ComfyPilotComfyPilot
工作流 / 图像 / FLUX.2 [Klein] 9B 蒸馏：图像编辑
FLUX.2 [Klein] 9B 蒸馏：图像编辑

FLUX.2 [Klein] 9B 蒸馏：图像编辑

FLUX.2 [Klein] 9B Distilled: Image Edit

BFL 蒸馏模型。亚秒级速度下仍具出色画质。适合实时生成并保留质量。营销发布将重点聚焦该模型。

图像 7 个节点 2 个输入 56 次使用 ComfyUI ≥ 0.9.2 ComfyUI 99 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 3 个权重文件，其中 1 个能在本站模型库里找到。

flux-2-klein-9b-fp8.safetensors 模型库暂未收录
full_encoder_small_decoder.safetensors 模型库暂未收录
qwen_3_8b_fp8mixed.safetensors 在模型库查看

节点构成

LoadImage × 2
SaveImage × 2
MarkdownNote × 1
7b34ab90-36f9-45ba-a665-71d418f0df18 × 1
65c22b29-59aa-496b-89c6-55a603658670 × 1

官方标注的模型

FLUXFLUX.2 Klein

工作流 JSON

和上面「下载工作流 JSON」是同一份文件。

1{
2 "id": "92112d97-bb64-4b44-86f2-ea5691ef8f6e",
3 "revision": 0,
4 "last_node_id": 150,
5 "last_link_id": 220,
6 "nodes": [
7 {
8 "id": 76,
9 "type": "LoadImage",
10 "pos": [
11 -80,
12 810
13 ],
14 "size": [
15 319.984375,
16 409.984375
17 ],
18 "flags": [],
19 "order": 0,
20 "mode": 0,
21 "inputs": [],
22 "outputs": [
23 {
24 "name": "IMAGE",
25 "type": "IMAGE",
26 "links": [
27 155,
28 169
29 ]
30 },
31 {
32 "name": "MASK",
33 "type": "MASK",
34 "links": null
35 }
36 ],
37 "properties": {
38 "Node name for S&R": "LoadImage",
39 "enableTabs": false,
40 "tabWidth": 65,
41 "tabXOffset": 10,
42 "hasSecondTab": false,
43 "secondTabText": "Send Back",
44 "secondTabOffset": 80,
45 "secondTabWidth": 65,
46 "cnr_id": "comfy-core",
47 "ver": "0.8.2",
48 "ue_properties": {
49 "widget_ue_connectable": [],
50 "version": "7.7",
51 "input_ue_unconnectable": []
52 }
53 },
54 "widgets_values": [
55 "bold_outfit_woman.jpeg",
56 "image"
57 ]
58 },
59 {
60 "id": 9,
61 "type": "SaveImage",
62 "pos": [
63 870,
64 810
65 ],
66 "size": [
67 379.984375,
68 409.984375
69 ],
70 "flags": [],
71 "order": 5,
72 "mode": 0,
73 "inputs": [
74 {
75 "name": "images",
76 "type": "IMAGE",
77 "link": 154
78 }
79 ],
80 "outputs": [
81 {
82 "name": "images",
83 "type": "IMAGE",
84 "links": null
85 }
86 ],
87 "properties": {
88 "enableTabs": false,
89 "tabWidth": 65,
90 "tabXOffset": 10,
91 "hasSecondTab": false,
92 "secondTabText": "Send Back",
93 "secondTabOffset": 80,
94 "secondTabWidth": 65,
95 "cnr_id": "comfy-core",
96 "ver": "0.8.2",
97 "Node name for S&R": "SaveImage",
98 "ue_properties": {
99 "widget_ue_connectable": [],
100 "version": "7.7",
101 "input_ue_unconnectable": []
102 }
103 },
104 "widgets_values": [
105 "Flux2-Klein"
106 ]
107 },
108 {
109 "id": 97,
110 "type": "MarkdownNote",
111 "pos": [
112 -600,
113 810
114 ],
115 "size": [
116 479.984375,
117 909.984375
118 ],
119 "flags": [],
120 "order": 1,
121 "mode": 0,
122 "inputs": [],
123 "outputs": [],
124 "properties": {
125 "ue_properties": {
126 "widget_ue_connectable": [],
127 "version": "7.7",
128 "input_ue_unconnectable": []
129 }
130 },
131 "widgets_values": [
132 "## Model Links\n\n- [Hugging Face:Comfy-Org/flux2-klein-9B](https://huggingface.co/Comfy-Org/flux2-klein-9B)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/flux2-klein-9B](https://modelscope.cn/models/Comfy-Org/flux2-klein-9B)\n\n**diffusion_models**\n\n- [flux-2-klein-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors)\n\n**text_encoders**\n\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors) (8.07 GB)\n\n**vae**\n\n- [full_encoder_small_decoder.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors) (238 MB)\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ └── flux-2-klein-9b-fp8.safetensors\n│ ├── 📂 text_encoders/\n│ │ └── qwen_3_8b_fp8mixed.safetensors\n│ └── 📂 vae/\n│ └── full_encoder_small_decoder.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n"
133 ],
134 "color": "#222",
135 "bgcolor": "#000"
136 },
137 {
138 "id": 75,
139 "type": "7b34ab90-36f9-45ba-a665-71d418f0df18",
140 "pos": [
141 340,
142 810
143 ],
144 "size": [
145 399.984375,
146 409.984375
147 ],
148 "flags": [],
149 "order": 3,
150 "mode": 0,
151 "inputs": [
152 {
153 "label": "prompt",
154 "name": "text",
155 "type": "STRING",
156 "widget": {
157 "name": "text"
158 },
159 "link": null
160 },
161 {
162 "name": "image",
163 "type": "IMAGE",
164 "link": 155
165 }
166 ],
167 "outputs": [
168 {
169 "name": "IMAGE",
170 "type": "IMAGE",
171 "links": [
172 154
173 ]
174 }
175 ],
176 "properties": {
177 "enableTabs": false,
178 "tabWidth": 65,
179 "tabXOffset": 10,
180 "hasSecondTab": false,
181 "secondTabText": "Send Back",
182 "secondTabOffset": 80,
183 "secondTabWidth": 65,
184 "cnr_id": "comfy-core",
185 "ver": "0.8.2",
186 "ue_properties": {
187 "widget_ue_connectable": {
188 "text": true
189 },
190 "version": "7.7",
191 "input_ue_unconnectable": []
192 },
193 "proxyWidgetErrorQuarantine": [
194 {
195 "originalEntry": [
196 "73",
197 "control_after_generate"
198 ],
199 "reason": "missingSubgraphInput",
200 "attemptedAtVersion": 1
201 }
202 ],
203 "previewExposures": []
204 },
205 "widgets_values": [
206 "flux-2-klein-9b-fp8.safetensors",
207 "qwen_3_8b_fp8mixed.safetensors",
208 "full_encoder_small_decoder.safetensors",
209 "Replace the background with a quiet coastal cliff at overcast sunset. Remove all buildings and streets. Add wind-shaped grass and a distant ocean horizon. Keep the subject’s pose and framing unchanged.",
210 26416064315367
211 ]
212 },
213 {
214 "id": 122,
215 "type": "SaveImage",
216 "pos": [
217 900,
218 1430
219 ],
220 "size": [
221 359.984375,
222 409.984375
223 ],
224 "flags": [],
225 "order": 6,
226 "mode": 4,
227 "inputs": [
228 {
229 "name": "images",
230 "type": "IMAGE",
231 "link": 191
232 }
233 ],
234 "outputs": [
235 {
236 "name": "images",
237 "type": "IMAGE",
238 "links": null
239 }
240 ],
241 "properties": {
242 "enableTabs": false,
243 "tabWidth": 65,
244 "tabXOffset": 10,
245 "hasSecondTab": false,
246 "secondTabText": "Send Back",
247 "secondTabOffset": 80,
248 "secondTabWidth": 65,
249 "cnr_id": "comfy-core",
250 "ver": "0.17.0",
251 "Node name for S&R": "SaveImage",
252 "ue_properties": {
253 "widget_ue_connectable": [],
254 "version": "7.7",
255 "input_ue_unconnectable": []
256 }
257 },
258 "widgets_values": [
259 "ComfyUI"
260 ]
261 },
262 {
263 "id": 121,
264 "type": "LoadImage",
265 "pos": [
266 -60,
267 1440
268 ],
269 "size": [
270 319.984375,
271 409.984375
272 ],
273 "flags": [],
274 "order": 2,
275 "mode": 0,
276 "inputs": [],
277 "outputs": [
278 {
279 "name": "IMAGE",
280 "type": "IMAGE",
281 "links": [
282 189
283 ]
284 },
285 {
286 "name": "MASK",
287 "type": "MASK",
288 "links": null
289 }
290 ],
291 "properties": {
292 "Node name for S&R": "LoadImage",
293 "enableTabs": false,
294 "tabWidth": 65,
295 "tabXOffset": 10,
296 "hasSecondTab": false,
297 "secondTabText": "Send Back",
298 "secondTabOffset": 80,
299 "secondTabWidth": 65,
300 "cnr_id": "comfy-core",
301 "ver": "0.8.2",
302 "ue_properties": {
303 "widget_ue_connectable": [],
304 "version": "7.7",
305 "input_ue_unconnectable": []
306 }
307 },
308 "widgets_values": [
309 "handbag_white.png",
310 "image"
311 ]
312 },
313 {
314 "id": 92,
315 "type": "65c22b29-59aa-496b-89c6-55a603658670",
316 "pos": [
317 340,
318 1430
319 ],
320 "size": [
321 399.984375,
322 409.984375
323 ],
324 "flags": [],
325 "order": 4,
326 "mode": 4,
327 "inputs": [
328 {
329 "label": "prompt",
330 "name": "text",
331 "type": "STRING",
332 "widget": {
333 "name": "text"
334 },
335 "link": null
336 },
337 {
338 "label": "reference_image1",
339 "name": "image",
340 "type": "IMAGE",
341 "link": 169
342 },
343 {
344 "label": "reference_image2",
345 "name": "image_1",
346 "type": "IMAGE",
347 "link": 189
348 }
349 ],
350 "outputs": [
351 {
352 "name": "IMAGE",
353 "type": "IMAGE",
354 "links": [
355 191
356 ]
357 }
358 ],
359 "properties": {
360 "enableTabs": false,
361 "tabWidth": 65,
362 "tabXOffset": 10,
363 "hasSecondTab": false,
364 "secondTabText": "Send Back",
365 "secondTabOffset": 80,
366 "secondTabWidth": 65,
367 "cnr_id": "comfy-core",
368 "ver": "0.8.2",
369 "ue_properties": {
370 "widget_ue_connectable": {
371 "text": true
372 },
373 "version": "7.7",
374 "input_ue_unconnectable": []
375 },
376 "proxyWidgetErrorQuarantine": [
377 {
378 "originalEntry": [
379 "106",
380 "control_after_generate"
381 ],
382 "reason": "missingSubgraphInput",
383 "attemptedAtVersion": 1
384 }
385 ],
386 "previewExposures": []
387 },
388 "widgets_values": [
389 "flux-2-klein-9b-fp8.safetensors",
390 "qwen_3_8b_fp8mixed.safetensors",
391 "full_encoder_small_decoder.safetensors",
392 "Let this character hold the bag with both hands",
393 583453753589969
394 ]
395 }
396 ],
397 "links": [
398 [
399 154,
400 75,
401 0,
402 9,
403 0,
404 "IMAGE"
405 ],
406 [
407 155,
408 76,
409 0,
410 75,
411 1,
412 "IMAGE"
413 ],
414 [
415 169,
416 76,
417 0,
418 92,
419 1,
420 "IMAGE"
421 ],
422 [
423 189,
424 121,
425 0,
426 92,
427 2,
428 "IMAGE"
429 ],
430 [
431 191,
432 92,
433 0,
434 122,
435 0,
436 "IMAGE"
437 ]
438 ],
439 "groups": [
440 {
441 "id": 3,
442 "title": "Multiple input example（Select all nodes then Ctrl-B to enable/disable）",
443 "bounding": [
444 310,
445 1340,
446 991.6666666666667,
447 600
448 ],
449 "color": "#3f789e",
450 "flags": []
451 }
452 ],
453 "definitions": {
454 "subgraphs": [
455 {
456 "id": "7b34ab90-36f9-45ba-a665-71d418f0df18",
457 "version": 1,
458 "state": {
459 "lastGroupId": 7,
460 "lastNodeId": 150,
461 "lastLinkId": 220,
462 "lastRerouteId": 0
463 },
464 "revision": 0,
465 "config": [],
466 "name": "Image Edit (FLUX.2 Klein 9B Distilled)",
467 "inputNode": {
468 "id": -10,
469 "bounding": [
