forked from huggingface/diffusers
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy path__init__.py
More file actions
968 lines (932 loc) 路 36.3 KB
/
Copy path__init__.py
File metadata and controls
968 lines (932 loc) 路 36.3 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
from typing import TYPE_CHECKING
from ..utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_flax_available,
is_librosa_available,
is_note_seq_available,
is_onnx_available,
is_opencv_available,
is_sentencepiece_available,
is_torch_available,
is_torch_npu_available,
is_transformers_available,
is_transformers_version,
)
# These modules contain pipelines from multiple libraries/frameworks
_dummy_objects = {}
_import_structure = {
"controlnet": [],
"controlnet_hunyuandit": [],
"controlnet_sd3": [],
"controlnet_xs": [],
"deprecated": [],
"latent_diffusion": [],
"ledits_pp": [],
"marigold": [],
"pag": [],
"stable_diffusion": [],
"stable_diffusion_xl": [],
}
try:
if not is_torch_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_pt_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_pt_objects))
else:
_import_structure["auto_pipeline"] = [
"AutoPipelineForImage2Image",
"AutoPipelineForInpainting",
"AutoPipelineForText2Image",
]
_import_structure["consistency_models"] = ["ConsistencyModelPipeline"]
_import_structure["dance_diffusion"] = ["DanceDiffusionPipeline"]
_import_structure["ddim"] = ["DDIMPipeline"]
_import_structure["ddpm"] = ["DDPMPipeline"]
_import_structure["dit"] = ["DiTPipeline"]
_import_structure["latent_diffusion"].extend(["LDMSuperResolutionPipeline"])
_import_structure["pipeline_utils"] = [
"AudioPipelineOutput",
"DiffusionPipeline",
"StableDiffusionMixin",
"ImagePipelineOutput",
]
_import_structure["deprecated"].extend(
[
"PNDMPipeline",
"LDMPipeline",
"RePaintPipeline",
"ScoreSdeVePipeline",
"KarrasVePipeline",
]
)
try:
if not (is_torch_available() and is_librosa_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_torch_and_librosa_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_torch_and_librosa_objects))
else:
_import_structure["deprecated"].extend(["AudioDiffusionPipeline", "Mel"])
try:
if not (is_transformers_available() and is_torch_available() and is_note_seq_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_transformers_and_torch_and_note_seq_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_transformers_and_torch_and_note_seq_objects))
else:
_import_structure["deprecated"].extend(
[
"MidiProcessor",
"SpectrogramDiffusionPipeline",
]
)
try:
if not (is_torch_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_torch_and_transformers_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_objects))
else:
_import_structure["deprecated"].extend(
[
"VQDiffusionPipeline",
"AltDiffusionPipeline",
"AltDiffusionImg2ImgPipeline",
"CycleDiffusionPipeline",
"StableDiffusionInpaintPipelineLegacy",
"StableDiffusionPix2PixZeroPipeline",
"StableDiffusionParadigmsPipeline",
"StableDiffusionModelEditingPipeline",
"VersatileDiffusionDualGuidedPipeline",
"VersatileDiffusionImageVariationPipeline",
"VersatileDiffusionPipeline",
"VersatileDiffusionTextToImagePipeline",
]
)
_import_structure["allegro"] = ["AllegroPipeline"]
_import_structure["amused"] = ["AmusedImg2ImgPipeline", "AmusedInpaintPipeline", "AmusedPipeline"]
_import_structure["animatediff"] = [
"AnimateDiffPipeline",
"AnimateDiffControlNetPipeline",
"AnimateDiffSDXLPipeline",
"AnimateDiffSparseControlNetPipeline",
"AnimateDiffVideoToVideoPipeline",
"AnimateDiffVideoToVideoControlNetPipeline",
]
