Path	Lines of Code
scripts/convert_if.py	918
scripts/convert_kakao_brain_unclip_to_diffusers.py	763
scripts/convert_kandinsky_to_diffusers.py	971
scripts/convert_shap_e_to_diffusers.py	870
scripts/convert_svd_to_diffusers.py	526
scripts/extract_lora_from_model.py	99
src/diffusers/configuration_utils.py	448
src/diffusers/experimental/rl/value_guided_sampling.py	89
src/diffusers/hooks/group_offloading.py	592
src/diffusers/image_processor.py	649
src/diffusers/loaders/lora_conversion_utils.py	1462
src/diffusers/loaders/lora_pipeline.py	2994
src/diffusers/loaders/single_file_utils.py	2787
src/diffusers/models/attention_processor.py	4221
src/diffusers/models/autoencoders/autoencoder_kl_magvit.py	801
src/diffusers/models/controlnets/controlnet.py	522
src/diffusers/models/controlnets/controlnet_sparsectrl.py	478
src/diffusers/models/controlnets/controlnet_union.py	519
src/diffusers/models/controlnets/controlnet_xs.py	1337
src/diffusers/models/model_loading_utils.py	402
src/diffusers/models/normalization.py	411
src/diffusers/models/transformers/hunyuan_transformer_2d.py	313
src/diffusers/models/transformers/sana_transformer.py	385
src/diffusers/models/transformers/transformer_temporal.py	202
src/diffusers/models/unets/unet_2d_blocks.py	3090
src/diffusers/models/unets/unet_2d_condition.py	851
src/diffusers/models/unets/unet_3d_condition.py	422
src/diffusers/models/unets/unet_i2vgen_xl.py	446
src/diffusers/models/unets/unet_motion_model.py	1638
src/diffusers/models/unets/unet_spatio_temporal_condition.py	307
src/diffusers/pipelines/allegro/pipeline_allegro.py	588
src/diffusers/pipelines/amused/pipeline_amused_img2img.py	199
src/diffusers/pipelines/amused/pipeline_amused_inpaint.py	212
src/diffusers/pipelines/animatediff/pipeline_animatediff.py	564
src/diffusers/pipelines/animatediff/pipeline_animatediff_controlnet.py	718
src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py	776
src/diffusers/pipelines/animatediff/pipeline_animatediff_sparsectrl.py	638
src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py	666
src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video_controlnet.py	889
src/diffusers/pipelines/audioldm2/modeling_audioldm2.py	1060
src/diffusers/pipelines/cogvideo/pipeline_cogvideox.py	481
src/diffusers/pipelines/cogvideo/pipeline_cogvideox_fun_control.py	515
src/diffusers/pipelines/cogvideo/pipeline_cogvideox_image2video.py	566
src/diffusers/pipelines/cogvideo/pipeline_cogvideox_video2video.py	535
src/diffusers/pipelines/cogview3/pipeline_cogview3plus.py	392
src/diffusers/pipelines/consisid/pipeline_consisid.py	580
src/diffusers/pipelines/consistency_models/pipeline_consistency_models.py	138
src/diffusers/pipelines/controlnet/pipeline_controlnet.py	887
src/diffusers/pipelines/controlnet/pipeline_controlnet_img2img.py	881
src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint.py	1013
src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint_sd_xl.py	1252
src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl.py	1039
src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl_img2img.py	1076
src/diffusers/pipelines/controlnet/pipeline_controlnet_union_inpaint_sd_xl.py	1181
src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl.py	1039
src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl_img2img.py	1010
src/diffusers/pipelines/controlnet/pipeline_flax_controlnet.py	296
src/diffusers/pipelines/controlnet_hunyuandit/pipeline_hunyuandit_controlnet.py	683
src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs.py	573
src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py	684
src/diffusers/pipelines/deepfloyd_if/pipeline_if.py	473
src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img.py	551
src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img_superresolution.py	631
src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting.py	631
src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py	706
src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py	557
src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py	625
src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py	672
src/diffusers/pipelines/deprecated/spectrogram_diffusion/midi_utils.py	405
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py	582
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py	494
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_model_editing.py	512
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_paradigms.py	479
src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_pix2pix_zero.py	735
src/diffusers/pipelines/deprecated/versatile_diffusion/modeling_text_unet.py	1815
src/diffusers/pipelines/dit/pipeline_dit.py	112
src/diffusers/pipelines/easyanimate/pipeline_easyanimate.py	464
src/diffusers/pipelines/easyanimate/pipeline_easyanimate_control.py	642
src/diffusers/pipelines/easyanimate/pipeline_easyanimate_inpaint.py	820
src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py	719
src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py	596
src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py	465
src/diffusers/pipelines/kolors/pipeline_kolors.py	649
src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py	611
src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py	564
