{ "id": "91f6bbe2-ed41-4fd6-bac7-71d5b5864ecb", "revision": 0, "last_node_id": 113, "last_link_id": 198, "nodes": [ { "id": 78, "type": "MarkdownNote", "pos": [ -690, -50 ], "size": [ 540, 630 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [], "title": "Model links", "properties": { "widget_ue_connectable": {} }, "widgets_values": [ "[Tutorial](https://docs.comfy.org/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": "#000" }, { "id": 112, "type": "f8e756aa-94b4-4c02-943d-2e7910344622", "pos": [ 266, -50 ], "size": [ 260, 60 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 197 }, { "label": "depth_intensity", "name": "sigma", "type": "FLOAT", "widget": { "name": "sigma" }, "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 195, 196 ] } ], "properties": { "proxyWidgets": [ [ "-1", "sigma" ] ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.7.0" }, "widgets_values": [ 999.0000000000002 ] }, { "id": 71, "type": "LoadImage", "pos": [ -50.080078125, -50 ], "size": [ 274.080078125, 314.00006103515625 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 198 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "LoadImage" }, "widgets_values": [ "image_qwen_image_instantx_controlnet_input_image.jpg", "image" ] }, { "id": 60, "type": "SaveImage", "pos": [ 1000, -50 ], "size": [ 660, 470 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 193 } ], "outputs": [], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "SaveImage" }, "widgets_values": [ "ComfyUI" ] }, { "id": 73, "type": "PreviewImage", "pos": [ 270, 70 ], "size": [ 250, 310 ], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 195 } ], "outputs": [], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "PreviewImage" }, "widgets_values": [] }, { "id": 113, "type": "FluxKontextImageScale", "pos": [ -20, 330 ], "size": [ 194.9458984375, 26 ], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 198 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 197 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.7.0", "Node name for S&R": "FluxKontextImageScale" }, "widgets_values": [] }, { "id": 111, "type": "0e306186-0dda-4b49-bfcb-98cab32901d9", "pos": [ 568, -50 ], "size": [ 390, 470 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "label": "control_image", "name": "image", "type": "IMAGE", "link": 196 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 193 ] } ], "properties": { "proxyWidgets": [ [ "6", "text" ], [ "3", "seed" ], [ "3", "control_after_generate" ], [ "-1", "strength" ] ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.7.0" }, "widgets_values": [ null, null, null, 1 ] }, { "id": 105, "type": "MarkdownNote", "pos": [ -680, 630 ], "size": [ 530, 250 ], "flags": {}, "order": 2, "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": "#000" } ], "links": [ [ 193, 111, 0, 60, 0, "IMAGE" ], [ 195, 112, 0, 73, 0, "IMAGE" ], [ 196, 112, 0, 111, 0, "IMAGE" ], [ 197, 113, 0, 112, 0, "IMAGE" ], [ 198, 71, 0, 113, 0, "IMAGE" ] ], "groups": [], "definitions": { "subgraphs": [ { "id": "0e306186-0dda-4b49-bfcb-98cab32901d9", "version": 1, "state": { "lastGroupId": 5, "lastNodeId": 108, "lastLinkId": 190, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "ControlNet (Qwen-Image InstantX Union)", "inputNode": { "id": -10, "bounding": [ -310, 288, 120, 80 ] }, "outputNode": { "id": -20, "bounding": [ 1200, 298, 120, 60 ] }, "inputs": [ { "id": "ae68a3c5-c788-4a4b-bdbc-84a80e3694b9", "name": "image", "type": "IMAGE", "linkIds": [ 188, 189 ], "localized_name": "image", "label": "control_image", "pos": [ -210, 308 ] }, { "id": "a8c73330-30f6-493f-9994-0d4afcfb14a3", "name": "strength", "type": "FLOAT", "linkIds": [ 190 ], "pos": [ -210, 328 ] } ], "outputs": [ { "id": "b35d4d71-00d5-489c-be0e-bb29e3d447c9", "name": "IMAGE", "type": "IMAGE", "linkIds": [ 110 ], "localized_name": "IMAGE", "pos": [ 1220, 318 ] } ], "widgets": [], "nodes": [ { "id": 7, "type": "CLIPTextEncode", "pos": [ 300, 380 ], "size": [ 460, 140 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 75 } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 152 ] } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "" ], "color": "#223", "bgcolor": "#335" }, { "id": 38, "type": "CLIPLoader", "pos": [ -120, 130 ], "size": [ 380, 106 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "CLIP", "name": "CLIP", "type": "CLIP", "slot_index": 0, "links": [ 74, 75 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "CLIPLoader", "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": 1, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "VAE", "name": "VAE", "type": "VAE", "slot_index": 0, "links": [ 76, 144, 153 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "VAELoader", "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": 2, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "CONTROL_NET", "name": "CONTROL_NET", "type": "CONTROL_NET", "links": [ 150 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "ControlNetLoader", "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": 3, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 145 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "UNETLoader", "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": 8, "type": "VAEDecode", "pos": [ 830, 510 ], "size": [ 310, 46 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 128 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 76 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 110 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "VAEDecode" }, "widgets_values": [] }, { "id": 86, "type": "Note", "pos": [ 830, 610 ], "size": [ 307.4002380371094, 127.38092803955078 ], "flags": {}, "order": 4, "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": [ 830, 790 ], "size": [ 310, 140 ], "flags": {}, "order": 5, "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": 6, "type": "CLIPTextEncode", "pos": [ 300, 170 ], "size": [ 460, 164.31304931640625 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 74 } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 151 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "CLIPTextEncode" }, "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" }, { "id": 80, "type": "LoraLoaderModelOnly", "pos": [ 320, -10 ], "size": [ 430, 82 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 145 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 149 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "LoraLoaderModelOnly", "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": [ 830, 30 ], "size": [ 310, 430 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 156 }, { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 154 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 155 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 142 } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 128 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "KSampler" }, "widgets_values": [ 498544006715206, "randomize", 4, 1, "euler", "simple", 1 ] }, { "id": 66, "type": "ModelSamplingAuraFlow", "pos": [ 830, -70 ], "size": [ 310, 58 ], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 149 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 156 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "ModelSamplingAuraFlow" }, "widgets_values": [ 3.1000000000000005 ] }, { "id": 85, "type": "ControlNetApplyAdvanced", "pos": [ 520, 590 ], "size": [ 220, 186 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 151 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 152 }, { "localized_name": "control_net", "name": "control_net", "type": "CONTROL_NET", "link": 150 }, { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 188 }, { "localized_name": "vae", "name": "vae", "shape": 7, "type": "VAE", "link": 153 }, { "localized_name": "strength", "name": "strength", "type": "FLOAT", "widget": { "name": "strength" }, "link": 190 } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [ 154 ] }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "links": [ 155 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "ControlNetApplyAdvanced" }, "widgets_values": [ 1, 0, 1 ] }, { "id": 76, "type": "VAEEncode", "pos": [ 590, 830 ], "size": [ 140, 46 ], "flags": { "collapsed": false }, "order": 13, "mode": 0, "inputs": [ { "localized_name": "pixels", "name": "pixels", "type": "IMAGE", "link": 189 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 144 } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [ 142 ] } ], "properties": { "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "cnr_id": "comfy-core", "ver": "0.3.51", "Node name for S&R": "VAEEncode" }, "widgets_values": [] }, { "id": 68, "type": "Note", "pos": [ 830, -220 ], "size": [ 310, 90 ], 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