_import_structure["bria"] = ["BriaPipeline"]
_import_structure["bria_fibo"] = ["BriaFiboPipeline", "BriaFiboEditPipeline"]
_import_structure["flux2"] = ["Flux2Pipeline", "Flux2KleinPipeline"]
_import_structure["flux"] = [
"FluxControlPipeline",
"FluxControlInpaintPipeline",
"FluxControlImg2ImgPipeline",
"FluxControlNetPipeline",
"FluxControlNetImg2ImgPipeline",
"FluxControlNetInpaintPipeline",
"FluxImg2ImgPipeline",
"FluxInpaintPipeline",
"FluxPipeline",
"FluxFillPipeline",
"FluxPriorReduxPipeline",
"ReduxImageEncoder",
"FluxKontextPipeline",
"FluxKontextInpaintPipeline",
]
_import_structure["prx"] = ["PRXPipeline"]
_import_structure["audioldm"] = ["AudioLDMPipeline"]
_import_structure["audioldm2"] = [
"AudioLDM2Pipeline",
"AudioLDM2ProjectionModel",
"AudioLDM2UNet2DConditionModel",
]
_import_structure["blip_diffusion"] = ["BlipDiffusionPipeline"]
_import_structure["chroma"] = ["ChromaPipeline", "ChromaImg2ImgPipeline", "ChromaInpaintPipeline"]
_import_structure["cogvideo"] = [
"CogVideoXPipeline",
"CogVideoXImageToVideoPipeline",
"CogVideoXVideoToVideoPipeline",
"CogVideoXFunControlPipeline",
]
_import_structure["cogview3"] = ["CogView3PlusPipeline"]
_import_structure["cogview4"] = ["CogView4Pipeline", "CogView4ControlPipeline"]
_import_structure["consisid"] = ["ConsisIDPipeline"]
_import_structure["cosmos"] = [
"Cosmos2_5_PredictBasePipeline",
"Cosmos2_5_TransferPipeline",
"Cosmos2TextToImagePipeline",
"CosmosTextToWorldPipeline",
"CosmosVideoToWorldPipeline",
"Cosmos2VideoToWorldPipeline",
]
_import_structure["controlnet"].extend(
[
"BlipDiffusionControlNetPipeline",
"StableDiffusionControlNetImg2ImgPipeline",
"StableDiffusionControlNetInpaintPipeline",
"StableDiffusionControlNetPipeline",
"StableDiffusionXLControlNetImg2ImgPipeline",
"StableDiffusionXLControlNetInpaintPipeline",
"StableDiffusionXLControlNetPipeline",
"StableDiffusionXLControlNetUnionPipeline",
"StableDiffusionXLControlNetUnionInpaintPipeline",
"StableDiffusionXLControlNetUnionImg2ImgPipeline",
]
)
_import_structure["pag"].extend(
[
"StableDiffusionControlNetPAGInpaintPipeline",
"AnimateDiffPAGPipeline",
"KolorsPAGPipeline",
"HunyuanDiTPAGPipeline",
"StableDiffusion3PAGPipeline",
"StableDiffusion3PAGImg2ImgPipeline",
"StableDiffusionPAGPipeline",
"StableDiffusionPAGImg2ImgPipeline",
"StableDiffusionPAGInpaintPipeline",
"StableDiffusionControlNetPAGPipeline",
"StableDiffusionXLPAGPipeline",
"StableDiffusionXLPAGInpaintPipeline",
"StableDiffusionXLControlNetPAGImg2ImgPipeline",
"StableDiffusionXLControlNetPAGPipeline",
"StableDiffusionXLPAGImg2ImgPipeline",
"PixArtSigmaPAGPipeline",
"SanaPAGPipeline",
]
)
_import_structure["controlnet_xs"].extend(
[
"StableDiffusionControlNetXSPipeline",
"StableDiffusionXLControlNetXSPipeline",
]
)
_import_structure["controlnet_hunyuandit"].extend(
[
"HunyuanDiTControlNetPipeline",
]
)
_import_structure["controlnet_sd3"].extend(
[
"StableDiffusion3ControlNetPipeline",
"StableDiffusion3ControlNetInpaintingPipeline",
]
)
_import_structure["deepfloyd_if"] = [
"IFImg2ImgPipeline",
"IFImg2ImgSuperResolutionPipeline",
"IFInpaintingPipeline",
"IFInpaintingSuperResolutionPipeline",
"IFPipeline",
"IFSuperResolutionPipeline",
]
_import_structure["easyanimate"] = [
"EasyAnimatePipeline",
"EasyAnimateInpaintPipeline",
"EasyAnimateControlPipeline",
]
_import_structure["helios"] = ["HeliosPipeline", "HeliosPyramidPipeline"]
_import_structure["hidream_image"] = ["HiDreamImagePipeline"]
_import_structure["hunyuandit"] = ["HunyuanDiTPipeline"]
_import_structure["hunyuan_video"] = [
