{ "id": "91f6bbe2-ed41-4fd6-bac7-71d5b5864ecb", "revision": 0, "last_node_id": 107, "last_link_id": 185, "nodes": [ { "id": 71, "type": "LoadImage", "pos": [ -70, 635 ], "size": [ 274.080078125, 314.00006103515625 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 140 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "LoadImage", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ "Zoomable image (3).jpg", "image" ] }, { "id": 7, "type": "CLIPTextEncode", "pos": [ 300, 380 ], "size": [ 460, 140 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 75 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 152 ] } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ " " ], "color": "#223", "bgcolor": "#335" }, { "id": 38, "type": "CLIPLoader", "pos": [ -120, 130 ], "size": [ 380, 106 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "slot_index": 0, "links": [ 74, 75 ] } ], "properties": { "Node name for S&R": "CLIPLoader", "cnr_id": "comfy-core", "ver": "0.3.51", "models": [ { "name": "qwen_2.5_vl_7b_fp8_scaled.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors", "directory": "text_encoders" } ] }, "widgets_values": [ "qwen_2.5_vl_7b_fp8_scaled.safetensors", "qwen_image", "default" ] }, { "id": 39, "type": "VAELoader", "pos": [ -120, 290 ], "size": [ 380, 58 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "slot_index": 0, "links": [ 76, 144, 153 ] } ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "ver": "0.3.51", "models": [ { "name": "qwen_image_vae.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors", "directory": "vae" } ] }, "widgets_values": [ "qwen_image_vae.safetensors" ] }, { "id": 84, "type": "ControlNetLoader", "pos": [ -120, 400 ], "size": [ 380, 58 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "CONTROL_NET", "type": "CONTROL_NET", "links": [ 150 ] } ], "properties": { "Node name for S&R": "ControlNetLoader", "cnr_id": "comfy-core", "ver": "0.3.51", "models": [ { "name": "Qwen-Image-InstantX-ControlNet-Union.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets/resolve/main/split_files/controlnet/Qwen-Image-InstantX-ControlNet-Union.safetensors", "directory": "controlnet" } ] }, "widgets_values": [ "Qwen-Image-InstantX-ControlNet-Union.safetensors" ] }, { "id": 37, "type": "UNETLoader", "pos": [ -120, 0 ], "size": [ 380, 82 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 145 ] } ], "properties": { "Node name for S&R": "UNETLoader", "cnr_id": "comfy-core", "ver": "0.3.51", "models": [ { "name": "qwen_image_fp8_e4m3fn.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_fp8_e4m3fn.safetensors", "directory": "diffusion_models" } ] }, "widgets_values": [ "qwen_image_fp8_e4m3fn.safetensors", "default" ] }, { "id": 66, "type": "ModelSamplingAuraFlow", "pos": [ 800, 10 ], "size": [ 310, 58 ], "flags": {}, "order": 18, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 149 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 156 ] } ], "properties": { "Node name for S&R": "ModelSamplingAuraFlow", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ 3.1000000000000005 ] }, { "id": 8, "type": "VAEDecode", "pos": [ 1150, 480 ], "size": [ 310, 46 ], "flags": {}, "order": 22, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 128 }, { "name": "vae", "type": "VAE", "link": 76 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 110 ] } ], "properties": { "Node name for S&R": "VAEDecode", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [] }, { "id": 68, "type": "Note", "pos": [ 810, -140 ], "size": [ 310, 90 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Increase the shift if you get too many blury/dark/bad images. Decrease if you want to try increasing detail." ], "color": "#432", "bgcolor": "#653" }, { "id": 86, "type": "Note", "pos": [ 1150, 580 ], "size": [ 307.4002380371094, 127.38092803955078 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Set cfg to 1.0 for a speed boost at the cost of consistency. Samplers like res_multistep work pretty well at cfg 1.0\n\nThe official number of steps is 50 but I think that's too much. Even just 10 steps seems to work." ], "color": "#432", "bgcolor": "#653" }, { "id": 79, "type": "MarkdownNote", "pos": [ 1160, 770 ], "size": [ 310, 140 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [], "title": "KSampler settings", "properties": {}, "widgets_values": [ "You can test and find the best setting by yourself. The following table is for reference.