path	# lines of code
utils/update_metadata.py	68
utils/check_dummies.py	94
utils/fetch_latest_release_branch.py	34
utils/extract_tests_from_mixin.py	36
utils/check_copies.py	140
utils/log_reports.py	120
utils/fetch_torch_cuda_pipeline_test_matrix.py	69
utils/print_env.py	33
utils/notify_community_pipelines_mirror.py	29
utils/custom_init_isort.py	146
utils/check_repo.py	589
utils/get_modified_files.py	9
utils/overwrite_expected_slice.py	60
utils/check_config_docstrings.py	42
utils/notify_slack_about_release.py	45
utils/check_doc_toc.py	138
utils/consolidated_test_report.py	523
utils/stale.py	41
utils/check_support_list.py	74
utils/check_inits.py	199
utils/release.py	97
utils/notify_benchmarking_status.py	31
utils/check_table.py	119
scripts/convert_vq_diffusion_to_diffusers.py	569
scripts/change_naming_configs_and_checkpoints.py	75
scripts/convert_wuerstchen.py	91
scripts/convert_lora_safetensor_to_diffusers.py	81
scripts/convert_lumina_to_diffusers.py	98
scripts/convert_original_audioldm_to_diffusers.py	723
scripts/convert_unclip_txt2img_to_image_variation.py	30
scripts/convert_sd3_controlnet_to_diffusers.py	118
scripts/convert_pixart_sigma_to_diffusers.py	178
scripts/convert_ms_text_to_video_to_diffusers.py	291
scripts/convert_sd3_to_diffusers.py	275
scripts/convert_i2vgen_to_diffusers.py	364
scripts/convert_ddpm_original_checkpoint_to_diffusers.py	326
scripts/convert_versatile_diffusion_to_diffusers.py	579
scripts/__init__.py	1
scripts/convert_shap_e_to_diffusers.py	870
scripts/convert_if.py	918
scripts/convert_hunyuandit_to_diffusers.py	201
scripts/convert_stable_diffusion_controlnet_to_tensorrt.py	68
scripts/convert_original_controlnet_to_diffusers.py	82
scripts/convert_tiny_autoencoder_to_diffusers.py	39
scripts/convert_flux_to_diffusers.py	237
scripts/convert_dance_diffusion_to_diffusers.py	262
scripts/convert_stable_diffusion_checkpoint_to_onnx.py	216
scripts/convert_stable_cascade.py	182
scripts/convert_original_t2i_adapter.py	166
scripts/convert_cogvideox_to_diffusers.py	273
scripts/convert_cogview4_to_diffusers.py	174
scripts/convert_dit_to_diffusers.py	130
scripts/convert_animatediff_motion_module_to_diffusers.py	46
scripts/convert_original_stable_diffusion_to_diffusers.py	160
scripts/convert_asymmetric_vqgan_to_diffusers.py	169
scripts/convert_kandinsky3_unet.py	61
scripts/convert_hunyuan_video_to_diffusers.py	301
scripts/conversion_ldm_uncond.py	40
scripts/convert_consistency_to_diffusers.py	259
scripts/convert_pixart_alpha_to_diffusers.py	153
scripts/convert_unidiffuser_to_diffusers.py	594
scripts/convert_sana_controlnet_to_diffusers.py	163
scripts/convert_gligen_to_diffusers.py	468
scripts/convert_vae_pt_to_diffusers.py	138
scripts/convert_ncsnpp_original_checkpoint_to_diffusers.py	130
scripts/convert_kandinsky_to_diffusers.py	971
scripts/convert_flux_xlabs_ipadapter_to_diffusers.py	60
scripts/convert_stable_cascade_lite.py	189
scripts/convert_omnigen_to_diffusers.py	183
scripts/convert_stable_diffusion_controlnet_to_onnx.py	407
scripts/convert_mochi_to_diffusers.py	379
scripts/generate_logits.py	114
scripts/convert_zero123_to_diffusers.py	586
scripts/convert_cogview4_to_diffusers_megatron.py	267
scripts/convert_sana_to_diffusers.py	377
scripts/convert_models_diffuser_to_diffusers.py	82
scripts/convert_wan_to_diffusers.py	487
scripts/convert_k_upscaler_to_diffusers.py	225
scripts/convert_original_audioldm2_to_diffusers.py	797
scripts/convert_consistency_decoder.py	890
scripts/convert_diffusers_sdxl_lora_to_webui.py	28
scripts/convert_cogview3_to_diffusers.py	170
scripts/convert_dcae_to_diffusers.py	278
scripts/convert_blipdiffusion_to_diffusers.py	294
scripts/convert_ldm_original_checkpoint_to_diffusers.py	246
scripts/convert_animatediff_sparsectrl_to_diffusers.py	67
scripts/convert_diffusers_to_original_sdxl.py	243
scripts/convert_music_spectrogram_to_diffusers.py	157
scripts/convert_hunyuandit_controlnet_to_diffusers.py	184
scripts/convert_amused.py	418
scripts/convert_kakao_brain_unclip_to_diffusers.py	763
scripts/convert_original_musicldm_to_diffusers.py	741
scripts/extract_lora_from_model.py	99
scripts/convert_ltx_to_diffusers.py	453
scripts/convert_diffusers_to_original_stable_diffusion.py	248
scripts/convert_animatediff_motion_lora_to_diffusers.py	51
scripts/convert_svd_to_diffusers.py	526