"HunyuanVideoPipeline",
"HunyuanSkyreelsImageToVideoPipeline",
"HunyuanVideoImageToVideoPipeline",
"HunyuanVideoFramepackPipeline",
]
_import_structure["hunyuan_video1_5"] = ["HunyuanVideo15Pipeline", "HunyuanVideo15ImageToVideoPipeline"]
_import_structure["hunyuan_image"] = ["HunyuanImagePipeline", "HunyuanImageRefinerPipeline"]
_import_structure["kandinsky"] = [
"KandinskyCombinedPipeline",
"KandinskyImg2ImgCombinedPipeline",
"KandinskyImg2ImgPipeline",
"KandinskyInpaintCombinedPipeline",
"KandinskyInpaintPipeline",
"KandinskyPipeline",
"KandinskyPriorPipeline",
]
_import_structure["kandinsky2_2"] = [
"KandinskyV22CombinedPipeline",
"KandinskyV22ControlnetImg2ImgPipeline",
"KandinskyV22ControlnetPipeline",
"KandinskyV22Img2ImgCombinedPipeline",
"KandinskyV22Img2ImgPipeline",
"KandinskyV22InpaintCombinedPipeline",
"KandinskyV22InpaintPipeline",
"KandinskyV22Pipeline",
"KandinskyV22PriorEmb2EmbPipeline",
"KandinskyV22PriorPipeline",
]
_import_structure["kandinsky3"] = [
"Kandinsky3Img2ImgPipeline",
"Kandinsky3Pipeline",
]
_import_structure["latent_consistency_models"] = [
"LatentConsistencyModelImg2ImgPipeline",
"LatentConsistencyModelPipeline",
]
_import_structure["latent_diffusion"].extend(["LDMTextToImagePipeline"])
_import_structure["ledits_pp"].extend(
[
"LEditsPPPipelineStableDiffusion",
"LEditsPPPipelineStableDiffusionXL",
]
)
_import_structure["latte"] = ["LattePipeline"]
_import_structure["ltx"] = [
"LTXPipeline",
"LTXImageToVideoPipeline",
"LTXConditionPipeline",
"LTXLatentUpsamplePipeline",
"LTXI2VLongMultiPromptPipeline",
]
_import_structure["ltx2"] = [
"LTX2Pipeline",
"LTX2ConditionPipeline",
"LTX2ImageToVideoPipeline",
"LTX2LatentUpsamplePipeline",
]
_import_structure["lumina"] = ["LuminaPipeline", "LuminaText2ImgPipeline"]
_import_structure["lumina2"] = ["Lumina2Pipeline", "Lumina2Text2ImgPipeline"]
_import_structure["lucy"] = ["LucyEditPipeline"]
_import_structure["longcat_image"] = ["LongCatImagePipeline", "LongCatImageEditPipeline"]
_import_structure["marigold"].extend(
[
"MarigoldDepthPipeline",
"MarigoldIntrinsicsPipeline",
"MarigoldNormalsPipeline",
]
)
_import_structure["mochi"] = ["MochiPipeline"]
_import_structure["musicldm"] = ["MusicLDMPipeline"]
_import_structure["omnigen"] = ["OmniGenPipeline"]
_import_structure["ovis_image"] = ["OvisImagePipeline"]
_import_structure["visualcloze"] = ["VisualClozePipeline", "VisualClozeGenerationPipeline"]
_import_structure["paint_by_example"] = ["PaintByExamplePipeline"]
_import_structure["pia"] = ["PIAPipeline"]
_import_structure["pixart_alpha"] = ["PixArtAlphaPipeline", "PixArtSigmaPipeline"]
_import_structure["sana"] = [
"SanaPipeline",
"SanaSprintPipeline",
"SanaControlNetPipeline",
"SanaSprintImg2ImgPipeline",
]
_import_structure["sana_video"] = [
"SanaVideoPipeline",
"SanaImageToVideoPipeline",
]
_import_structure["semantic_stable_diffusion"] = ["SemanticStableDiffusionPipeline"]
_import_structure["shap_e"] = ["ShapEImg2ImgPipeline", "ShapEPipeline"]
_import_structure["stable_audio"] = [
"StableAudioProjectionModel",
"StableAudioPipeline",
]
_import_structure["stable_cascade"] = [
"StableCascadeCombinedPipeline",
"StableCascadeDecoderPipeline",
"StableCascadePriorPipeline",
]
_import_structure["stable_diffusion"].extend(
[
"CLIPImageProjection",
"StableDiffusionDepth2ImgPipeline",
"StableDiffusionImageVariationPipeline",
"StableDiffusionImg2ImgPipeline",
"StableDiffusionInpaintPipeline",
"StableDiffusionInstructPix2PixPipeline",
"StableDiffusionLatentUpscalePipeline",