\n\n| model | steps | cfg |\n|---------------------|---------------|---------------|\n| fp8_e4m3fn | 20 | 2.5 |\n| fp8_e4m3fn + 4 Steps lightning LoRA | 4 | 1.0 |\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 75, "type": "ImageScaleToTotalPixels", "pos": [ -60, 995 ], "size": [ 270, 82 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 140 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 143, 183 ] } ], "properties": { "Node name for S&R": "ImageScaleToTotalPixels", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ "area", 1.68 ] }, { "id": 107, "type": "MarkdownNote", "pos": [ 320, 840 ], "size": [ 410, 110 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "title": "About Lotus Depth", "properties": {}, "widgets_values": [ "\"It's a subgraph. Double-click on the node or click the icon on the top-left to learn how it works.\n\nYou can use any SD1.5 VAE.\n\nOr you can use the canny node if you want to use the canny control.\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 72, "type": "Canny", "pos": [ 320, 1000 ], "size": [ 240, 90 ], "flags": {}, "order": 9, "mode": 4, "inputs": [ { "name": "image", "type": "IMAGE", "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [] } ], "properties": { "Node name for S&R": "Canny", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ 0.1, 0.2 ] }, { "id": 85, "type": "ControlNetApplyAdvanced", "pos": [ 820, 620 ], "size": [ 220, 186 ], "flags": {}, "order": 20, "mode": 0, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 151 }, { "name": "negative", "type": "CONDITIONING", "link": 152 }, { "name": "control_net", "type": "CONTROL_NET", "link": 150 }, { "name": "image", "type": "IMAGE", "link": 185 }, { "name": "vae", "shape": 7, "type": "VAE", "link": 153 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "links": [ 154 ] }, { "name": "negative", "type": "CONDITIONING", "links": [ 155 ] } ], "properties": { "Node name for S&R": "ControlNetApplyAdvanced", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ 1, 0, 1 ] }, { "id": 106, "type": "ef3b4b73-ce32-4a60-a60e-d7f278bf6b14", "pos": [ 320, 640 ], "size": [ 400, 150 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 183 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 184, 185 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ "vae-ft-mse-840000-ema-pruned.safetensors", "lotus-depth-d-v1-1.safetensors", 10000, "euler" ] }, { "id": 76, "type": "VAEEncode", "pos": [ 880, 290 ], "size": [ 140, 46 ], "flags": { "collapsed": false }, "order": 16, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 143 }, { "name": "vae", "type": "VAE", "link": 144 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 142 ] } ], "properties": { "Node name for S&R": "VAEEncode", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [] }, { "id": 73, "type": "PreviewImage", "pos": [ 820, 850 ], "size": [ 230, 258 ], "flags": {}, "order": 19, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 184 } ], "outputs": [], "properties": { "Node name for S&R": "PreviewImage", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [] }, { "id": 80, "type": "LoraLoaderModelOnly", "pos": [ 320, -10 ], "size": [ 430, 82 ], "flags": {}, "order": 15, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 145 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 149 ] } ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "cnr_id": "comfy-core", "ver": "0.3.51", "models": [ { "name": "Qwen-Image-Lightning-4steps-V1.0.safetensors", "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0.safetensors", "directory": "loras" } ] }, "widgets_values": [ "Qwen-Image-Lightning-4steps-V1.0.safetensors", 