470 -920,
471 540,
472 120,
473 140
474 ]
475 },
476 "outputNode": {
477 "id": -20,
478 "bounding": [
479 1373.6666536013363,
480 549.0277780034634,
481 120,
482 60
483 ]
484 },
485 "inputs": [
486 {
487 "id": "ae713dbf-52cb-471a-807d-b12fa9acbb48",
488 "name": "unet_name",
489 "type": "COMBO",
490 "linkIds": [
491 159
492 ],
493 "pos": [
494 -820,
495 560
496 ]
497 },
498 {
499 "id": "f29f705e-e43a-4502-b231-a1eea93a1d69",
500 "name": "clip_name",
501 "type": "COMBO",
502 "linkIds": [
503 160
504 ],
505 "pos": [
506 -820,
507 580
508 ]
509 },
510 {
511 "id": "a954f490-386b-4367-9ea1-1b65913963a5",
512 "name": "vae_name",
513 "type": "COMBO",
514 "linkIds": [
515 161
516 ],
517 "pos": [
518 -820,
519 600
520 ]
521 },
522 {
523 "id": "7061147a-fb75-450d-8e97-c8be594a8e16",
524 "name": "text",
525 "type": "STRING",
526 "linkIds": [
527 162
528 ],
529 "label": "prompt",
530 "pos": [
531 -820,
532 620
533 ]
534 },
535 {
536 "id": "68629112-b7b0-41ce-8912-23adad00d3db",
537 "name": "image",
538 "type": "IMAGE",
539 "linkIds": [
540 175
541 ],
542 "pos": [
543 -820,
544 640
545 ]
546 },
547 {
548 "id": "28a1ca82-e413-4da8-9a02-10a5b8768b1d",
549 "name": "noise_seed",
550 "type": "INT",
551 "linkIds": [
552 219
553 ],
554 "pos": [
555 0,
556 0
557 ]
558 }
559 ],
560 "outputs": [
561 {
562 "id": "c5e7966d-07ed-4c9a-ad89-9d378a41ea7b",
563 "name": "IMAGE",
564 "type": "IMAGE",
565 "linkIds": [
566 153
567 ],
568 "localized_name": "IMAGE",
569 "pos": [
570 1393.6666536013363,
571 569.0277780034634
572 ]
573 }
574 ],
575 "widgets": [],
576 "nodes": [
577 {
578 "id": 61,
579 "type": "KSamplerSelect",
580 "pos": [
581 540,
582 560
583 ],
584 "size": [
585 270,
586 110
587 ],
588 "flags": [],
589 "order": 0,
590 "mode": 0,
591 "inputs": [],
592 "outputs": [
593 {
594 "localized_name": "SAMPLER",
595 "name": "SAMPLER",
596 "type": "SAMPLER",
597 "links": [
598 144
599 ]
600 }
601 ],
602 "properties": {
603 "Node name for S&R": "KSamplerSelect",
604 "enableTabs": false,
605 "tabWidth": 65,
606 "tabXOffset": 10,
607 "hasSecondTab": false,
608 "secondTabText": "Send Back",
609 "secondTabOffset": 80,
610 "secondTabWidth": 65,
611 "cnr_id": "comfy-core",
612 "ver": "0.8.2",
613 "ue_properties": {
614 "widget_ue_connectable": [],
615 "version": "7.7",
616 "input_ue_unconnectable": []
617 }
618 },
619 "widgets_values": [
620 "euler"
621 ]
622 },
623 {
624 "id": 64,
625 "type": "SamplerCustomAdvanced",
626 "pos": [
627 880,
628 200
629 ],
630 "size": [
631 230,
632 170
633 ],
634 "flags": [],
635 "order": 4,
636 "mode": 0,
637 "inputs": [
638 {
639 "localized_name": "noise",
640 "name": "noise",
641 "type": "NOISE",
642 "link": 142
643 },
644 {
645 "localized_name": "guider",
646 "name": "guider",
647 "type": "GUIDER",
648 "link": 143
649 },
650 {
651 "localized_name": "sampler",
652 "name": "sampler",
653 "type": "SAMPLER",
654 "link": 144
655 },
656 {
657 "localized_name": "sigmas",
658 "name": "sigmas",
659 "type": "SIGMAS",
660 "link": 145
661 },
662 {
663 "localized_name": "latent_image",
664 "name": "latent_image",
665 "type": "LATENT",
666 "link": 146
667 }
668 ],
669 "outputs": [
670 {
671 "localized_name": "output",
672 "name": "output",
673 "type": "LATENT",
674 "links": [
675 147
676 ]
677 },
678 {
679 "localized_name": "denoised_output",
680 "name": "denoised_output",
681 "type": "LATENT",
682 "links": []
683 }
684 ],
685 "properties": {
686 "Node name for S&R": "SamplerCustomAdvanced",
687 "enableTabs": false,
688 "tabWidth": 65,
689 "tabXOffset": 10,
690 "hasSecondTab": false,
691 "secondTabText": "Send Back",
692 "secondTabOffset": 80,
693 "secondTabWidth": 65,
694 "cnr_id": "comfy-core",
695 "ver": "0.8.2",
696 "ue_properties": {
697 "widget_ue_connectable": [],
698 "version": "7.7",
699 "input_ue_unconnectable": []
700 }
701 },
702 "widgets_values": []
703 },
704 {
705 "id": 65,
706 "type": "VAEDecode",
707 "pos": [
708 1220,
709 210
710 ],
711 "size": [
712 230,
713 100
714 ],
715 "flags": [],
716 "order": 5,
717 "mode": 0,
718 "inputs": [
719 {
720 "localized_name": "samples",
721 "name": "samples",
722 "type": "LATENT",
723 "link": 147
724 },
725 {
726 "localized_name": "vae",
727 "name": "vae",
728 "type": "VAE",
729 "link": 148
730 }
731 ],
732 "outputs": [
733 {
734 "localized_name": "IMAGE",
735 "name": "IMAGE",
736 "type": "IMAGE",
737 "slot_index": 0,
738 "links": [
739 153
740 ]
741 }
742 ],
743 "properties": {
744 "Node name for S&R": "VAEDecode",
745 "enableTabs": false,
746 "tabWidth": 65,
747 "tabXOffset": 10,
748 "hasSecondTab": false,
749 "secondTabText": "Send Back",
750 "secondTabOffset": 80,
751 "secondTabWidth": 65,
752 "cnr_id": "comfy-core",
753 "ver": "0.8.2",
754 "ue_properties": {
755 "widget_ue_connectable": [],
756 "version": "7.7",
757 "input_ue_unconnectable": []
758 }
759 },
760 "widgets_values": []
761 },
762 {
763 "id": 73,
764 "type": "RandomNoise",
765 "pos": [
766 540,
767 200
768 ],
769 "size": [
770 270,
771 110
772 ],
773 "flags": [],
774 "order": 1,
775 "mode": 0,
776 "inputs": [
777 {
778 "localized_name": "noise_seed",
779 "name": "noise_seed",
780 "type": "INT",
781 "widget": {
782 "name": "noise_seed"
783 },
784 "link": 219
785 }
786 ],
787 "outputs": [
788 {
789 "localized_name": "NOISE",
790 "name": "NOISE",
791 "type": "NOISE",
792 "links": [
793 142
794 ]
795 }
796 ],
797 "properties": {
798 "Node name for S&R": "RandomNoise",
799 "enableTabs": false,
800 "tabWidth": 65,
801 "tabXOffset": 10,
802 "hasSecondTab": false,
803 "secondTabText": "Send Back",
804 "secondTabOffset": 80,
805 "secondTabWidth": 65,
806 "cnr_id": "comfy-core",
807 "ver": "0.8.2",
808 "ue_properties": {
809 "widget_ue_connectable": [],
810 "version": "7.7",
811 "input_ue_unconnectable": []
812 }
813 },
814 "widgets_values": [
815 26416064315367,
816 "randomize"
817 ]
818 },
819 {
820 "id": 70,
821 "type": "UNETLoader",
822 "pos": [
823 -390,
824 200
825 ],
826 "size": [
827 370,
828 110
829 ],
830 "flags": [],
831 "order": 7,
832 "mode": 0,
833 "inputs": [
834 {
835 "localized_name": "unet_name",
836 "name": "unet_name",
837 "type": "COMBO",
838 "widget": {
839 "name": "unet_name"
840 },
841 "link": 159
842 }
843 ],
844 "outputs": [
845 {
846 "localized_name": "MODEL",
847 "name": "MODEL",
848 "type": "MODEL",
849 "links": [
850 139
851 ]
852 }
853 ],
854 "properties": {
855 "Node name for S&R": "UNETLoader",
856 "enableTabs": false,
857 "tabWidth": 65,
858 "tabXOffset": 10,
859 "hasSecondTab": false,
860 "secondTabText": "Send Back",
861 "secondTabOffset": 80,
862 "secondTabWidth": 65,
863 "cnr_id": "comfy-core",
864 "ver": "0.8.2",
865 "models": [
866 {
867 "name": "flux-2-klein-9b-fp8.safetensors",
868 "url": "https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors",
869 "directory": "diffusion_models"
870 }
871 ],
872 "ue_properties": {
873 "widget_ue_connectable": [],
874 "version": "7.7",
875 "input_ue_unconnectable": []
876 }
877 },
878 "widgets_values": [
879 "flux-2-klein-9b-fp8.safetensors",
880 "default"
881 ]
882 },
883 {
884 "id": 71,
885 "type": "CLIPLoader",
886 "pos": [
887 -390,
888 440
889 ],
890 "size": [
891 370,
892 150
893 ],
894 "flags": [],
895 "order": 8,
896 "mode": 0,
897 "inputs": [
898 {
899 "localized_name": "clip_name",
900 "name": "clip_name",
901 "type": "COMBO",
902 "widget": {
903 "name": "clip_name"
904 },
905 "link": 160
906 }
907 ],
908 "outputs": [
909 {
910 "localized_name": "CLIP",
911 "name": "CLIP",
912 "type": "CLIP",
913 "links": [
914 151
915 ]
916 }
917 ],
918 "properties": {
919 "Node name for S&R": "CLIPLoader",
920 "enableTabs": false,
921 "tabWidth": 65,
922 "tabXOffset": 10,
923 "hasSecondTab": false,
924 "secondTabText": "Send Back",
925 "secondTabOffset": 80,
926 "secondTabWidth": 65,
927 "cnr_id": "comfy-core",
928 "ver": "0.8.2",
929 "models": [
930 {
931 "name": "qwen_3_8b_fp8mixed.safetensors",
932 "url": "https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors",
933 "directory": "text_encoders"
934 }
935 ],
936 "ue_properties": {
937 "widget_ue_connectable": [],
938 "version": "7.7",
939 "input_ue_unconnectable": []
940 }
941 },
942 "widgets_values": [
943 "qwen_3_8b_fp8mixed.safetensors",
944 "flux2",
945 "default"
946 ]
947 },
948 {
949 "id": 66,
950 "type": "EmptyFlux2LatentImage",
951 "pos": [
952 830,
953 980
954 ],
955 "size": [
956 270,
957 170
958 ],
959 "flags": [],
960 "order": 6,
961 "mode": 0,
962 "inputs": [
963 {
964 "localized_name": "width",
965 "name": "width",
966 "type": "INT",
967 "widget": {
968 "name": "width"
969 },
970 "link": 172
971 },
972 {
973 "localized_name": "height",
974 "name": "height",
975 "type": "INT",
976 "widget": {
977 "name": "height"
978 },
979 "link": 174
980 }
981 ],
982 "outputs": [
983 {
984 "localized_name": "LATENT",
985 "name": "LATENT",
986 "type": "LATENT",
987 "links": [
988 146
989 ]
990 }
991 ],
992 "properties": {
993 "Node name for S&R": "EmptyFlux2LatentImage",
994 "enableTabs": false,
995 "tabWidth": 65,
996 "tabXOffset": 10,
997 "hasSecondTab": false,
998 "secondTabText": "Send Back",
999 "secondTabOffset": 80,
1000 "secondTabWidth": 65,
1001 "cnr_id": "comfy-core",
1002 "ver": "0.8.2",
1003 "ue_properties": {
1004 "widget_ue_connectable": [],
1005 "version": "7.7",
1006 "input_ue_unconnectable": []
1007 }
1008 },
1009 "widgets_values": [
1010 1024,
1011 1024,
1012 1
1013 ]
1014 },
1015 {
1016 "id": 63,
1017 "type": "CFGGuider",
1018 "pos": [
1019 540,
1020 350
1021 ],