"StableDiffusionPipeline",
"StableDiffusionUpscalePipeline",
"StableUnCLIPImg2ImgPipeline",
"StableUnCLIPPipeline",
"StableDiffusionLDM3DPipeline",
]
)
_import_structure["aura_flow"] = ["AuraFlowPipeline"]
_import_structure["stable_diffusion_3"] = [
"StableDiffusion3Pipeline",
"StableDiffusion3Img2ImgPipeline",
"StableDiffusion3InpaintPipeline",
]
_import_structure["stable_diffusion_attend_and_excite"] = ["StableDiffusionAttendAndExcitePipeline"]
_import_structure["stable_diffusion_safe"] = ["StableDiffusionPipelineSafe"]
_import_structure["stable_diffusion_sag"] = ["StableDiffusionSAGPipeline"]
_import_structure["stable_diffusion_gligen"] = [
"StableDiffusionGLIGENPipeline",
"StableDiffusionGLIGENTextImagePipeline",
]
_import_structure["stable_video_diffusion"] = ["StableVideoDiffusionPipeline"]
_import_structure["stable_diffusion_xl"].extend(
[
"StableDiffusionXLImg2ImgPipeline",
"StableDiffusionXLInpaintPipeline",
"StableDiffusionXLInstructPix2PixPipeline",
"StableDiffusionXLPipeline",
]
)
_import_structure["stable_diffusion_diffedit"] = ["StableDiffusionDiffEditPipeline"]
_import_structure["stable_diffusion_ldm3d"] = ["StableDiffusionLDM3DPipeline"]
_import_structure["stable_diffusion_panorama"] = ["StableDiffusionPanoramaPipeline"]
_import_structure["t2i_adapter"] = [
"StableDiffusionAdapterPipeline",
"StableDiffusionXLAdapterPipeline",
]
_import_structure["text_to_video_synthesis"] = [
"TextToVideoSDPipeline",
"TextToVideoZeroPipeline",
"TextToVideoZeroSDXLPipeline",
"VideoToVideoSDPipeline",
]
_import_structure["i2vgen_xl"] = ["I2VGenXLPipeline"]
_import_structure["unclip"] = ["UnCLIPImageVariationPipeline", "UnCLIPPipeline"]
_import_structure["unidiffuser"] = [
"ImageTextPipelineOutput",
"UniDiffuserModel",
"UniDiffuserPipeline",
"UniDiffuserTextDecoder",
]
_import_structure["wuerstchen"] = [
"WuerstchenCombinedPipeline",
"WuerstchenDecoderPipeline",
"WuerstchenPriorPipeline",
]
_import_structure["wan"] = [
"WanPipeline",
"WanImageToVideoPipeline",
"WanVideoToVideoPipeline",
"WanVACEPipeline",
"WanAnimatePipeline",
]
_import_structure["kandinsky5"] = [
"Kandinsky5T2VPipeline",
"Kandinsky5I2VPipeline",
"Kandinsky5T2IPipeline",
"Kandinsky5I2IPipeline",
]
_import_structure["z_image"] = [
"ZImageControlNetInpaintPipeline",
"ZImageControlNetPipeline",
"ZImageImg2ImgPipeline",
"ZImageInpaintPipeline",
"ZImageOmniPipeline",
"ZImagePipeline",
]
_import_structure["skyreels_v2"] = [
"SkyReelsV2DiffusionForcingPipeline",
"SkyReelsV2DiffusionForcingImageToVideoPipeline",
"SkyReelsV2DiffusionForcingVideoToVideoPipeline",
"SkyReelsV2ImageToVideoPipeline",
"SkyReelsV2Pipeline",
]
_import_structure["qwenimage"] = [
"QwenImagePipeline",
"QwenImageImg2ImgPipeline",
"QwenImageInpaintPipeline",
"QwenImageEditPipeline",
"QwenImageEditPlusPipeline",
"QwenImageEditInpaintPipeline",
"QwenImageControlNetInpaintPipeline",
"QwenImageControlNetPipeline",
"QwenImageLayeredPipeline",
]
_import_structure["chronoedit"] = ["ChronoEditPipeline"]
_import_structure["glm_image"] = ["GlmImagePipeline"]
try:
if not is_onnx_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_onnx_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_onnx_objects))
else:
_import_structure["onnx_utils"] = ["OnnxRuntimeModel"]
try:
if not (is_torch_available() and is_transformers_available() and is_onnx_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_torch_and_transformers_and_onnx_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_onnx_objects))
else:
_import_structure["stable_diffusion"].extend(