scripts/convert_vae_diff_to_onnx.py	90
scripts/convert_stable_audio.py	226
scripts/convert_aura_flow_to_diffusers.py	92
scripts/convert_cosmos_to_diffusers.py	449
benchmarks/benchmark_ip_adapters.py	25
benchmarks/push_results.py	49
benchmarks/benchmark_controlnet.py	21
benchmarks/benchmark_sd_inpainting.py	23
benchmarks/run_all.py	66
benchmarks/benchmark_t2i_lcm_lora.py	18
benchmarks/benchmark_text_to_image.py	32
benchmarks/benchmark_t2i_adapter.py	23
benchmarks/utils.py	74
benchmarks/benchmark_sd_img.py	24
benchmarks/base_classes.py	269
src/diffusers/optimization.py	145
src/diffusers/pipelines/paint_by_example/__init__.py	43
src/diffusers/pipelines/paint_by_example/pipeline_paint_by_example.py	333
src/diffusers/pipelines/paint_by_example/image_encoder.py	40
src/diffusers/pipelines/consistency_models/__init__.py	18
src/diffusers/pipelines/consistency_models/pipeline_consistency_models.py	138
src/diffusers/pipelines/unclip/pipeline_unclip.py	307
src/diffusers/pipelines/unclip/pipeline_unclip_image_variation.py	257
src/diffusers/pipelines/unclip/__init__.py	43
src/diffusers/pipelines/unclip/text_proj.py	44
src/diffusers/pipelines/wan/pipeline_wan_i2v.py	466
src/diffusers/pipelines/wan/__init__.py	43
src/diffusers/pipelines/wan/pipeline_output.py	7
src/diffusers/pipelines/wan/pipeline_wan.py	365
src/diffusers/pipelines/wan/pipeline_wan_vace.py	643
src/diffusers/pipelines/wan/pipeline_wan_video2video.py	447
src/diffusers/pipelines/sana/__init__.py	43
src/diffusers/pipelines/sana/pipeline_sana.py	629
src/diffusers/pipelines/sana/pipeline_sana_sprint.py	537
src/diffusers/pipelines/sana/pipeline_output.py	8
src/diffusers/pipelines/sana/pipeline_sana_controlnet.py	690
src/diffusers/pipelines/sana/pipeline_sana_sprint_img2img.py	596
src/diffusers/pipelines/i2vgen_xl/__init__.py	37
src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py	465
src/diffusers/pipelines/aura_flow/__init__.py	37
src/diffusers/pipelines/aura_flow/pipeline_aura_flow.py	413
src/diffusers/pipelines/omnigen/__init__.py	37
src/diffusers/pipelines/omnigen/processor_omnigen.py	252
src/diffusers/pipelines/omnigen/pipeline_omnigen.py	296
src/diffusers/pipelines/deepfloyd_if/timesteps.py	572
src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py	706
src/diffusers/pipelines/deepfloyd_if/__init__.py	74
src/diffusers/pipelines/deepfloyd_if/safety_checker.py	42
src/diffusers/pipelines/deepfloyd_if/pipeline_output.py	11
src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py	557
src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img.py	551
src/diffusers/pipelines/deepfloyd_if/pipeline_if.py	473
src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting.py	631
src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img_superresolution.py	631
src/diffusers/pipelines/deepfloyd_if/watermark.py	31
src/diffusers/pipelines/stable_diffusion_diffedit/__init__.py	37
src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py	915
src/diffusers/pipelines/ddpm/__init__.py	16
src/diffusers/pipelines/ddpm/pipeline_ddpm.py	55
src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py	805
src/diffusers/pipelines/stable_diffusion_xl/__init__.py	63
src/diffusers/pipelines/stable_diffusion_xl/pipeline_output.py	13
src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py	1104
src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py	935
src/diffusers/pipelines/stable_diffusion_xl/pipeline_flax_stable_diffusion_xl.py	229
src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_instruct_pix2pix.py	577
src/diffusers/pipelines/stable_diffusion_xl/watermark.py	22
src/diffusers/pipelines/lumina2/__init__.py	37
src/diffusers/pipelines/lumina2/pipeline_lumina2.py	488
src/diffusers/pipelines/controlnet_sd3/__init__.py	47
src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet.py	785
src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py	780
src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py	596
src/diffusers/pipelines/hunyuandit/__init__.py	37
src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py	550
src/diffusers/pipelines/stable_diffusion_k_diffusion/__init__.py	51
src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_k_diffusion.py	431
src/diffusers/pipelines/__init__.py	824
src/diffusers/pipelines/kolors/__init__.py	44
src/diffusers/pipelines/kolors/tokenizer.py	212