1 ] }, { "id": 3, "type": "KSampler", "pos": [ 1150, 0 ], "size": [ 310, 430 ], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 156 }, { "name": "positive", "type": "CONDITIONING", "link": 154 }, { "name": "negative", "type": "CONDITIONING", "link": 155 }, { "name": "latent_image", "type": "LATENT", "link": 142 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 128 ] } ], "properties": { "Node name for S&R": "KSampler", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ 452179129219851, "randomize", 20, 2.5, "euler", "simple", 1 ] }, { "id": 60, "type": "SaveImage", "pos": [ 1510, 0 ], "size": [ 970, 1030 ], "flags": {}, "order": 23, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 110 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ "ComfyUI" ] }, { "id": 78, "type": "MarkdownNote", "pos": [ -690, -50 ], "size": [ 540, 630 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [], "title": "Model links", "properties": { "widget_ue_connectable": {} }, "widgets_values": [ "[Tutorial](https://docs.comfy.org/tutorials/image/qwen/qwen-image) | [ꕙē؋](https://docs.comfy.org/zh-CN/tutorials/image/qwen/qwen-image)\n\n\n## Model links\n\nYou can find all the models on [Huggingface](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/tree/main) or [Modelscope](https://modelscope.cn/models/Comfy-Org/Qwen-Image_ComfyUI/files)\n\n**Diffusion model**\n\n- [qwen_image_fp8_e4m3fn.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_fp8_e4m3fn.safetensors)\n\n**ControlNet**\n\n- [Qwen-Image-InstantX-ControlNet-Union.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets/resolve/main/split_files/controlnet/Qwen-Image-InstantX-ControlNet-Union.safetensors)\n\n\n**LoRA**\n\n- [Qwen-Image-Lightning-4steps-V1.0.safetensors](https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0.safetensors)\n\n**Text encoder**\n\n- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)\n\n**VAE**\n\n- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)\n\n\nModel Storage Location\n\n```\nšŸ“‚ ComfyUI/\nā”œā”€ā”€ šŸ“‚ models/\nā”‚ ā”œā”€ā”€ šŸ“‚ diffusion_models/\nā”‚ ā”‚ ā”œā”€ā”€ qwen_image_fp8_e4m3fn.safetensors\nā”‚ ā”‚ ā””ā”€ā”€ qwen_image_distill_full_fp8_e4m3fn.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ loras/\nā”‚ ā”‚ ā””ā”€ā”€ Qwen-Image-Lightning-8steps-V1.0.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ controlnet/ \nā”‚ ā”‚ ā””ā”€ā”€ Qwen-Image-InstantX-ControlNet-Union.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ vae/\nā”‚ ā”‚ ā””ā”€ā”€ qwen_image_vae.safetensors\nā”‚ ā””ā”€ā”€ šŸ“‚ text_encoders/\nā”‚ ā””ā”€ā”€ qwen_2.5_vl_7b_fp8_scaled.safetensors\n```\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 105, "type": "MarkdownNote", "pos": [ -680, 630 ], "size": [ 530, 250 ], "flags": {}, "order": 11, "mode": 0, "inputs": [], "outputs": [], "title": "Lotus Depth", "properties": {}, "widgets_values": [ "**Diffusion Model**\n\nDownload [lotus-depth-d-v1-1.safetensors](https://huggingface.co/Comfy-Org/lotus/resolve/main/lotus-depth-d-v1-1.safetensors) \n and place it in **ComfyUI/models/diffusion_models**\n\n**VAE Model**\n\nDownload [vae-ft-mse-840000-ema-pruned.safetensors](https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors) and place it in **ComfyUI/models/vae** or you can use any SD1.5 VAE if you prefer.\n\n\n```\nComfyUI/\nā”œā”€ā”€ models/\nā”‚ ā”œā”€ā”€ diffusion_models/\nā”‚ ā”‚ ā””ā”€ā”€ā”€ lotus-depth-d-v1-1.safetensors\nā”‚ ā””ā”€ā”€ vae/\nā”‚ ā””ā”€ā”€ lvae-ft-mse-840000-ema-pruned.safetensors\n```\n\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 6, "type": "CLIPTextEncode", "pos": [ 300, 170 ], "size": [ 460, 164.31304931640625 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 74 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 151 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.51" }, "widgets_values": [ "Post-apocalyptic style clothing, long wavy hair, rough texture, exotic woman, tattered coarse-woven linen fabric, wearing a hood, mechanical aesthetics, mainly