ComfyPilotComfyPilot
工作流 / 图像 / Qwen-Image InstantX ControlNet
Qwen-Image InstantX ControlNet

Qwen-Image InstantX ControlNet

Qwen-Image InstantX Union ControlNet

使用Qwen千问Image InstantX ControlNet生成图像，支持canny、软边缘、深度、姿态

图像 8 个节点 1 个输入 28 次使用 ComfyUI ≥ 0.3.49 ComfyUI 67 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 7 个权重文件，其中 7 个能在本站模型库里找到。

Qwen-Image-InstantX-ControlNet-Union.safetensors 在模型库查看
Qwen-Image-Lightning-4steps-V1.0.safetensors 在模型库查看
lotus-depth-d-v1-1.safetensors 在模型库查看
qwen_2.5_vl_7b_fp8_scaled.safetensors 在模型库查看
qwen_image_fp8_e4m3fn.safetensors 在模型库查看
qwen_image_vae.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 × 2
f8e756aa-94b4-4c02-943d-2e7910344622 × 1
LoadImage × 1
SaveImage × 1
PreviewImage × 1
FluxKontextImageScale × 1
0e306186-0dda-4b49-bfcb-98cab32901d9 × 1

官方标注的模型

Qwen-Image

工作流 JSON

和上面「下载工作流 JSON」是同一份文件。

1{
2 "id": "91f6bbe2-ed41-4fd6-bac7-71d5b5864ecb",
3 "revision": 0,
4 "last_node_id": 115,
5 "last_link_id": 250,
6 "nodes": [
7 {
8 "id": 78,
9 "type": "MarkdownNote",
10 "pos": [
11 -690,
12 -50
13 ],
14 "size": [
15 540,
16 651.5625
17 ],
18 "flags": [],
19 "order": 0,
20 "mode": 0,
21 "inputs": [],
22 "outputs": [],
23 "title": "Model links",
24 "properties": {
25 "widget_ue_connectable": []
26 },
27 "widgets_values": [
28 "[Tutorial](https://docs.comfy.org/tutorials/image/qwen/qwen-image) \n\n## Model links\n\n- [Hugging Face:Comfy-Org/Qwen-Image_ComfyUI](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI)\n- [Hugging Face:Comfy-Org/Qwen-Image-InstantX-ControlNets](https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/Qwen-Image_ComfyUI](https://modelscope.cn/models/Comfy-Org/Qwen-Image_ComfyUI)\n- [ModelScope:Comfy-Org/Qwen-Image-InstantX-ControlNets](https://modelscope.cn/models/Comfy-Org/Qwen-Image-InstantX-ControlNets)\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) (19.03 GB)\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) (3.29 GB)\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) (1.58 GB)\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) (8.74 GB)\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) (242 MB)\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ ├── qwen_image_fp8_e4m3fn.safetensors\n│ │ └── qwen_image_distill_full_fp8_e4m3fn.safetensors\n│ ├── 📂 loras/\n│ │ └── Qwen-Image-Lightning-8steps-V1.0.safetensors\n│ ├── 📂 controlnet/ \n│ │ └── Qwen-Image-InstantX-ControlNet-Union.safetensors\n│ ├── 📂 vae/\n│ │ └── qwen_image_vae.safetensors\n│ └── 📂 text_encoders/\n│ └── qwen_2.5_vl_7b_fp8_scaled.safetensors\n```\n"
29 ],
30 "color": "#222",
31 "bgcolor": "#000"
32 },
33 {
34 "id": 112,
35 "type": "f8e756aa-94b4-4c02-943d-2e7910344622",
36 "pos": [
37 270,
38 -50
39 ],
40 "size": [
41 260,
42 86
43 ],
44 "flags": [],
45 "order": 4,
46 "mode": 0,
47 "inputs": [
48 {
49 "name": "pixels",
50 "type": "IMAGE",
51 "link": 197
52 },
53 {
54 "label": "depth_intensity",
55 "name": "sigma",
56 "type": "FLOAT",
57 "widget": {
58 "name": "sigma"
59 },
60 "link": null
61 }
62 ],
63 "outputs": [
64 {
65 "name": "IMAGE",
66 "type": "IMAGE",
67 "links": [
68 195,
69 196
70 ]
71 }
72 ],
73 "properties": {
74 "enableTabs": false,
75 "tabWidth": 65,
76 "tabXOffset": 10,
77 "hasSecondTab": false,
78 "secondTabText": "Send Back",
79 "secondTabOffset": 80,
80 "secondTabWidth": 65,
81 "cnr_id": "comfy-core",
82 "ver": "0.7.0",
83 "proxyWidgetErrorQuarantine": [
84 {
85 "originalEntry": [
86 "-1",
87 "sigma"
88 ],
89 "reason": "missingSourceNode",
90 "attemptedAtVersion": 1
91 }
92 ],
93 "previewExposures": []
94 },
95 "widgets_values": [
96 999.0000000000002
97 ]
98 },
99 {
100 "id": 71,
101 "type": "LoadImage",
102 "pos": [
103 -50,
104 -50
105 ],
106 "size": [
107 280,
108 350
109 ],
110 "flags": [],
111 "order": 1,
112 "mode": 0,
113 "inputs": [],
114 "outputs": [
115 {
116 "name": "IMAGE",
117 "type": "IMAGE",
118 "links": [
119 198
120 ]
121 },
122 {
123 "name": "MASK",
124 "type": "MASK",
125 "links": null
126 }
127 ],
128 "properties": {
129 "Node name for S&R": "LoadImage",
130 "enableTabs": false,
131 "tabWidth": 65,
132 "tabXOffset": 10,
133 "hasSecondTab": false,
134 "secondTabText": "Send Back",
135 "secondTabOffset": 80,
136 "secondTabWidth": 65,
137 "cnr_id": "comfy-core",
138 "ver": "0.3.51"
139 },
140 "widgets_values": [
141 "image_qwen_image_instantx_controlnet_input_image.jpg",
142 "image"
143 ]
144 },
145 {
146 "id": 60,
147 "type": "SaveImage",
148 "pos": [
149 1000,
150 -50
151 ],
152 "size": [
153 660,
154 470
155 ],
156 "flags": [],
157 "order": 7,
158 "mode": 0,
159 "inputs": [
160 {
161 "name": "images",
162 "type": "IMAGE",
163 "link": 193
164 }
165 ],
166 "outputs": [
167 {
168 "name": "images",
169 "type": "IMAGE",
170 "links": null
171 }
172 ],
173 "properties": {
174 "Node name for S&R": "SaveImage",
175 "enableTabs": false,
176 "tabWidth": 65,
177 "tabXOffset": 10,
178 "hasSecondTab": false,
179 "secondTabText": "Send Back",
180 "secondTabOffset": 80,
181 "secondTabWidth": 65,
182 "cnr_id": "comfy-core",
183 "ver": "0.3.51"
184 },
185 "widgets_values": [
186 "ComfyUI"
187 ]
188 },
189 {
190 "id": 73,
191 "type": "PreviewImage",
192 "pos": [
193 275,
194 98
195 ],
196 "size": [
197 250,
198 310
199 ],
200 "flags": [],
201 "order": 5,
202 "mode": 0,
203 "inputs": [
204 {
205 "name": "images",
206 "type": "IMAGE",
207 "link": 195
208 }
209 ],
210 "outputs": [
211 {
212 "name": "images",
213 "type": "IMAGE",
214 "links": null
215 }
216 ],
217 "properties": {
218 "Node name for S&R": "PreviewImage",
219 "enableTabs": false,
220 "tabWidth": 65,
221 "tabXOffset": 10,
222 "hasSecondTab": false,
223 "secondTabText": "Send Back",
224 "secondTabOffset": 80,
225 "secondTabWidth": 65,
226 "cnr_id": "comfy-core",
227 "ver": "0.3.51"
228 },
229 "widgets_values": []
230 },
231 {
232 "id": 113,
233 "type": "FluxKontextImageScale",
234 "pos": [
235 -22.5,
236 362
237 ],
238 "size": [
239 225,
240 34
241 ],
242 "flags": [],
243 "order": 3,
244 "mode": 0,
245 "inputs": [
246 {
247 "name": "image",
248 "type": "IMAGE",
249 "link": 198
250 }
251 ],
252 "outputs": [
253 {
254 "name": "IMAGE",
255 "type": "IMAGE",
256 "links": [