1022 "size": [
1023 270,
1024 160
1025 ],
1026 "flags": [],
1027 "order": 3,
1028 "mode": 0,
1029 "inputs": [
1030 {
1031 "localized_name": "model",
1032 "name": "model",
1033 "type": "MODEL",
1034 "link": 139
1035 },
1036 {
1037 "localized_name": "positive",
1038 "name": "positive",
1039 "type": "CONDITIONING",
1040 "link": 194
1041 },
1042 {
1043 "localized_name": "negative",
1044 "name": "negative",
1045 "type": "CONDITIONING",
1046 "link": 195
1047 }
1048 ],
1049 "outputs": [
1050 {
1051 "localized_name": "GUIDER",
1052 "name": "GUIDER",
1053 "type": "GUIDER",
1054 "links": [
1055 143
1056 ]
1057 }
1058 ],
1059 "properties": {
1060 "Node name for S&R": "CFGGuider",
1061 "enableTabs": false,
1062 "tabWidth": 65,
1063 "tabXOffset": 10,
1064 "hasSecondTab": false,
1065 "secondTabText": "Send Back",
1066 "secondTabOffset": 80,
1067 "secondTabWidth": 65,
1068 "cnr_id": "comfy-core",
1069 "ver": "0.8.2",
1070 "ue_properties": {
1071 "widget_ue_connectable": [],
1072 "version": "7.7",
1073 "input_ue_unconnectable": []
1074 }
1075 },
1076 "widgets_values": [
1077 1
1078 ]
1079 },
1080 {
1081 "id": 62,
1082 "type": "Flux2Scheduler",
1083 "pos": [
1084 540,
1085 730
1086 ],
1087 "size": [
1088 270,
1089 170
1090 ],
1091 "flags": [],
1092 "order": 2,
1093 "mode": 0,
1094 "inputs": [
1095 {
1096 "localized_name": "width",
1097 "name": "width",
1098 "type": "INT",
1099 "widget": {
1100 "name": "width"
1101 },
1102 "link": 171
1103 },
1104 {
1105 "localized_name": "height",
1106 "name": "height",
1107 "type": "INT",
1108 "widget": {
1109 "name": "height"
1110 },
1111 "link": 173
1112 }
1113 ],
1114 "outputs": [
1115 {
1116 "localized_name": "SIGMAS",
1117 "name": "SIGMAS",
1118 "type": "SIGMAS",
1119 "links": [
1120 145
1121 ]
1122 }
1123 ],
1124 "properties": {
1125 "Node name for S&R": "Flux2Scheduler",
1126 "enableTabs": false,
1127 "tabWidth": 65,
1128 "tabXOffset": 10,
1129 "hasSecondTab": false,
1130 "secondTabText": "Send Back",
1131 "secondTabOffset": 80,
1132 "secondTabWidth": 65,
1133 "cnr_id": "comfy-core",
1134 "ver": "0.8.2",
1135 "ue_properties": {
1136 "widget_ue_connectable": [],
1137 "version": "7.7",
1138 "input_ue_unconnectable": []
1139 }
1140 },
1141 "widgets_values": [
1142 4,
1143 1024,
1144 1024
1145 ]
1146 },
1147 {
1148 "id": 99,
1149 "type": "GetImageSize",
1150 "pos": [
1151 530,
1152 980
1153 ],
1154 "size": [
1155 230,
1156 120
1157 ],
1158 "flags": [],
1159 "order": 13,
1160 "mode": 0,
1161 "inputs": [
1162 {
1163 "localized_name": "image",
1164 "name": "image",
1165 "type": "IMAGE",
1166 "link": 170
1167 }
1168 ],
1169 "outputs": [
1170 {
1171 "localized_name": "width",
1172 "name": "width",
1173 "type": "INT",
1174 "links": [
1175 171,
1176 172
1177 ]
1178 },
1179 {
1180 "localized_name": "height",
1181 "name": "height",
1182 "type": "INT",
1183 "links": [
1184 173,
1185 174
1186 ]
1187 },
1188 {
1189 "localized_name": "batch_size",
1190 "name": "batch_size",
1191 "type": "INT",
1192 "links": null
1193 }
1194 ],
1195 "properties": {
1196 "Node name for S&R": "GetImageSize",
1197 "enableTabs": false,
1198 "tabWidth": 65,
1199 "tabXOffset": 10,
1200 "hasSecondTab": false,
1201 "secondTabText": "Send Back",
1202 "secondTabOffset": 80,
1203 "secondTabWidth": 65,
1204 "cnr_id": "comfy-core",
1205 "ver": "0.8.2",
1206 "ue_properties": {
1207 "widget_ue_connectable": [],
1208 "version": "7.7",
1209 "input_ue_unconnectable": []
1210 }
1211 },
1212 "widgets_values": []
1213 },
1214 {
1215 "id": 123,
1216 "type": "ReferenceLatent",
1217 "pos": [
1218 250,
1219 1150
1220 ],
1221 "size": [
1222 230,
1223 100
1224 ],
1225 "flags": {
1226 "collapsed": false
1227 },
1228 "order": 14,
1229 "mode": 0,
1230 "inputs": [
1231 {
1232 "localized_name": "conditioning",
1233 "name": "conditioning",
1234 "type": "CONDITIONING",
1235 "link": 200
1236 },
1237 {
1238 "localized_name": "latent",
1239 "name": "latent",
1240 "shape": 7,
1241 "type": "LATENT",
1242 "link": 192
1243 }
1244 ],
1245 "outputs": [
1246 {
1247 "localized_name": "CONDITIONING",
1248 "name": "CONDITIONING",
1249 "type": "CONDITIONING",
1250 "links": [
1251 195
1252 ]
1253 }
1254 ],
1255 "properties": {
1256 "Node name for S&R": "ReferenceLatent",
1257 "enableTabs": false,
1258 "tabWidth": 65,
1259 "tabXOffset": 10,
1260 "hasSecondTab": false,
1261 "secondTabText": "Send Back",
1262 "secondTabOffset": 80,
1263 "secondTabWidth": 65,
1264 "cnr_id": "comfy-core",
1265 "ver": "0.8.2",
1266 "ue_properties": {
1267 "widget_ue_connectable": [],
1268 "version": "7.7",
1269 "input_ue_unconnectable": []
1270 }
1271 },
1272 "widgets_values": []
1273 },
1274 {
1275 "id": 80,
1276 "type": "ImageScaleToTotalPixels",
1277 "pos": [
1278 -380,
1279 1000
1280 ],
1281 "size": [
1282 270,
1283 140
1284 ],
1285 "flags": [],
1286 "order": 11,
1287 "mode": 0,
1288 "inputs": [
1289 {
1290 "localized_name": "image",
1291 "name": "image",
1292 "type": "IMAGE",
1293 "link": 175
1294 }
1295 ],
1296 "outputs": [
1297 {
1298 "localized_name": "IMAGE",
1299 "name": "IMAGE",
1300 "type": "IMAGE",
1301 "links": [
1302 169,
1303 170,
1304 196
1305 ]
1306 }
1307 ],
1308 "properties": {
1309 "Node name for S&R": "ImageScaleToTotalPixels",
1310 "enableTabs": false,
1311 "tabWidth": 65,
1312 "tabXOffset": 10,
1313 "hasSecondTab": false,
1314 "secondTabText": "Send Back",
1315 "secondTabOffset": 80,
1316 "secondTabWidth": 65,
1317 "cnr_id": "comfy-core",
1318 "ver": "0.8.2",
1319 "ue_properties": {
1320 "widget_ue_connectable": [],
1321 "version": "7.7",
1322 "input_ue_unconnectable": []
1323 }
1324 },
1325 "widgets_values": [
1326 "nearest-exact",
1327 1,
1328 1
1329 ]
1330 },
1331 {
1332 "id": 72,
1333 "type": "VAELoader",
1334 "pos": [
1335 -390,
1336 710
1337 ],
1338 "size": [
1339 370,
1340 110
1341 ],
1342 "flags": [],
1343 "order": 9,
1344 "mode": 0,
1345 "inputs": [
1346 {
1347 "localized_name": "vae_name",
1348 "name": "vae_name",
1349 "type": "COMBO",
1350 "widget": {
1351 "name": "vae_name"
1352 },
1353 "link": 161
1354 }
1355 ],
1356 "outputs": [
1357 {
1358 "localized_name": "VAE",
1359 "name": "VAE",
1360 "type": "VAE",
1361 "links": [
1362 148,
1363 176,
1364 197
1365 ]
1366 }
1367 ],
1368 "properties": {
1369 "Node name for S&R": "VAELoader",
1370 "enableTabs": false,
1371 "tabWidth": 65,
1372 "tabXOffset": 10,
1373 "hasSecondTab": false,
1374 "secondTabText": "Send Back",
1375 "secondTabOffset": 80,
1376 "secondTabWidth": 65,
1377 "cnr_id": "comfy-core",
1378 "ver": "0.8.2",
1379 "models": [
1380 {
1381 "name": "full_encoder_small_decoder.safetensors",
1382 "url": "https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors",
1383 "directory": "vae"
1384 }
1385 ],
1386 "ue_properties": {
1387 "widget_ue_connectable": [],
1388 "version": "7.7",
1389 "input_ue_unconnectable": []
1390 }
1391 },
1392 "widgets_values": [
1393 "full_encoder_small_decoder.safetensors"
1394 ]
1395 },
1396 {
1397 "id": 125,
1398 "type": "ReferenceLatent",
1399 "pos": [
1400 250,
1401 1010
1402 ],
1403 "size": [
1404 230,
1405 100
1406 ],
1407 "flags": {
1408 "collapsed": false
1409 },
1410 "order": 16,
1411 "mode": 0,
1412 "inputs": [
1413 {
1414 "localized_name": "conditioning",
1415 "name": "conditioning",
1416 "type": "CONDITIONING",
1417 "link": 199
1418 },
1419 {
1420 "localized_name": "latent",
1421 "name": "latent",
1422 "shape": 7,
1423 "type": "LATENT",
1424 "link": 193
1425 }
1426 ],
1427 "outputs": [
1428 {
1429 "localized_name": "CONDITIONING",
1430 "name": "CONDITIONING",
1431 "type": "CONDITIONING",
1432 "links": [
1433 194
1434 ]
1435 }
1436 ],
1437 "properties": {
1438 "Node name for S&R": "ReferenceLatent",
1439 "enableTabs": false,
1440 "tabWidth": 65,
1441 "tabXOffset": 10,
1442 "hasSecondTab": false,
1443 "secondTabText": "Send Back",
1444 "secondTabOffset": 80,
1445 "secondTabWidth": 65,
1446 "cnr_id": "comfy-core",
1447 "ver": "0.8.2",
1448 "ue_properties": {
1449 "widget_ue_connectable": [],
1450 "version": "7.7",
1451 "input_ue_unconnectable": []
1452 }
1453 },
1454 "widgets_values": []
1455 },
1456 {
1457 "id": 74,
1458 "type": "CLIPTextEncode",
1459 "pos": [
1460 30,
1461 200
1462 ],
1463 "size": [
1464 450,
1465 590
1466 ],
1467 "flags": [],
1468 "order": 10,
1469 "mode": 0,
1470 "inputs": [
1471 {
1472 "localized_name": "clip",
1473 "name": "clip",
1474 "type": "CLIP",
1475 "link": 151
1476 },
1477 {
1478 "localized_name": "text",
1479 "name": "text",
1480 "type": "STRING",
1481 "widget": {
1482 "name": "text"
1483 },
1484 "link": 162
1485 }
1486 ],
1487 "outputs": [
1488 {
1489 "localized_name": "CONDITIONING",
1490 "name": "CONDITIONING",
1491 "type": "CONDITIONING",
1492 "slot_index": 0,
1493 "links": [
1494 165,
1495 177,
1496 199
1497 ]
1498 }
1499 ],
1500 "title": "CLIP Text Encode (Positive Prompt)",
1501 "properties": {
1502 "Node name for S&R": "CLIPTextEncode",
1503 "enableTabs": false,
1504 "tabWidth": 65,
1505 "tabXOffset": 10,
1506 "hasSecondTab": false,
1507 "secondTabText": "Send Back",
1508 "secondTabOffset": 80,
1509 "secondTabWidth": 65,
1510 "cnr_id": "comfy-core",
1511 "ver": "0.8.2",
1512 "ue_properties": {
1513 "widget_ue_connectable": [],
1514 "version": "7.7",
1515 "input_ue_unconnectable": []
1516 }
1517 },
1518 "widgets_values": [
1519 "Replace the background with a quiet coastal cliff at overcast sunset. Remove all buildings and streets. Add wind-shaped grass and a distant ocean horizon. Keep the subject’s pose and framing unchanged."
