工作流 /
图像 /
OmniGen2图像编辑
OmniGen2图像编辑
OmniGen2 Image Edit
使用OmniGen2的高级图像编辑功能和文本渲染支持，通过自然语言指令编辑图像。
图像
27 个节点 1 个输入 10 次使用 ComfyUI ≥ 0.3.42 ComfyUI 26 KB
需要的权重
这个工作流引用了 3 个权重文件，其中 3 个能在本站模型库里找到。
节点构成
ReferenceLatent
× 4
MarkdownNote
× 3
LoadImage
× 2
ImageScaleToTotalPixels
× 2
VAEEncode
× 2
CLIPTextEncode
× 2
SamplerCustomAdvanced
× 1
EmptySD3LatentImage
× 1
RandomNoise
× 1
DualCFGGuider
× 1
VAELoader
× 1
CLIPLoader
× 1
UNETLoader
× 1
BasicScheduler
× 1
KSamplerSelect
× 1
GetImageSize
× 1
官方标注的模型
OmniGen
工作流 JSON
和上面「下载工作流 JSON」是同一份文件。
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48 "outputs": [
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57 {
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282 ],
283 "properties": {
284 "cnr_id": "comfy-core",
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294 {
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296 "type": "RandomNoise",
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301 "size": [
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305 "flags": [],
306 "order": 0,
307 "mode": 0,
308 "inputs": [],
309 "outputs": [
310 {
311 "name": "NOISE",
312 "type": "NOISE",
313 "links": [
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315 ]
316 }
317 ],
318 "properties": {
319 "cnr_id": "comfy-core",
320 "ver": "0.3.42",
321 "Node name for S&R": "RandomNoise"
322 },
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325 "randomize"
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328 {
329 "id": 27,
330 "type": "DualCFGGuider",
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333 224
334 ],
335 "size": [
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337 166
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339 "flags": [],
340 "order": 23,
341 "mode": 0,
342 "inputs": [
343 {
344 "name": "model",
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348 {
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350 "type": "CONDITIONING",
351 "link": 70
352 },
353 {
354 "name": "cond2",
355 "type": "CONDITIONING",
356 "link": 71
357 },
358 {
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360 "type": "CONDITIONING",
361 "link": 45
362 }
363 ],
364 "outputs": [
365 {
366 "name": "GUIDER",
367 "type": "GUIDER",
368 "slot_index": 0,
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373 ],
374 "properties": {
375 "cnr_id": "comfy-core",
376 "ver": "0.3.42",
377 "Node name for S&R": "DualCFGGuider"
378 },
379 "widgets_values": [
380 5,
381 2,
382 "regular"
383 ]
384 },
385 {
386 "id": 13,
387 "type": "VAELoader",
388 "pos": [
389 -520,
390 360
391 ],
392 "size": [
393 290,
394 60
395 ],
396 "flags": [],
397 "order": 1,
398 "mode": 0,
399 "inputs": [],
400 "outputs": [
401 {
402 "name": "VAE",
403 "type": "VAE",
404 "links": [
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406 15,
407 62
408 ]
409 }
410 ],
411 "properties": {
412 "cnr_id": "comfy-core",
413 "ver": "0.3.42",
414 "Node name for S&R": "VAELoader",
415 "models": [
416 {
417 "name": "ae.safetensors",
418 "url": "https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/resolve/main/split_files/vae/ae.safetensors",
419 "directory": "vae"
420 }
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423 "widgets_values": [
424 "ae.safetensors"
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427 {
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429 "type": "CLIPLoader",
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437 ],
438 "flags": [],
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440 "mode": 0,
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445 "type": "CLIP",
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451 ],
452 "properties": {
453 "cnr_id": "comfy-core",
454 "ver": "0.3.42",
455 "Node name for S&R": "CLIPLoader",
456 "models": [
457 {
458 "name": "qwen_2.5_vl_fp16.safetensors",
459 "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_fp16.safetensors",
460 "directory": "text_encoders"
461 }
462 ]
463 },
464 "widgets_values": [
465 "qwen_2.5_vl_fp16.safetensors",
466 "omnigen2",
467 "default"
468 ]
469 },
470 {
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472 "type": "UNETLoader",
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477 "size": [
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481 "flags": [],
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483 "mode": 0,
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487 "name": "MODEL",
488 "type": "MODEL",
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491 53
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494 ],
495 "properties": {
496 "cnr_id": "comfy-core",
497 "ver": "0.3.42",
