__init__.py 26.1 KB
Newer Older
Pedro Cuenca's avatar
Pedro Cuenca committed
1
2
3
from typing import TYPE_CHECKING

from ..utils import (
4
    DIFFUSERS_SLOW_IMPORT,
Pedro Cuenca's avatar
Pedro Cuenca committed
5
6
7
8
9
10
11
12
    OptionalDependencyNotAvailable,
    _LazyModule,
    get_objects_from_module,
    is_flax_available,
    is_k_diffusion_available,
    is_librosa_available,
    is_note_seq_available,
    is_onnx_available,
13
    is_sentencepiece_available,
Pedro Cuenca's avatar
Pedro Cuenca committed
14
    is_torch_available,
Mengqing Cao's avatar
Mengqing Cao committed
15
    is_torch_npu_available,
Pedro Cuenca's avatar
Pedro Cuenca committed
16
17
18
19
20
21
    is_transformers_available,
)


# These modules contain pipelines from multiple libraries/frameworks
_dummy_objects = {}
Suraj Patil's avatar
Suraj Patil committed
22
23
_import_structure = {
    "controlnet": [],
24
    "controlnet_hunyuandit": [],
25
    "controlnet_sd3": [],
UmerHA's avatar
UmerHA committed
26
    "controlnet_xs": [],
Dhruv Nair's avatar
Dhruv Nair committed
27
    "deprecated": [],
Suraj Patil's avatar
Suraj Patil committed
28
    "latent_diffusion": [],
29
    "ledits_pp": [],
30
    "marigold": [],
YiYi Xu's avatar
YiYi Xu committed
31
    "pag": [],
Suraj Patil's avatar
Suraj Patil committed
32
33
34
    "stable_diffusion": [],
    "stable_diffusion_xl": [],
}
Pedro Cuenca's avatar
Pedro Cuenca committed
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54

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"])
Suraj Patil's avatar
Suraj Patil committed
55
56
57
    _import_structure["pipeline_utils"] = [
        "AudioPipelineOutput",
        "DiffusionPipeline",
58
        "StableDiffusionMixin",
Suraj Patil's avatar
Suraj Patil committed
59
60
        "ImagePipelineOutput",
    ]
Dhruv Nair's avatar
Dhruv Nair committed
61
62
63
64
65
66
67
68
69
    _import_structure["deprecated"].extend(
        [
            "PNDMPipeline",
            "LDMPipeline",
            "RePaintPipeline",
            "ScoreSdeVePipeline",
            "KarrasVePipeline",
        ]
    )
Pedro Cuenca's avatar
Pedro Cuenca committed
70
71
72
73
74
75
76
77
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:
Dhruv Nair's avatar
Dhruv Nair committed
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
    _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",
        ]
    )