1520 ],
1521 "color": "#232",
1522 "bgcolor": "#353"
1523 },
1524 {
1525 "id": 82,
1526 "type": "ConditioningZeroOut",
1527 "pos": [
1528 250,
1529 870
1530 ],
1531 "size": [
1532 230,
1533 80
1534 ],
1535 "flags": {
1536 "collapsed": true
1537 },
1538 "order": 12,
1539 "mode": 0,
1540 "inputs": [
1541 {
1542 "localized_name": "conditioning",
1543 "name": "conditioning",
1544 "type": "CONDITIONING",
1545 "link": 177
1546 }
1547 ],
1548 "outputs": [
1549 {
1550 "localized_name": "CONDITIONING",
1551 "name": "CONDITIONING",
1552 "type": "CONDITIONING",
1553 "links": [
1554 178,
1555 200
1556 ]
1557 }
1558 ],
1559 "properties": {
1560 "Node name for S&R": "ConditioningZeroOut",
1561 "enableTabs": false,
1562 "tabWidth": 65,
1563 "tabXOffset": 10,
1564 "hasSecondTab": false,
1565 "secondTabText": "Send Back",
1566 "secondTabOffset": 80,
1567 "secondTabWidth": 65,
1568 "cnr_id": "comfy-core",
1569 "ver": "0.9.1",
1570 "ue_properties": {
1571 "widget_ue_connectable": [],
1572 "version": "7.7",
1573 "input_ue_unconnectable": []
1574 }
1575 },
1576 "widgets_values": []
1577 },
1578 {
1579 "id": 124,
1580 "type": "VAEEncode",
1581 "pos": [
1582 -30,
1583 1070
1584 ],
1585 "size": [
1586 230,
1587 100
1588 ],
1589 "flags": {
1590 "collapsed": false
1591 },
1592 "order": 15,
1593 "mode": 0,
1594 "inputs": [
1595 {
1596 "localized_name": "pixels",
1597 "name": "pixels",
1598 "type": "IMAGE",
1599 "link": 196
1600 },
1601 {
1602 "localized_name": "vae",
1603 "name": "vae",
1604 "type": "VAE",
1605 "link": 197
1606 }
1607 ],
1608 "outputs": [
1609 {
1610 "localized_name": "LATENT",
1611 "name": "LATENT",
1612 "type": "LATENT",
1613 "links": [
1614 192,
1615 193
1616 ]
1617 }
1618 ],
1619 "properties": {
1620 "Node name for S&R": "VAEEncode",
1621 "enableTabs": false,
1622 "tabWidth": 65,
1623 "tabXOffset": 10,
1624 "hasSecondTab": false,
1625 "secondTabText": "Send Back",
1626 "secondTabOffset": 80,
1627 "secondTabWidth": 65,
1628 "cnr_id": "comfy-core",
1629 "ver": "0.8.2",
1630 "ue_properties": {
1631 "widget_ue_connectable": [],
1632 "version": "7.7",
1633 "input_ue_unconnectable": []
1634 }
1635 },
1636 "widgets_values": []
1637 }
1638 ],
1639 "groups": [
1640 {
1641 "id": 1,
1642 "title": "Models",
1643 "bounding": [
1644 -390,
1645 120,
1646 380,
1647 780
1648 ],
1649 "color": "#3f789e",
1650 "flags": []
1651 },
1652 {
1653 "id": 2,
1654 "title": "Prompt",
1655 "bounding": [
1656 20,
1657 120,
1658 470,
1659 780
1660 ],
1661 "color": "#3f789e",
1662 "flags": []
1663 },
1664 {
1665 "id": 3,
1666 "title": "Sampler",
1667 "bounding": [
1668 520,
1669 120,
1670 600,
1671 790
1672 ],
1673 "color": "#3f789e",
1674 "flags": []
1675 },
1676 {
1677 "id": 7,
1678 "title": "Image Reference",
1679 "bounding": [
1680 -390,
1681 930,
1682 880,
1683 330
1684 ],
1685 "color": "#3f789e",
1686 "flags": []
1687 }
1688 ],
1689 "links": [
1690 {
1691 "id": 139,
1692 "origin_id": 70,
1693 "origin_slot": 0,
1694 "target_id": 63,
1695 "target_slot": 0,
1696 "type": "MODEL"
1697 },
1698 {
1699 "id": 142,
1700 "origin_id": 73,
1701 "origin_slot": 0,
1702 "target_id": 64,
1703 "target_slot": 0,
1704 "type": "NOISE"
1705 },
1706 {
1707 "id": 143,
1708 "origin_id": 63,
1709 "origin_slot": 0,
1710 "target_id": 64,
1711 "target_slot": 1,
1712 "type": "GUIDER"
1713 },
1714 {
1715 "id": 144,
1716 "origin_id": 61,
1717 "origin_slot": 0,
1718 "target_id": 64,
1719 "target_slot": 2,
1720 "type": "SAMPLER"
1721 },
1722 {
1723 "id": 145,
1724 "origin_id": 62,
1725 "origin_slot": 0,
1726 "target_id": 64,
1727 "target_slot": 3,
1728 "type": "SIGMAS"
1729 },
1730 {
1731 "id": 146,
1732 "origin_id": 66,
1733 "origin_slot": 0,
1734 "target_id": 64,
1735 "target_slot": 4,
1736 "type": "LATENT"
1737 },
1738 {
1739 "id": 147,
1740 "origin_id": 64,
1741 "origin_slot": 0,
1742 "target_id": 65,
1743 "target_slot": 0,
1744 "type": "LATENT"
1745 },
1746 {
1747 "id": 148,
1748 "origin_id": 72,
1749 "origin_slot": 0,
1750 "target_id": 65,
1751 "target_slot": 1,
1752 "type": "VAE"
1753 },
1754 {
1755 "id": 151,
1756 "origin_id": 71,
1757 "origin_slot": 0,
1758 "target_id": 74,
1759 "target_slot": 0,
1760 "type": "CLIP"
1761 },
1762 {
1763 "id": 153,
1764 "origin_id": 65,
1765 "origin_slot": 0,
1766 "target_id": -20,
1767 "target_slot": 0,
1768 "type": "IMAGE"
1769 },
1770 {
1771 "id": 159,
1772 "origin_id": -10,
1773 "origin_slot": 0,
1774 "target_id": 70,
1775 "target_slot": 0,
1776 "type": "COMBO"
1777 },
1778 {
1779 "id": 160,
1780 "origin_id": -10,
1781 "origin_slot": 1,
1782 "target_id": 71,
1783 "target_slot": 0,
1784 "type": "COMBO"
1785 },
1786 {
1787 "id": 161,
1788 "origin_id": -10,
1789 "origin_slot": 2,
1790 "target_id": 72,
1791 "target_slot": 0,
1792 "type": "COMBO"
1793 },
1794 {
1795 "id": 162,
1796 "origin_id": -10,
1797 "origin_slot": 3,
1798 "target_id": 74,
1799 "target_slot": 1,
1800 "type": "STRING"
1801 },
1802 {
1803 "id": 165,
1804 "origin_id": 74,
1805 "origin_slot": 0,
1806 "target_id": 79,
1807 "target_slot": 0,
1808 "type": "CONDITIONING"
1809 },
1810 {
1811 "id": 169,
1812 "origin_id": 80,
1813 "origin_slot": 0,
1814 "target_id": 79,
1815 "target_slot": 2,
1816 "type": "IMAGE"
1817 },
1818 {
1819 "id": 170,
1820 "origin_id": 80,
1821 "origin_slot": 0,
1822 "target_id": 99,
1823 "target_slot": 0,
1824 "type": "IMAGE"
1825 },
1826 {
1827 "id": 171,
1828 "origin_id": 99,
1829 "origin_slot": 0,
1830 "target_id": 62,
1831 "target_slot": 0,
1832 "type": "INT"
1833 },
1834 {
1835 "id": 172,
1836 "origin_id": 99,
1837 "origin_slot": 0,
1838 "target_id": 66,
1839 "target_slot": 0,
1840 "type": "INT"
1841 },
1842 {
1843 "id": 173,
1844 "origin_id": 99,
1845 "origin_slot": 1,
1846 "target_id": 62,
1847 "target_slot": 1,
1848 "type": "INT"
1849 },
1850 {
1851 "id": 174,
1852 "origin_id": 99,
1853 "origin_slot": 1,
1854 "target_id": 66,
1855 "target_slot": 1,
1856 "type": "INT"
1857 },
1858 {
1859 "id": 175,
1860 "origin_id": -10,
1861 "origin_slot": 4,
1862 "target_id": 80,
1863 "target_slot": 0,
1864 "type": "IMAGE"
1865 },
1866 {
1867 "id": 176,
1868 "origin_id": 72,
1869 "origin_slot": 0,
1870 "target_id": 79,
1871 "target_slot": 3,
1872 "type": "VAE"
1873 },
1874 {
1875 "id": 177,
1876 "origin_id": 74,
1877 "origin_slot": 0,
1878 "target_id": 82,
1879 "target_slot": 0,
1880 "type": "CONDITIONING"
1881 },
1882 {
1883 "id": 178,
1884 "origin_id": 82,
1885 "origin_slot": 0,
1886 "target_id": 79,
1887 "target_slot": 1,
1888 "type": "CONDITIONING"
1889 },
1890 {
1891 "id": 192,
1892 "origin_id": 124,
1893 "origin_slot": 0,
1894 "target_id": 123,
1895 "target_slot": 1,
1896 "type": "LATENT"
1897 },
1898 {
1899 "id": 193,
1900 "origin_id": 124,
1901 "origin_slot": 0,
1902 "target_id": 125,
1903 "target_slot": 1,
1904 "type": "LATENT"
1905 },
1906 {
1907 "id": 194,
1908 "origin_id": 125,
1909 "origin_slot": 0,
1910 "target_id": 63,
1911 "target_slot": 1,
1912 "type": "CONDITIONING"
1913 },
1914 {
1915 "id": 195,
1916 "origin_id": 123,
1917 "origin_slot": 0,
1918 "target_id": 63,
1919 "target_slot": 2,
1920 "type": "CONDITIONING"
1921 },
1922 {
1923 "id": 196,
1924 "origin_id": 80,
1925 "origin_slot": 0,
1926 "target_id": 124,
1927 "target_slot": 0,
1928 "type": "IMAGE"
1929 },
1930 {
1931 "id": 197,
1932 "origin_id": 72,
1933 "origin_slot": 0,
1934 "target_id": 124,
1935 "target_slot": 1,
1936 "type": "VAE"
1937 },
1938 {
1939 "id": 199,
1940 "origin_id": 74,
1941 "origin_slot": 0,
1942 "target_id": 125,
1943 "target_slot": 0,
1944 "type": "CONDITIONING"
1945 },
1946 {
1947 "id": 200,
1948 "origin_id": 82,
1949 "origin_slot": 0,
1950 "target_id": 123,
1951 "target_slot": 0,
1952 "type": "CONDITIONING"
1953 },
1954 {
1955 "id": 219,
1956 "origin_id": -10,
1957 "origin_slot": 5,
1958 "target_id": 73,
1959 "target_slot": 0,
1960 "type": "INT"
1961 }
1962 ],
1963 "extra": {
1964 "workflowRendererVersion": "LG",
1965 "ue_links": []
1966 }
1967 },
1968 {
1969 "id": "65c22b29-59aa-496b-89c6-55a603658670",
1970 "version": 1,
1971 "state": {
1972 "lastGroupId": 7,
1973 "lastNodeId": 150,
1974 "lastLinkId": 220,
1975 "lastRerouteId": 0
1976 },
1977 "revision": 0,
1978 "config": [],
1979 "name": "Image Edit (FLUX.2 Klein 9B Distilled)",
1980 "inputNode": {
1981 "id": -10,
1982 "bounding": [
1983 -730,
1984 580,
1985 142.36328125,
1986 160
1987 ]
1988 },
1989 "outputNode": {
1990 "id": -20,
1991 "bounding": [
1992 1295.3333202680028,
1993 573.833333604156,
1994 120,
1995 60
1996 ]
1997 },
1998 "inputs": [
1999 {
