Path	Lines of Code
tests/__init__.py	1
tests/conftest.py	14
tests/fixtures/custom_pipeline/pipeline.py	35
tests/fixtures/custom_pipeline/what_ever.py	36
tests/hooks/test_group_offloading.py	208
tests/hooks/test_hooks.py	283
tests/lora/test_lora_layers_auraflow.py	100
tests/lora/test_lora_layers_cogvideox.py	129
tests/lora/test_lora_layers_cogview4.py	136
tests/lora/test_lora_layers_flux.py	809
tests/lora/test_lora_layers_hunyuanvideo.py	205
tests/lora/test_lora_layers_ltx_video.py	109
tests/lora/test_lora_layers_lumina2.py	127
tests/lora/test_lora_layers_mochi.py	102
tests/lora/test_lora_layers_sana.py	104
tests/lora/test_lora_layers_sd.py	535
tests/lora/test_lora_layers_sd3.py	144
tests/lora/test_lora_layers_sdxl.py	515
tests/lora/test_lora_layers_wan.py	101
tests/lora/utils.py	1808
tests/models/__init__.py	1
tests/models/autoencoders/__init__.py	1
tests/models/autoencoders/test_models_asymmetric_autoencoder_kl.py	204
tests/models/autoencoders/test_models_autoencoder_cosmos.py	56
tests/models/autoencoders/test_models_autoencoder_dc.py	58
tests/models/autoencoders/test_models_autoencoder_hunyuan_video.py	153
tests/models/autoencoders/test_models_autoencoder_kl.py	349
tests/models/autoencoders/test_models_autoencoder_kl_cogvideox.py	126
tests/models/autoencoders/test_models_autoencoder_kl_temporal_decoder.py	44
tests/models/autoencoders/test_models_autoencoder_ltx_video.py	148
tests/models/autoencoders/test_models_autoencoder_magvit.py	59
tests/models/autoencoders/test_models_autoencoder_mochi.py	62
tests/models/autoencoders/test_models_autoencoder_oobleck.py	175
tests/models/autoencoders/test_models_autoencoder_tiny.py	183
tests/models/autoencoders/test_models_autoencoder_wan.py	106
tests/models/autoencoders/test_models_consistency_decoder_vae.py	224
tests/models/autoencoders/test_models_vae_flax.py	29
tests/models/autoencoders/test_models_vq.py	74
tests/models/autoencoders/vae.py	78
tests/models/test_activations.py	33
tests/models/test_attention_processor.py	94
tests/models/test_layers_utils.py	405
tests/models/test_modeling_common.py	1662
tests/models/test_modeling_common_flax.py	48
tests/models/test_models_auto.py	25
tests/models/transformers/__init__.py	1
tests/models/transformers/test_models_dit_transformer2d.py	68
tests/models/transformers/test_models_pixart_transformer2d.py	78
tests/models/transformers/test_models_prior.py	124
tests/models/transformers/test_models_transformer_allegro.py	54
tests/models/transformers/test_models_transformer_aura_flow.py	52
tests/models/transformers/test_models_transformer_chroma.py	125
tests/models/transformers/test_models_transformer_cogvideox.py	109
tests/models/transformers/test_models_transformer_cogview3plus.py	61
tests/models/transformers/test_models_transformer_cogview4.py	55
tests/models/transformers/test_models_transformer_consisid.py	76
tests/models/transformers/test_models_transformer_cosmos.py	116
tests/models/transformers/test_models_transformer_easyanimate.py	58
tests/models/transformers/test_models_transformer_flux.py	131
tests/models/transformers/test_models_transformer_hidream.py	66
tests/models/transformers/test_models_transformer_hunyuan_dit.py	81
tests/models/transformers/test_models_transformer_hunyuan_video.py	253
tests/models/transformers/test_models_transformer_hunyuan_video_framepack.py	88
tests/models/transformers/test_models_transformer_latte.py	62