257 197
258 ]
259 }
260 ],
261 "properties": {
262 "Node name for S&R": "FluxKontextImageScale",
263 "enableTabs": false,
264 "tabWidth": 65,
265 "tabXOffset": 10,
266 "hasSecondTab": false,
267 "secondTabText": "Send Back",
268 "secondTabOffset": 80,
269 "secondTabWidth": 65,
270 "cnr_id": "comfy-core",
271 "ver": "0.7.0"
272 },
273 "widgets_values": []
274 },
275 {
276 "id": 111,
277 "type": "0e306186-0dda-4b49-bfcb-98cab32901d9",
278 "pos": [
279 570,
280 -50
281 ],
282 "size": [
283 390,
284 470
285 ],
286 "flags": [],
287 "order": 6,
288 "mode": 0,
289 "inputs": [
290 {
291 "label": "control_image",
292 "name": "image",
293 "type": "IMAGE",
294 "link": 196
295 }
296 ],
297 "outputs": [
298 {
299 "name": "IMAGE",
300 "type": "IMAGE",
301 "links": [
302 193
303 ]
304 }
305 ],
306 "properties": {
307 "enableTabs": false,
308 "tabWidth": 65,
309 "tabXOffset": 10,
310 "hasSecondTab": false,
311 "secondTabText": "Send Back",
312 "secondTabOffset": 80,
313 "secondTabWidth": 65,
314 "cnr_id": "comfy-core",
315 "ver": "0.7.0",
316 "proxyWidgetErrorQuarantine": [
317 {
318 "originalEntry": [
319 "3",
320 "control_after_generate"
321 ],
322 "reason": "missingSubgraphInput",
323 "attemptedAtVersion": 1
324 },
325 {
326 "originalEntry": [
327 "-1",
328 "strength"
329 ],
330 "reason": "missingSourceNode",
331 "attemptedAtVersion": 1
332 }
333 ],
334 "previewExposures": [
335 {
336 "name": "$$canvas-image-preview",
337 "sourceNodeId": "3",
338 "sourcePreviewName": "$$canvas-image-preview"
339 }
340 ]
341 },
342 "widgets_values": [
343 1,
344 "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.",
345 498544006715206,
346 "qwen_image_fp8_e4m3fn.safetensors",
347 "qwen_2.5_vl_7b_fp8_scaled.safetensors",
348 "qwen_image_vae.safetensors",
349 "Qwen-Image-InstantX-ControlNet-Union.safetensors",
350 "Qwen-Image-Lightning-4steps-V1.0.safetensors"
351 ]
352 },
353 {
354 "id": 105,
355 "type": "MarkdownNote",
356 "pos": [
357 -680,
358 630
359 ],
360 "size": [
361 530,
362 273
363 ],
364 "flags": [],
365 "order": 2,
366 "mode": 0,
367 "inputs": [],
368 "outputs": [],
369 "title": "Lotus Depth",
370 "properties": [],
371 "widgets_values": [
372 "## Model Links\n\n- [Hugging Face:Comfy-Org/lotus](https://huggingface.co/Comfy-Org/lotus)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/lotus](https://modelscope.cn/models/Comfy-Org/lotus)\n\n**Diffusion Model**\n\nDownload [lotus-depth-d-v1-1.safetensors](https://huggingface.co/Comfy-Org/lotus/resolve/main/lotus-depth-d-v1-1.safetensors) (1.62 GB) \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) (319.1 MB) and place it in **ComfyUI/models/vae** or you can use any SD1.5 VAE if you prefer.\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"
373 ],
374 "color": "#222",
375 "bgcolor": "#000"
376 }
377 ],
378 "links": [
379 [
380 193,
381 111,
382 0,
383 60,
384 0,
385 "IMAGE"
386 ],
387 [
388 195,
389 112,
390 0,
391 73,
392 0,
393 "IMAGE"
394 ],
395 [
396 196,
397 112,
398 0,
399 111,
400 0,
401 "IMAGE"
402 ],
403 [
404 197,
405 113,
406 0,
407 112,
408 0,
409 "IMAGE"
410 ],
411 [
412 198,
413 71,
414 0,
415 113,
416 0,
417 "IMAGE"
418 ]
419 ],
420 "groups": [],
421 "definitions": {
422 "subgraphs": [
423 {
424 "id": "0e306186-0dda-4b49-bfcb-98cab32901d9",
425 "version": 1,
426 "state": {
427 "lastGroupId": 5,
428 "lastNodeId": 115,
429 "lastLinkId": 250,
430 "lastRerouteId": 0
431 },
432 "revision": 0,
433 "config": [],
434 "name": "ControlNet (Qwen-Image InstantX Union)",
435 "inputNode": {
436 "id": -10,
437 "bounding": [
438 -450,
439 270,
440 148.587890625,
441 228
442 ]
443 },
444 "outputNode": {
445 "id": -20,
446 "bounding": [
447 1200,
448 298,
449 128,
450 68
451 ]
452 },
453 "inputs": [
454 {
455 "id": "ae68a3c5-c788-4a4b-bdbc-84a80e3694b9",
456 "name": "image",
457 "type": "IMAGE",
458 "linkIds": [
459 188,
460 189
461 ],
462 "localized_name": "image",
463 "label": "control_image",
464 "pos": [
465 -325.412109375,
466 294
467 ]
468 },
469 {
470 "id": "a8c73330-30f6-493f-9994-0d4afcfb14a3",
471 "name": "strength",
472 "type": "FLOAT",
473 "linkIds": [
474 190
475 ],
476 "pos": [
477 -325.412109375,
478 314
479 ]
480 },
481 {
482 "id": "d93360ce-a752-48e8-a0f0-68ed61539ea6",
483 "name": "text",
484 "type": "STRING",
485 "linkIds": [
486 244
487 ],
488 "pos": [
489 -325.412109375,
490 334
491 ]
492 },
493 {
494 "id": "1b7a8711-5dd1-4d00-a7c4-a34b783307d9",
495 "name": "seed",
496 "type": "INT",
497 "linkIds": [
498 245
499 ],
500 "pos": [
501 -325.412109375,
502 354
503 ]
504 },
505 {
506 "id": "a76c026b-fc20-4df8-a0b9-832bf2ed62a1",
507 "name": "unet_name",
508 "type": "COMBO",
509 "linkIds": [
510 246
511 ],
512 "pos": [
513 -325.412109375,
514 374
515 ]
516 },
517 {
518 "id": "f548d6ea-9035-4205-a769-ccb4b7392b68",
519 "name": "clip_name",
520 "type": "COMBO",
521 "linkIds": [
522 247
523 ],
524 "pos": [
525 -325.412109375,
526 394
527 ]
528 },
529 {
530 "id": "4298049b-64c6-475a-98bb-d80cfedfa386",
531 "name": "vae_name",
532 "type": "COMBO",
533 "linkIds": [
534 248
535 ],
536 "pos": [
537 -325.412109375,
538 414
539 ]
540 },
541 {
542 "id": "e55ab7f8-0045-4485-ab6f-aa47cd1f3abe",
543 "name": "control_net_name",
544 "type": "COMBO",
545 "linkIds": [
546 249
547 ],
548 "pos": [
549 -325.412109375,
550 434
551 ]
552 },
553 {
554 "id": "6aa10483-28d6-46d7-920c-ba965b161278",
555 "name": "lora_name",
556 "type": "COMBO",
557 "linkIds": [
558 250
559 ],
560 "pos": [
561 -325.412109375,
562 454
563 ]
564 }
565 ],
566 "outputs": [
567 {
568 "id": "b35d4d71-00d5-489c-be0e-bb29e3d447c9",
569 "name": "IMAGE",
570 "type": "IMAGE",
571 "linkIds": [
572 110
573 ],
574 "localized_name": "IMAGE",
575 "pos": [
576 1224,
577 322
578 ]
579 }
580 ],
581 "widgets": [],
582 "nodes": [
583 {
584 "id": 7,
585 "type": "CLIPTextEncode",
586 "pos": [
587 300,
588 440
589 ],
590 "size": [
591 460,
592 140
593 ],
594 "flags": [],
595 "order": 8,
596 "mode": 0,
597 "inputs": [
598 {
599 "localized_name": "clip",
600 "name": "clip",
601 "type": "CLIP",
602 "link": 75
603 }
604 ],
605 "outputs": [
606 {
607 "localized_name": "CONDITIONING",
608 "name": "CONDITIONING",
609 "type": "CONDITIONING",