498 "Node name for S&R": "UNETLoader",
499 "models": [
500 {
501 "name": "omnigen2_fp16.safetensors",
502 "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/omnigen2_fp16.safetensors",
503 "directory": "diffusion_models"
504 }
505 ]
506 },
507 "widgets_values": [
508 "omnigen2_fp16.safetensors",
509 "default"
510 ]
511 },
512 {
513 "id": 16,
514 "type": "LoadImage",
515 "pos": [
516 -510,
517 520
518 ],
519 "size": [
520 280,
521 314
522 ],
523 "flags": [],
524 "order": 4,
525 "mode": 0,
526 "inputs": [],
527 "outputs": [
528 {
529 "name": "IMAGE",
530 "type": "IMAGE",
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532 20
533 ]
534 },
535 {
536 "name": "MASK",
537 "type": "MASK",
538 "links": null
539 }
540 ],
541 "properties": {
542 "cnr_id": "comfy-core",
543 "ver": "0.3.42",
544 "Node name for S&R": "LoadImage"
545 },
546 "widgets_values": [
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548 "image"
549 ]
550 },
551 {
552 "id": 23,
553 "type": "BasicScheduler",
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562 "flags": [],
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564 "mode": 0,
565 "inputs": [
566 {
567 "name": "model",
568 "type": "MODEL",
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571 ],
572 "outputs": [
573 {
574 "name": "SIGMAS",
575 "type": "SIGMAS",
576 "links": [
577 36
578 ]
579 }
580 ],
581 "properties": {
582 "cnr_id": "comfy-core",
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584 "Node name for S&R": "BasicScheduler"
585 },
586 "widgets_values": [
587 "simple",
588 20,
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591 },
592 {
593 "id": 20,
594 "type": "KSamplerSelect",
595 "pos": [
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597 580
598 ],
599 "size": [
600 315,
601 58
602 ],
603 "flags": [],
604 "order": 5,
605 "mode": 0,
606 "inputs": [],
607 "outputs": [
608 {
609 "name": "SAMPLER",
610 "type": "SAMPLER",
611 "links": [
612 35
613 ]
614 }
615 ],
616 "properties": {
617 "cnr_id": "comfy-core",
618 "ver": "0.3.42",
619 "Node name for S&R": "KSamplerSelect"
620 },
621 "widgets_values": [
622 "euler"
623 ]
624 },
625 {
626 "id": 40,
627 "type": "MarkdownNote",
628 "pos": [
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630 60
631 ],
632 "size": [
633 340,
634 400
635 ],
636 "flags": [],
637 "order": 6,
638 "mode": 0,
639 "inputs": [],
640 "outputs": [],
641 "title": "Model links",
642 "properties": [],
643 "widgets_values": [
644 "## Docs\n[English](https://docs.comfy.org/tutorials/image/omnigen/omnigen2) | [中文](https://docs.comfy.org/zh-CN/tutorials/image/omnigen/omnigen2)\n\n## Model links\n\n- [Hugging Face:Comfy-Org/Omnigen2_ComfyUI_repackaged](https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged)\n- [ModelScope:Comfy-Org/Omnigen2_ComfyUI_repackaged](https://modelscope.cn/models/Comfy-Org/Omnigen2_ComfyUI_repackaged)\n- [Hugging Face:Comfy-Org/Lumina_Image_2.0_Repackaged](https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged)\n- [ModelScope:Comfy-Org/Lumina_Image_2.0_Repackaged](https://modelscope.cn/models/Comfy-Org/Lumina_Image_2.0_Repackaged)\n\n**diffusion model**\n\n- [omnigen2_fp16.safetensors](https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/omnigen2_fp16.safetensors) (7.39 GB)\n\n**vae**\n\n- [ae.safetensors](https://huggingface.co/Comfy-Org/Lumina_Image_2.0_Repackaged/blob/main/split_files/vae/ae.safetensors)\n\n**text encoder**\n\n- [qwen_2.5_vl_fp16.safetensors](https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_fp16.safetensors) (6.99 GB)\n\nFile save location\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ └── omnigen2_fp16.safetensors\n│ ├── 📂 vae/\n│ │ └── ae.safetensor\n│ └── 📂 text_encoders/\n│ └── qwen_2.5_vl_fp16.safetensors\n```\n"
645 ],
646 "color": "#222",
647 "bgcolor": "#000"
648 },
649 {
650 "id": 17,
651 "type": "ImageScaleToTotalPixels",
652 "pos": [
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654 490
655 ],
656 "size": [
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658 82
659 ],
660 "flags": [],
661 "order": 13,
662 "mode": 0,
663 "inputs": [
664 {
665 "name": "image",
666 "type": "IMAGE",
667 "link": 20
668 }
669 ],
670 "outputs": [
671 {
672 "name": "IMAGE",
673 "type": "IMAGE",
674 "links": [
675 21,
676 54
677 ]
678 }
679 ],
680 "properties": {
681 "cnr_id": "comfy-core",
682 "ver": "0.3.42",
683 "Node name for S&R": "ImageScaleToTotalPixels"
684 },
685 "widgets_values": [
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687 1
688 ]
689 },
690 {
691 "id": 34,
692 "type": "ImageScaleToTotalPixels",
693 "pos": [
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695 910
696 ],
697 "size": [