2000 "id": "ae713dbf-52cb-471a-807d-b12fa9acbb48",
2001 "name": "unet_name",
2002 "type": "COMBO",
2003 "linkIds": [
2004 159
2005 ],
2006 "pos": [
2007 -607.63671875,
2008 600
2009 ]
2010 },
2011 {
2012 "id": "f29f705e-e43a-4502-b231-a1eea93a1d69",
2013 "name": "clip_name",
2014 "type": "COMBO",
2015 "linkIds": [
2016 160
2017 ],
2018 "pos": [
2019 -607.63671875,
2020 620
2021 ]
2022 },
2023 {
2024 "id": "a954f490-386b-4367-9ea1-1b65913963a5",
2025 "name": "vae_name",
2026 "type": "COMBO",
2027 "linkIds": [
2028 161
2029 ],
2030 "pos": [
2031 -607.63671875,
2032 640
2033 ]
2034 },
2035 {
2036 "id": "7061147a-fb75-450d-8e97-c8be594a8e16",
2037 "name": "text",
2038 "type": "STRING",
2039 "linkIds": [
2040 162
2041 ],
2042 "label": "prompt",
2043 "pos": [
2044 -607.63671875,
2045 660
2046 ]
2047 },
2048 {
2049 "id": "68629112-b7b0-41ce-8912-23adad00d3db",
2050 "name": "image",
2051 "type": "IMAGE",
2052 "linkIds": [
2053 175
2054 ],
2055 "label": "reference_image1",
2056 "pos": [
2057 -607.63671875,
2058 680
2059 ]
2060 },
2061 {
2062 "id": "7e0c98fd-26e9-412a-a112-171e50fe2d0c",
2063 "name": "image_1",
2064 "type": "IMAGE",
2065 "linkIds": [
2066 186
2067 ],
2068 "label": "reference_image2",
2069 "pos": [
2070 -607.63671875,
2071 700
2072 ]
2073 },
2074 {
2075 "id": "76fc7d5b-0139-4a94-8602-8e86137bd411",
2076 "name": "noise_seed",
2077 "type": "INT",
2078 "linkIds": [
2079 220
2080 ],
2081 "pos": [
2082 0,
2083 0
2084 ]
2085 }
2086 ],
2087 "outputs": [
2088 {
2089 "id": "c5e7966d-07ed-4c9a-ad89-9d378a41ea7b",
2090 "name": "IMAGE",
2091 "type": "IMAGE",
2092 "linkIds": [
2093 153
2094 ],
2095 "localized_name": "IMAGE",
2096 "pos": [
2097 1315.3333202680028,
2098 593.833333604156
2099 ]
2100 }
2101 ],
2102 "widgets": [],
2103 "nodes": [
2104 {
2105 "id": 101,
2106 "type": "KSamplerSelect",
2107 "pos": [
2108 490,
2109 590
2110 ],
2111 "size": [
2112 270,
2113 110
2114 ],
2115 "flags": [],
2116 "order": 0,
2117 "mode": 0,
2118 "inputs": [],
2119 "outputs": [
2120 {
2121 "localized_name": "SAMPLER",
2122 "name": "SAMPLER",
2123 "type": "SAMPLER",
2124 "links": [
2125 144
2126 ]
2127 }
2128 ],
2129 "properties": {
2130 "Node name for S&R": "KSamplerSelect",
2131 "enableTabs": false,
2132 "tabWidth": 65,
2133 "tabXOffset": 10,
2134 "hasSecondTab": false,
2135 "secondTabText": "Send Back",
2136 "secondTabOffset": 80,
2137 "secondTabWidth": 65,
2138 "cnr_id": "comfy-core",
2139 "ver": "0.8.2",
2140 "ue_properties": {
2141 "widget_ue_connectable": [],
2142 "version": "7.7",
2143 "input_ue_unconnectable": []
2144 }
2145 },
2146 "widgets_values": [
2147 "euler"
2148 ]
2149 },
2150 {
2151 "id": 102,
2152 "type": "Flux2Scheduler",
2153 "pos": [
2154 490,
2155 750
2156 ],
2157 "size": [
2158 270,
2159 170
2160 ],
2161 "flags": [],
2162 "order": 4,
2163 "mode": 0,
2164 "inputs": [
2165 {
2166 "localized_name": "width",
2167 "name": "width",
2168 "type": "INT",
2169 "widget": {
2170 "name": "width"
2171 },
2172 "link": 171
2173 },
2174 {
2175 "localized_name": "height",
2176 "name": "height",
2177 "type": "INT",
2178 "widget": {
2179 "name": "height"
2180 },
2181 "link": 173
2182 }
2183 ],
2184 "outputs": [
2185 {
2186 "localized_name": "SIGMAS",
2187 "name": "SIGMAS",
2188 "type": "SIGMAS",
2189 "links": [
2190 145
2191 ]
2192 }
2193 ],
2194 "properties": {
2195 "Node name for S&R": "Flux2Scheduler",
2196 "enableTabs": false,
2197 "tabWidth": 65,
2198 "tabXOffset": 10,
2199 "hasSecondTab": false,
2200 "secondTabText": "Send Back",
2201 "secondTabOffset": 80,
2202 "secondTabWidth": 65,
2203 "cnr_id": "comfy-core",
2204 "ver": "0.8.2",
2205 "ue_properties": {
2206 "widget_ue_connectable": [],
2207 "version": "7.7",
2208 "input_ue_unconnectable": []
2209 }
2210 },
2211 "widgets_values": [
2212 4,
2213 1024,
2214 1024
2215 ]
2216 },
2217 {
2218 "id": 103,
2219 "type": "CFGGuider",
2220 "pos": [
2221 490,
2222 380
2223 ],
2224 "size": [
2225 270,
2226 160
2227 ],
2228 "flags": [],
2229 "order": 5,
2230 "mode": 0,
2231 "inputs": [
2232 {
2233 "localized_name": "model",
2234 "name": "model",
2235 "type": "MODEL",
2236 "link": 139
2237 },
2238 {
2239 "localized_name": "positive",
2240 "name": "positive",
2241 "type": "CONDITIONING",
2242 "link": 211
2243 },
2244 {
2245 "localized_name": "negative",
2246 "name": "negative",
2247 "type": "CONDITIONING",
2248 "link": 212
2249 }
2250 ],
2251 "outputs": [
2252 {
2253 "localized_name": "GUIDER",
2254 "name": "GUIDER",
2255 "type": "GUIDER",
2256 "links": [
2257 143
2258 ]
2259 }
2260 ],
2261 "properties": {
2262 "Node name for S&R": "CFGGuider",
2263 "enableTabs": false,
2264 "tabWidth": 65,
2265 "tabXOffset": 10,
2266 "hasSecondTab": false,
2267 "secondTabText": "Send Back",
2268 "secondTabOffset": 80,
2269 "secondTabWidth": 65,
2270 "cnr_id": "comfy-core",
2271 "ver": "0.8.2",
2272 "ue_properties": {
2273 "widget_ue_connectable": [],
2274 "version": "7.7",
2275 "input_ue_unconnectable": []
2276 }
2277 },
2278 "widgets_values": [
2279 1
2280 ]
2281 },
2282 {
2283 "id": 104,
2284 "type": "SamplerCustomAdvanced",
2285 "pos": [
2286 830,
2287 220
2288 ],
2289 "size": [
2290 230,
2291 170
2292 ],
2293 "flags": [],
2294 "order": 6,
2295 "mode": 0,
2296 "inputs": [
2297 {
2298 "localized_name": "noise",
2299 "name": "noise",
2300 "type": "NOISE",
2301 "link": 142
2302 },
2303 {
2304 "localized_name": "guider",
2305 "name": "guider",
2306 "type": "GUIDER",
2307 "link": 143
2308 },
2309 {
2310 "localized_name": "sampler",
2311 "name": "sampler",
2312 "type": "SAMPLER",
2313 "link": 144
2314 },
2315 {
2316 "localized_name": "sigmas",
2317 "name": "sigmas",
2318 "type": "SIGMAS",
2319 "link": 145
2320 },
2321 {
2322 "localized_name": "latent_image",
2323 "name": "latent_image",
2324 "type": "LATENT",
2325 "link": 146
2326 }
2327 ],
2328 "outputs": [
2329 {
2330 "localized_name": "output",
2331 "name": "output",
2332 "type": "LATENT",
2333 "links": [
2334 147
2335 ]
2336 },
2337 {
2338 "localized_name": "denoised_output",
2339 "name": "denoised_output",
2340 "type": "LATENT",
2341 "links": []
2342 }
2343 ],
2344 "properties": {
2345 "Node name for S&R": "SamplerCustomAdvanced",
2346 "enableTabs": false,
2347 "tabWidth": 65,
2348 "tabXOffset": 10,
2349 "hasSecondTab": false,
2350 "secondTabText": "Send Back",
2351 "secondTabOffset": 80,
2352 "secondTabWidth": 65,
2353 "cnr_id": "comfy-core",
2354 "ver": "0.8.2",
2355 "ue_properties": {
2356 "widget_ue_connectable": [],
2357 "version": "7.7",
2358 "input_ue_unconnectable": []
2359 }
2360 },
2361 "widgets_values": []
2362 },
2363 {
2364 "id": 105,
2365 "type": "VAEDecode",
2366 "pos": [
2367 1260,
2368 200
2369 ],
2370 "size": [
2371 230,
2372 100
2373 ],
2374 "flags": [],
2375 "order": 7,
2376 "mode": 0,
2377 "inputs": [
2378 {
2379 "localized_name": "samples",
2380 "name": "samples",
2381 "type": "LATENT",
2382 "link": 147
2383 },
2384 {
2385 "localized_name": "vae",
2386 "name": "vae",
2387 "type": "VAE",
2388 "link": 148
2389 }
2390 ],
2391 "outputs": [
2392 {
2393 "localized_name": "IMAGE",
2394 "name": "IMAGE",
2395 "type": "IMAGE",
2396 "slot_index": 0,
2397 "links": [
2398 153
2399 ]
2400 }
2401 ],
2402 "properties": {
2403 "Node name for S&R": "VAEDecode",
2404 "enableTabs": false,
2405 "tabWidth": 65,
2406 "tabXOffset": 10,
2407 "hasSecondTab": false,
2408 "secondTabText": "Send Back",
2409 "secondTabOffset": 80,
2410 "secondTabWidth": 65,
2411 "cnr_id": "comfy-core",
2412 "ver": "0.8.2",
2413 "ue_properties": {
2414 "widget_ue_connectable": [],
2415 "version": "7.7",
2416 "input_ue_unconnectable": []
2417 }
2418 },
2419 "widgets_values": []
2420 },
2421 {
2422 "id": 106,
2423 "type": "RandomNoise",
2424 "pos": [
2425 490,
2426 220
2427 ],
2428 "size": [
2429 270,
2430 110
2431 ],
2432 "flags": [],
2433 "order": 1,
2434 "mode": 0,
2435 "inputs": [
2436 {
2437 "localized_name": "noise_seed",
2438 "name": "noise_seed",
2439 "type": "INT",
2440 "widget": {
2441 "name": "noise_seed"
2442 },
2443 "link": 220
2444 }
2445 ],
2446 "outputs": [
2447 {
2448 "localized_name": "NOISE",
2449 "name": "NOISE",
2450 "type": "NOISE",
2451 "links": [
2452 142
2453 ]
2454 }
2455 ],
2456 "properties": {
2457 "Node name for S&R": "RandomNoise",
2458 "enableTabs": false,
2459 "tabWidth": 65,
2460 "tabXOffset": 10,
2461 "hasSecondTab": false,
2462 "secondTabText": "Send Back",
2463 "secondTabOffset": 80,
2464 "secondTabWidth": 65,
2465 "cnr_id": "comfy-core",
2466 "ver": "0.8.2",
2467 "ue_properties": {
2468 "widget_ue_connectable": [],