src/diffusers/pipelines/latte/pipeline_latte.py	543
src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py	1149
src/diffusers/pipelines/ltx/pipeline_ltx_latent_upsample.py	189
src/diffusers/pipelines/lumina/pipeline_lumina.py	605
src/diffusers/pipelines/mochi/pipeline_mochi.py	456
src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd.py	867
src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_inpaint.py	1018
src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl.py	1049
src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl_img2img.py	1087
src/diffusers/pipelines/pag/pipeline_pag_hunyuandit.py	633
src/diffusers/pipelines/pag/pipeline_pag_kolors.py	692
src/diffusers/pipelines/pag/pipeline_pag_pixart_sigma.py	544
src/diffusers/pipelines/pag/pipeline_pag_sana.py	584
src/diffusers/pipelines/pag/pipeline_pag_sd.py	680
src/diffusers/pipelines/pag/pipeline_pag_sd_animatediff.py	542
src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py	715
src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py	831
src/diffusers/pipelines/pag/pipeline_pag_sd_xl_inpaint.py	1131
src/diffusers/pipelines/paint_by_example/pipeline_paint_by_example.py	333
src/diffusers/pipelines/pia/pipeline_pia.py	608
src/diffusers/pipelines/pipeline_flax_utils.py	335
src/diffusers/pipelines/pixart_alpha/pipeline_pixart_alpha.py	631
src/diffusers/pipelines/pixart_alpha/pipeline_pixart_sigma.py	560
src/diffusers/pipelines/sana/pipeline_sana.py	629
src/diffusers/pipelines/sana/pipeline_sana_controlnet.py	690
src/diffusers/pipelines/sana/pipeline_sana_sprint.py	537
src/diffusers/pipelines/sana/pipeline_sana_sprint_img2img.py	596
src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py	289
src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_img2img.py	297
src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_inpaint.py	360
src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_upscale.py	398
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py	715
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py	578
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py	244
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py	757
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py	900
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py	599
src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_upscale.py	522
src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip.py	562
src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip_img2img.py	499
src/diffusers/pipelines/stable_diffusion_attend_and_excite/pipeline_stable_diffusion_attend_and_excite.py	691
src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py	915
src/diffusers/pipelines/stable_diffusion_gligen/pipeline_stable_diffusion_gligen.py	511
src/diffusers/pipelines/stable_diffusion_gligen/pipeline_stable_diffusion_gligen_text_image.py	609
src/diffusers/pipelines/stable_diffusion_ldm3d/pipeline_stable_diffusion_ldm3d.py	639
src/diffusers/pipelines/stable_diffusion_panorama/pipeline_stable_diffusion_panorama.py	739
src/diffusers/pipelines/stable_diffusion_sag/pipeline_stable_diffusion_sag.py	616
src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py	805
src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py	1104
src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_instruct_pix2pix.py	577
src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py	408
src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_adapter.py	557
src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py	777
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/text_to_video_synthesis/pipeline_text_to_video_zero.py	580
src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py	775
src/diffusers/pipelines/unidiffuser/modeling_uvit.py	700
src/diffusers/pipelines/unidiffuser/pipeline_unidiffuser.py	978
src/diffusers/pipelines/wan/pipeline_wan_vace.py	643
src/diffusers/quantizers/quantization_config.py	370
src/diffusers/schedulers/scheduling_deis_multistep.py	517
src/diffusers/schedulers/scheduling_dpmsolver_multistep.py	716
src/diffusers/schedulers/scheduling_dpmsolver_multistep_inverse.py	638
src/diffusers/schedulers/scheduling_dpmsolver_sde.py	379
src/diffusers/schedulers/scheduling_dpmsolver_singlestep.py	727
src/diffusers/schedulers/scheduling_euler_discrete.py	419
src/diffusers/schedulers/scheduling_flow_match_euler_discrete.py	295
src/diffusers/schedulers/scheduling_flow_match_lcm.py	290
src/diffusers/schedulers/scheduling_heun_discrete.py	325
src/diffusers/schedulers/scheduling_k_dpm_2_ancestral_discrete.py	334
src/diffusers/schedulers/scheduling_k_dpm_2_discrete.py	311
src/diffusers/schedulers/scheduling_karras_ve_flax.py	105
src/diffusers/schedulers/scheduling_lcm.py	318
src/diffusers/schedulers/scheduling_lms_discrete.py	284
src/diffusers/schedulers/scheduling_sasolver.py	800
src/diffusers/schedulers/scheduling_sde_ve.py	125
src/diffusers/schedulers/scheduling_sde_ve_flax.py	127
src/diffusers/schedulers/scheduling_tcd.py	346
src/diffusers/schedulers/scheduling_unipc_multistep.py	657
src/diffusers/utils/dynamic_modules_utils.py	248
src/diffusers/utils/export_utils.py	147
src/diffusers/utils/peft_utils.py	231
utils/check_repo.py	589