tests/models/transformers/test_models_transformer_ltx.py	58
tests/models/transformers/test_models_transformer_lumina.py	58
tests/models/transformers/test_models_transformer_lumina2.py	59
tests/models/transformers/test_models_transformer_mochi.py	56
tests/models/transformers/test_models_transformer_omnigen.py	59
tests/models/transformers/test_models_transformer_sana.py	55
tests/models/transformers/test_models_transformer_sd3.py	145
tests/models/transformers/test_models_transformer_temporal.py	39
tests/models/transformers/test_models_transformer_wan.py	60
tests/models/unets/__init__.py	1
tests/models/unets/test_models_unet_1d.py	242
tests/models/unets/test_models_unet_2d.py	299
tests/models/unets/test_models_unet_2d_condition.py	1075
tests/models/unets/test_models_unet_2d_flax.py	76
tests/models/unets/test_models_unet_3d_condition.py	127
tests/models/unets/test_models_unet_controlnetxs.py	239
tests/models/unets/test_models_unet_motion.py	226
tests/models/unets/test_models_unet_spatiotemporal.py	162
tests/models/unets/test_unet_2d_blocks.py	230
tests/models/unets/test_unet_blocks_common.py	88
tests/others/test_check_copies.py	11
tests/others/test_check_dummies.py	44
tests/others/test_check_support_list.py	38
tests/others/test_config.py	205
tests/others/test_dependencies.py	31
tests/others/test_ema.py	205
tests/others/test_hub_utils.py	12
tests/others/test_image_processor.py	234
tests/others/test_outputs.py	63
tests/others/test_training.py	56
tests/others/test_utils.py	175
tests/others/test_video_processor.py	120
tests/pipelines/__init__.py	1
tests/pipelines/allegro/__init__.py	1
tests/pipelines/allegro/test_allegro.py	285
tests/pipelines/amused/__init__.py	1
tests/pipelines/amused/test_amused.py	138
tests/pipelines/amused/test_amused_img2img.py	182
tests/pipelines/amused/test_amused_inpaint.py	249
tests/pipelines/animatediff/__init__.py	1
tests/pipelines/animatediff/test_animatediff.py	514
tests/pipelines/animatediff/test_animatediff_controlnet.py	435
tests/pipelines/animatediff/test_animatediff_sdxl.py	238
tests/pipelines/animatediff/test_animatediff_sparsectrl.py	405
tests/pipelines/animatediff/test_animatediff_video2video.py	456
tests/pipelines/animatediff/test_animatediff_video2video_controlnet.py	452
tests/pipelines/audioldm/__init__.py	1
tests/pipelines/audioldm/test_audioldm.py	353
tests/pipelines/audioldm2/__init__.py	1
tests/pipelines/audioldm2/test_audioldm2.py	511
tests/pipelines/aura_flow/__init__.py	1
tests/pipelines/aura_flow/test_pipeline_aura_flow.py	113
tests/pipelines/blipdiffusion/__init__.py	1
tests/pipelines/blipdiffusion/test_blipdiffusion.py	163
tests/pipelines/chroma/__init__.py	1
tests/pipelines/chroma/test_pipeline_chroma.py	134
tests/pipelines/chroma/test_pipeline_chroma_img2img.py	137
tests/pipelines/cogvideo/__init__.py	1
tests/pipelines/cogvideo/test_cogvideox.py	284
tests/pipelines/cogvideo/test_cogvideox_fun_control.py	249
tests/pipelines/cogvideo/test_cogvideox_image2video.py	295
tests/pipelines/cogvideo/test_cogvideox_video2video.py	246
tests/pipelines/cogview3/__init__.py	1
tests/pipelines/cogview3/test_cogview3plus.py	209
tests/pipelines/cogview4/__init__.py	1
tests/pipelines/cogview4/test_cogview4.py	175
tests/pipelines/consisid/__init__.py	1
tests/pipelines/consisid/test_consisid.py	284
tests/pipelines/consistency_models/__init__.py	1
tests/pipelines/consistency_models/test_consistency_models.py	243
tests/pipelines/controlnet/__init__.py	1