2469 "version": "7.7",
2470 "input_ue_unconnectable": []
2471 }
2472 },
2473 "widgets_values": [
2474 583453753589969,
2475 "randomize"
2476 ]
2477 },
2478 {
2479 "id": 107,
2480 "type": "UNETLoader",
2481 "pos": [
2482 -460,
2483 230
2484 ],
2485 "size": [
2486 370,
2487 110
2488 ],
2489 "flags": [],
2490 "order": 8,
2491 "mode": 0,
2492 "inputs": [
2493 {
2494 "localized_name": "unet_name",
2495 "name": "unet_name",
2496 "type": "COMBO",
2497 "widget": {
2498 "name": "unet_name"
2499 },
2500 "link": 159
2501 }
2502 ],
2503 "outputs": [
2504 {
2505 "localized_name": "MODEL",
2506 "name": "MODEL",
2507 "type": "MODEL",
2508 "links": [
2509 139
2510 ]
2511 }
2512 ],
2513 "properties": {
2514 "Node name for S&R": "UNETLoader",
2515 "enableTabs": false,
2516 "tabWidth": 65,
2517 "tabXOffset": 10,
2518 "hasSecondTab": false,
2519 "secondTabText": "Send Back",
2520 "secondTabOffset": 80,
2521 "secondTabWidth": 65,
2522 "cnr_id": "comfy-core",
2523 "ver": "0.8.2",
2524 "models": [
2525 {
2526 "name": "flux-2-klein-9b-fp8.safetensors",
2527 "url": "https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors",
2528 "directory": "diffusion_models"
2529 }
2530 ],
2531 "ue_properties": {
2532 "widget_ue_connectable": [],
2533 "version": "7.7",
2534 "input_ue_unconnectable": []
2535 }
2536 },
2537 "widgets_values": [
2538 "flux-2-klein-9b-fp8.safetensors",
2539 "default"
2540 ]
2541 },
2542 {
2543 "id": 108,
2544 "type": "CLIPLoader",
2545 "pos": [
2546 -460,
2547 460
2548 ],
2549 "size": [
2550 370,
2551 150
2552 ],
2553 "flags": [],
2554 "order": 9,
2555 "mode": 0,
2556 "inputs": [
2557 {
2558 "localized_name": "clip_name",
2559 "name": "clip_name",
2560 "type": "COMBO",
2561 "widget": {
2562 "name": "clip_name"
2563 },
2564 "link": 160
2565 }
2566 ],
2567 "outputs": [
2568 {
2569 "localized_name": "CLIP",
2570 "name": "CLIP",
2571 "type": "CLIP",
2572 "links": [
2573 151
2574 ]
2575 }
2576 ],
2577 "properties": {
2578 "Node name for S&R": "CLIPLoader",
2579 "enableTabs": false,
2580 "tabWidth": 65,
2581 "tabXOffset": 10,
2582 "hasSecondTab": false,
2583 "secondTabText": "Send Back",
2584 "secondTabOffset": 80,
2585 "secondTabWidth": 65,
2586 "cnr_id": "comfy-core",
2587 "ver": "0.8.2",
2588 "models": [
2589 {
2590 "name": "qwen_3_8b_fp8mixed.safetensors",
2591 "url": "https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors",
2592 "directory": "text_encoders"
2593 }
2594 ],
2595 "ue_properties": {
2596 "widget_ue_connectable": [],
2597 "version": "7.7",
2598 "input_ue_unconnectable": []
2599 }
2600 },
2601 "widgets_values": [
2602 "qwen_3_8b_fp8mixed.safetensors",
2603 "flux2",
2604 "default"
2605 ]
2606 },
2607 {
2608 "id": 109,
2609 "type": "CLIPTextEncode",
2610 "pos": [
2611 -20,
2612 230
2613 ],
2614 "size": [
2615 450,
2616 340
2617 ],
2618 "flags": [],
2619 "order": 10,
2620 "mode": 0,
2621 "inputs": [
2622 {
2623 "localized_name": "clip",
2624 "name": "clip",
2625 "type": "CLIP",
2626 "link": 151
2627 },
2628 {
2629 "localized_name": "text",
2630 "name": "text",
2631 "type": "STRING",
2632 "widget": {
2633 "name": "text"
2634 },
2635 "link": 162
2636 }
2637 ],
2638 "outputs": [
2639 {
2640 "localized_name": "CONDITIONING",
2641 "name": "CONDITIONING",
2642 "type": "CONDITIONING",
2643 "slot_index": 0,
2644 "links": [
2645 165,
2646 187,
2647 207
2648 ]
2649 }
2650 ],
2651 "title": "CLIP Text Encode (Positive Prompt)",
2652 "properties": {
2653 "Node name for S&R": "CLIPTextEncode",
2654 "enableTabs": false,
2655 "tabWidth": 65,
2656 "tabXOffset": 10,
2657 "hasSecondTab": false,
2658 "secondTabText": "Send Back",
2659 "secondTabOffset": 80,
2660 "secondTabWidth": 65,
2661 "cnr_id": "comfy-core",
2662 "ver": "0.8.2",
2663 "ue_properties": {
2664 "widget_ue_connectable": [],
2665 "version": "7.7",
2666 "input_ue_unconnectable": []
2667 }
2668 },
2669 "widgets_values": [
2670 "Let this character hold the bag with both hands"
2671 ],
2672 "color": "#232",
2673 "bgcolor": "#353"
2674 },
2675 {
2676 "id": 86,
2677 "type": "ConditioningZeroOut",
2678 "pos": [
2679 -30,
2680 640
2681 ],
2682 "size": [
2683 230,
2684 80
2685 ],
2686 "flags": [],
2687 "order": 3,
2688 "mode": 0,
2689 "inputs": [
2690 {
2691 "localized_name": "conditioning",
2692 "name": "conditioning",
2693 "type": "CONDITIONING",
2694 "link": 187
2695 }
2696 ],
2697 "outputs": [
2698 {
2699 "localized_name": "CONDITIONING",
2700 "name": "CONDITIONING",
2701 "type": "CONDITIONING",
2702 "links": [
2703 188,
2704 208
2705 ]
2706 }
2707 ],
2708 "properties": {
2709 "Node name for S&R": "ConditioningZeroOut",
2710 "enableTabs": false,
2711 "tabWidth": 65,
2712 "tabXOffset": 10,
2713 "hasSecondTab": false,
2714 "secondTabText": "Send Back",
2715 "secondTabOffset": 80,
2716 "secondTabWidth": 65,
2717 "cnr_id": "comfy-core",
2718 "ver": "0.8.2",
2719 "ue_properties": {
2720 "widget_ue_connectable": [],
2721 "version": "7.7",
2722 "input_ue_unconnectable": []
2723 }
2724 },
2725 "widgets_values": []
2726 },
2727 {
2728 "id": 113,
2729 "type": "EmptyFlux2LatentImage",
2730 "pos": [
2731 850,
2732 990
2733 ],
2734 "size": [
2735 270,
2736 170
2737 ],
2738 "flags": [],
2739 "order": 13,
2740 "mode": 0,
2741 "inputs": [
2742 {
2743 "localized_name": "width",
2744 "name": "width",
2745 "type": "INT",
2746 "widget": {
2747 "name": "width"
2748 },
2749 "link": 172
2750 },
2751 {
2752 "localized_name": "height",
2753 "name": "height",
2754 "type": "INT",
2755 "widget": {
2756 "name": "height"
2757 },
2758 "link": 174
2759 }
2760 ],
2761 "outputs": [
2762 {
2763 "localized_name": "LATENT",
2764 "name": "LATENT",
2765 "type": "LATENT",
2766 "links": [
2767 146
2768 ]
2769 }
2770 ],
2771 "properties": {
2772 "Node name for S&R": "EmptyFlux2LatentImage",
2773 "enableTabs": false,
2774 "tabWidth": 65,
2775 "tabXOffset": 10,
2776 "hasSecondTab": false,
2777 "secondTabText": "Send Back",
2778 "secondTabOffset": 80,
2779 "secondTabWidth": 65,
2780 "cnr_id": "comfy-core",
2781 "ver": "0.8.2",
2782 "ue_properties": {
2783 "widget_ue_connectable": [],
2784 "version": "7.7",
2785 "input_ue_unconnectable": []
2786 }
2787 },
2788 "widgets_values": [
2789 1024,
2790 1024,
2791 1
2792 ]
2793 },
2794 {
2795 "id": 114,
2796 "type": "GetImageSize",
2797 "pos": [
2798 570,
2799 1020
2800 ],
2801 "size": [
2802 230,
2803 120
2804 ],
2805 "flags": [],
2806 "order": 14,
2807 "mode": 0,
2808 "inputs": [
2809 {
2810 "localized_name": "image",
2811 "name": "image",
2812 "type": "IMAGE",
2813 "link": 170
2814 }
2815 ],
2816 "outputs": [
2817 {
2818 "localized_name": "width",
2819 "name": "width",
2820 "type": "INT",
2821 "links": [
2822 171,
2823 172
2824 ]
2825 },
2826 {
2827 "localized_name": "height",
2828 "name": "height",
2829 "type": "INT",
2830 "links": [
2831 173,
2832 174
2833 ]
2834 },
2835 {
2836 "localized_name": "batch_size",
2837 "name": "batch_size",
2838 "type": "INT",
2839 "links": null
2840 }
2841 ],
2842 "properties": {
2843 "Node name for S&R": "GetImageSize",
2844 "enableTabs": false,
2845 "tabWidth": 65,
2846 "tabXOffset": 10,
2847 "hasSecondTab": false,
2848 "secondTabText": "Send Back",
2849 "secondTabOffset": 80,
2850 "secondTabWidth": 65,
2851 "cnr_id": "comfy-core",
2852 "ver": "0.8.2",
2853 "ue_properties": {
2854 "widget_ue_connectable": [],
2855 "version": "7.7",
2856 "input_ue_unconnectable": []
2857 }
2858 },
2859 "widgets_values": []
2860 },
2861 {
2862 "id": 127,
2863 "type": "VAEEncode",
2864 "pos": [
2865 -130,
2866 1020
2867 ],
2868 "size": [
2869 230,
2870 100
2871 ],
2872 "flags": {
2873 "collapsed": false
2874 },
2875 "order": 16,
2876 "mode": 0,
2877 "inputs": [
2878 {
2879 "localized_name": "pixels",
2880 "name": "pixels",
2881 "type": "IMAGE",
2882 "link": 205
2883 },
2884 {
2885 "localized_name": "vae",
2886 "name": "vae",
2887 "type": "VAE",
2888 "link": 206
2889 }
2890 ],
2891 "outputs": [
2892 {
2893 "localized_name": "LATENT",
2894 "name": "LATENT",
2895 "type": "LATENT",
2896 "links": [
2897 201,
2898 202
2899 ]
2900 }
2901 ],
2902 "properties": {
2903 "Node name for S&R": "VAEEncode",
2904 "enableTabs": false,
2905 "tabWidth": 65,
2906 "tabXOffset": 10,
2907 "hasSecondTab": false,
2908 "secondTabText": "Send Back",
2909 "secondTabOffset": 80,
2910 "secondTabWidth": 65,
2911 "cnr_id": "comfy-core",
2912 "ver": "0.8.2",
2913 "ue_properties": {
2914 "widget_ue_connectable": [],
2915 "version": "7.7",
2916 "input_ue_unconnectable": []
2917 }
2918 },
2919 "widgets_values": []
2920 },
2921 {
2922 "id": 129,