610 "slot_index": 0,
611 "links": [
612 152
613 ]
614 }
615 ],
616 "title": "CLIP Text Encode (Negative Prompt)",
617 "properties": {
618 "Node name for S&R": "CLIPTextEncode",
619 "enableTabs": false,
620 "tabWidth": 65,
621 "tabXOffset": 10,
622 "hasSecondTab": false,
623 "secondTabText": "Send Back",
624 "secondTabOffset": 80,
625 "secondTabWidth": 65,
626 "cnr_id": "comfy-core",
627 "ver": "0.3.51"
628 },
629 "widgets_values": [
630 ""
631 ],
632 "color": "#223",
633 "bgcolor": "#335"
634 },
635 {
636 "id": 38,
637 "type": "CLIPLoader",
638 "pos": [
639 -120,
640 152
641 ],
642 "size": [
643 380,
644 114
645 ],
646 "flags": [],
647 "order": 0,
648 "mode": 0,
649 "inputs": [
650 {
651 "localized_name": "clip_name",
652 "name": "clip_name",
653 "type": "COMBO",
654 "widget": {
655 "name": "clip_name"
656 },
657 "link": 247
658 }
659 ],
660 "outputs": [
661 {
662 "localized_name": "CLIP",
663 "name": "CLIP",
664 "type": "CLIP",
665 "slot_index": 0,
666 "links": [
667 74,
668 75
669 ]
670 }
671 ],
672 "properties": {
673 "Node name for S&R": "CLIPLoader",
674 "enableTabs": false,
675 "tabWidth": 65,
676 "tabXOffset": 10,
677 "hasSecondTab": false,
678 "secondTabText": "Send Back",
679 "secondTabOffset": 80,
680 "secondTabWidth": 65,
681 "cnr_id": "comfy-core",
682 "ver": "0.3.51",
683 "models": [
684 {
685 "name": "qwen_2.5_vl_7b_fp8_scaled.safetensors",
686 "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors",
687 "directory": "text_encoders"
688 }
689 ]
690 },
691 "widgets_values": [
692 "qwen_2.5_vl_7b_fp8_scaled.safetensors",
693 "qwen_image",
694 "default"
695 ]
696 },
697 {
698 "id": 39,
699 "type": "VAELoader",
700 "pos": [
701 -120,
702 328
703 ],
704 "size": [
705 380,
706 62
707 ],
708 "flags": [],
709 "order": 1,
710 "mode": 0,
711 "inputs": [
712 {
713 "localized_name": "vae_name",
714 "name": "vae_name",
715 "type": "COMBO",
716 "widget": {
717 "name": "vae_name"
718 },
719 "link": 248
720 }
721 ],
722 "outputs": [
723 {
724 "localized_name": "VAE",
725 "name": "VAE",
726 "type": "VAE",
727 "slot_index": 0,
728 "links": [
729 76,
730 144,
731 153
732 ]
733 }
734 ],
735 "properties": {
736 "Node name for S&R": "VAELoader",
737 "enableTabs": false,
738 "tabWidth": 65,
739 "tabXOffset": 10,
740 "hasSecondTab": false,
741 "secondTabText": "Send Back",
742 "secondTabOffset": 80,
743 "secondTabWidth": 65,
744 "cnr_id": "comfy-core",
745 "ver": "0.3.51",
746 "models": [
747 {
748 "name": "qwen_image_vae.safetensors",
749 "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors",
750 "directory": "vae"
751 }
752 ]
753 },
754 "widgets_values": [
755 "qwen_image_vae.safetensors"
756 ]
757 },
758 {
759 "id": 84,
760 "type": "ControlNetLoader",
761 "pos": [
762 -120,
763 452
764 ],
765 "size": [
766 380,
767 86
768 ],
769 "flags": [],
770 "order": 2,
771 "mode": 0,
772 "inputs": [
773 {
774 "localized_name": "control_net_name",
775 "name": "control_net_name",
776 "type": "COMBO",
777 "widget": {
778 "name": "control_net_name"
779 },
780 "link": 249
781 }
782 ],
783 "outputs": [
784 {
785 "localized_name": "CONTROL_NET",
786 "name": "CONTROL_NET",
787 "type": "CONTROL_NET",
788 "links": [
789 150
790 ]
791 }
792 ],
793 "properties": {
794 "Node name for S&R": "ControlNetLoader",
795 "enableTabs": false,
796 "tabWidth": 65,
797 "tabXOffset": 10,
798 "hasSecondTab": false,
799 "secondTabText": "Send Back",
800 "secondTabOffset": 80,
801 "secondTabWidth": 65,
802 "cnr_id": "comfy-core",
803 "ver": "0.3.51",
804 "models": [
805 {
806 "name": "Qwen-Image-InstantX-ControlNet-Union.safetensors",
807 "url": "https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets/resolve/main/split_files/controlnet/Qwen-Image-InstantX-ControlNet-Union.safetensors",
808 "directory": "controlnet"
809 }
810 ]
811 },
812 "widgets_values": [
813 "Qwen-Image-InstantX-ControlNet-Union.safetensors"
814 ]
815 },
816 {
817 "id": 37,
818 "type": "UNETLoader",
819 "pos": [
820 -120,
821 0
822 ],
823 "size": [
824 380,
825 90
826 ],
827 "flags": [],
828 "order": 3,
829 "mode": 0,
830 "inputs": [
831 {
832 "localized_name": "unet_name",
833 "name": "unet_name",
834 "type": "COMBO",
835 "widget": {
836 "name": "unet_name"
837 },
838 "link": 246
839 }
840 ],
841 "outputs": [
842 {
843 "localized_name": "MODEL",
844 "name": "MODEL",
845 "type": "MODEL",
846 "slot_index": 0,
847 "links": [
848 145
849 ]
850 }
851 ],
852 "properties": {
853 "Node name for S&R": "UNETLoader",
854 "enableTabs": false,
855 "tabWidth": 65,
856 "tabXOffset": 10,
857 "hasSecondTab": false,
858 "secondTabText": "Send Back",
859 "secondTabOffset": 80,
860 "secondTabWidth": 65,
861 "cnr_id": "comfy-core",
862 "ver": "0.3.51",
863 "models": [
864 {
865 "name": "qwen_image_fp8_e4m3fn.safetensors",
866 "url": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_fp8_e4m3fn.safetensors",
867 "directory": "diffusion_models"
868 }
869 ]
870 },
871 "widgets_values": [
872 "qwen_image_fp8_e4m3fn.safetensors",
873 "default"
874 ]
875 },
876 {
877 "id": 8,
878 "type": "VAEDecode",
879 "pos": [
880 840,
881 630
882 ],
883 "size": [
884 310,
885 54
886 ],
887 "flags": [],
888 "order": 12,
889 "mode": 0,
890 "inputs": [
891 {
892 "localized_name": "samples",
893 "name": "samples",
894 "type": "LATENT",
895 "link": 128
896 },
897 {
898 "localized_name": "vae",
899 "name": "vae",
900 "type": "VAE",
901 "link": 76
902 }
903 ],
904 "outputs": [
905 {
906 "localized_name": "IMAGE",
907 "name": "IMAGE",
908 "type": "IMAGE",
909 "slot_index": 0,
910 "links": [
911 110
912 ]
913 }
914 ],
915 "properties": {
916 "Node name for S&R": "VAEDecode",
917 "enableTabs": false,
918 "tabWidth": 65,
919 "tabXOffset": 10,
920 "hasSecondTab": false,
921 "secondTabText": "Send Back",
922 "secondTabOffset": 80,
923 "secondTabWidth": 65,
924 "cnr_id": "comfy-core",
925 "ver": "0.3.51"
926 },
927 "widgets_values": []
928 },
929 {
930 "id": 86,
931 "type": "Note",
932 "pos": [
933 840,
934 730
935 ],
936 "size": [
937 310,
938 130
939 ],
940 "flags": [],
941 "order": 4,
942 "mode": 0,
943 "inputs": [],
944 "outputs": [],
945 "properties": [],
946 "widgets_values": [
947 "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."