[
"OnnxStableDiffusionImg2ImgPipeline",
"OnnxStableDiffusionInpaintPipeline",
"OnnxStableDiffusionPipeline",
"OnnxStableDiffusionUpscalePipeline",
"StableDiffusionOnnxPipeline",
]
)
try:
if not (is_torch_available() and is_transformers_available() and is_sentencepiece_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import (
dummy_torch_and_transformers_and_sentencepiece_objects,
)
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_sentencepiece_objects))
else:
_import_structure["kolors"] = [
"KolorsPipeline",
"KolorsImg2ImgPipeline",
]
try:
if not (is_torch_available() and is_transformers_available() and is_opencv_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import (
dummy_torch_and_transformers_and_opencv_objects,
)
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_opencv_objects))
else:
_import_structure["consisid"] = ["ConsisIDPipeline"]
try:
if not is_flax_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_flax_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_flax_objects))
else:
_import_structure["pipeline_flax_utils"] = ["FlaxDiffusionPipeline"]
try:
if not (is_flax_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_flax_and_transformers_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_flax_and_transformers_objects))
else:
_import_structure["controlnet"].extend(["FlaxStableDiffusionControlNetPipeline"])
_import_structure["stable_diffusion"].extend(
[
"FlaxStableDiffusionImg2ImgPipeline",
"FlaxStableDiffusionInpaintPipeline",
"FlaxStableDiffusionPipeline",
]
)
_import_structure["stable_diffusion_xl"].extend(
[
"FlaxStableDiffusionXLPipeline",
]
)
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
try:
if not is_torch_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_pt_objects import * # noqa F403
else:
from .auto_pipeline import (
AutoPipelineForImage2Image,
AutoPipelineForInpainting,
AutoPipelineForText2Image,
)
from .consistency_models import ConsistencyModelPipeline
from .dance_diffusion import DanceDiffusionPipeline
from .ddim import DDIMPipeline
from .ddpm import DDPMPipeline
from .deprecated import KarrasVePipeline, LDMPipeline, PNDMPipeline, RePaintPipeline, ScoreSdeVePipeline
from .dit import DiTPipeline
from .latent_diffusion import LDMSuperResolutionPipeline
from .pipeline_utils import (
AudioPipelineOutput,
DiffusionPipeline,
ImagePipelineOutput,
StableDiffusionMixin,
)
try:
if not (is_torch_available() and is_librosa_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_librosa_objects import *
else:
from .deprecated import AudioDiffusionPipeline, Mel
try:
if not (is_torch_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_objects import *
else:
from .allegro import AllegroPipeline
from .amused import AmusedImg2ImgPipeline, AmusedInpaintPipeline, AmusedPipeline
from .animatediff import (
AnimateDiffControlNetPipeline,
AnimateDiffPipeline,
AnimateDiffSDXLPipeline,
AnimateDiffSparseControlNetPipeline,
AnimateDiffVideoToVideoControlNetPipeline,
AnimateDiffVideoToVideoPipeline,
)
from .audioldm import AudioLDMPipeline
from .audioldm2 import (
AudioLDM2Pipeline,
AudioLDM2ProjectionModel,
AudioLDM2UNet2DConditionModel,
)
from .aura_flow import AuraFlowPipeline
from .blip_diffusion import BlipDiffusionPipeline
from .bria import BriaPipeline
from .bria_fibo import BriaFiboEditPipeline, BriaFiboPipeline
from .chroma import ChromaImg2ImgPipeline, ChromaInpaintPipeline, ChromaPipeline
from .chronoedit import ChronoEditPipeline
from .cogvideo import (
CogVideoXFunControlPipeline,
CogVideoXImageToVideoPipeline,