2923 "type": "ReferenceLatent",
2924 "pos": [
2925 190,
2926 1580
2927 ],
2928 "size": [
2929 230,
2930 100
2931 ],
2932 "flags": {
2933 "collapsed": false
2934 },
2935 "order": 18,
2936 "mode": 0,
2937 "inputs": [
2938 {
2939 "localized_name": "conditioning",
2940 "name": "conditioning",
2941 "type": "CONDITIONING",
2942 "link": 216
2943 },
2944 {
2945 "localized_name": "latent",
2946 "name": "latent",
2947 "shape": 7,
2948 "type": "LATENT",
2949 "link": 209
2950 }
2951 ],
2952 "outputs": [
2953 {
2954 "localized_name": "CONDITIONING",
2955 "name": "CONDITIONING",
2956 "type": "CONDITIONING",
2957 "links": [
2958 212
2959 ]
2960 }
2961 ],
2962 "properties": {
2963 "Node name for S&R": "ReferenceLatent",
2964 "enableTabs": false,
2965 "tabWidth": 65,
2966 "tabXOffset": 10,
2967 "hasSecondTab": false,
2968 "secondTabText": "Send Back",
2969 "secondTabOffset": 80,
2970 "secondTabWidth": 65,
2971 "cnr_id": "comfy-core",
2972 "ver": "0.8.2",
2973 "ue_properties": {
2974 "widget_ue_connectable": [],
2975 "version": "7.7",
2976 "input_ue_unconnectable": []
2977 }
2978 },
2979 "widgets_values": []
2980 },
2981 {
2982 "id": 131,
2983 "type": "ReferenceLatent",
2984 "pos": [
2985 180,
2986 1420
2987 ],
2988 "size": [
2989 230,
2990 100
2991 ],
2992 "flags": {
2993 "collapsed": false
2994 },
2995 "order": 20,
2996 "mode": 0,
2997 "inputs": [
2998 {
2999 "localized_name": "conditioning",
3000 "name": "conditioning",
3001 "type": "CONDITIONING",
3002 "link": 215
3003 },
3004 {
3005 "localized_name": "latent",
3006 "name": "latent",
3007 "shape": 7,
3008 "type": "LATENT",
3009 "link": 210
3010 }
3011 ],
3012 "outputs": [
3013 {
3014 "localized_name": "CONDITIONING",
3015 "name": "CONDITIONING",
3016 "type": "CONDITIONING",
3017 "links": [
3018 211
3019 ]
3020 }
3021 ],
3022 "properties": {
3023 "Node name for S&R": "ReferenceLatent",
3024 "enableTabs": false,
3025 "tabWidth": 65,
3026 "tabXOffset": 10,
3027 "hasSecondTab": false,
3028 "secondTabText": "Send Back",
3029 "secondTabOffset": 80,
3030 "secondTabWidth": 65,
3031 "cnr_id": "comfy-core",
3032 "ver": "0.8.2",
3033 "ue_properties": {
3034 "widget_ue_connectable": [],
3035 "version": "7.7",
3036 "input_ue_unconnectable": []
3037 }
3038 },
3039 "widgets_values": []
3040 },
3041 {
3042 "id": 130,
3043 "type": "VAEEncode",
3044 "pos": [
3045 -130,
3046 1430
3047 ],
3048 "size": [
3049 230,
3050 100
3051 ],
3052 "flags": {
3053 "collapsed": false
3054 },
3055 "order": 19,
3056 "mode": 0,
3057 "inputs": [
3058 {
3059 "localized_name": "pixels",
3060 "name": "pixels",
3061 "type": "IMAGE",
3062 "link": 213
3063 },
3064 {
3065 "localized_name": "vae",
3066 "name": "vae",
3067 "type": "VAE",
3068 "link": 214
3069 }
3070 ],
3071 "outputs": [
3072 {
3073 "localized_name": "LATENT",
3074 "name": "LATENT",
3075 "type": "LATENT",
3076 "links": [
3077 209,
3078 210
3079 ]
3080 }
3081 ],
3082 "properties": {
3083 "Node name for S&R": "VAEEncode",
3084 "enableTabs": false,
3085 "tabWidth": 65,
3086 "tabXOffset": 10,
3087 "hasSecondTab": false,
3088 "secondTabText": "Send Back",
3089 "secondTabOffset": 80,
3090 "secondTabWidth": 65,
3091 "cnr_id": "comfy-core",
3092 "ver": "0.8.2",
3093 "ue_properties": {
3094 "widget_ue_connectable": [],
3095 "version": "7.7",
3096 "input_ue_unconnectable": []
3097 }
3098 },
3099 "widgets_values": []
3100 },
3101 {
3102 "id": 110,
3103 "type": "VAELoader",
3104 "pos": [
3105 -450,
3106 730
3107 ],
3108 "size": [
3109 370,
3110 110
3111 ],
3112 "flags": [],
3113 "order": 11,
3114 "mode": 0,
3115 "inputs": [
3116 {
3117 "localized_name": "vae_name",
3118 "name": "vae_name",
3119 "type": "COMBO",
3120 "widget": {
3121 "name": "vae_name"
3122 },
3123 "link": 161
3124 }
3125 ],
3126 "outputs": [
3127 {
3128 "localized_name": "VAE",
3129 "name": "VAE",
3130 "type": "VAE",
3131 "links": [
3132 148,
3133 176,
3134 181,
3135 206,
3136 214
3137 ]
3138 }
3139 ],
3140 "properties": {
3141 "Node name for S&R": "VAELoader",
3142 "enableTabs": false,
3143 "tabWidth": 65,
3144 "tabXOffset": 10,
3145 "hasSecondTab": false,
3146 "secondTabText": "Send Back",
3147 "secondTabOffset": 80,
3148 "secondTabWidth": 65,
3149 "cnr_id": "comfy-core",
3150 "ver": "0.8.2",
3151 "models": [
3152 {
3153 "name": "full_encoder_small_decoder.safetensors",
3154 "url": "https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors",
3155 "directory": "vae"
3156 }
3157 ],
3158 "ue_properties": {
3159 "widget_ue_connectable": [],
3160 "version": "7.7",
3161 "input_ue_unconnectable": []
3162 }
3163 },
3164 "widgets_values": [
3165 "full_encoder_small_decoder.safetensors"
3166 ]
3167 },
3168 {
3169 "id": 128,
3170 "type": "ReferenceLatent",
3171 "pos": [
3172 190,
3173 1020
3174 ],
3175 "size": [
3176 230,
3177 100
3178 ],
3179 "flags": {
3180 "collapsed": false
3181 },
3182 "order": 17,
3183 "mode": 0,
3184 "inputs": [
3185 {
3186 "localized_name": "conditioning",
3187 "name": "conditioning",
3188 "type": "CONDITIONING",
3189 "link": 207
3190 },
3191 {
3192 "localized_name": "latent",
3193 "name": "latent",
3194 "shape": 7,
3195 "type": "LATENT",
3196 "link": 202
3197 }
3198 ],
3199 "outputs": [
3200 {
3201 "localized_name": "CONDITIONING",
3202 "name": "CONDITIONING",
3203 "type": "CONDITIONING",
3204 "links": [
3205 203,
3206 215
3207 ]
3208 }
3209 ],
3210 "properties": {
3211 "Node name for S&R": "ReferenceLatent",
3212 "enableTabs": false,
3213 "tabWidth": 65,
3214 "tabXOffset": 10,
3215 "hasSecondTab": false,
3216 "secondTabText": "Send Back",
3217 "secondTabOffset": 80,
3218 "secondTabWidth": 65,
3219 "cnr_id": "comfy-core",
3220 "ver": "0.8.2",
3221 "ue_properties": {
3222 "widget_ue_connectable": [],
3223 "version": "7.7",
3224 "input_ue_unconnectable": []
3225 }
3226 },
3227 "widgets_values": []
3228 },
3229 {
3230 "id": 126,
3231 "type": "ReferenceLatent",
3232 "pos": [
3233 190,
3234 1160
3235 ],
3236 "size": [
3237 230,
3238 100
3239 ],
3240 "flags": {
3241 "collapsed": false
3242 },
3243 "order": 15,
3244 "mode": 0,
3245 "inputs": [
3246 {
3247 "localized_name": "conditioning",
3248 "name": "conditioning",
3249 "type": "CONDITIONING",
3250 "link": 208
3251 },
3252 {
3253 "localized_name": "latent",
3254 "name": "latent",
3255 "shape": 7,
3256 "type": "LATENT",
3257 "link": 201
3258 }
3259 ],
3260 "outputs": [
3261 {
3262 "localized_name": "CONDITIONING",
3263 "name": "CONDITIONING",
3264 "type": "CONDITIONING",
3265 "links": [
3266 204,
3267 216
3268 ]
3269 }
3270 ],
3271 "properties": {
3272 "Node name for S&R": "ReferenceLatent",
3273 "enableTabs": false,
3274 "tabWidth": 65,
3275 "tabXOffset": 10,
3276 "hasSecondTab": false,
3277 "secondTabText": "Send Back",
3278 "secondTabOffset": 80,
3279 "secondTabWidth": 65,
3280 "cnr_id": "comfy-core",
3281 "ver": "0.8.2",
3282 "ue_properties": {
3283 "widget_ue_connectable": [],
3284 "version": "7.7",
3285 "input_ue_unconnectable": []
3286 }
3287 },
3288 "widgets_values": []
3289 },
3290 {
3291 "id": 111,
3292 "type": "ImageScaleToTotalPixels",
3293 "pos": [
3294 -450,
3295 1020
3296 ],
3297 "size": [
3298 270,
3299 140
3300 ],
3301 "flags": [],
3302 "order": 12,
3303 "mode": 0,
3304 "inputs": [
3305 {
3306 "localized_name": "image",
3307 "name": "image",
3308 "type": "IMAGE",
3309 "link": 175
3310 }
3311 ],
3312 "outputs": [
3313 {
3314 "localized_name": "IMAGE",
3315 "name": "IMAGE",
3316 "type": "IMAGE",
3317 "links": [
3318 169,
3319 170,
3320 205
3321 ]
3322 }
3323 ],
3324 "properties": {
3325 "Node name for S&R": "ImageScaleToTotalPixels",
3326 "enableTabs": false,
3327 "tabWidth": 65,
3328 "tabXOffset": 10,
3329 "hasSecondTab": false,
3330 "secondTabText": "Send Back",
3331 "secondTabOffset": 80,
3332 "secondTabWidth": 65,
3333 "cnr_id": "comfy-core",
3334 "ver": "0.8.2",
3335 "ue_properties": {
3336 "widget_ue_connectable": [],
3337 "version": "7.7",
3338 "input_ue_unconnectable": []
3339 }
3340 },
3341 "widgets_values": [
3342 "lanczos",
3343 1,
3344 1
3345 ]
3346 },
3347 {
3348 "id": 85,
3349 "type": "ImageScaleToTotalPixels",
3350 "pos": [
3351 -440,
3352 1420
3353 ],
3354 "size": [
3355 270,
3356 140
3357 ],
3358 "flags": [],
3359 "order": 2,
3360 "mode": 0,
3361 "inputs": [
3362 {
3363 "localized_name": "image",
3364 "name": "image",
3365 "type": "IMAGE",
3366 "link": 186
3367 }
3368 ],
3369 "outputs": [
3370 {
3371 "localized_name": "IMAGE",
3372 "name": "IMAGE",
3373 "type": "IMAGE",
3374 "links": [
3375 180,
3376 213
3377 ]
3378 }
3379 ],
3380 "properties": {