948 ],
949 "color": "#222",
950 "bgcolor": "#000"
951 },
952 {
953 "id": 79,
954 "type": "MarkdownNote",
955 "pos": [
956 840,
957 910
958 ],
959 "size": [
960 310,
961 153
962 ],
963 "flags": [],
964 "order": 5,
965 "mode": 0,
966 "inputs": [],
967 "outputs": [],
968 "title": "KSampler settings",
969 "properties": [],
970 "widgets_values": [
971 "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"
972 ],
973 "color": "#222",
974 "bgcolor": "#000"
975 },
976 {
977 "id": 6,
978 "type": "CLIPTextEncode",
979 "pos": [
980 300,
981 230
982 ],
983 "size": [
984 460,
985 170
986 ],
987 "flags": [],
988 "order": 7,
989 "mode": 0,
990 "inputs": [
991 {
992 "localized_name": "clip",
993 "name": "clip",
994 "type": "CLIP",
995 "link": 74
996 },
997 {
998 "localized_name": "text",
999 "name": "text",
1000 "type": "STRING",
1001 "widget": {
1002 "name": "text"
1003 },
1004 "link": 244
1005 }
1006 ],
1007 "outputs": [
1008 {
1009 "localized_name": "CONDITIONING",
1010 "name": "CONDITIONING",
1011 "type": "CONDITIONING",
1012 "slot_index": 0,
1013 "links": [
1014 151
1015 ]
1016 }
1017 ],
1018 "title": "CLIP Text Encode (Positive Prompt)",
1019 "properties": {
1020 "Node name for S&R": "CLIPTextEncode",
1021 "enableTabs": false,
1022 "tabWidth": 65,
1023 "tabXOffset": 10,
1024 "hasSecondTab": false,
1025 "secondTabText": "Send Back",
1026 "secondTabOffset": 80,
1027 "secondTabWidth": 65,
1028 "cnr_id": "comfy-core",
1029 "ver": "0.3.51"
1030 },
1031 "widgets_values": [
1032 "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."
1033 ],
1034 "color": "#232",
1035 "bgcolor": "#353"
1036 },
1037 {
1038 "id": 80,
1039 "type": "LoraLoaderModelOnly",
1040 "pos": [
1041 310,
1042 -10
1043 ],
1044 "size": [
1045 430,
1046 114
1047 ],
1048 "flags": [],
1049 "order": 9,
1050 "mode": 0,
1051 "inputs": [
1052 {
1053 "localized_name": "model",
1054 "name": "model",
1055 "type": "MODEL",
1056 "link": 145
1057 },
1058 {
1059 "localized_name": "lora_name",
1060 "name": "lora_name",
1061 "type": "COMBO",
1062 "widget": {
1063 "name": "lora_name"
1064 },
1065 "link": 250
1066 }
1067 ],
1068 "outputs": [
1069 {
1070 "localized_name": "MODEL",
1071 "name": "MODEL",
1072 "type": "MODEL",
1073 "links": [
1074 149
1075 ]
1076 }
1077 ],
1078 "properties": {
1079 "Node name for S&R": "LoraLoaderModelOnly",
1080 "enableTabs": false,
1081 "tabWidth": 65,
1082 "tabXOffset": 10,
1083 "hasSecondTab": false,
1084 "secondTabText": "Send Back",
1085 "secondTabOffset": 80,
1086 "secondTabWidth": 65,
1087 "cnr_id": "comfy-core",
1088 "ver": "0.3.51",
1089 "models": [
1090 {
1091 "name": "Qwen-Image-Lightning-4steps-V1.0.safetensors",
1092 "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0.safetensors",
1093 "directory": "loras"
1094 }
1095 ]
1096 },
1097 "widgets_values": [
1098 "Qwen-Image-Lightning-4steps-V1.0.safetensors",
1099 1
1100 ]
1101 },
1102 {
1103 "id": 3,
1104 "type": "KSampler",
1105 "pos": [
1106 830,
1107 30
1108 ],
1109 "size": [
1110 310,
1111 430
1112 ],
1113 "flags": [],
1114 "order": 11,
1115 "mode": 0,
1116 "inputs": [
1117 {
1118 "localized_name": "model",
1119 "name": "model",
1120 "type": "MODEL",
1121 "link": 156
1122 },
1123 {
1124 "localized_name": "positive",
1125 "name": "positive",
1126 "type": "CONDITIONING",
1127 "link": 154
1128 },
1129 {
1130 "localized_name": "negative",
1131 "name": "negative",
1132 "type": "CONDITIONING",
1133 "link": 155
1134 },
1135 {
1136 "localized_name": "latent_image",
1137 "name": "latent_image",
1138 "type": "LATENT",
1139 "link": 142
1140 },
1141 {
1142 "localized_name": "seed",
1143 "name": "seed",
1144 "type": "INT",
1145 "widget": {
1146 "name": "seed"
1147 },
1148 "link": 245
1149 }
1150 ],
1151 "outputs": [
1152 {
1153 "localized_name": "LATENT",
1154 "name": "LATENT",
1155 "type": "LATENT",
1156 "slot_index": 0,
1157 "links": [
1158 128
1159 ]
1160 }
1161 ],
1162 "properties": {
1163 "Node name for S&R": "KSampler",
1164 "enableTabs": false,
1165 "tabWidth": 65,
1166 "tabXOffset": 10,
1167 "hasSecondTab": false,
1168 "secondTabText": "Send Back",
1169 "secondTabOffset": 80,
1170 "secondTabWidth": 65,
1171 "cnr_id": "comfy-core",
1172 "ver": "0.3.51"
1173 },
1174 "widgets_values": [
1175 498544006715206,
1176 "randomize",
1177 4,
1178 1,
1179 "euler",
1180 "simple",
1181 1
1182 ]
1183 },
1184 {
1185 "id": 66,
1186 "type": "ModelSamplingAuraFlow",
1187 "pos": [
1188 830,
1189 -70
1190 ],
1191 "size": [
1192 310,
1193 62
1194 ],
1195 "flags": [],
1196 "order": 10,
1197 "mode": 0,
1198 "inputs": [
1199 {
1200 "localized_name": "model",
1201 "name": "model",
1202 "type": "MODEL",
1203 "link": 149
1204 }
1205 ],
1206 "outputs": [
1207 {
1208 "localized_name": "MODEL",
1209 "name": "MODEL",
1210 "type": "MODEL",
1211 "links": [
1212 156
1213 ]
1214 }
1215 ],
1216 "properties": {
1217 "Node name for S&R": "ModelSamplingAuraFlow",
1218 "enableTabs": false,
1219 "tabWidth": 65,
1220 "tabXOffset": 10,
1221 "hasSecondTab": false,
1222 "secondTabText": "Send Back",
1223 "secondTabOffset": 80,
1224 "secondTabWidth": 65,
1225 "cnr_id": "comfy-core",
1226 "ver": "0.3.51"
1227 },
1228 "widgets_values": [
1229 3.1000000000000005
1230 ]
1231 },
1232 {
1233 "id": 85,
1234 "type": "ControlNetApplyAdvanced",
1235 "pos": [
1236 530,
1237 710
1238 ],
1239 "size": [
1240 225,
1241 198
1242 ],
1243 "flags": [],
1244 "order": 14,
1245 "mode": 0,
1246 "inputs": [
1247 {
1248 "localized_name": "positive",
1249 "name": "positive",
1250 "type": "CONDITIONING",
1251 "link": 151
1252 },
1253 {
1254 "localized_name": "negative",
1255 "name": "negative",
1256 "type": "CONDITIONING",
1257 "link": 152
1258 },
1259 {
1260 "localized_name": "control_net",
1261 "name": "control_net",