Pedro Cuenca's avatar
Pedro Cuenca committed
95
96
97
98
99
100
101
102
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:
Dhruv Nair's avatar
Dhruv Nair committed
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
    _import_structure["deprecated"].extend(
        [
            "VQDiffusionPipeline",
            "AltDiffusionPipeline",
            "AltDiffusionImg2ImgPipeline",
            "CycleDiffusionPipeline",
            "StableDiffusionInpaintPipelineLegacy",
            "StableDiffusionPix2PixZeroPipeline",
            "StableDiffusionParadigmsPipeline",
            "StableDiffusionModelEditingPipeline",
            "VersatileDiffusionDualGuidedPipeline",
            "VersatileDiffusionImageVariationPipeline",
            "VersatileDiffusionPipeline",
            "VersatileDiffusionTextToImagePipeline",
        ]
    )
Will Berman's avatar
Will Berman committed
119
    _import_structure["amused"] = ["AmusedImg2ImgPipeline", "AmusedInpaintPipeline", "AmusedPipeline"]
Aryan V S's avatar
Aryan V S committed
120
121
    _import_structure["animatediff"] = [
        "AnimateDiffPipeline",
122
        "AnimateDiffControlNetPipeline",
Aryan's avatar
Aryan committed
123
        "AnimateDiffSDXLPipeline",
Aryan's avatar
Aryan committed
124
        "AnimateDiffSparseControlNetPipeline",
Aryan V S's avatar
Aryan V S committed
125
126
        "AnimateDiffVideoToVideoPipeline",
    ]
Sayak Paul's avatar
Sayak Paul committed
127
    _import_structure["flux"] = ["FluxPipeline"]
Pedro Cuenca's avatar
Pedro Cuenca committed
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
    _import_structure["audioldm"] = ["AudioLDMPipeline"]
    _import_structure["audioldm2"] = [
        "AudioLDM2Pipeline",
        "AudioLDM2ProjectionModel",
        "AudioLDM2UNet2DConditionModel",
    ]
    _import_structure["blip_diffusion"] = ["BlipDiffusionPipeline"]
    _import_structure["controlnet"].extend(
        [
            "BlipDiffusionControlNetPipeline",
            "StableDiffusionControlNetImg2ImgPipeline",
            "StableDiffusionControlNetInpaintPipeline",
            "StableDiffusionControlNetPipeline",
            "StableDiffusionXLControlNetImg2ImgPipeline",
            "StableDiffusionXLControlNetInpaintPipeline",
            "StableDiffusionXLControlNetPipeline",
        ]
    )
YiYi Xu's avatar
YiYi Xu committed
146
147
    _import_structure["pag"].extend(
        [
Aryan's avatar
Aryan committed
148
            "AnimateDiffPAGPipeline",
149
            "HunyuanDiTPAGPipeline",
150
            "StableDiffusionPAGPipeline",
151
            "StableDiffusionControlNetPAGPipeline",
YiYi Xu's avatar
YiYi Xu committed
152
153
154
155
            "StableDiffusionXLPAGPipeline",
            "StableDiffusionXLPAGInpaintPipeline",
            "StableDiffusionXLControlNetPAGPipeline",
            "StableDiffusionXLPAGImg2ImgPipeline",
156
            "PixArtSigmaPAGPipeline",
YiYi Xu's avatar
YiYi Xu committed
157
158
        ]
    )
159
160
161
162
163
164
    _import_structure["controlnet_xs"].extend(
        [
            "StableDiffusionControlNetXSPipeline",
            "StableDiffusionXLControlNetXSPipeline",
        ]
    )
165
166
167
168
169
    _import_structure["controlnet_hunyuandit"].extend(
        [
            "HunyuanDiTControlNetPipeline",
        ]
    )
170
171
172
173
174
    _import_structure["controlnet_sd3"].extend(
        [
            "StableDiffusion3ControlNetPipeline",