tests/pipelines/controlnet/test_controlnet.py	862
tests/pipelines/controlnet/test_controlnet_blip_diffusion.py	187
tests/pipelines/controlnet/test_controlnet_img2img.py	384
tests/pipelines/controlnet/test_controlnet_inpaint.py	479
tests/pipelines/controlnet/test_controlnet_inpaint_sdxl.py	275
tests/pipelines/controlnet/test_controlnet_sdxl.py	875
tests/pipelines/controlnet/test_controlnet_sdxl_img2img.py	249
tests/pipelines/controlnet/test_flax_controlnet.py	88
tests/pipelines/controlnet_flux/__init__.py	1
tests/pipelines/controlnet_flux/test_controlnet_flux.py	218
tests/pipelines/controlnet_flux/test_controlnet_flux_img2img.py	195
tests/pipelines/controlnet_flux/test_controlnet_flux_inpaint.py	193
tests/pipelines/controlnet_hunyuandit/__init__.py	1
tests/pipelines/controlnet_hunyuandit/test_controlnet_hunyuandit.py	286
tests/pipelines/controlnet_sd3/__init__.py	1
tests/pipelines/controlnet_sd3/test_controlnet_inpaint_sd3.py	159
tests/pipelines/controlnet_sd3/test_controlnet_sd3.py	291
tests/pipelines/controlnet_xs/__init__.py	1
tests/pipelines/controlnet_xs/test_controlnetxs.py	277
tests/pipelines/controlnet_xs/test_controlnetxs_sdxl.py	296
tests/pipelines/cosmos/__init__.py	1
tests/pipelines/cosmos/cosmos_guardrail.py	21
tests/pipelines/cosmos/test_cosmos.py	271
tests/pipelines/cosmos/test_cosmos2_text2image.py	258
tests/pipelines/cosmos/test_cosmos2_video2world.py	270
tests/pipelines/cosmos/test_cosmos_video2world.py	282
tests/pipelines/dance_diffusion/__init__.py	1
tests/pipelines/dance_diffusion/test_dance_diffusion.py	123
tests/pipelines/ddim/__init__.py	1
tests/pipelines/ddim/test_ddim.py	95
tests/pipelines/ddpm/__init__.py	1
tests/pipelines/ddpm/test_ddpm.py	69
tests/pipelines/deepfloyd_if/__init__.py	211
tests/pipelines/deepfloyd_if/test_if.py	103
tests/pipelines/deepfloyd_if/test_if_img2img.py	118
tests/pipelines/deepfloyd_if/test_if_img2img_superresolution.py	119
tests/pipelines/deepfloyd_if/test_if_inpainting.py	116
tests/pipelines/deepfloyd_if/test_if_inpainting_superresolution.py	121
tests/pipelines/deepfloyd_if/test_if_superresolution.py	110
tests/pipelines/dit/__init__.py	1
tests/pipelines/dit/test_dit.py	122
tests/pipelines/easyanimate/__init__.py	1
tests/pipelines/easyanimate/test_easyanimate.py	225
tests/pipelines/flux/__init__.py	1
tests/pipelines/flux/test_pipeline_flux.py	359
tests/pipelines/flux/test_pipeline_flux_control.py	146
tests/pipelines/flux/test_pipeline_flux_control_img2img.py	117
tests/pipelines/flux/test_pipeline_flux_control_inpaint.py	147
tests/pipelines/flux/test_pipeline_flux_fill.py	119
tests/pipelines/flux/test_pipeline_flux_img2img.py	115
tests/pipelines/flux/test_pipeline_flux_inpaint.py	117
tests/pipelines/flux/test_pipeline_flux_kontext.py	148
tests/pipelines/flux/test_pipeline_flux_redux.py	136
tests/pipelines/hidream_image/__init__.py	1
tests/pipelines/hidream_image/test_pipeline_hidream.py	120
tests/pipelines/hunyuan_video/__init__.py	1
tests/pipelines/hunyuan_video/test_hunyuan_image2video.py	306
tests/pipelines/hunyuan_video/test_hunyuan_skyreels_image2video.py	265
tests/pipelines/hunyuan_video/test_hunyuan_video.py	273
tests/pipelines/hunyuan_video/test_hunyuan_video_framepack.py	308
tests/pipelines/hunyuandit/__init__.py	1
tests/pipelines/hunyuandit/test_hunyuan_dit.py	263
tests/pipelines/i2vgen_xl/__init__.py	1
tests/pipelines/i2vgen_xl/test_i2vgenxl.py	222