1262 "type": "CONTROL_NET",
1263 "link": 150
1264 },
1265 {
1266 "localized_name": "image",
1267 "name": "image",
1268 "type": "IMAGE",
1269 "link": 188
1270 },
1271 {
1272 "localized_name": "vae",
1273 "name": "vae",
1274 "shape": 7,
1275 "type": "VAE",
1276 "link": 153
1277 },
1278 {
1279 "localized_name": "strength",
1280 "name": "strength",
1281 "type": "FLOAT",
1282 "widget": {
1283 "name": "strength"
1284 },
1285 "link": 190
1286 }
1287 ],
1288 "outputs": [
1289 {
1290 "localized_name": "positive",
1291 "name": "positive",
1292 "type": "CONDITIONING",
1293 "links": [
1294 154
1295 ]
1296 },
1297 {
1298 "localized_name": "negative",
1299 "name": "negative",
1300 "type": "CONDITIONING",
1301 "links": [
1302 155
1303 ]
1304 }
1305 ],
1306 "properties": {
1307 "Node name for S&R": "ControlNetApplyAdvanced",
1308 "enableTabs": false,
1309 "tabWidth": 65,
1310 "tabXOffset": 10,
1311 "hasSecondTab": false,
1312 "secondTabText": "Send Back",
1313 "secondTabOffset": 80,
1314 "secondTabWidth": 65,
1315 "cnr_id": "comfy-core",
1316 "ver": "0.3.51"
1317 },
1318 "widgets_values": [
1319 1,
1320 0,
1321 1
1322 ]
1323 },
1324 {
1325 "id": 76,
1326 "type": "VAEEncode",
1327 "pos": [
1328 530,
1329 950
1330 ],
1331 "size": [
1332 225,
1333 54
1334 ],
1335 "flags": {
1336 "collapsed": false
1337 },
1338 "order": 13,
1339 "mode": 0,
1340 "inputs": [
1341 {
1342 "localized_name": "pixels",
1343 "name": "pixels",
1344 "type": "IMAGE",
1345 "link": 189
1346 },
1347 {
1348 "localized_name": "vae",
1349 "name": "vae",
1350 "type": "VAE",
1351 "link": 144
1352 }
1353 ],
1354 "outputs": [
1355 {
1356 "localized_name": "LATENT",
1357 "name": "LATENT",
1358 "type": "LATENT",
1359 "links": [
1360 142
1361 ]
1362 }
1363 ],
1364 "properties": {
1365 "Node name for S&R": "VAEEncode",
1366 "enableTabs": false,
1367 "tabWidth": 65,
1368 "tabXOffset": 10,
1369 "hasSecondTab": false,
1370 "secondTabText": "Send Back",
1371 "secondTabOffset": 80,
1372 "secondTabWidth": 65,
1373 "cnr_id": "comfy-core",
1374 "ver": "0.3.51"
1375 },
1376 "widgets_values": []
1377 },
1378 {
1379 "id": 68,
1380 "type": "Note",
1381 "pos": [
1382 830,
1383 -220
1384 ],
1385 "size": [
1386 310,
1387 90
1388 ],
1389 "flags": [],
1390 "order": 6,
1391 "mode": 0,
1392 "inputs": [],
1393 "outputs": [],
1394 "properties": [],
1395 "widgets_values": [
1396 "Increase the shift if you get too many blurry/dark/bad images. Decrease if you want to try increasing detail."
1397 ],
1398 "color": "#432",
1399 "bgcolor": "#653"
1400 }
1401 ],
1402 "groups": [
1403 {
1404 "id": 1,
1405 "title": "Models",
1406 "bounding": [
1407 -130,
1408 -80,
1409 400,
1410 670
1411 ],
1412 "color": "#3f789e",
1413 "flags": []
1414 },
1415 {
1416 "id": 4,
1417 "title": "Step 3 - Prompt",
1418 "bounding": [
1419 290,
1420 160,
1421 500,
1422 430
1423 ],
1424 "color": "#3f789e",
1425 "flags": []
1426 },
1427 {
1428 "id": 5,
1429 "title": "4 steps lightning LoRA",
1430 "bounding": [
1431 280,
1432 -80,
1433 510,
1434 220
1435 ],
1436 "color": "#3f789e",
1437 "flags": []
1438 }
1439 ],
1440 "links": [
1441 {
1442 "id": 75,
1443 "origin_id": 38,
1444 "origin_slot": 0,
1445 "target_id": 7,
1446 "target_slot": 0,
1447 "type": "CLIP"
1448 },
1449 {
1450 "id": 128,
1451 "origin_id": 3,
1452 "origin_slot": 0,
1453 "target_id": 8,
1454 "target_slot": 0,
1455 "type": "LATENT"
1456 },
1457 {
1458 "id": 76,
1459 "origin_id": 39,
1460 "origin_slot": 0,
1461 "target_id": 8,
1462 "target_slot": 1,
1463 "type": "VAE"
1464 },
1465 {
1466 "id": 145,
1467 "origin_id": 37,
1468 "origin_slot": 0,
1469 "target_id": 80,
1470 "target_slot": 0,
1471 "type": "MODEL"
1472 },
1473 {
1474 "id": 151,
1475 "origin_id": 6,
1476 "origin_slot": 0,
1477 "target_id": 85,
1478 "target_slot": 0,
1479 "type": "CONDITIONING"
1480 },
1481 {
1482 "id": 152,
1483 "origin_id": 7,
1484 "origin_slot": 0,
1485 "target_id": 85,
1486 "target_slot": 1,
1487 "type": "CONDITIONING"
1488 },
1489 {
1490 "id": 150,
1491 "origin_id": 84,
1492 "origin_slot": 0,
1493 "target_id": 85,
1494 "target_slot": 2,
1495 "type": "CONTROL_NET"
1496 },
1497 {
1498 "id": 153,
1499 "origin_id": 39,
1500 "origin_slot": 0,
1501 "target_id": 85,
1502 "target_slot": 4,
1503 "type": "VAE"
1504 },
1505 {
1506 "id": 149,
1507 "origin_id": 80,
1508 "origin_slot": 0,
1509 "target_id": 66,
1510 "target_slot": 0,
1511 "type": "MODEL"
1512 },
1513 {
1514 "id": 156,
1515 "origin_id": 66,
1516 "origin_slot": 0,
1517 "target_id": 3,
1518 "target_slot": 0,
1519 "type": "MODEL"
1520 },
1521 {
1522 "id": 154,
1523 "origin_id": 85,
1524 "origin_slot": 0,
1525 "target_id": 3,
1526 "target_slot": 1,
1527 "type": "CONDITIONING"
1528 },
1529 {
1530 "id": 155,
1531 "origin_id": 85,
1532 "origin_slot": 1,
1533 "target_id": 3,
1534 "target_slot": 2,
1535 "type": "CONDITIONING"
1536 },
1537 {
1538 "id": 142,
1539 "origin_id": 76,
1540 "origin_slot": 0,
1541 "target_id": 3,
1542 "target_slot": 3,
1543 "type": "LATENT"
1544 },
1545 {
1546 "id": 144,
1547 "origin_id": 39,
1548 "origin_slot": 0,
1549 "target_id": 76,
1550 "target_slot": 1,
1551 "type": "VAE"
1552 },
1553 {
1554 "id": 74,
1555 "origin_id": 38,
1556 "origin_slot": 0,
1557 "target_id": 6,
1558 "target_slot": 0,
1559 "type": "CLIP"
1560 },
1561 {
1562 "id": 188,
1563 "origin_id": -10,
1564 "origin_slot": 0,
1565 "target_id": 85,
1566 "target_slot": 3,
1567 "type": "IMAGE"
1568 },
1569 {
1570 "id": 110,
1571 "origin_id": 8,
1572 "origin_slot": 0,
1573 "target_id": -20,
1574 "target_slot": 0,
1575 "type": "IMAGE"
1576 },
1577 {
1578 "id": 189,
1579 "origin_id": -10,
1580 "origin_slot": 0,
1581 "target_id": 76,
1582 "target_slot": 0,
1583 "type": "IMAGE"
1584 },
1585 {
1586 "id": 190,
1587 "origin_id": -10,