        ]
    )
Pedro Cuenca's avatar
Pedro Cuenca committed
175
176
177
178
179
180
181
182
    _import_structure["deepfloyd_if"] = [
        "IFImg2ImgPipeline",
        "IFImg2ImgSuperResolutionPipeline",
        "IFInpaintingPipeline",
        "IFInpaintingSuperResolutionPipeline",
        "IFPipeline",
        "IFSuperResolutionPipeline",
    ]
183
    _import_structure["hunyuandit"] = ["HunyuanDiTPipeline"]
Pedro Cuenca's avatar
Pedro Cuenca committed
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
    _import_structure["kandinsky"] = [
        "KandinskyCombinedPipeline",
        "KandinskyImg2ImgCombinedPipeline",
        "KandinskyImg2ImgPipeline",
        "KandinskyInpaintCombinedPipeline",
        "KandinskyInpaintPipeline",
        "KandinskyPipeline",
        "KandinskyPriorPipeline",
    ]
    _import_structure["kandinsky2_2"] = [
        "KandinskyV22CombinedPipeline",
        "KandinskyV22ControlnetImg2ImgPipeline",
        "KandinskyV22ControlnetPipeline",
        "KandinskyV22Img2ImgCombinedPipeline",
        "KandinskyV22Img2ImgPipeline",
        "KandinskyV22InpaintCombinedPipeline",
        "KandinskyV22InpaintPipeline",
        "KandinskyV22Pipeline",
        "KandinskyV22PriorEmb2EmbPipeline",
        "KandinskyV22PriorPipeline",
    ]
Suraj Patil's avatar
Suraj Patil committed
205
206
207
208
    _import_structure["kandinsky3"] = [
        "Kandinsky3Img2ImgPipeline",
        "Kandinsky3Pipeline",
    ]
209
210
211
212
    _import_structure["latent_consistency_models"] = [
        "LatentConsistencyModelImg2ImgPipeline",
        "LatentConsistencyModelPipeline",
    ]
Pedro Cuenca's avatar
Pedro Cuenca committed
213
    _import_structure["latent_diffusion"].extend(["LDMTextToImagePipeline"])
214
215
216
217
218
219
    _import_structure["ledits_pp"].extend(
        [
            "LEditsPPPipelineStableDiffusion",
            "LEditsPPPipelineStableDiffusionXL",
        ]
    )
220
    _import_structure["latte"] = ["LattePipeline"]
221
    _import_structure["lumina"] = ["LuminaText2ImgPipeline"]
222
223
224
225
226
227
    _import_structure["marigold"].extend(
        [
            "MarigoldDepthPipeline",
            "MarigoldNormalsPipeline",
        ]
    )
Pedro Cuenca's avatar
Pedro Cuenca committed
228
229
    _import_structure["musicldm"] = ["MusicLDMPipeline"]
    _import_structure["paint_by_example"] = ["PaintByExamplePipeline"]
Dhruv Nair's avatar
Dhruv Nair committed
230
    _import_structure["pia"] = ["PIAPipeline"]
231
    _import_structure["pixart_alpha"] = ["PixArtAlphaPipeline", "PixArtSigmaPipeline"]
Pedro Cuenca's avatar
Pedro Cuenca committed
232
233
    _import_structure["semantic_stable_diffusion"] = ["SemanticStableDiffusionPipeline"]
    _import_structure["shap_e"] = ["ShapEImg2ImgPipeline", "ShapEPipeline"]
234
235
236
237
    _import_structure["stable_audio"] = [
        "StableAudioProjectionModel",
        "StableAudioPipeline",
    ]
238
239
240
241
242
    _import_structure["stable_cascade"] = [
        "StableCascadeCombinedPipeline",
        "StableCascadeDecoderPipeline",
        "StableCascadePriorPipeline",
    ]
Pedro Cuenca's avatar
Pedro Cuenca committed
243
244
245
246
247
248
249
250
251
252
253
254
255
    _import_structure["stable_diffusion"].extend(
        [
            "CLIPImageProjection",
            "StableDiffusionDepth2ImgPipeline",
            "StableDiffusionImageVariationPipeline",