tests/pipelines/ip_adapters/test_ip_adapter_stable_diffusion.py	621
tests/pipelines/kandinsky/__init__.py	1
tests/pipelines/kandinsky/test_kandinsky.py	257
tests/pipelines/kandinsky/test_kandinsky_combined.py	270
tests/pipelines/kandinsky/test_kandinsky_img2img.py	337
tests/pipelines/kandinsky/test_kandinsky_inpaint.py	283
tests/pipelines/kandinsky/test_kandinsky_prior.py	180
tests/pipelines/kandinsky2_2/__init__.py	1
tests/pipelines/kandinsky2_2/test_kandinsky.py	215
tests/pipelines/kandinsky2_2/test_kandinsky_combined.py	301
tests/pipelines/kandinsky2_2/test_kandinsky_controlnet.py	226
tests/pipelines/kandinsky2_2/test_kandinsky_controlnet_img2img.py	243
tests/pipelines/kandinsky2_2/test_kandinsky_img2img.py	237
tests/pipelines/kandinsky2_2/test_kandinsky_inpaint.py	281
tests/pipelines/kandinsky2_2/test_kandinsky_prior.py	213
tests/pipelines/kandinsky2_2/test_kandinsky_prior_emb2emb.py	185
tests/pipelines/kandinsky3/__init__.py	1
tests/pipelines/kandinsky3/test_kandinsky3.py	179
tests/pipelines/kandinsky3/test_kandinsky3_img2img.py	183
tests/pipelines/kolors/__init__.py	1
tests/pipelines/kolors/test_kolors.py	114
tests/pipelines/kolors/test_kolors_img2img.py	122
tests/pipelines/latent_consistency_models/__init__.py	1
tests/pipelines/latent_consistency_models/test_latent_consistency_models.py	229
tests/pipelines/latent_consistency_models/test_latent_consistency_models_img2img.py	248
tests/pipelines/latent_diffusion/__init__.py	1
tests/pipelines/latent_diffusion/test_latent_diffusion.py	174
tests/pipelines/latent_diffusion/test_latent_diffusion_superresolution.py	94
tests/pipelines/latte/__init__.py	1
tests/pipelines/latte/test_latte.py	258
tests/pipelines/ledits_pp/__init__.py	1
tests/pipelines/ledits_pp/test_ledits_pp_stable_diffusion.py	228
tests/pipelines/ledits_pp/test_ledits_pp_stable_diffusion_xl.py	233
tests/pipelines/ltx/__init__.py	1
tests/pipelines/ltx/test_ltx.py	201
tests/pipelines/ltx/test_ltx_condition.py	216
tests/pipelines/ltx/test_ltx_image2video.py	206
tests/pipelines/ltx/test_ltx_latent_upsample.py	116
tests/pipelines/lumina/__init__.py	1
tests/pipelines/lumina/test_lumina_nextdit.py	140
tests/pipelines/lumina2/__init__.py	1
tests/pipelines/lumina2/test_pipeline_lumina2.py	104
tests/pipelines/marigold/__init__.py	1
tests/pipelines/marigold/test_marigold_depth.py	396
tests/pipelines/marigold/test_marigold_intrinsics.py	472
tests/pipelines/marigold/test_marigold_normals.py	393
tests/pipelines/mochi/__init__.py	1
tests/pipelines/mochi/test_mochi.py	233
tests/pipelines/musicldm/__init__.py	1
tests/pipelines/musicldm/test_musicldm.py	365
tests/pipelines/omnigen/__init__.py	1
tests/pipelines/omnigen/test_pipeline_omnigen.py	155
tests/pipelines/pag/__init__.py	1
tests/pipelines/pag/test_pag_animatediff.py	459
tests/pipelines/pag/test_pag_controlnet_sd.py	202
tests/pipelines/pag/test_pag_controlnet_sd_inpaint.py	195
tests/pipelines/pag/test_pag_controlnet_sdxl.py	209
tests/pipelines/pag/test_pag_controlnet_sdxl_img2img.py	212
tests/pipelines/pag/test_pag_hunyuan_dit.py	277
tests/pipelines/pag/test_pag_kolors.py	198
tests/pipelines/pag/test_pag_pixart_sigma.py	251
tests/pipelines/pag/test_pag_sana.py	261
tests/pipelines/pag/test_pag_sd.py	272
tests/pipelines/pag/test_pag_sd3.py	210
tests/pipelines/pag/test_pag_sd3_img2img.py	235
tests/pipelines/pag/test_pag_sd_img2img.py	234
tests/pipelines/pag/test_pag_sd_inpaint.py	253
tests/pipelines/pag/test_pag_sdxl.py	274