1588 "origin_slot": 1,
1589 "target_id": 85,
1590 "target_slot": 5,
1591 "type": "FLOAT"
1592 },
1593 {
1594 "id": 244,
1595 "origin_id": -10,
1596 "origin_slot": 2,
1597 "target_id": 6,
1598 "target_slot": 1,
1599 "type": "STRING"
1600 },
1601 {
1602 "id": 245,
1603 "origin_id": -10,
1604 "origin_slot": 3,
1605 "target_id": 3,
1606 "target_slot": 4,
1607 "type": "INT"
1608 },
1609 {
1610 "id": 246,
1611 "origin_id": -10,
1612 "origin_slot": 4,
1613 "target_id": 37,
1614 "target_slot": 0,
1615 "type": "COMBO"
1616 },
1617 {
1618 "id": 247,
1619 "origin_id": -10,
1620 "origin_slot": 5,
1621 "target_id": 38,
1622 "target_slot": 0,
1623 "type": "COMBO"
1624 },
1625 {
1626 "id": 248,
1627 "origin_id": -10,
1628 "origin_slot": 6,
1629 "target_id": 39,
1630 "target_slot": 0,
1631 "type": "COMBO"
1632 },
1633 {
1634 "id": 249,
1635 "origin_id": -10,
1636 "origin_slot": 7,
1637 "target_id": 84,
1638 "target_slot": 0,
1639 "type": "COMBO"
1640 },
1641 {
1642 "id": 250,
1643 "origin_id": -10,
1644 "origin_slot": 8,
1645 "target_id": 80,
1646 "target_slot": 1,
1647 "type": "COMBO"
1648 }
1649 ],
1650 "extra": {
1651 "workflowRendererVersion": "LG"
1652 }
1653 },
1654 {
1655 "id": "f8e756aa-94b4-4c02-943d-2e7910344622",
1656 "version": 1,
1657 "state": {
1658 "lastGroupId": 5,
1659 "lastNodeId": 115,
1660 "lastLinkId": 250,
1661 "lastRerouteId": 0
1662 },
1663 "revision": 0,
1664 "config": [],
1665 "name": "Image to Depth Map (Lotus)",
1666 "inputNode": {
1667 "id": -10,
1668 "bounding": [
1669 -60,
1670 -172.61268043518066,
1671 126.625,
1672 80
1673 ]
1674 },
1675 "outputNode": {
1676 "id": -20,
1677 "bounding": [
1678 1650,
1679 -172.61268043518066,
1680 120,
1681 60
1682 ]
1683 },
1684 "inputs": [
1685 {
1686 "id": "3bdd30c3-4ec9-485a-814b-e7d39fb6b5cc",
1687 "name": "pixels",
1688 "type": "IMAGE",
1689 "linkIds": [
1690 37
1691 ],
1692 "localized_name": "pixels",
1693 "pos": [
1694 46.625,
1695 -152.61268043518066
1696 ]
1697 },
1698 {
1699 "id": "f9a1017c-f4b9-43b4-94c2-41c088b3a492",
1700 "name": "sigma",
1701 "type": "FLOAT",
1702 "linkIds": [
1703 243
1704 ],
1705 "label": "depth_intensity",
1706 "pos": [
1707 46.625,
1708 -132.61268043518066
1709 ]
1710 }
1711 ],
1712 "outputs": [
1713 {
1714 "id": "2ec278bd-0b66-4b30-9c5b-994d5f638214",
1715 "name": "IMAGE",
1716 "type": "IMAGE",
1717 "linkIds": [
1718 242
1719 ],
1720 "localized_name": "IMAGE",
1721 "pos": [
1722 1670,
1723 -152.61268043518066
1724 ]
1725 }
1726 ],
1727 "widgets": [],
1728 "nodes": [
1729 {
1730 "id": 114,
1731 "type": "VAEDecode",
1732 "pos": [
1733 1380,
1734 -240
1735 ],
1736 "size": [
1737 210,
1738 50
1739 ],
1740 "flags": [],
1741 "order": 11,
1742 "mode": 0,
1743 "inputs": [
1744 {
1745 "localized_name": "samples",
1746 "name": "samples",
1747 "type": "LATENT",
1748 "link": 232
1749 },
1750 {
1751 "localized_name": "vae",
1752 "name": "vae",
1753 "type": "VAE",
1754 "link": 240
1755 }
1756 ],
1757 "outputs": [
1758 {
1759 "localized_name": "IMAGE",
1760 "name": "IMAGE",
1761 "type": "IMAGE",
1762 "slot_index": 0,
1763 "links": [
1764 35
1765 ]
1766 }
1767 ],
1768 "properties": {
1769 "Node name for S&R": "VAEDecode",
1770 "enableTabs": false,
1771 "tabWidth": 65,
1772 "tabXOffset": 10,
1773 "hasSecondTab": false,
1774 "secondTabText": "Send Back",
1775 "secondTabOffset": 80,
1776 "secondTabWidth": 65,
1777 "cnr_id": "comfy-core",
1778 "ver": "0.3.34",
1779 "widget_ue_connectable": []
1780 },
1781 "widgets_values": []
1782 },
1783 {
1784 "id": 10,
1785 "type": "UNETLoader",
1786 "pos": [
1787 140,
1788 -290
1789 ],
1790 "size": [
1791 310,
1792 90
1793 ],
1794 "flags": [],
1795 "order": 0,
1796 "mode": 0,
1797 "inputs": [],
1798 "outputs": [
1799 {
1800 "localized_name": "MODEL",
1801 "name": "MODEL",
1802 "type": "MODEL",
1803 "slot_index": 0,
1804 "links": [
1805 31,
1806 241
1807 ]
1808 }
1809 ],
1810 "properties": {
1811 "Node name for S&R": "UNETLoader",
1812 "enableTabs": false,
1813 "tabWidth": 65,
1814 "tabXOffset": 10,
1815 "hasSecondTab": false,
1816 "secondTabText": "Send Back",
1817 "secondTabOffset": 80,
1818 "secondTabWidth": 65,
1819 "cnr_id": "comfy-core",
1820 "ver": "0.3.34",
1821 "models": [
1822 {
1823 "name": "lotus-depth-d-v1-1.safetensors",
1824 "url": "https://huggingface.co/Comfy-Org/lotus/resolve/main/lotus-depth-d-v1-1.safetensors",
1825 "directory": "diffusion_models"
1826 }
1827 ],
1828 "widget_ue_connectable": []
1829 },
1830 "widgets_values": [
1831 "lotus-depth-d-v1-1.safetensors",
1832 "default"
1833 ]
1834 },
1835 {
1836 "id": 14,
1837 "type": "VAELoader",
1838 "pos": [
1839 130,
1840 -170
1841 ],
1842 "size": [
1843 310,
1844 60
1845 ],
1846 "flags": [],
1847 "order": 1,
1848 "mode": 0,
1849 "inputs": [],
1850 "outputs": [
1851 {
1852 "localized_name": "VAE",
1853 "name": "VAE",
1854 "type": "VAE",
1855 "slot_index": 0,
1856 "links": [
1857 38,
1858 240
1859 ]
1860 }
1861 ],
1862 "properties": {
1863 "Node name for S&R": "VAELoader",
1864 "enableTabs": false,
1865 "tabWidth": 65,
1866 "tabXOffset": 10,
1867 "hasSecondTab": false,
1868 "secondTabText": "Send Back",
1869 "secondTabOffset": 80,
1870 "secondTabWidth": 65,
1871 "cnr_id": "comfy-core",
1872 "ver": "0.3.34",
1873 "models": [
1874 {
1875 "name": "vae-ft-mse-840000-ema-pruned.safetensors",
1876 "url": "https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors",
1877 "directory": "vae"
1878 }
1879 ],
1880 "widget_ue_connectable": []
1881 },
1882 "widgets_values": [
1883 "vae-ft-mse-840000-ema-pruned.safetensors"
1884 ]
1885 },
1886 {
1887 "id": 16,
1888 "type": "SamplerCustomAdvanced",
1889 "pos": [
1890 990,
1891 -320
1892 ],
1893 "size": [
1894 360,
1895 330
1896 ],
1897 "flags": [],
1898 "order": 7,
1899 "mode": 0,