            "StableDiffusionImg2ImgPipeline",
            "StableDiffusionInpaintPipeline",
            "StableDiffusionInstructPix2PixPipeline",
            "StableDiffusionLatentUpscalePipeline",
            "StableDiffusionPipeline",
            "StableDiffusionUpscalePipeline",
            "StableUnCLIPImg2ImgPipeline",
            "StableUnCLIPPipeline",
256
            "StableDiffusionLDM3DPipeline",
Pedro Cuenca's avatar
Pedro Cuenca committed
257
258
        ]
    )
Sayak Paul's avatar
Sayak Paul committed
259
    _import_structure["aura_flow"] = ["AuraFlowPipeline"]
260
261
262
263
264
    _import_structure["stable_diffusion_3"] = [
        "StableDiffusion3Pipeline",
        "StableDiffusion3Img2ImgPipeline",
        "StableDiffusion3InpaintPipeline",
    ]
265
    _import_structure["stable_diffusion_attend_and_excite"] = ["StableDiffusionAttendAndExcitePipeline"]
Pedro Cuenca's avatar
Pedro Cuenca committed
266
    _import_structure["stable_diffusion_safe"] = ["StableDiffusionPipelineSafe"]
267
    _import_structure["stable_diffusion_sag"] = ["StableDiffusionSAGPipeline"]
268
269
270
271
    _import_structure["stable_diffusion_gligen"] = [
        "StableDiffusionGLIGENPipeline",
        "StableDiffusionGLIGENTextImagePipeline",
    ]
Suraj Patil's avatar
Suraj Patil committed
272
    _import_structure["stable_video_diffusion"] = ["StableVideoDiffusionPipeline"]
Pedro Cuenca's avatar
Pedro Cuenca committed
273
274
275
276
277
278
279
280
    _import_structure["stable_diffusion_xl"].extend(
        [
            "StableDiffusionXLImg2ImgPipeline",
            "StableDiffusionXLInpaintPipeline",
            "StableDiffusionXLInstructPix2PixPipeline",
            "StableDiffusionXLPipeline",
        ]
    )
281
    _import_structure["stable_diffusion_diffedit"] = ["StableDiffusionDiffEditPipeline"]
282
    _import_structure["stable_diffusion_ldm3d"] = ["StableDiffusionLDM3DPipeline"]
283
    _import_structure["stable_diffusion_panorama"] = ["StableDiffusionPanoramaPipeline"]
Suraj Patil's avatar
Suraj Patil committed
284
285
286
287
    _import_structure["t2i_adapter"] = [
        "StableDiffusionAdapterPipeline",
        "StableDiffusionXLAdapterPipeline",
    ]
Pedro Cuenca's avatar
Pedro Cuenca committed
288
289
290
    _import_structure["text_to_video_synthesis"] = [
        "TextToVideoSDPipeline",
        "TextToVideoZeroPipeline",
291
        "TextToVideoZeroSDXLPipeline",
Pedro Cuenca's avatar
Pedro Cuenca committed
292
293
        "VideoToVideoSDPipeline",
    ]
294
    _import_structure["i2vgen_xl"] = ["I2VGenXLPipeline"]
Pedro Cuenca's avatar
Pedro Cuenca committed
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
    _import_structure["unclip"] = ["UnCLIPImageVariationPipeline", "UnCLIPPipeline"]
    _import_structure["unidiffuser"] = [
        "ImageTextPipelineOutput",
        "UniDiffuserModel",
        "UniDiffuserPipeline",
        "UniDiffuserTextDecoder",
    ]
    _import_structure["wuerstchen"] = [
        "WuerstchenCombinedPipeline",
        "WuerstchenDecoderPipeline",
        "WuerstchenPriorPipeline",
    ]
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_k_diffusion_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Suraj Patil's avatar
Suraj Patil committed
338
339
340
    from ..utils import (
        dummy_torch_and_transformers_and_k_diffusion_objects,
    )
Pedro Cuenca's avatar
Pedro Cuenca committed
341
342
343