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699 82
700 ],
701 "flags": [],
702 "order": 14,
703 "mode": 4,
704 "inputs": [
705 {
706 "name": "image",
707 "type": "IMAGE",
708 "link": 63
709 }
710 ],
711 "outputs": [
712 {
713 "name": "IMAGE",
714 "type": "IMAGE",
715 "links": [
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717 ]
718 }
719 ],
720 "properties": {
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730 {
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743 "mode": 4,
744 "inputs": [
745 {
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747 "type": "IMAGE",
748 "link": 61
749 },
750 {
751 "name": "vae",
752 "type": "VAE",
753 "link": 62
754 }
755 ],
756 "outputs": [
757 {
758 "name": "LATENT",
759 "type": "LATENT",
760 "links": [
761 72,
762 73
763 ]
764 }
765 ],
766 "properties": {
767 "cnr_id": "comfy-core",
768 "ver": "0.3.42",
769 "Node name for S&R": "VAEEncode"
770 },
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772 },
773 {
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783 ],
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787 "inputs": [
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790 "type": "CLIP",
791 "link": 10
792 }
793 ],
794 "outputs": [
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798 "slot_index": 0,
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803 }
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805 "properties": {
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808 "Node name for S&R": "CLIPTextEncode"
809 },
810 "widgets_values": [
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812 ],
813 "color": "#223",
814 "bgcolor": "#335"
815 },
816 {
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823 "size": [
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828 "order": 11,
829 "mode": 0,
830 "inputs": [
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832 "name": "clip",
833 "type": "CLIP",
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837 "outputs": [
838 {
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840 "type": "CONDITIONING",
841 "slot_index": 0,
842 "links": [
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846 ],
847 "properties": {
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849 "ver": "0.3.42",
850 "Node name for S&R": "CLIPTextEncode"
851 },
852 "widgets_values": [
853 "Transform character into crystal material, transparent crystal texture, sparkling surface, prismatic light effects, magical appearance, elegant translucent look"
854 ],
855 "color": "#232",
856 "bgcolor": "#353"
857 },
858 {
859 "id": 32,
860 "type": "GetImageSize",
861 "pos": [
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865 "size": [
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868 ],
869 "flags": [],
870 "order": 16,
871 "mode": 0,
872 "inputs": [
873 {
874 "name": "image",
875 "type": "IMAGE",
876 "link": 54
877 }
878 ],
879 "outputs": [
880 {
881 "name": "width",
882 "type": "INT",
883 "links": [
884 55
885 ]
886 },
887 {
888 "name": "height",
889 "type": "INT",
890 "links": [
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892 ]
893 },
894 {
895 "name": "batch_size",
896 "type": "INT",
897 "links": null
898 }
899 ],
900 "properties": {
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902 "ver": "0.3.42",
903 "Node name for S&R": "GetImageSize"
904 },
905 "widgets_values": [
906 "width: 1365, height: 768\n batch size: 1"
907 ]
908 },
909 {
910 "id": 43,
911 "type": "MarkdownNote",
912 "pos": [
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914 920
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916 "size": [
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919 ],
920 "flags": [],
921 "order": 7,
922 "mode": 0,
923 "inputs": [],
924 "outputs": [],
925 "title": "Custom image size",
926 "properties": [],
927 "widgets_values": [
928 "To customize the image size, delete the **Get Image Size** node."
929 ],
930 "color": "#222",
931 "bgcolor": "#000"
932 },
933 {
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935 "type": "MarkdownNote",
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944 "flags": [],
945 "order": 8,
946 "mode": 0,
947 "inputs": [],
948 "outputs": [],
949 "title": "Enable the second input image",
950 "properties": [],
951 "widgets_values": [
952 "Use **Ctrl + B** to switch all nodes in Bypass mode to normal mode to enable the second image input."
953 ],
954 "color": "#222",
955 "bgcolor": "#000"
956 },
957 {
958 "id": 8,
959 "type": "VAEDecode",
960 "pos": [
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963 ],
964 "size": [
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