1900 "inputs": [
1901 {
1902 "localized_name": "noise",
1903 "name": "noise",
1904 "type": "NOISE",
1905 "link": 237
1906 },
1907 {
1908 "localized_name": "guider",
1909 "name": "guider",
1910 "type": "GUIDER",
1911 "link": 27
1912 },
1913 {
1914 "localized_name": "sampler",
1915 "name": "sampler",
1916 "type": "SAMPLER",
1917 "link": 33
1918 },
1919 {
1920 "localized_name": "sigmas",
1921 "name": "sigmas",
1922 "type": "SIGMAS",
1923 "link": 194
1924 },
1925 {
1926 "localized_name": "latent_image",
1927 "name": "latent_image",
1928 "type": "LATENT",
1929 "link": 201
1930 }
1931 ],
1932 "outputs": [
1933 {
1934 "localized_name": "output",
1935 "name": "output",
1936 "type": "LATENT",
1937 "slot_index": 0,
1938 "links": [
1939 232
1940 ]
1941 },
1942 {
1943 "localized_name": "denoised_output",
1944 "name": "denoised_output",
1945 "type": "LATENT",
1946 "slot_index": 1,
1947 "links": []
1948 }
1949 ],
1950 "properties": {
1951 "Node name for S&R": "SamplerCustomAdvanced",
1952 "enableTabs": false,
1953 "tabWidth": 65,
1954 "tabXOffset": 10,
1955 "hasSecondTab": false,
1956 "secondTabText": "Send Back",
1957 "secondTabOffset": 80,
1958 "secondTabWidth": 65,
1959 "cnr_id": "comfy-core",
1960 "ver": "0.3.34",
1961 "widget_ue_connectable": []
1962 },
1963 "widgets_values": []
1964 },
1965 {
1966 "id": 18,
1967 "type": "DisableNoise",
1968 "pos": [
1969 730,
1970 -320
1971 ],
1972 "size": [
1973 210,
1974 30
1975 ],
1976 "flags": [],
1977 "order": 2,
1978 "mode": 0,
1979 "inputs": [],
1980 "outputs": [
1981 {
1982 "localized_name": "NOISE",
1983 "name": "NOISE",
1984 "type": "NOISE",
1985 "slot_index": 0,
1986 "links": [
1987 237
1988 ]
1989 }
1990 ],
1991 "properties": {
1992 "Node name for S&R": "DisableNoise",
1993 "enableTabs": false,
1994 "tabWidth": 65,
1995 "tabXOffset": 10,
1996 "hasSecondTab": false,
1997 "secondTabText": "Send Back",
1998 "secondTabOffset": 80,
1999 "secondTabWidth": 65,
2000 "cnr_id": "comfy-core",
2001 "ver": "0.3.34",
2002 "widget_ue_connectable": []
2003 },
2004 "widgets_values": []
2005 },
2006 {
2007 "id": 19,
2008 "type": "BasicGuider",
2009 "pos": [
2010 730,
2011 -250
2012 ],
2013 "size": [
2014 210,
2015 50
2016 ],
2017 "flags": [],
2018 "order": 6,
2019 "mode": 0,
2020 "inputs": [
2021 {
2022 "localized_name": "model",
2023 "name": "model",
2024 "type": "MODEL",
2025 "link": 241
2026 },
2027 {
2028 "localized_name": "conditioning",
2029 "name": "conditioning",
2030 "type": "CONDITIONING",
2031 "link": 238
2032 }
2033 ],
2034 "outputs": [
2035 {
2036 "localized_name": "GUIDER",
2037 "name": "GUIDER",
2038 "type": "GUIDER",
2039 "slot_index": 0,
2040 "links": [
2041 27
2042 ]
2043 }
2044 ],
2045 "properties": {
2046 "Node name for S&R": "BasicGuider",
2047 "enableTabs": false,
2048 "tabWidth": 65,
2049 "tabXOffset": 10,
2050 "hasSecondTab": false,
2051 "secondTabText": "Send Back",
2052 "secondTabOffset": 80,
2053 "secondTabWidth": 65,
2054 "cnr_id": "comfy-core",
2055 "ver": "0.3.34",
2056 "widget_ue_connectable": []
2057 },
2058 "widgets_values": []
2059 },
2060 {
2061 "id": 20,
2062 "type": "BasicScheduler",
2063 "pos": [
2064 490,
2065 -150
2066 ],
2067 "size": [
2068 210,
2069 110
2070 ],
2071 "flags": [],
2072 "order": 5,
2073 "mode": 0,
2074 "inputs": [
2075 {
2076 "localized_name": "model",
2077 "name": "model",
2078 "type": "MODEL",
2079 "link": 31
2080 }
2081 ],
2082 "outputs": [
2083 {
2084 "localized_name": "SIGMAS",
2085 "name": "SIGMAS",
2086 "type": "SIGMAS",
2087 "slot_index": 0,
2088 "links": [
2089 66
2090 ]
2091 }
2092 ],
2093 "properties": {
2094 "Node name for S&R": "BasicScheduler",
2095 "enableTabs": false,
2096 "tabWidth": 65,
2097 "tabXOffset": 10,
2098 "hasSecondTab": false,
2099 "secondTabText": "Send Back",
2100 "secondTabOffset": 80,
2101 "secondTabWidth": 65,
2102 "cnr_id": "comfy-core",
2103 "ver": "0.3.34",
2104 "widget_ue_connectable": []
2105 },
2106 "widgets_values": [
2107 "normal",
2108 1,
2109 1
2110 ]
2111 },
2112 {
2113 "id": 21,
2114 "type": "KSamplerSelect",
2115 "pos": [
2116 730,
2117 -160
2118 ],
2119 "size": [
2120 210,
2121 60
2122 ],
2123 "flags": [],
2124 "order": 3,
2125 "mode": 0,
2126 "inputs": [],
2127 "outputs": [
2128 {
2129 "localized_name": "SAMPLER",
2130 "name": "SAMPLER",
2131 "type": "SAMPLER",
2132 "slot_index": 0,
2133 "links": [
2134 33
2135 ]
2136 }
2137 ],
2138 "properties": {
2139 "Node name for S&R": "KSamplerSelect",
2140 "enableTabs": false,
2141 "tabWidth": 65,
2142 "tabXOffset": 10,
2143 "hasSecondTab": false,
2144 "secondTabText": "Send Back",
2145 "secondTabOffset": 80,
2146 "secondTabWidth": 65,
2147 "cnr_id": "comfy-core",
2148 "ver": "0.3.34",
2149 "widget_ue_connectable": []
2150 },
2151 "widgets_values": [
2152 "euler"
2153 ]
2154 },
2155 {
2156 "id": 22,
2157 "type": "ImageInvert",
2158 "pos": [
2159 1380,
2160 -310
2161 ],
2162 "size": [
2163 210,
2164 30
2165 ],
2166 "flags": [],
2167 "order": 8,
2168 "mode": 0,
2169 "inputs": [
2170 {
2171 "localized_name": "image",
2172 "name": "image",
2173 "type": "IMAGE",
2174 "link": 35
2175 }
2176 ],
2177 "outputs": [
2178 {
2179 "localized_name": "IMAGE",
2180 "name": "IMAGE",
2181 "type": "IMAGE",
2182 "slot_index": 0,
2183 "links": [
2184 242
2185 ]
2186 }
2187 ],
2188 "properties": {
2189 "Node name for S&R": "ImageInvert",
2190 "enableTabs": false,
2191 "tabWidth": 65,
2192 "tabXOffset": 10,
2193 "hasSecondTab": false,
2194 "secondTabText": "Send Back",
2195 "secondTabOffset": 80,
2196 "secondTabWidth": 65,
2197 "cnr_id": "comfy-core",
2198 "ver": "0.3.34",
2199 "widget_ue_connectable": []
2200 },
2201 "widgets_values": []
2202 },
2203 {
2204 "id": 23,
2205 "type": "VAEEncode",
2206 "pos": [
2207 730,
2208 40
2209 ],
2210 "size": [