src/diffusers/pipelines/kolors/pipeline_kolors.py	649
src/diffusers/pipelines/kolors/pipeline_output.py	8
src/diffusers/pipelines/kolors/text_encoder.py	585
src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py	763
src/diffusers/pipelines/unidiffuser/modeling_uvit.py	700
src/diffusers/pipelines/unidiffuser/__init__.py	48
src/diffusers/pipelines/unidiffuser/modeling_text_decoder.py	168
src/diffusers/pipelines/unidiffuser/pipeline_unidiffuser.py	978
src/diffusers/pipelines/stable_diffusion_3/__init__.py	45
src/diffusers/pipelines/stable_diffusion_3/pipeline_output.py	8
src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_inpaint.py	892
src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3.py	724
src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py	729
src/diffusers/pipelines/kandinsky/pipeline_kandinsky_prior.py	286
src/diffusers/pipelines/kandinsky/__init__.py	55
src/diffusers/pipelines/kandinsky/pipeline_kandinsky_combined.py	389
src/diffusers/pipelines/kandinsky/pipeline_kandinsky_inpaint.py	364
src/diffusers/pipelines/kandinsky/text_encoder.py	20
src/diffusers/pipelines/kandinsky/pipeline_kandinsky_img2img.py	286
src/diffusers/pipelines/kandinsky/pipeline_kandinsky.py	237
src/diffusers/pipelines/audioldm2/__init__.py	40
src/diffusers/pipelines/audioldm2/pipeline_audioldm2.py	639
src/diffusers/pipelines/audioldm2/modeling_audioldm2.py	1060
src/diffusers/pipelines/blip_diffusion/modeling_blip2.py	453
src/diffusers/pipelines/blip_diffusion/__init__.py	16
src/diffusers/pipelines/blip_diffusion/pipeline_blip_diffusion.py	183
src/diffusers/pipelines/blip_diffusion/modeling_ctx_clip.py	148
src/diffusers/pipelines/blip_diffusion/blip_image_processing.py	159
src/diffusers/pipelines/latent_diffusion/__init__.py	39
src/diffusers/pipelines/latent_diffusion/pipeline_latent_diffusion.py	451
src/diffusers/pipelines/latent_diffusion/pipeline_latent_diffusion_superresolution.py	96
src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip_img2img.py	499
src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip.py	562
src/diffusers/pipelines/stable_diffusion/clip_image_project_model.py	11
src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion.py	318
src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py	289
src/diffusers/pipelines/stable_diffusion/__init__.py	174
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py	244
src/diffusers/pipelines/stable_diffusion/safety_checker.py	75
src/diffusers/pipelines/stable_diffusion/stable_unclip_image_normalizer.py	28
src/diffusers/pipelines/stable_diffusion/pipeline_output.py	15
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_upscale.py	522
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py	900
src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py	340
src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_inpaint.py	342
src/diffusers/pipelines/stable_diffusion/safety_checker_flax.py	71
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py	578
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_latent_upscale.py	417
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py	757
src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_img2img.py	297
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py	715
src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_upscale.py	398
src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_inpaint.py	360
src/diffusers/pipelines/stable_diffusion/convert_from_ckpt.py	1377
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py	599
src/diffusers/pipelines/auto_pipeline.py	585
src/diffusers/pipelines/text_to_video_synthesis/__init__.py	45
src/diffusers/pipelines/text_to_video_synthesis/pipeline_output.py	11
src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py	775
src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero.py	580
src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_synth.py	390
src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_synth_img2img.py	408
src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py	684
src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs.py	573
src/diffusers/pipelines/controlnet_xs/__init__.py	55
src/diffusers/pipelines/marigold/__init__.py	43
src/diffusers/pipelines/marigold/pipeline_marigold_intrinsics.py	424