tests/pipelines/pag/test_pag_sdxl_img2img.py	273
tests/pipelines/pag/test_pag_sdxl_inpaint.py	278
tests/pipelines/paint_by_example/__init__.py	1
tests/pipelines/paint_by_example/test_paint_by_example.py	171
tests/pipelines/pia/__init__.py	1
tests/pipelines/pia/test_pia.py	374
tests/pipelines/pipeline_params.py	94
tests/pipelines/pixart_alpha/__init__.py	1
tests/pipelines/pixart_alpha/test_pixart.py	282
tests/pipelines/pixart_sigma/__init__.py	1
tests/pipelines/pixart_sigma/test_pixart.py	318
tests/pipelines/pndm/__init__.py	1
tests/pipelines/pndm/test_pndm.py	52
tests/pipelines/sana/__init__.py	1
tests/pipelines/sana/test_sana.py	285
tests/pipelines/sana/test_sana_controlnet.py	258
tests/pipelines/sana/test_sana_sprint.py	234
tests/pipelines/sana/test_sana_sprint_img2img.py	246
tests/pipelines/semantic_stable_diffusion/__init__.py	1
tests/pipelines/semantic_stable_diffusion/test_semantic_diffusion.py	490
tests/pipelines/shap_e/__init__.py	1
tests/pipelines/shap_e/test_shap_e.py	204
tests/pipelines/shap_e/test_shap_e_img2img.py	225
tests/pipelines/stable_audio/__init__.py	1
tests/pipelines/stable_audio/test_stable_audio.py	366
tests/pipelines/stable_cascade/__init__.py	1
tests/pipelines/stable_cascade/test_stable_cascade_combined.py	189
tests/pipelines/stable_cascade/test_stable_cascade_decoder.py	254
tests/pipelines/stable_cascade/test_stable_cascade_prior.py	205
tests/pipelines/stable_diffusion/__init__.py	1
tests/pipelines/stable_diffusion/test_onnx_stable_diffusion.py	276
tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_img2img.py	181
tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_inpaint.py	105
tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_upscale.py	172
tests/pipelines/stable_diffusion/test_stable_diffusion.py	1103
tests/pipelines/stable_diffusion/test_stable_diffusion_img2img.py	559
tests/pipelines/stable_diffusion/test_stable_diffusion_inpaint.py	885
tests/pipelines/stable_diffusion/test_stable_diffusion_instruction_pix2pix.py	339
tests/pipelines/stable_diffusion_2/__init__.py	1
tests/pipelines/stable_diffusion_2/test_stable_diffusion.py	351
tests/pipelines/stable_diffusion_2/test_stable_diffusion_attend_and_excite.py	206
tests/pipelines/stable_diffusion_2/test_stable_diffusion_depth.py	385
tests/pipelines/stable_diffusion_2/test_stable_diffusion_diffedit.py	368
tests/pipelines/stable_diffusion_2/test_stable_diffusion_flax.py	68
tests/pipelines/stable_diffusion_2/test_stable_diffusion_flax_inpaint.py	49
tests/pipelines/stable_diffusion_2/test_stable_diffusion_inpaint.py	237
tests/pipelines/stable_diffusion_2/test_stable_diffusion_latent_upscale.py	280
tests/pipelines/stable_diffusion_2/test_stable_diffusion_upscale.py	400
tests/pipelines/stable_diffusion_2/test_stable_diffusion_v_pred.py	422
tests/pipelines/stable_diffusion_3/__init__.py	1
tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3.py	254
tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3_img2img.py	285
tests/pipelines/stable_diffusion_3/test_pipeline_stable_diffusion_3_inpaint.py	138
tests/pipelines/stable_diffusion_adapter/__init__.py	1
tests/pipelines/stable_diffusion_adapter/test_stable_diffusion_adapter.py	554
tests/pipelines/stable_diffusion_gligen/__init__.py	1
tests/pipelines/stable_diffusion_gligen/test_stable_diffusion_gligen.py	138
tests/pipelines/stable_diffusion_gligen_text_image/__init__.py	1