2211 210,
2212 50
2213 ],
2214 "flags": [],
2215 "order": 9,
2216 "mode": 0,
2217 "inputs": [
2218 {
2219 "localized_name": "pixels",
2220 "name": "pixels",
2221 "type": "IMAGE",
2222 "link": 37
2223 },
2224 {
2225 "localized_name": "vae",
2226 "name": "vae",
2227 "type": "VAE",
2228 "link": 38
2229 }
2230 ],
2231 "outputs": [
2232 {
2233 "localized_name": "LATENT",
2234 "name": "LATENT",
2235 "type": "LATENT",
2236 "slot_index": 0,
2237 "links": [
2238 201
2239 ]
2240 }
2241 ],
2242 "properties": {
2243 "Node name for S&R": "VAEEncode",
2244 "enableTabs": false,
2245 "tabWidth": 65,
2246 "tabXOffset": 10,
2247 "hasSecondTab": false,
2248 "secondTabText": "Send Back",
2249 "secondTabOffset": 80,
2250 "secondTabWidth": 65,
2251 "cnr_id": "comfy-core",
2252 "ver": "0.3.34",
2253 "widget_ue_connectable": []
2254 },
2255 "widgets_values": []
2256 },
2257 {
2258 "id": 28,
2259 "type": "SetFirstSigma",
2260 "pos": [
2261 730,
2262 -60
2263 ],
2264 "size": [
2265 210,
2266 60
2267 ],
2268 "flags": [],
2269 "order": 10,
2270 "mode": 0,
2271 "inputs": [
2272 {
2273 "localized_name": "sigmas",
2274 "name": "sigmas",
2275 "type": "SIGMAS",
2276 "link": 66
2277 },
2278 {
2279 "localized_name": "sigma",
2280 "name": "sigma",
2281 "type": "FLOAT",
2282 "widget": {
2283 "name": "sigma"
2284 },
2285 "link": 243
2286 }
2287 ],
2288 "outputs": [
2289 {
2290 "localized_name": "SIGMAS",
2291 "name": "SIGMAS",
2292 "type": "SIGMAS",
2293 "slot_index": 0,
2294 "links": [
2295 194
2296 ]
2297 }
2298 ],
2299 "properties": {
2300 "Node name for S&R": "SetFirstSigma",
2301 "enableTabs": false,
2302 "tabWidth": 65,
2303 "tabXOffset": 10,
2304 "hasSecondTab": false,
2305 "secondTabText": "Send Back",
2306 "secondTabOffset": 80,
2307 "secondTabWidth": 65,
2308 "cnr_id": "comfy-core",
2309 "ver": "0.3.34",
2310 "widget_ue_connectable": []
2311 },
2312 "widgets_values": [
2313 999.0000000000002
2314 ]
2315 },
2316 {
2317 "id": 115,
2318 "type": "LotusConditioning",
2319 "pos": [
2320 490,
2321 -230
2322 ],
2323 "size": [
2324 210,
2325 30
2326 ],
2327 "flags": [],
2328 "order": 4,
2329 "mode": 0,
2330 "inputs": [],
2331 "outputs": [
2332 {
2333 "localized_name": "conditioning",
2334 "name": "conditioning",
2335 "type": "CONDITIONING",
2336 "slot_index": 0,
2337 "links": [
2338 238
2339 ]
2340 }
2341 ],
2342 "properties": {
2343 "Node name for S&R": "LotusConditioning",
2344 "enableTabs": false,
2345 "tabWidth": 65,
2346 "tabXOffset": 10,
2347 "hasSecondTab": false,
2348 "secondTabText": "Send Back",
2349 "secondTabOffset": 80,
2350 "secondTabWidth": 65,
2351 "cnr_id": "comfy-core",
2352 "ver": "0.3.34",
2353 "widget_ue_connectable": []
2354 },
2355 "widgets_values": []
2356 }
2357 ],
2358 "groups": [
2359 {
2360 "id": 1,
2361 "title": "Load Models",
2362 "bounding": [
2363 120,
2364 -370,
2365 335,
2366 281.6000061035156
2367 ],
2368 "color": "#3f789e",
2369 "flags": []
2370 }
2371 ],
2372 "links": [
2373 {
2374 "id": 232,
2375 "origin_id": 16,
2376 "origin_slot": 0,
2377 "target_id": 114,
2378 "target_slot": 0,
2379 "type": "LATENT"
2380 },
2381 {
2382 "id": 240,
2383 "origin_id": 14,
2384 "origin_slot": 0,
2385 "target_id": 114,
2386 "target_slot": 1,
2387 "type": "VAE"
2388 },
2389 {
2390 "id": 237,
2391 "origin_id": 18,
2392 "origin_slot": 0,
2393 "target_id": 16,
2394 "target_slot": 0,
2395 "type": "NOISE"
2396 },
2397 {
2398 "id": 27,
2399 "origin_id": 19,
2400 "origin_slot": 0,
2401 "target_id": 16,
2402 "target_slot": 1,
2403 "type": "GUIDER"
2404 },
2405 {
2406 "id": 33,
2407 "origin_id": 21,
2408 "origin_slot": 0,
2409 "target_id": 16,
2410 "target_slot": 2,
2411 "type": "SAMPLER"
2412 },
2413 {
2414 "id": 194,
2415 "origin_id": 28,
2416 "origin_slot": 0,
2417 "target_id": 16,
2418 "target_slot": 3,
2419 "type": "SIGMAS"
2420 },
2421 {
2422 "id": 201,
2423 "origin_id": 23,
2424 "origin_slot": 0,
2425 "target_id": 16,
2426 "target_slot": 4,
2427 "type": "LATENT"
2428 },
2429 {
2430 "id": 241,
2431 "origin_id": 10,
2432 "origin_slot": 0,
2433 "target_id": 19,
2434 "target_slot": 0,
2435 "type": "MODEL"
2436 },
2437 {
2438 "id": 238,
2439 "origin_id": 115,
2440 "origin_slot": 0,
2441 "target_id": 19,
2442 "target_slot": 1,
2443 "type": "CONDITIONING"
2444 },
2445 {
2446 "id": 31,
2447 "origin_id": 10,
2448 "origin_slot": 0,
2449 "target_id": 20,
2450 "target_slot": 0,
2451 "type": "MODEL"
2452 },
2453 {
2454 "id": 35,
2455 "origin_id": 114,
2456 "origin_slot": 0,
2457 "target_id": 22,
2458 "target_slot": 0,
2459 "type": "IMAGE"
2460 },
2461 {
2462 "id": 38,
2463 "origin_id": 14,
2464 "origin_slot": 0,
2465 "target_id": 23,
2466 "target_slot": 1,
2467 "type": "VAE"
2468 },
2469 {
2470 "id": 66,
2471 "origin_id": 20,
2472 "origin_slot": 0,
2473 "target_id": 28,
2474 "target_slot": 0,
2475 "type": "SIGMAS"
2476 },
2477 {
2478 "id": 37,
2479 "origin_id": -10,
2480 "origin_slot": 0,
2481 "target_id": 23,
2482 "target_slot": 0,
2483 "type": "IMAGE"
2484 },
2485 {
2486 "id": 242,
2487 "origin_id": 22,
2488 "origin_slot": 0,
2489 "target_id": -20,
2490 "target_slot": 0,
2491 "type": "IMAGE"
2492 },
2493 {
2494 "id": 243,
2495 "origin_id": -10,
2496 "origin_slot": 1,
2497 "target_id": 28,
2498 "target_slot": 1,
2499 "type": "FLOAT"
2500 }
2501 ],
2502 "extra": {
2503 "workflowRendererVersion": "LG"
2504 }
2505 }
2506 ]
2507 },
2508 "config": [],
2509 "extra": {
2510 "ds": {
2511 "scale": 0.4364015557195899,
2512 "offset": [
2513 1239.562679946486,
2514 795.544197670986
2515 ]
2516 },
2517 "frontendVersion": "1.47.10",
2518 "workflowRendererVersion": "LG",
2519 "VHS_latentpreview": false,
2520 "VHS_latentpreviewrate": 0,
2521 "VHS_MetadataImage": true,
2522 "VHS_KeepIntermediate": true
2523 },
2524 "version": 0.4
2525}