in dark gray tones, low-saturation earthy yellow, sense of impact and rebellion, doomsday aesthetics, grotesque aesthetics, works of art, backlighting, film photography, professional photography works, clear visible face, emotional and atmospheric dynamic photography, Fujichrome color positive film, shot with a 17mm Hasselblad ultra-wide-angle lens, f/1.2 large aperture, side backlighting, artistic light, hair light, Rembrandt light, 8K high-definition image quality, delicate real human skin texture." ], "color": "#232", "bgcolor": "#353" } ], "links": [ [ 74, 38, 0, 6, 0, "CLIP" ], [ 75, 38, 0, 7, 0, "CLIP" ], [ 76, 39, 0, 8, 1, "VAE" ], [ 110, 8, 0, 60, 0, "IMAGE" ], [ 128, 3, 0, 8, 0, "LATENT" ], [ 140, 71, 0, 75, 0, "IMAGE" ], [ 142, 76, 0, 3, 3, "LATENT" ], [ 143, 75, 0, 76, 0, "IMAGE" ], [ 144, 39, 0, 76, 1, "VAE" ], [ 145, 37, 0, 80, 0, "MODEL" ], [ 149, 80, 0, 66, 0, "MODEL" ], [ 150, 84, 0, 85, 2, "CONTROL_NET" ], [ 151, 6, 0, 85, 0, "CONDITIONING" ], [ 152, 7, 0, 85, 1, "CONDITIONING" ], [ 153, 39, 0, 85, 4, "VAE" ], [ 154, 85, 0, 3, 1, "CONDITIONING" ], [ 155, 85, 1, 3, 2, "CONDITIONING" ], [ 156, 66, 0, 3, 0, "MODEL" ], [ 183, 75, 0, 106, 0, "IMAGE" ], [ 184, 106, 0, 73, 0, "IMAGE" ], [ 185, 106, 0, 85, 3, "IMAGE" ] ], "groups": [ { "id": 1, "title": "Step 1 - Upload models", "bounding": [ -130, -80, 400, 610 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 2, "title": "Step 2 - Upload reference image", "bounding": [ -130, 550, 400, 550 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 3, "title": "Image processing and applying ControlNet", "bounding": [ 290, 550, 810, 550 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 4, "title": "Step 3 - Prompt", "bounding": [ 290, 100, 490, 430 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 5, "title": "4 steps lightning LoRA", "bounding": [ 290, -80, 490, 160 ], "color": "#3f789e", "font_size": 24, "flags": {} } ], "definitions": { "subgraphs": [ { "id": "ef3b4b73-ce32-4a60-a60e-d7f278bf6b14", "version": 1, "state": { "lastGroupId": 6, "lastNodeId": 105, "lastLinkId": 186, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Lotus Depth", "inputNode": { "id": -10, "bounding": [ -420, 1753, 120, 140 ] }, "outputNode": { "id": -20, "bounding": [ 1045.2000122070312, 1753, 120, 60 ] }, "inputs": [ { "id": "b946d075-34dd-429b-bbf4-46aa4c693ce1", "name": "pixels", "type": "IMAGE", "linkIds": [ 175 ], "localized_name": "pixels", "pos": { "0": -320, "1": 1773 } }, { "id": "25d3c1a2-cf9a-4785-8032-4cd13e275b02", "name": "vae_name", "type": "COMBO", "linkIds": [ 183 ], "pos": { "0": -320, "1": 1793 } }, { "id": "51418d0c-a7be-46cb-b995-aefc0c41133a", "name": "unet_name", "type": "COMBO", "linkIds": [ 184 ], "pos": { "0": -320, "1": 1813 } }, { "id": "e1521e97-d7b7-4b40-8d2c-37aa4938a67a", "name": "sigma", "type": "FLOAT", "linkIds": [ 185 ], "pos": { "0": -320, "1": 1833 } }, { "id": "4599e2fd-50fe-428b-88eb-f45862e22153", "name": "sampler_name", "type": "COMBO", "linkIds": [ 186 ], "pos": { "0": -320, "1": 1853 } } ], "outputs": [ { "id": "6889d480-8282-4e52-935b-952a148b23b7", "name": "IMAGE", "type": "IMAGE", "linkIds": [ 179, 182 ], "localized_name": "IMAGE", "pos": { "0": 1065.199951171875, "1": 1773 } } ], "widgets": [], "nodes": [ { "id": 92, "type": "SamplerCustomAdvanced", "pos": [ 630, 1570 ], "size": [ 355.20001220703125, 326 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "localized_name": "noise", "name": "noise", "type": "NOISE", "link": 164 }, { "localized_name": "guider", "name": "guider", "type": "GUIDER", "link": 165 }, { "localized_name": "sampler", "name": "sampler", "type": "SAMPLER", "link": 166 }, { "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS", "link": 167 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 168 } ], "outputs": [ { "localized_name": "output", "name": "output", "type": "LATENT", "slot_index": 0, "links": [ 171 ] }, { "localized_name": "denoised_output", "name": "denoised_output", 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