CogVideoXPipeline,
CogVideoXVideoToVideoPipeline,
)
from .cogview3 import CogView3PlusPipeline
from .cogview4 import CogView4ControlPipeline, CogView4Pipeline
from .controlnet import (
BlipDiffusionControlNetPipeline,
StableDiffusionControlNetImg2ImgPipeline,
StableDiffusionControlNetInpaintPipeline,
StableDiffusionControlNetPipeline,
StableDiffusionXLControlNetImg2ImgPipeline,
StableDiffusionXLControlNetInpaintPipeline,
StableDiffusionXLControlNetPipeline,
StableDiffusionXLControlNetUnionImg2ImgPipeline,
StableDiffusionXLControlNetUnionInpaintPipeline,
StableDiffusionXLControlNetUnionPipeline,
)
from .controlnet_hunyuandit import (
HunyuanDiTControlNetPipeline,
)
from .controlnet_sd3 import StableDiffusion3ControlNetInpaintingPipeline, StableDiffusion3ControlNetPipeline
from .controlnet_xs import (
StableDiffusionControlNetXSPipeline,
StableDiffusionXLControlNetXSPipeline,
)
from .cosmos import (
Cosmos2_5_PredictBasePipeline,
Cosmos2_5_TransferPipeline,
Cosmos2TextToImagePipeline,
Cosmos2VideoToWorldPipeline,
CosmosTextToWorldPipeline,
CosmosVideoToWorldPipeline,
)
from .deepfloyd_if import (
IFImg2ImgPipeline,
IFImg2ImgSuperResolutionPipeline,
IFInpaintingPipeline,
IFInpaintingSuperResolutionPipeline,
IFPipeline,
IFSuperResolutionPipeline,
)
from .deprecated import (
AltDiffusionImg2ImgPipeline,
AltDiffusionPipeline,
CycleDiffusionPipeline,
StableDiffusionInpaintPipelineLegacy,
StableDiffusionModelEditingPipeline,
StableDiffusionParadigmsPipeline,
StableDiffusionPix2PixZeroPipeline,
VersatileDiffusionDualGuidedPipeline,
VersatileDiffusionImageVariationPipeline,
VersatileDiffusionPipeline,
VersatileDiffusionTextToImagePipeline,
VQDiffusionPipeline,
)
from .easyanimate import (
EasyAnimateControlPipeline,
EasyAnimateInpaintPipeline,
EasyAnimatePipeline,
)
from .flux import (
FluxControlImg2ImgPipeline,
FluxControlInpaintPipeline,
FluxControlNetImg2ImgPipeline,
FluxControlNetInpaintPipeline,
FluxControlNetPipeline,
FluxControlPipeline,
FluxFillPipeline,
FluxImg2ImgPipeline,
FluxInpaintPipeline,
FluxKontextInpaintPipeline,
FluxKontextPipeline,
FluxPipeline,
FluxPriorReduxPipeline,
ReduxImageEncoder,
)
from .flux2 import Flux2KleinPipeline, Flux2Pipeline
from .glm_image import GlmImagePipeline
from .helios import HeliosPipeline, HeliosPyramidPipeline
from .hidream_image import HiDreamImagePipeline
from .hunyuan_image import HunyuanImagePipeline, HunyuanImageRefinerPipeline
from .hunyuan_video import (
HunyuanSkyreelsImageToVideoPipeline,
HunyuanVideoFramepackPipeline,
HunyuanVideoImageToVideoPipeline,
HunyuanVideoPipeline,
)
from .hunyuan_video1_5 import HunyuanVideo15ImageToVideoPipeline, HunyuanVideo15Pipeline
from .hunyuandit import HunyuanDiTPipeline
from .i2vgen_xl import I2VGenXLPipeline
from .kandinsky import (
KandinskyCombinedPipeline,
KandinskyImg2ImgCombinedPipeline,
KandinskyImg2ImgPipeline,
KandinskyInpaintCombinedPipeline,
KandinskyInpaintPipeline,
KandinskyPipeline,
KandinskyPriorPipeline,
)
from .kandinsky2_2 import (
KandinskyV22CombinedPipeline,
KandinskyV22ControlnetImg2ImgPipeline,
KandinskyV22ControlnetPipeline,
KandinskyV22Img2ImgCombinedPipeline,
KandinskyV22Img2ImgPipeline,
KandinskyV22InpaintCombinedPipeline,
KandinskyV22InpaintPipeline,
KandinskyV22Pipeline,
KandinskyV22PriorEmb2EmbPipeline,
KandinskyV22PriorPipeline,
)
from .kandinsky3 import (
Kandinsky3Img2ImgPipeline,
Kandinsky3Pipeline,
)
from .kandinsky5 import (
Kandinsky5I2IPipeline,
Kandinsky5I2VPipeline,
Kandinsky5T2IPipeline,
Kandinsky5T2VPipeline,
)