    _dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_k_diffusion_objects))
else:
344
345
346
347
    _import_structure["stable_diffusion_k_diffusion"] = [
        "StableDiffusionKDiffusionPipeline",
        "StableDiffusionXLKDiffusionPipeline",
    ]
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363

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",
    ]

Pedro Cuenca's avatar
Pedro Cuenca committed
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
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",
        ]
    )

395
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
Pedro Cuenca's avatar
Pedro Cuenca committed
396
397
398
399
400
401
402
    try:
        if not is_torch_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from ..utils.dummy_pt_objects import *  # noqa F403

    else:
Suraj Patil's avatar
Suraj Patil committed
403
404
405
406
407
        from .auto_pipeline import (
            AutoPipelineForImage2Image,
            AutoPipelineForInpainting,
            AutoPipelineForText2Image,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
408
409
410
411
        from .consistency_models import ConsistencyModelPipeline
        from .dance_diffusion import DanceDiffusionPipeline
        from .ddim import DDIMPipeline
        from .ddpm import DDPMPipeline
Dhruv Nair's avatar
Dhruv Nair committed
412
        from .deprecated import KarrasVePipeline, LDMPipeline, PNDMPipeline, RePaintPipeline, ScoreSdeVePipeline
Pedro Cuenca's avatar
Pedro Cuenca committed
413
414
        from .dit import DiTPipeline
        from .latent_diffusion import LDMSuperResolutionPipeline
Suraj Patil's avatar
Suraj Patil committed
415
416
417
418
        from .pipeline_utils import (
            AudioPipelineOutput,
            DiffusionPipeline,
            ImagePipelineOutput,
419
            StableDiffusionMixin,
Suraj Patil's avatar
Suraj Patil committed
420
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
421
422
423
424
425
426
427

    try:
        if not (is_torch_available() and is_librosa_available()):
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from ..utils.dummy_torch_and_librosa_objects import *
    else:
Dhruv Nair's avatar
Dhruv Nair committed
428
        from .deprecated import AudioDiffusionPipeline, Mel
Pedro Cuenca's avatar
Pedro Cuenca committed
429
430
431
432
433
434
435