tests/pipelines/stable_diffusion_gligen_text_image/test_stable_diffusion_gligen_text_image.py	172
tests/pipelines/stable_diffusion_image_variation/__init__.py	1
tests/pipelines/stable_diffusion_image_variation/test_stable_diffusion_image_variation.py	275
tests/pipelines/stable_diffusion_k_diffusion/__init__.py	1
tests/pipelines/stable_diffusion_k_diffusion/test_stable_diffusion_k_diffusion.py	98
tests/pipelines/stable_diffusion_ldm3d/__init__.py	1
tests/pipelines/stable_diffusion_ldm3d/test_stable_diffusion_ldm3d.py	258
tests/pipelines/stable_diffusion_panorama/__init__.py	1
tests/pipelines/stable_diffusion_panorama/test_stable_diffusion_panorama.py	353
tests/pipelines/stable_diffusion_safe/__init__.py	1
tests/pipelines/stable_diffusion_safe/test_safe_diffusion.py	396
tests/pipelines/stable_diffusion_sag/__init__.py	1
tests/pipelines/stable_diffusion_sag/test_stable_diffusion_sag.py	190
tests/pipelines/stable_diffusion_xl/__init__.py	1
tests/pipelines/stable_diffusion_xl/test_stable_diffusion_xl.py	803
tests/pipelines/stable_diffusion_xl/test_stable_diffusion_xl_adapter.py	517
tests/pipelines/stable_diffusion_xl/test_stable_diffusion_xl_img2img.py	564
tests/pipelines/stable_diffusion_xl/test_stable_diffusion_xl_inpaint.py	624
tests/pipelines/stable_diffusion_xl/test_stable_diffusion_xl_instruction_pix2pix.py	147
tests/pipelines/stable_diffusion_xl/test_stable_diffusion_xl_k_diffusion.py	135
tests/pipelines/stable_unclip/__init__.py	1
tests/pipelines/stable_unclip/test_stable_unclip.py	199
tests/pipelines/stable_unclip/test_stable_unclip_img2img.py	239
tests/pipelines/stable_video_diffusion/__init__.py	1
tests/pipelines/stable_video_diffusion/test_stable_video_diffusion.py	454
tests/pipelines/test_pipeline_utils.py	849
tests/pipelines/test_pipelines.py	1832
tests/pipelines/test_pipelines_auto.py	385
tests/pipelines/test_pipelines_combined.py	82
tests/pipelines/test_pipelines_common.py	2087
tests/pipelines/test_pipelines_flax.py	179
tests/pipelines/test_pipelines_onnx_common.py	4
tests/pipelines/text_to_video_synthesis/__init__.py	1
tests/pipelines/text_to_video_synthesis/test_text_to_video.py	177
tests/pipelines/text_to_video_synthesis/test_text_to_video_zero.py	35
tests/pipelines/text_to_video_synthesis/test_text_to_video_zero_sdxl.py	314
tests/pipelines/text_to_video_synthesis/test_video_to_video.py	179
tests/pipelines/unclip/__init__.py	1
tests/pipelines/unclip/test_unclip.py	404
tests/pipelines/unclip/test_unclip_image_variation.py	408
tests/pipelines/unidiffuser/__init__.py	1
tests/pipelines/unidiffuser/test_unidiffuser.py	588
tests/pipelines/visualcloze/__init__.py	1
tests/pipelines/visualcloze/test_pipeline_visualcloze_combined.py	270
tests/pipelines/visualcloze/test_pipeline_visualcloze_generation.py	247
tests/pipelines/wan/__init__.py	1
tests/pipelines/wan/test_wan.py	121
tests/pipelines/wan/test_wan_image_to_video.py	205
tests/pipelines/wan/test_wan_vace.py	157
tests/pipelines/wan/test_wan_video_to_video.py	112
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tests/pipelines/wuerstchen/test_wuerstchen_combined.py	182
tests/pipelines/wuerstchen/test_wuerstchen_decoder.py	140
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tests/quantization/__init__.py	1
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tests/quantization/bnb/test_4bit.py	648
tests/quantization/bnb/test_mixed_int8.py	625
tests/quantization/gguf/test_gguf.py	507