from .latent_consistency_models import (
LatentConsistencyModelImg2ImgPipeline,
LatentConsistencyModelPipeline,
)
from .latent_diffusion import LDMTextToImagePipeline
from .latte import LattePipeline
from .ledits_pp import (
LEditsPPDiffusionPipelineOutput,
LEditsPPInversionPipelineOutput,
LEditsPPPipelineStableDiffusion,
LEditsPPPipelineStableDiffusionXL,
)
from .longcat_image import LongCatImageEditPipeline, LongCatImagePipeline
from .ltx import (
LTXConditionPipeline,
LTXI2VLongMultiPromptPipeline,
LTXImageToVideoPipeline,
LTXLatentUpsamplePipeline,
LTXPipeline,
)
from .ltx2 import LTX2ConditionPipeline, LTX2ImageToVideoPipeline, LTX2LatentUpsamplePipeline, LTX2Pipeline
from .lucy import LucyEditPipeline
from .lumina import LuminaPipeline, LuminaText2ImgPipeline
from .lumina2 import Lumina2Pipeline, Lumina2Text2ImgPipeline
from .marigold import (
MarigoldDepthPipeline,
MarigoldIntrinsicsPipeline,
MarigoldNormalsPipeline,
)
from .mochi import MochiPipeline
from .musicldm import MusicLDMPipeline
from .omnigen import OmniGenPipeline
from .ovis_image import OvisImagePipeline
from .pag import (
AnimateDiffPAGPipeline,
HunyuanDiTPAGPipeline,
KolorsPAGPipeline,
PixArtSigmaPAGPipeline,
SanaPAGPipeline,
StableDiffusion3PAGImg2ImgPipeline,
StableDiffusion3PAGPipeline,
StableDiffusionControlNetPAGInpaintPipeline,
StableDiffusionControlNetPAGPipeline,
StableDiffusionPAGImg2ImgPipeline,
StableDiffusionPAGInpaintPipeline,
StableDiffusionPAGPipeline,
StableDiffusionXLControlNetPAGImg2ImgPipeline,
StableDiffusionXLControlNetPAGPipeline,
StableDiffusionXLPAGImg2ImgPipeline,
StableDiffusionXLPAGInpaintPipeline,
StableDiffusionXLPAGPipeline,
)
from .paint_by_example import PaintByExamplePipeline
from .pia import PIAPipeline
from .pixart_alpha import PixArtAlphaPipeline, PixArtSigmaPipeline
from .prx import PRXPipeline
from .qwenimage import (
QwenImageControlNetInpaintPipeline,
QwenImageControlNetPipeline,
QwenImageEditInpaintPipeline,
QwenImageEditPipeline,
QwenImageEditPlusPipeline,
QwenImageImg2ImgPipeline,
QwenImageInpaintPipeline,
QwenImageLayeredPipeline,
QwenImagePipeline,
)
from .sana import (
SanaControlNetPipeline,
SanaPipeline,
SanaSprintImg2ImgPipeline,
SanaSprintPipeline,
)
from .sana_video import SanaImageToVideoPipeline, SanaVideoPipeline
from .semantic_stable_diffusion import SemanticStableDiffusionPipeline
from .shap_e import ShapEImg2ImgPipeline, ShapEPipeline
from .stable_audio import StableAudioPipeline, StableAudioProjectionModel
from .stable_cascade import (
StableCascadeCombinedPipeline,
StableCascadeDecoderPipeline,
StableCascadePriorPipeline,
)
from .stable_diffusion import (
CLIPImageProjection,
StableDiffusionDepth2ImgPipeline,
StableDiffusionImageVariationPipeline,
StableDiffusionImg2ImgPipeline,
StableDiffusionInpaintPipeline,
StableDiffusionInstructPix2PixPipeline,
StableDiffusionLatentUpscalePipeline,
StableDiffusionPipeline,
StableDiffusionUpscalePipeline,
StableUnCLIPImg2ImgPipeline,
StableUnCLIPPipeline,
)
from .stable_diffusion_3 import (
StableDiffusion3Img2ImgPipeline,
StableDiffusion3InpaintPipeline,
StableDiffusion3Pipeline,
)
from .stable_diffusion_attend_and_excite import StableDiffusionAttendAndExcitePipeline
from .stable_diffusion_diffedit import StableDiffusionDiffEditPipeline
from .stable_diffusion_gligen import StableDiffusionGLIGENPipeline, StableDiffusionGLIGENTextImagePipeline
from .stable_diffusion_ldm3d import StableDiffusionLDM3DPipeline
from .stable_diffusion_panorama import StableDiffusionPanoramaPipeline