    try:
        if not (is_torch_available() and is_transformers_available()):
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from ..utils.dummy_torch_and_transformers_objects import *
    else:
Will Berman's avatar
Will Berman committed
436
        from .amused import AmusedImg2ImgPipeline, AmusedInpaintPipeline, AmusedPipeline
Aryan's avatar
Aryan committed
437
        from .animatediff import (
438
            AnimateDiffControlNetPipeline,
Aryan's avatar
Aryan committed
439
440
441
442
443
            AnimateDiffPipeline,
            AnimateDiffSDXLPipeline,
            AnimateDiffSparseControlNetPipeline,
            AnimateDiffVideoToVideoPipeline,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
444
        from .audioldm import AudioLDMPipeline
Suraj Patil's avatar
Suraj Patil committed
445
446
447
448
449
        from .audioldm2 import (
            AudioLDM2Pipeline,
            AudioLDM2ProjectionModel,
            AudioLDM2UNet2DConditionModel,
        )
Sayak Paul's avatar
Sayak Paul committed
450
        from .aura_flow import AuraFlowPipeline
Pedro Cuenca's avatar
Pedro Cuenca committed
451
452
453
454
455
456
457
458
459
460
        from .blip_diffusion import BlipDiffusionPipeline
        from .controlnet import (
            BlipDiffusionControlNetPipeline,
            StableDiffusionControlNetImg2ImgPipeline,
            StableDiffusionControlNetInpaintPipeline,
            StableDiffusionControlNetPipeline,
            StableDiffusionXLControlNetImg2ImgPipeline,
            StableDiffusionXLControlNetInpaintPipeline,
            StableDiffusionXLControlNetPipeline,
        )
461
462
463
        from .controlnet_hunyuandit import (
            HunyuanDiTControlNetPipeline,
        )
464
465
466
        from .controlnet_sd3 import (
            StableDiffusion3ControlNetPipeline,
        )
467
468
469
470
        from .controlnet_xs import (
            StableDiffusionControlNetXSPipeline,
            StableDiffusionXLControlNetXSPipeline,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
471
472
473
474
475
476
477
478
        from .deepfloyd_if import (
            IFImg2ImgPipeline,
            IFImg2ImgSuperResolutionPipeline,
            IFInpaintingPipeline,
            IFInpaintingSuperResolutionPipeline,
            IFPipeline,
            IFSuperResolutionPipeline,
        )
Dhruv Nair's avatar
Dhruv Nair committed
479
480
481
482
483
484
485
486
487
488
489
490
491
492
        from .deprecated import (
            AltDiffusionImg2ImgPipeline,
            AltDiffusionPipeline,
            CycleDiffusionPipeline,
            StableDiffusionInpaintPipelineLegacy,
            StableDiffusionModelEditingPipeline,
            StableDiffusionParadigmsPipeline,
            StableDiffusionPix2PixZeroPipeline,
            VersatileDiffusionDualGuidedPipeline,
            VersatileDiffusionImageVariationPipeline,
            VersatileDiffusionPipeline,
            VersatileDiffusionTextToImagePipeline,
            VQDiffusionPipeline,
        )
Sayak Paul's avatar
Sayak Paul committed
493
        from .flux import FluxPipeline
494
        from .hunyuandit import HunyuanDiTPipeline
495
        from .i2vgen_xl import I2VGenXLPipeline
Pedro Cuenca's avatar
Pedro Cuenca committed
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
        from .kandinsky import (
            KandinskyCombinedPipeline,
            KandinskyImg2ImgCombinedPipeline,
            KandinskyImg2ImgPipeline,
            KandinskyInpaintCombinedPipeline,
            KandinskyInpaintPipeline,
            KandinskyPipeline,
            KandinskyPriorPipeline,
        )
        from .kandinsky2_2 import (
            KandinskyV22CombinedPipeline,
            KandinskyV22ControlnetImg2ImgPipeline,
            KandinskyV22ControlnetPipeline,
            KandinskyV22Img2ImgCombinedPipeline,
            KandinskyV22Img2ImgPipeline,
            KandinskyV22InpaintCombinedPipeline,
            KandinskyV22InpaintPipeline,
            KandinskyV22Pipeline,
            KandinskyV22PriorEmb2EmbPipeline,
            KandinskyV22PriorPipeline,
        )
517
518
519
520
        from .kandinsky3 import (
            Kandinsky3Img2ImgPipeline,
            Kandinsky3Pipeline,
        )
Suraj Patil's avatar
Suraj Patil committed
521
522
523
524
        from .latent_consistency_models import (
            LatentConsistencyModelImg2ImgPipeline,
            LatentConsistencyModelPipeline,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
525
        from .latent_diffusion import LDMTextToImagePipeline
526
        from .latte import LattePipeline
527
528
529
530
531
532
        from .ledits_pp import (
            LEditsPPDiffusionPipelineOutput,
            LEditsPPInversionPipelineOutput,
            LEditsPPPipelineStableDiffusion,
            LEditsPPPipelineStableDiffusionXL,
        )
533
        from .lumina import LuminaText2ImgPipeline
534
535
536
537
        from .marigold import (
            MarigoldDepthPipeline,
            MarigoldNormalsPipeline,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
538
        from .musicldm import MusicLDMPipeline
YiYi Xu's avatar
YiYi Xu committed
539
        from .pag import (
Aryan's avatar
Aryan committed