3381 "Node name for S&R": "ImageScaleToTotalPixels",
3382 "enableTabs": false,
3383 "tabWidth": 65,
3384 "tabXOffset": 10,
3385 "hasSecondTab": false,
3386 "secondTabText": "Send Back",
3387 "secondTabOffset": 80,
3388 "secondTabWidth": 65,
3389 "cnr_id": "comfy-core",
3390 "ver": "0.8.2",
3391 "ue_properties": {
3392 "widget_ue_connectable": [],
3393 "version": "7.7",
3394 "input_ue_unconnectable": []
3395 }
3396 },
3397 "widgets_values": [
3398 "lanczos",
3399 1,
3400 1
3401 ]
3402 }
3403 ],
3404 "groups": [
3405 {
3406 "id": 1,
3407 "title": "Models",
3408 "bounding": [
3409 -470,
3410 140,
3411 400,
3412 760
3413 ],
3414 "color": "#3f789e",
3415 "flags": []
3416 },
3417 {
3418 "id": 2,
3419 "title": "Prompt",
3420 "bounding": [
3421 -40,
3422 140,
3423 470,
3424 760
3425 ],
3426 "color": "#3f789e",
3427 "flags": []
3428 },
3429 {
3430 "id": 3,
3431 "title": "Sampler",
3432 "bounding": [
3433 460,
3434 140,
3435 610,
3436 800
3437 ],
3438 "color": "#3f789e",
3439 "flags": []
3440 },
3441 {
3442 "id": 5,
3443 "title": "Reference Image 1",
3444 "bounding": [
3445 -470,
3446 930,
3447 910,
3448 370
3449 ],
3450 "color": "#3f789e",
3451 "flags": []
3452 },
3453 {
3454 "id": 6,
3455 "title": "Reference Image 2",
3456 "bounding": [
3457 -460,
3458 1330,
3459 900,
3460 380
3461 ],
3462 "color": "#3f789e",
3463 "flags": []
3464 }
3465 ],
3466 "links": [
3467 {
3468 "id": 139,
3469 "origin_id": 107,
3470 "origin_slot": 0,
3471 "target_id": 103,
3472 "target_slot": 0,
3473 "type": "MODEL"
3474 },
3475 {
3476 "id": 142,
3477 "origin_id": 106,
3478 "origin_slot": 0,
3479 "target_id": 104,
3480 "target_slot": 0,
3481 "type": "NOISE"
3482 },
3483 {
3484 "id": 143,
3485 "origin_id": 103,
3486 "origin_slot": 0,
3487 "target_id": 104,
3488 "target_slot": 1,
3489 "type": "GUIDER"
3490 },
3491 {
3492 "id": 144,
3493 "origin_id": 101,
3494 "origin_slot": 0,
3495 "target_id": 104,
3496 "target_slot": 2,
3497 "type": "SAMPLER"
3498 },
3499 {
3500 "id": 145,
3501 "origin_id": 102,
3502 "origin_slot": 0,
3503 "target_id": 104,
3504 "target_slot": 3,
3505 "type": "SIGMAS"
3506 },
3507 {
3508 "id": 146,
3509 "origin_id": 113,
3510 "origin_slot": 0,
3511 "target_id": 104,
3512 "target_slot": 4,
3513 "type": "LATENT"
3514 },
3515 {
3516 "id": 147,
3517 "origin_id": 104,
3518 "origin_slot": 0,
3519 "target_id": 105,
3520 "target_slot": 0,
3521 "type": "LATENT"
3522 },
3523 {
3524 "id": 148,
3525 "origin_id": 110,
3526 "origin_slot": 0,
3527 "target_id": 105,
3528 "target_slot": 1,
3529 "type": "VAE"
3530 },
3531 {
3532 "id": 151,
3533 "origin_id": 108,
3534 "origin_slot": 0,
3535 "target_id": 109,
3536 "target_slot": 0,
3537 "type": "CLIP"
3538 },
3539 {
3540 "id": 153,
3541 "origin_id": 105,
3542 "origin_slot": 0,
3543 "target_id": -20,
3544 "target_slot": 0,
3545 "type": "IMAGE"
3546 },
3547 {
3548 "id": 159,
3549 "origin_id": -10,
3550 "origin_slot": 0,
3551 "target_id": 107,
3552 "target_slot": 0,
3553 "type": "COMBO"
3554 },
3555 {
3556 "id": 160,
3557 "origin_id": -10,
3558 "origin_slot": 1,
3559 "target_id": 108,
3560 "target_slot": 0,
3561 "type": "COMBO"
3562 },
3563 {
3564 "id": 161,
3565 "origin_id": -10,
3566 "origin_slot": 2,
3567 "target_id": 110,
3568 "target_slot": 0,
3569 "type": "COMBO"
3570 },
3571 {
3572 "id": 162,
3573 "origin_id": -10,
3574 "origin_slot": 3,
3575 "target_id": 109,
3576 "target_slot": 1,
3577 "type": "STRING"
3578 },
3579 {
3580 "id": 165,
3581 "origin_id": 109,
3582 "origin_slot": 0,
3583 "target_id": 112,
3584 "target_slot": 0,
3585 "type": "CONDITIONING"
3586 },
3587 {
3588 "id": 169,
3589 "origin_id": 111,
3590 "origin_slot": 0,
3591 "target_id": 112,
3592 "target_slot": 2,
3593 "type": "IMAGE"
3594 },
3595 {
3596 "id": 170,
3597 "origin_id": 111,
3598 "origin_slot": 0,
3599 "target_id": 114,
3600 "target_slot": 0,
3601 "type": "IMAGE"
3602 },
3603 {
3604 "id": 171,
3605 "origin_id": 114,
3606 "origin_slot": 0,
3607 "target_id": 102,
3608 "target_slot": 0,
3609 "type": "INT"
3610 },
3611 {
3612 "id": 172,
3613 "origin_id": 114,
3614 "origin_slot": 0,
3615 "target_id": 113,
3616 "target_slot": 0,
3617 "type": "INT"
3618 },
3619 {
3620 "id": 173,
3621 "origin_id": 114,
3622 "origin_slot": 1,
3623 "target_id": 102,
3624 "target_slot": 1,
3625 "type": "INT"
3626 },
3627 {
3628 "id": 174,
3629 "origin_id": 114,
3630 "origin_slot": 1,
3631 "target_id": 113,
3632 "target_slot": 1,
3633 "type": "INT"
3634 },
3635 {
3636 "id": 175,
3637 "origin_id": -10,
3638 "origin_slot": 4,
3639 "target_id": 111,
3640 "target_slot": 0,
3641 "type": "IMAGE"
3642 },
3643 {
3644 "id": 176,
3645 "origin_id": 110,
3646 "origin_slot": 0,
3647 "target_id": 112,
3648 "target_slot": 3,
3649 "type": "VAE"
3650 },
3651 {
3652 "id": 180,
3653 "origin_id": 85,
3654 "origin_slot": 0,
3655 "target_id": 84,
3656 "target_slot": 2,
3657 "type": "IMAGE"
3658 },
3659 {
3660 "id": 181,
3661 "origin_id": 110,
3662 "origin_slot": 0,
3663 "target_id": 84,
3664 "target_slot": 3,
3665 "type": "VAE"
3666 },
3667 {
3668 "id": 186,
3669 "origin_id": -10,
3670 "origin_slot": 5,
3671 "target_id": 85,
3672 "target_slot": 0,
3673 "type": "IMAGE"
3674 },
3675 {
3676 "id": 187,
3677 "origin_id": 109,
3678 "origin_slot": 0,
3679 "target_id": 86,
3680 "target_slot": 0,
3681 "type": "CONDITIONING"
3682 },
3683 {
3684 "id": 188,
3685 "origin_id": 86,
3686 "origin_slot": 0,
3687 "target_id": 112,
3688 "target_slot": 1,
3689 "type": "CONDITIONING"
3690 },
3691 {
3692 "id": 201,
3693 "origin_id": 127,
3694 "origin_slot": 0,
3695 "target_id": 126,
3696 "target_slot": 1,
3697 "type": "LATENT"
3698 },
3699 {
3700 "id": 202,
3701 "origin_id": 127,
3702 "origin_slot": 0,
3703 "target_id": 128,
3704 "target_slot": 1,
3705 "type": "LATENT"
3706 },
3707 {
3708 "id": 203,
3709 "origin_id": 128,
3710 "origin_slot": 0,
3711 "target_id": 84,
3712 "target_slot": 0,
3713 "type": "CONDITIONING"
3714 },
3715 {
3716 "id": 204,
3717 "origin_id": 126,
3718 "origin_slot": 0,
3719 "target_id": 84,
3720 "target_slot": 1,
3721 "type": "CONDITIONING"
3722 },
3723 {
3724 "id": 205,
3725 "origin_id": 111,
3726 "origin_slot": 0,
3727 "target_id": 127,
3728 "target_slot": 0,
3729 "type": "IMAGE"
3730 },
3731 {
3732 "id": 206,
3733 "origin_id": 110,
3734 "origin_slot": 0,
3735 "target_id": 127,
3736 "target_slot": 1,
3737 "type": "VAE"
3738 },
3739 {
3740 "id": 207,
3741 "origin_id": 109,
3742 "origin_slot": 0,
3743 "target_id": 128,
3744 "target_slot": 0,
3745 "type": "CONDITIONING"
3746 },
3747 {
3748 "id": 208,
3749 "origin_id": 86,
3750 "origin_slot": 0,
3751 "target_id": 126,
3752 "target_slot": 0,
3753 "type": "CONDITIONING"
3754 },
3755 {
3756 "id": 209,
3757 "origin_id": 130,
3758 "origin_slot": 0,
3759 "target_id": 129,
3760 "target_slot": 1,
3761 "type": "LATENT"
3762 },
3763 {
3764 "id": 210,
3765 "origin_id": 130,
3766 "origin_slot": 0,
3767 "target_id": 131,
3768 "target_slot": 1,
3769 "type": "LATENT"
3770 },
3771 {
3772 "id": 211,
3773 "origin_id": 131,
3774 "origin_slot": 0,
3775 "target_id": 103,
3776 "target_slot": 1,
3777 "type": "CONDITIONING"
3778 },
3779 {
3780 "id": 212,
3781 "origin_id": 129,
3782 "origin_slot": 0,
3783 "target_id": 103,
3784 "target_slot": 2,
3785 "type": "CONDITIONING"
3786 },
3787 {
3788 "id": 213,
3789 "origin_id": 85,
3790 "origin_slot": 0,
3791 "target_id": 130,
3792 "target_slot": 0,
3793 "type": "IMAGE"
3794 },
3795 {
3796 "id": 214,
3797 "origin_id": 110,
3798 "origin_slot": 0,
3799 "target_id": 130,
3800 "target_slot": 1,
3801 "type": "VAE"
3802 },
3803 {
3804 "id": 215,
3805 "origin_id": 128,
3806 "origin_slot": 0,
3807 "target_id": 131,
3808 "target_slot": 0,
3809 "type": "CONDITIONING"
3810 },
3811 {
3812 "id": 216,
3813 "origin_id": 126,
3814 "origin_slot": 0,
3815 "target_id": 129,
3816 "target_slot": 0,
3817 "type": "CONDITIONING"
3818 },
3819 {
3820 "id": 220,
3821 "origin_id": -10,
3822 "origin_slot": 6,
3823 "target_id": 106,
3824 "target_slot": 0,
3825 "type": "INT"
3826 }
3827 ],
3828 "extra": {
3829 "workflowRendererVersion": "LG",
3830 "ue_links": []
3831 }
3832 }
3833 ]
3834 },
3835 "config": [],
3836 "extra": {
3837 "frontendVersion": "1.47.10",
3838 "workflowRendererVersion": "LG",
3839 "VHS_latentpreview": false,
3840 "VHS_latentpreviewrate": 0,
3841 "VHS_MetadataImage": true,
3842 "VHS_KeepIntermediate": true,
3843 "ds": {
3844 "scale": 0.6209213230591553,
3845 "offset": [
3846 786.1389809017754,
3847 -91.76577764403532
3848 ]
3849 },
3850 "ue_links": []
3851 },
3852 "version": 0.4
3853}