from .stable_diffusion_safe import StableDiffusionPipelineSafe
from .stable_diffusion_sag import StableDiffusionSAGPipeline
from .stable_diffusion_xl import (
StableDiffusionXLImg2ImgPipeline,
StableDiffusionXLInpaintPipeline,
StableDiffusionXLInstructPix2PixPipeline,
StableDiffusionXLPipeline,
)
from .stable_video_diffusion import StableVideoDiffusionPipeline
from .t2i_adapter import (
StableDiffusionAdapterPipeline,
StableDiffusionXLAdapterPipeline,
)
from .text_to_video_synthesis import (
TextToVideoSDPipeline,
TextToVideoZeroPipeline,
TextToVideoZeroSDXLPipeline,
VideoToVideoSDPipeline,
)
from .unclip import UnCLIPImageVariationPipeline, UnCLIPPipeline
from .unidiffuser import (
ImageTextPipelineOutput,
UniDiffuserModel,
UniDiffuserPipeline,
UniDiffuserTextDecoder,
)
from .visualcloze import VisualClozeGenerationPipeline, VisualClozePipeline
from .wan import (
WanAnimatePipeline,
WanImageToVideoPipeline,
WanPipeline,
WanVACEPipeline,
WanVideoToVideoPipeline,
)
from .wuerstchen import (
WuerstchenCombinedPipeline,
WuerstchenDecoderPipeline,
WuerstchenPriorPipeline,
)
from .z_image import (
ZImageControlNetInpaintPipeline,
ZImageControlNetPipeline,
ZImageImg2ImgPipeline,
ZImageInpaintPipeline,
ZImageOmniPipeline,
ZImagePipeline,
)
try:
if not is_onnx_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_onnx_objects import * # noqa F403
else:
from .onnx_utils import OnnxRuntimeModel
try:
if not (is_torch_available() and is_transformers_available() and is_onnx_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_and_onnx_objects import *
else:
from .stable_diffusion import (
OnnxStableDiffusionImg2ImgPipeline,
OnnxStableDiffusionInpaintPipeline,
OnnxStableDiffusionPipeline,
OnnxStableDiffusionUpscalePipeline,
StableDiffusionOnnxPipeline,
)
try:
if not (is_torch_available() and is_transformers_available() and is_sentencepiece_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_and_sentencepiece_objects import *
else:
from .kolors import (
KolorsImg2ImgPipeline,
KolorsPipeline,
)
try:
if not (is_torch_available() and is_transformers_available() and is_opencv_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_torch_and_transformers_and_opencv_objects import *
else:
from .consisid import ConsisIDPipeline
try:
if not is_flax_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_flax_objects import * # noqa F403
else:
from .pipeline_flax_utils import FlaxDiffusionPipeline
try:
if not (is_flax_available() and is_transformers_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_flax_and_transformers_objects import *
else:
from .controlnet import FlaxStableDiffusionControlNetPipeline
from .stable_diffusion import (
FlaxStableDiffusionImg2ImgPipeline,
FlaxStableDiffusionInpaintPipeline,
FlaxStableDiffusionPipeline,
)
from .stable_diffusion_xl import (
FlaxStableDiffusionXLPipeline,
)
try:
if not (is_transformers_available() and is_torch_available() and is_note_seq_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_transformers_and_torch_and_note_seq_objects import * # noqa F403
else:
from .deprecated import (
MidiProcessor,
SpectrogramDiffusionPipeline,
)
from .skyreels_v2 import (
SkyReelsV2DiffusionForcingImageToVideoPipeline,
SkyReelsV2DiffusionForcingPipeline,
SkyReelsV2DiffusionForcingVideoToVideoPipeline,
SkyReelsV2ImageToVideoPipeline,
SkyReelsV2Pipeline,
)
else:
import sys
sys.modules[__name__] = _LazyModule(
__name__,
globals()["__file__"],
_import_structure,
module_spec=__spec__,
)
for name, value in _dummy_objects.items():
setattr(sys.modules[__name__], name, value)