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tests/quantization/quanto/test_quanto.py	252
tests/quantization/test_pipeline_level_quantization.py	203
tests/quantization/test_torch_compile_utils.py	60
tests/quantization/torchao/__init__.py	1
tests/quantization/torchao/test_torchao.py	651
tests/quantization/utils.py	32
tests/remote/__init__.py	1
tests/remote/test_remote_decode.py	470
tests/remote/test_remote_encode.py	181
tests/schedulers/__init__.py	1
tests/schedulers/test_scheduler_consistency_model.py	119
tests/schedulers/test_scheduler_ddim.py	128
tests/schedulers/test_scheduler_ddim_inverse.py	100
tests/schedulers/test_scheduler_ddim_parallel.py	147
tests/schedulers/test_scheduler_ddpm.py	148
tests/schedulers/test_scheduler_ddpm_parallel.py	166
tests/schedulers/test_scheduler_deis.py	202
tests/schedulers/test_scheduler_dpm_multi.py	278
tests/schedulers/test_scheduler_dpm_multi_inverse.py	202
tests/schedulers/test_scheduler_dpm_sde.py	129
tests/schedulers/test_scheduler_dpm_single.py	268
tests/schedulers/test_scheduler_edm_dpmsolver_multistep.py	198
tests/schedulers/test_scheduler_edm_euler.py	143
tests/schedulers/test_scheduler_euler.py	196
tests/schedulers/test_scheduler_euler_ancestral.py	107
tests/schedulers/test_scheduler_flax.py	672
tests/schedulers/test_scheduler_heun.py	164
tests/schedulers/test_scheduler_ipndm.py	113
tests/schedulers/test_scheduler_kdpm2_ancestral.py	115
tests/schedulers/test_scheduler_kdpm2_discrete.py	122
tests/schedulers/test_scheduler_lcm.py	215
tests/schedulers/test_scheduler_lms.py	121
tests/schedulers/test_scheduler_pndm.py	172
tests/schedulers/test_scheduler_sasolver.py	146
tests/schedulers/test_scheduler_score_sde_ve.py	137
tests/schedulers/test_scheduler_tcd.py	130
tests/schedulers/test_scheduler_unclip.py	97
tests/schedulers/test_scheduler_unipc.py	293
tests/schedulers/test_scheduler_vq_diffusion.py	42
tests/schedulers/test_schedulers.py	628
tests/single_file/__init__.py	1
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tests/single_file/test_lumina2_transformer.py	45
tests/single_file/test_model_autoencoder_dc_single_file.py	83
tests/single_file/test_model_controlnet_single_file.py	51
tests/single_file/test_model_flux_transformer_single_file.py	43
tests/single_file/test_model_motion_adapter_single_file.py	58
tests/single_file/test_model_sd_cascade_unet_single_file.py	85
tests/single_file/test_model_vae_single_file.py	80
tests/single_file/test_model_wan_autoencoder_single_file.py	37
tests/single_file/test_model_wan_transformer3d_single_file.py	62
tests/single_file/test_sana_transformer.py	47
tests/single_file/test_stable_diffusion_controlnet_img2img_single_file.py	162
tests/single_file/test_stable_diffusion_controlnet_inpaint_single_file.py	163
tests/single_file/test_stable_diffusion_controlnet_single_file.py	151
tests/single_file/test_stable_diffusion_img2img_single_file.py	86
tests/single_file/test_stable_diffusion_inpaint_single_file.py	102
tests/single_file/test_stable_diffusion_single_file.py	135
tests/single_file/test_stable_diffusion_upscale_single_file.py	70
tests/single_file/test_stable_diffusion_xl_adapter_single_file.py	177
tests/single_file/test_stable_diffusion_xl_controlnet_single_file.py	174
tests/single_file/test_stable_diffusion_xl_img2img_single_file.py	87
tests/single_file/test_stable_diffusion_xl_instruct_pix2pix.py	41
tests/single_file/test_stable_diffusion_xl_single_file.py	45
utils/tests_fetcher.py	557