src/diffusers/pipelines/marigold/marigold_image_processing.py	508
src/diffusers/pipelines/marigold/pipeline_marigold_depth.py	506
src/diffusers/pipelines/marigold/pipeline_marigold_normals.py	422
src/diffusers/pipelines/stable_diffusion_sag/__init__.py	37
src/diffusers/pipelines/stable_diffusion_sag/pipeline_stable_diffusion_sag.py	616
src/diffusers/pipelines/kandinsky2_2/__init__.py	59
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_controlnet_img2img.py	167
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_inpainting.py	307
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2.py	177
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_combined.py	402
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_prior_emb2emb.py	306
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_prior.py	308
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_img2img.py	200
src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_controlnet.py	141
src/diffusers/pipelines/latent_consistency_models/__init__.py	39
src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py	564
src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py	611
src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_image2video.py	667
src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video.py	472
src/diffusers/pipelines/hunyuan_video/__init__.py	43
src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_skyreels_image2video.py	500
src/diffusers/pipelines/hunyuan_video/pipeline_output.py	14
src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py	719
src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py	436
src/diffusers/pipelines/stable_cascade/__init__.py	41
src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_combined.py	148
src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py	347
src/diffusers/pipelines/stable_diffusion_ldm3d/__init__.py	37
src/diffusers/pipelines/stable_diffusion_ldm3d/pipeline_stable_diffusion_ldm3d.py	639
src/diffusers/pipelines/deprecated/latent_diffusion_uncond/__init__.py	13
src/diffusers/pipelines/deprecated/latent_diffusion_uncond/pipeline_latent_diffusion_uncond.py	48
src/diffusers/pipelines/deprecated/stochastic_karras_ve/__init__.py	13
src/diffusers/pipelines/deprecated/stochastic_karras_ve/pipeline_stochastic_karras_ve.py	53
src/diffusers/pipelines/deprecated/__init__.py	130
src/diffusers/pipelines/deprecated/vq_diffusion/__init__.py	47
src/diffusers/pipelines/deprecated/vq_diffusion/pipeline_vq_diffusion.py	168
src/diffusers/pipelines/deprecated/audio_diffusion/__init__.py	17
src/diffusers/pipelines/deprecated/audio_diffusion/pipeline_audio_diffusion.py	150
src/diffusers/pipelines/deprecated/audio_diffusion/mel.py	69
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_onnx_stable_diffusion_inpaint_legacy.py	334
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_model_editing.py	512
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py	494
src/diffusers/pipelines/deprecated/stable_diffusion_variants/__init__.py	45
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py	582
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_pix2pix_zero.py	735
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_paradigms.py	479
src/diffusers/pipelines/deprecated/alt_diffusion/modeling_roberta_series.py	90
src/diffusers/pipelines/deprecated/alt_diffusion/__init__.py	43
src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py	672
src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_output.py	11
src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py	625
src/diffusers/pipelines/deprecated/spectrogram_diffusion/continuous_encoder.py	60
src/diffusers/pipelines/deprecated/spectrogram_diffusion/__init__.py	62
src/diffusers/pipelines/deprecated/spectrogram_diffusion/pipeline_spectrogram_diffusion.py	142
src/diffusers/pipelines/deprecated/spectrogram_diffusion/notes_encoder.py	55
src/diffusers/pipelines/deprecated/spectrogram_diffusion/midi_utils.py	405
src/diffusers/pipelines/deprecated/pndm/pipeline_pndm.py	41
src/diffusers/pipelines/deprecated/pndm/__init__.py	13
src/diffusers/pipelines/deprecated/score_sde_ve/__init__.py	13
src/diffusers/pipelines/deprecated/score_sde_ve/pipeline_score_sde_ve.py	46
src/diffusers/pipelines/deprecated/repaint/pipeline_repaint.py	99
src/diffusers/pipelines/deprecated/repaint/__init__.py	13
