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工作流 / 图像 / SD3.5大型深度
SD3.5大型深度

SD3.5大型深度

SD3.5 Large Depth

使用SD 3.5深度信息引导生成图像。

图像 17 个节点 1 个输入 27 次使用 ComfyUI ≥ 0.3.42 ComfyUI 41 KB

下载工作流 JSON 查看官方来源

下载后把文件拖进 ComfyUI 窗口即可打开。

需要的权重

这个工作流引用了 4 个权重文件，其中 4 个能在本站模型库里找到。

lotus-depth-d-v1-1.safetensors 在模型库查看
sd3.5_large_controlnet_depth.safetensors 在模型库查看
sd3.5_large_fp8_scaled.safetensors 在模型库查看
vae-ft-mse-840000-ema-pruned.safetensors 在模型库查看

节点构成

MarkdownNote × 3
ControlNetLoader × 1
ImageScaleToTotalPixels × 1
ConditioningZeroOut × 1
CheckpointLoaderSimple × 1
LoadImage × 1
CLIPTextEncode × 1
6b0ed7ac-f476-44c9-9dad-b3f23ef985f8 × 1
KSampler × 1
VAEDecode × 1
VAEEncode × 1
ControlNetApplyAdvanced × 1
EmptySD3LatentImage × 1
SaveImage × 1
PreviewImage × 1

官方标注的模型

SD3.5Stability

工作流 JSON

和上面「下载工作流 JSON」是同一份文件。

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39 "url": "https://huggingface.co/Comfy-Org/stable-diffusion-3.5-controlnets_ComfyUI_repackaged/resolve/main/split_files/controlnet/sd3.5_large_controlnet_depth.safetensors",
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41 }
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181 "properties": {
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189 "directory": "checkpoints"
190 }
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237 "version": "7.1",
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239 }
240 },
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242 "sd3.5_large_depth_input_image.png",
243 "image"
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245 },
246 {
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258 "order": 7,
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265 }
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267 "outputs": [
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270 "type": "CONDITIONING",
271 "slot_index": 0,
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278 "properties": {
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282 "ue_properties": {
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284 "version": "7.1",
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287 },
288 "widgets_values": [
289 "A cute, plush - like light green baby dragon with large, shiny eyes. It has light yellow horns and wing membranes. Its belly and parts of its wings have a soft, fuzzy texture. The dragon stands against a plain light green background, giving a warm and whimsical feel."
290 ],
291 "color": "#232",
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305 "flags": [],
306 "order": 10,
307 "mode": 0,
308 "inputs": [
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310 "name": "pixels",
311 "type": "IMAGE",
312 "link": 133
313 }
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315 "outputs": [
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326 "properties": {
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332 "lotus-depth-d-v1-1.safetensors",
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337 {
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339 "type": "KSampler",
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344 "size": [
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348 "flags": [],
349 "order": 14,
350 "mode": 0,
351 "inputs": [
352 {
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354 "type": "MODEL",
355 "link": 112
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357 {
358 "name": "positive",
359 "type": "CONDITIONING",
360 "link": 128
361 },
362 {
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364 "type": "CONDITIONING",
365 "link": 129
366 },
367 {
368 "name": "latent_image",
369 "type": "LATENT",
370 "link": 146
371 }
372 ],
373 "outputs": [
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375 "name": "LATENT",
376 "type": "LATENT",
377 "slot_index": 0,
378 "links": [
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382 ],
383 "properties": {
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385 "ver": "0.3.33",
386 "Node name for S&R": "KSampler",
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403 {
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414 "flags": [],
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416 "mode": 0,
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420 "type": "LATENT",
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422 },
423 {
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426 "link": 141
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429 "outputs": [
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445 "version": "7.1",
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451 {
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453 "type": "VAEEncode",
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458 "size": [
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462 "flags": [],
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465 "inputs": [
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468 "type": "IMAGE",
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471 {
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477 "outputs": [
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480 "type": "LATENT",
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488 "ver": "0.3.64",
489 "Node name for S&R": "VAEEncode"
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493 {
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513 {
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518 {
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528 {
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633 "version": "7.1",
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656 "outputs": [],
657 "title": "Note: Image size",
658 "properties": [],
659 "widgets_values": [
660 "Connect this `LATENT` output to the KSampler, and then the output image will use the size you set in the `EmptySD3LatentImage` node."
661 ],
662 "color": "#222",
663 "bgcolor": "#000"
664 },
665 {
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686 "outputs": [],
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705 "flags": [],
706 "order": 5,
707 "mode": 0,
708 "inputs": [],
709 "outputs": [],
710 "title": "Note: SD3.5 controlnet model links",
711 "properties": {
712 "ue_properties": {
713 "version": "7.1",
714 "widget_ue_connectable": [],
715 "input_ue_unconnectable": []
716 }
717 },
718 "widgets_values": [
719 "## Model Links\n\n- [Hugging Face:Comfy-Org/stable-diffusion-3.5-fp8](https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8)\n- [ModelScope:Comfy-Org/stable-diffusion-3.5-fp8](https://modelscope.cn/models/Comfy-Org/stable-diffusion-3.5-fp8)\n- [Hugging Face:Comfy-Org/stable-diffusion-3.5-controlnets_ComfyUI_repackaged](https://huggingface.co/Comfy-Org/stable-diffusion-3.5-controlnets_ComfyUI_repackaged)\n- [ModelScope:Comfy-Org/stable-diffusion-3.5-controlnets_ComfyUI_repackaged](https://modelscope.cn/models/Comfy-Org/stable-diffusion-3.5-controlnets_ComfyUI_repackaged)\n\n**checkpoints**\n - [sd3.5_large_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8/resolve/main/sd3.5_large_fp8_scaled.safetensors) (13.91 GB)\n\n**ControlNet**\n\n- [sd3.5_large_controlnet_depth.safetensors](https://huggingface.co/Comfy-Org/stable-diffusion-3.5-controlnets_ComfyUI_repackaged/resolve/main/split_files/controlnet/sd3.5_large_controlnet_depth.safetensors) (8.06 GB)\n\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 checkpoints/\n│ │ └── sd3.5_large_fp8_scaled.safetensors\n│ ├── 📂 controlnet/ \n│ │ └── sd3.5_large_controlnet_depth.safetensors\n```\n"
720 ],
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725 "id": 82,
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734 ],
735 "flags": [],
736 "order": 6,
737 "mode": 0,
738 "inputs": [],
739 "outputs": [],
740 "title": "Note: Lotus Depth model links",
741 "properties": [],
742 "widgets_values": [
743 "## Model Links\n\n- [Hugging Face:Comfy-Org/lotus](https://huggingface.co/Comfy-Org/lotus)\n- [ModelScope:Comfy-Org/lotus](https://modelscope.cn/models/Comfy-Org/lotus)\n\n**diffusion_models**\n\n- [lotus-depth-d-v1-1.safetensors](https://huggingface.co/Comfy-Org/lotus/resolve/main/lotus-depth-d-v1-1.safetensors) (1.62 GB) \n\n**vae**\n\n- [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) (319.1 MB) \n\nYou also use any SD1.5 VAE\n\n\n```\nComfyUI/\n├── models/\n│ ├── diffusion_models/\n│ │ └─── lotus-depth-d-v1-1.safetensors\n│ └── vae/\n│ └── lvae-ft-mse-840000-ema-pruned.safetensors\n```\n\n"
744 ],
745 "color": "#222",
746 "bgcolor": "#000"
747 }
748 ],
749 "links": [
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