**clip_visions**\n- [sigclip_vision_patch14_384.safetensors](https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors)\n\nModel Location\n\n```\nšŸ“‚ ComfyUI/\nā”œā”€ā”€ šŸ“‚ models/\nā”‚ ā”œā”€ā”€ šŸ“‚ checkpoints/\nā”‚ ā”‚ ā””ā”€ā”€ flux1-dev-fp8.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ loras/\nā”‚ ā”‚ ā””ā”€ā”€ uso-flux1-dit-lora-v1.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ model_patches/\nā”‚ ā”‚ ā””ā”€ā”€ uso-flux1-projector-v1.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ clip_visions/\nā”‚ ā”‚ ā””ā”€ā”€ sigclip_vision_patch14_384.safetensors\n```\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 96, "type": "MarkdownNote", "pos": [ 540, -210 ], "size": [ 390, 140 ], "flags": {}, "order": 17, "mode": 0, "inputs": [], "outputs": [], "title": "About EasyCache", "properties": {}, "widgets_values": [ "The EasyCache node will maintain a `cumulative_change_rate`. When this value is lower than the `reuse_threshold`, it skips the current step and uses the cached result.\n\nThis node can reduce inference time, but it also sacrifices some quality and details. 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