src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_text_to_image.py	277
src/diffusers/pipelines/deprecated/versatile_diffusion/__init__.py	61
src/diffusers/pipelines/deprecated/versatile_diffusion/modeling_text_unet.py	1815
src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_dual_guided.py	308
src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion_image_variation.py	202
src/diffusers/pipelines/deprecated/versatile_diffusion/pipeline_versatile_diffusion.py	165
src/diffusers/pipelines/pipeline_utils.py	1199
src/diffusers/pipelines/chroma/__init__.py	42
src/diffusers/pipelines/chroma/pipeline_output.py	8
src/diffusers/pipelines/chroma/pipeline_chroma.py	604
src/diffusers/pipelines/chroma/pipeline_chroma_img2img.py	668
src/diffusers/pipelines/consisid/__init__.py	38
src/diffusers/pipelines/consisid/pipeline_output.py	7
src/diffusers/pipelines/consisid/pipeline_consisid.py	580
src/diffusers/pipelines/consisid/consisid_utils.py	207
src/diffusers/pipelines/semantic_stable_diffusion/__init__.py	38
src/diffusers/pipelines/semantic_stable_diffusion/pipeline_output.py	9
src/diffusers/pipelines/semantic_stable_diffusion/pipeline_semantic_stable_diffusion.py	451
src/diffusers/pipelines/ledits_pp/__init__.py	44
src/diffusers/pipelines/ledits_pp/pipeline_output.py	13
src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py	1149
src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py	998
src/diffusers/pipelines/pipeline_loading_utils.py	852
src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3_img2img.py	419
src/diffusers/pipelines/kandinsky3/__init__.py	39
src/diffusers/pipelines/kandinsky3/convert_kandinsky3_unet.py	61
src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3.py	387
src/diffusers/pipelines/animatediff/pipeline_animatediff_controlnet.py	718
src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video_controlnet.py	889
src/diffusers/pipelines/animatediff/pipeline_animatediff.py	564
src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py	666
src/diffusers/pipelines/animatediff/__init__.py	48
src/diffusers/pipelines/animatediff/pipeline_output.py	10
src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py	776
src/diffusers/pipelines/animatediff/pipeline_animatediff_sparsectrl.py	638
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src/diffusers/schedulers/scheduling_unclip.py	171
src/diffusers/schedulers/scheduling_utils_flax.py	126
src/diffusers/schedulers/scheduling_k_dpm_2_ancestral_discrete.py	334
src/diffusers/schedulers/scheduling_sde_ve.py	125
src/diffusers/schedulers/scheduling_ddpm_wuerstchen.py	104
src/diffusers/schedulers/scheduling_ddpm.py	286
src/diffusers/schedulers/scheduling_scm.py	120
src/diffusers/schedulers/scheduling_deis_multistep.py	517
src/diffusers/schedulers/scheduling_dpmsolver_sde.py	379
src/diffusers/schedulers/scheduling_lms_discrete_flax.py	140
src/diffusers/schedulers/scheduling_flow_match_lcm.py	290
src/diffusers/schedulers/scheduling_pndm.py	231
src/diffusers/schedulers/scheduling_euler_ancestral_discrete.py	228
src/diffusers/training_utils.py	414
src/diffusers/dependency_versions_check.py	10
src/diffusers/hooks/__init__.py	7
src/diffusers/hooks/pyramid_attention_broadcast.py	164
src/diffusers/hooks/faster_cache.py	385
src/diffusers/hooks/hooks.py	125
src/diffusers/hooks/group_offloading.py	592
src/diffusers/hooks/layerwise_casting.py	122
src/diffusers/quantizers/base.py	79
src/diffusers/quantizers/auto.py	92
src/diffusers/quantizers/torchao/__init__.py	1
src/diffusers/quantizers/torchao/torchao_quantizer.py	240
src/diffusers/quantizers/__init__.py	122
src/diffusers/quantizers/gguf/__init__.py	1
src/diffusers/quantizers/gguf/gguf_quantizer.py	131
src/diffusers/quantizers/gguf/utils.py	314
src/diffusers/quantizers/quantization_config.py	370
src/diffusers/quantizers/quanto/__init__.py	1
src/diffusers/quantizers/quanto/utils.py	41
src/diffusers/quantizers/quanto/quanto_quantizer.py	139
src/diffusers/quantizers/bitsandbytes/bnb_quantizer.py	414
src/diffusers/quantizers/bitsandbytes/__init__.py	2
src/diffusers/quantizers/bitsandbytes/utils.py	204
src/diffusers/dependency_versions_table.py	50
src/diffusers/configuration_utils.py	448
src/diffusers/callbacks.py	110
src/diffusers/video_processor.py	54
MANIFEST.in	2
pyproject.toml	22
setup.py	165
_typos.toml	9