540
            AnimateDiffPAGPipeline,
541
            HunyuanDiTPAGPipeline,
542
            PixArtSigmaPAGPipeline,
543
            StableDiffusionControlNetPAGPipeline,
544
            StableDiffusionPAGPipeline,
YiYi Xu's avatar
YiYi Xu committed
545
546
547
548
549
            StableDiffusionXLControlNetPAGPipeline,
            StableDiffusionXLPAGImg2ImgPipeline,
            StableDiffusionXLPAGInpaintPipeline,
            StableDiffusionXLPAGPipeline,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
550
        from .paint_by_example import PaintByExamplePipeline
Dhruv Nair's avatar
Dhruv Nair committed
551
        from .pia import PIAPipeline
552
        from .pixart_alpha import PixArtAlphaPipeline, PixArtSigmaPipeline
Pedro Cuenca's avatar
Pedro Cuenca committed
553
554
        from .semantic_stable_diffusion import SemanticStableDiffusionPipeline
        from .shap_e import ShapEImg2ImgPipeline, ShapEPipeline
555
        from .stable_audio import StableAudioPipeline, StableAudioProjectionModel
556
557
558
559
560
        from .stable_cascade import (
            StableCascadeCombinedPipeline,
            StableCascadeDecoderPipeline,
            StableCascadePriorPipeline,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
561
562
563
564
565
566
567
568
569
570
571
572
573
        from .stable_diffusion import (
            CLIPImageProjection,
            StableDiffusionDepth2ImgPipeline,
            StableDiffusionImageVariationPipeline,
            StableDiffusionImg2ImgPipeline,
            StableDiffusionInpaintPipeline,
            StableDiffusionInstructPix2PixPipeline,
            StableDiffusionLatentUpscalePipeline,
            StableDiffusionPipeline,
            StableDiffusionUpscalePipeline,
            StableUnCLIPImg2ImgPipeline,
            StableUnCLIPPipeline,
        )
574
575
576
577
578
        from .stable_diffusion_3 import (
            StableDiffusion3Img2ImgPipeline,
            StableDiffusion3InpaintPipeline,
            StableDiffusion3Pipeline,
        )
579
        from .stable_diffusion_attend_and_excite import StableDiffusionAttendAndExcitePipeline
580
        from .stable_diffusion_diffedit import StableDiffusionDiffEditPipeline
581
        from .stable_diffusion_gligen import StableDiffusionGLIGENPipeline, StableDiffusionGLIGENTextImagePipeline
582
        from .stable_diffusion_ldm3d import StableDiffusionLDM3DPipeline
583
        from .stable_diffusion_panorama import StableDiffusionPanoramaPipeline
Pedro Cuenca's avatar
Pedro Cuenca committed
584
        from .stable_diffusion_safe import StableDiffusionPipelineSafe
585
        from .stable_diffusion_sag import StableDiffusionSAGPipeline
Pedro Cuenca's avatar
Pedro Cuenca committed
586
587
588
589
590
591
        from .stable_diffusion_xl import (
            StableDiffusionXLImg2ImgPipeline,
            StableDiffusionXLInpaintPipeline,
            StableDiffusionXLInstructPix2PixPipeline,
            StableDiffusionXLPipeline,
        )
Suraj Patil's avatar
Suraj Patil committed
592
593
594
595
596
        from .stable_video_diffusion import StableVideoDiffusionPipeline
        from .t2i_adapter import (
            StableDiffusionAdapterPipeline,
            StableDiffusionXLAdapterPipeline,
        )
Pedro Cuenca's avatar
Pedro Cuenca committed
597
598
599
        from .text_to_video_synthesis import (
            TextToVideoSDPipeline,
            TextToVideoZeroPipeline,
600
            TextToVideoZeroSDXLPipeline,
Pedro Cuenca's avatar
Pedro Cuenca committed
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
            VideoToVideoSDPipeline,
        )
        from .unclip import UnCLIPImageVariationPipeline, UnCLIPPipeline
        from .unidiffuser import (
            ImageTextPipelineOutput,
            UniDiffuserModel,
            UniDiffuserPipeline,
            UniDiffuserTextDecoder,
        )
        from .wuerstchen import (
            WuerstchenCombinedPipeline,
            WuerstchenDecoderPipeline,
            WuerstchenPriorPipeline,
        )

        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_k_diffusion_available()):
                raise OptionalDependencyNotAvailable()
        except OptionalDependencyNotAvailable:
            from ..utils.dummy_torch_and_transformers_and_k_diffusion_objects import *
        else:
645
646
647
648
            from .stable_diffusion_k_diffusion import (
                StableDiffusionKDiffusionPipeline,
                StableDiffusionXLKDiffusionPipeline,
            )
Pedro Cuenca's avatar
Pedro Cuenca committed
649

650
651
652
653
654
655
656
657
658
659
660
        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,
            )

Pedro Cuenca's avatar
Pedro Cuenca committed
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
        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:
Dhruv Nair's avatar
Dhruv Nair committed
692
            from .deprecated import (
Suraj Patil's avatar
Suraj Patil committed
693
694
695
                MidiProcessor,
                SpectrogramDiffusionPipeline,
            )
Pedro Cuenca's avatar
Pedro Cuenca committed
696
697
698
699
700
701
702
703
704
705
706
707

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)