├── .gitignore ├── LICENSE ├── README.md ├── config.json ├── data ├── CommonText_Test.json ├── CommonText_Train.json ├── T2I-CompBench │ ├── 3d_spatial.txt │ ├── 3d_spatial_train.txt │ ├── 3d_spatial_val.txt │ ├── color.txt │ ├── color_train.txt │ ├── color_val.txt │ ├── color_val_seen.txt │ ├── color_val_unseen.txt │ ├── complex.txt │ ├── complex_train.txt │ ├── complex_train_action.txt │ ├── complex_train_spatial.txt │ ├── complex_train_spatialaction.txt │ ├── complex_val.txt │ ├── complex_val_action.txt │ ├── complex_val_spatial.txt │ ├── complex_val_spatialaction.txt │ ├── new_objects.txt │ ├── non_spatial.txt │ ├── non_spatial_train.txt │ ├── non_spatial_val.txt │ ├── numeracy.txt │ ├── numeracy_train.txt │ ├── numeracy_val.txt │ ├── shape.txt │ ├── shape_train.txt │ ├── shape_val.txt │ ├── shape_val_seen.txt │ ├── shape_val_unseen.txt │ ├── spatial.txt │ ├── spatial_train.txt │ ├── spatial_val.txt │ ├── texture.txt │ ├── texture_train.txt │ ├── texture_val.txt │ ├── texture_val_seen.txt │ └── texture_val_unseen.txt └── laion_6.5.json ├── diffusers ├── .github │ ├── ISSUE_TEMPLATE │ │ ├── bug-report.yml │ │ ├── config.yml │ │ ├── feature_request.md │ │ ├── feedback.md │ │ ├── feedback_1.md │ │ ├── new-model-addition.yml │ │ ├── new-model-addition_1.yml │ │ ├── translate.md │ │ └── translate_1.md │ ├── PULL_REQUEST_TEMPLATE.md │ ├── PULL_REQUEST_TEMPLATE_1.md │ ├── actions │ │ └── setup-miniconda │ │ │ ├── action.yml │ │ │ └── action_1.yml │ └── workflows │ │ ├── benchmark.yml │ │ ├── benchmark_1.yml │ │ ├── build_docker_images.yml │ │ ├── build_docker_images_1.yml │ │ ├── build_documentation.yml │ │ ├── build_documentation_1.yml │ │ ├── build_pr_documentation.yml │ │ ├── build_pr_documentation_1.yml │ │ ├── mirror_community_pipeline.yml │ │ ├── mirror_community_pipeline_1.yml │ │ ├── nightly_tests.yml │ │ ├── nightly_tests_1.yml │ │ ├── notify_slack_about_release.yml │ │ ├── notify_slack_about_release_1.yml │ │ ├── pr_dependency_test.yml │ │ ├── pr_dependency_test_1.yml │ │ ├── pr_flax_dependency_test.yml │ │ ├── pr_flax_dependency_test_1.yml │ │ ├── pr_test_fetcher.yml │ │ ├── pr_test_fetcher_1.yml │ │ ├── pr_test_peft_backend.yml │ │ ├── pr_test_peft_backend_1.yml │ │ ├── pr_tests.yml │ │ ├── pr_tests_1.yml │ │ ├── pr_torch_dependency_test.yml │ │ ├── pr_torch_dependency_test_1.yml │ │ ├── push_tests.yml │ │ ├── push_tests_1.yml │ │ ├── push_tests_fast.yml │ │ ├── push_tests_fast_1.yml │ │ ├── push_tests_mps.yml │ │ ├── push_tests_mps_1.yml │ │ ├── pypi_publish.yaml │ │ ├── pypi_publish_1.yaml │ │ ├── release_tests_fast.yml │ │ ├── run_tests_from_a_pr.yml │ │ ├── run_tests_from_a_pr_1.yml │ │ ├── ssh-pr-runner.yml │ │ ├── ssh-runner.yml │ │ ├── ssh-runner_1.yml │ │ ├── stale.yml │ │ ├── stale_1.yml │ │ ├── trufflehog.yml │ │ ├── trufflehog_1.yml │ │ ├── typos.yml │ │ ├── typos_1.yml │ │ ├── update_metadata.yml │ │ ├── update_metadata_1.yml │ │ ├── upload_pr_documentation.yml │ │ └── upload_pr_documentation_1.yml ├── .gitignore ├── .gitignore_1 ├── CITATION.cff ├── CITATION_1.cff ├── CODE_OF_CONDUCT.md ├── CODE_OF_CONDUCT_1.md ├── CONTRIBUTING.md ├── CONTRIBUTING_1.md ├── LICENSE ├── LICENSE_1 ├── MANIFEST.in ├── MANIFEST_1.in ├── Makefile ├── Makefile_1 ├── PHILOSOPHY.md ├── PHILOSOPHY_1.md ├── README.md ├── README_1.md ├── _typos.toml ├── _typos_1.toml ├── benchmarks │ ├── base_classes.py │ ├── base_classes_1.py │ ├── benchmark_controlnet.py │ ├── benchmark_controlnet_1.py │ ├── benchmark_ip_adapters.py │ ├── benchmark_ip_adapters_1.py │ ├── benchmark_sd_img.py │ ├── benchmark_sd_img_1.py │ ├── benchmark_sd_inpainting.py │ ├── benchmark_sd_inpainting_1.py │ ├── benchmark_t2i_adapter.py │ ├── benchmark_t2i_adapter_1.py │ ├── benchmark_t2i_lcm_lora.py │ ├── benchmark_t2i_lcm_lora_1.py │ ├── benchmark_text_to_image.py │ ├── benchmark_text_to_image_1.py │ ├── push_results.py │ ├── push_results_1.py │ ├── run_all.py │ ├── run_all_1.py │ ├── utils.py │ └── utils_1.py ├── docker │ ├── diffusers-doc-builder │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ ├── diffusers-flax-cpu │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ ├── diffusers-flax-tpu │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ ├── diffusers-onnxruntime-cpu │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ ├── diffusers-onnxruntime-cuda │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ ├── diffusers-pytorch-compile-cuda │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ ├── diffusers-pytorch-cpu │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ ├── diffusers-pytorch-cuda │ │ ├── Dockerfile │ │ └── Dockerfile_1 │ └── diffusers-pytorch-xformers-cuda │ │ ├── Dockerfile │ │ └── Dockerfile_1 ├── docs │ ├── README.md │ ├── README_1.md │ ├── TRANSLATING.md │ ├── TRANSLATING_1.md │ └── source │ │ ├── _config.py │ │ ├── _config_1.py │ │ ├── en │ │ ├── _toctree.yml │ │ ├── _toctree_1.yml │ │ ├── advanced_inference │ │ │ ├── outpaint.md │ │ │ └── outpaint_1.md │ │ ├── api │ │ │ ├── activations.md │ │ │ ├── activations_1.md │ │ │ ├── attnprocessor.md │ │ │ ├── attnprocessor_1.md │ │ │ ├── configuration.md │ │ │ ├── configuration_1.md │ │ │ ├── image_processor.md │ │ │ ├── image_processor_1.md │ │ │ ├── internal_classes_overview.md │ │ │ ├── internal_classes_overview_1.md │ │ │ ├── loaders │ │ │ │ ├── ip_adapter.md │ │ │ │ ├── ip_adapter_1.md │ │ │ │ ├── lora.md │ │ │ │ ├── lora_1.md │ │ │ │ ├── peft.md │ │ │ │ ├── peft_1.md │ │ │ │ ├── single_file.md │ │ │ │ ├── single_file_1.md │ │ │ │ ├── textual_inversion.md │ │ │ │ ├── textual_inversion_1.md │ │ │ │ ├── unet.md │ │ │ │ └── unet_1.md │ │ │ ├── logging.md │ │ │ ├── logging_1.md │ │ │ ├── models │ │ │ │ ├── asymmetricautoencoderkl.md │ │ │ │ ├── asymmetricautoencoderkl_1.md │ │ │ │ ├── aura_flow_transformer2d.md │ │ │ │ ├── autoencoder_oobleck.md │ │ │ │ ├── autoencoder_tiny.md │ │ │ │ ├── autoencoder_tiny_1.md │ │ │ │ ├── autoencoderkl.md │ │ │ │ ├── autoencoderkl_1.md │ │ │ │ ├── autoencoderkl_cogvideox.md │ │ │ │ ├── cogvideox_transformer3d.md │ │ │ │ ├── consistency_decoder_vae.md │ │ │ │ ├── consistency_decoder_vae_1.md │ │ │ │ ├── controlnet.md │ │ │ │ ├── controlnet_1.md │ │ │ │ ├── controlnet_flux.md │ │ │ │ ├── controlnet_hunyuandit.md │ │ │ │ ├── controlnet_hunyuandit_1.md │ │ │ │ ├── controlnet_sd3.md │ │ │ │ ├── controlnet_sd3_1.md │ │ │ │ ├── controlnet_sparsectrl.md │ │ │ │ ├── dit_transformer2d.md │ │ │ │ ├── dit_transformer2d_1.md │ │ │ │ ├── flux_transformer.md │ │ │ │ ├── hunyuan_transformer2d.md │ │ │ │ ├── hunyuan_transformer2d_1.md │ │ │ │ ├── latte_transformer3d.md │ │ │ │ ├── lumina_nextdit2d.md │ │ │ │ ├── lumina_nextdit2d_1.md │ │ │ │ ├── overview.md │ │ │ │ ├── overview_1.md │ │ │ │ ├── pixart_transformer2d.md │ │ │ │ ├── pixart_transformer2d_1.md │ │ │ │ ├── prior_transformer.md │ │ │ │ ├── prior_transformer_1.md │ │ │ │ ├── sd3_transformer2d.md │ │ │ │ ├── sd3_transformer2d_1.md │ │ │ │ ├── stable_audio_transformer.md │ │ │ │ ├── stable_cascade_unet.md │ │ │ │ ├── transformer2d.md │ │ │ │ ├── transformer2d_1.md │ │ │ │ ├── transformer_temporal.md │ │ │ │ ├── transformer_temporal_1.md │ │ │ │ ├── unet-motion.md │ │ │ │ ├── unet-motion_1.md │ │ │ │ ├── unet.md │ │ │ │ ├── unet2d-cond.md │ │ │ │ ├── unet2d-cond_1.md │ │ │ │ ├── unet2d.md │ │ │ │ ├── unet2d_1.md │ │ │ │ ├── unet3d-cond.md │ │ │ │ ├── unet3d-cond_1.md │ │ │ │ ├── unet_1.md │ │ │ │ ├── uvit2d.md │ │ │ │ ├── uvit2d_1.md │ │ │ │ ├── vq.md │ │ │ │ └── vq_1.md │ │ │ ├── normalization.md │ │ │ ├── normalization_1.md │ │ │ ├── outputs.md │ │ │ ├── outputs_1.md │ │ │ ├── pipelines │ │ │ │ ├── amused.md │ │ │ │ ├── amused_1.md │ │ │ │ ├── animatediff.md │ │ │ │ ├── animatediff_1.md │ │ │ │ ├── attend_and_excite.md │ │ │ │ ├── attend_and_excite_1.md │ │ │ │ ├── audioldm.md │ │ │ │ ├── audioldm2.md │ │ │ │ ├── audioldm2_1.md │ │ │ │ ├── audioldm_1.md │ │ │ │ ├── aura_flow.md │ │ │ │ ├── auto_pipeline.md │ │ │ │ ├── auto_pipeline_1.md │ │ │ │ ├── blip_diffusion.md │ │ │ │ ├── blip_diffusion_1.md │ │ │ │ ├── cogvideox.md │ │ │ │ ├── consistency_models.md │ │ │ │ ├── consistency_models_1.md │ │ │ │ ├── controlnet.md │ │ │ │ ├── controlnet_1.md │ │ │ │ ├── controlnet_flux.md │ │ │ │ ├── controlnet_hunyuandit.md │ │ │ │ ├── controlnet_hunyuandit_1.md │ │ │ │ ├── controlnet_sd3.md │ │ │ │ ├── controlnet_sd3_1.md │ │ │ │ ├── controlnet_sdxl.md │ │ │ │ ├── controlnet_sdxl_1.md │ │ │ │ ├── controlnetxs.md │ │ │ │ ├── controlnetxs_1.md │ │ │ │ ├── controlnetxs_sdxl.md │ │ │ │ ├── controlnetxs_sdxl_1.md │ │ │ │ ├── dance_diffusion.md │ │ │ │ ├── dance_diffusion_1.md │ │ │ │ ├── ddim.md │ │ │ │ ├── ddim_1.md │ │ │ │ ├── ddpm.md │ │ │ │ ├── ddpm_1.md │ │ │ │ ├── deepfloyd_if.md │ │ │ │ ├── deepfloyd_if_1.md │ │ │ │ ├── diffedit.md │ │ │ │ ├── diffedit_1.md │ │ │ │ ├── dit.md │ │ │ │ ├── dit_1.md │ │ │ │ ├── flux.md │ │ │ │ ├── hunyuandit.md │ │ │ │ ├── hunyuandit_1.md │ │ │ │ ├── i2vgenxl.md │ │ │ │ ├── i2vgenxl_1.md │ │ │ │ ├── kandinsky.md │ │ │ │ ├── kandinsky3.md │ │ │ │ ├── kandinsky3_1.md │ │ │ │ ├── kandinsky_1.md │ │ │ │ ├── kandinsky_v22.md │ │ │ │ ├── kandinsky_v22_1.md │ │ │ │ ├── kolors.md │ │ │ │ ├── latent_consistency_models.md │ │ │ │ ├── latent_consistency_models_1.md │ │ │ │ ├── latent_diffusion.md │ │ │ │ ├── latent_diffusion_1.md │ │ │ │ ├── latte.md │ │ │ │ ├── ledits_pp.md │ │ │ │ ├── ledits_pp_1.md │ │ │ │ ├── lumina.md │ │ │ │ ├── lumina_1.md │ │ │ │ ├── marigold.md │ │ │ │ ├── marigold_1.md │ │ │ │ ├── musicldm.md │ │ │ │ ├── musicldm_1.md │ │ │ │ ├── overview.md │ │ │ │ ├── overview_1.md │ │ │ │ ├── pag.md │ │ │ │ ├── pag_1.md │ │ │ │ ├── paint_by_example.md │ │ │ │ ├── paint_by_example_1.md │ │ │ │ ├── panorama.md │ │ │ │ ├── panorama_1.md │ │ │ │ ├── pia.md │ │ │ │ ├── pia_1.md │ │ │ │ ├── pix2pix.md │ │ │ │ ├── pix2pix_1.md │ │ │ │ ├── pixart.md │ │ │ │ ├── pixart_1.md │ │ │ │ ├── pixart_sigma.md │ │ │ │ ├── pixart_sigma_1.md │ │ │ │ ├── self_attention_guidance.md │ │ │ │ ├── self_attention_guidance_1.md │ │ │ │ ├── semantic_stable_diffusion.md │ │ │ │ ├── semantic_stable_diffusion_1.md │ │ │ │ ├── shap_e.md │ │ │ │ ├── shap_e_1.md │ │ │ │ ├── stable_audio.md │ │ │ │ ├── stable_cascade.md │ │ │ │ ├── stable_cascade_1.md │ │ │ │ ├── stable_diffusion │ │ │ │ │ ├── adapter.md │ │ │ │ │ ├── adapter_1.md │ │ │ │ │ ├── depth2img.md │ │ │ │ │ ├── depth2img_1.md │ │ │ │ │ ├── gligen.md │ │ │ │ │ ├── gligen_1.md │ │ │ │ │ ├── image_variation.md │ │ │ │ │ ├── image_variation_1.md │ │ │ │ │ ├── img2img.md │ │ │ │ │ ├── img2img_1.md │ │ │ │ │ ├── inpaint.md │ │ │ │ │ ├── inpaint_1.md │ │ │ │ │ ├── k_diffusion.md │ │ │ │ │ ├── k_diffusion_1.md │ │ │ │ │ ├── latent_upscale.md │ │ │ │ │ ├── latent_upscale_1.md │ │ │ │ │ ├── ldm3d_diffusion.md │ │ │ │ │ ├── ldm3d_diffusion_1.md │ │ │ │ │ ├── overview.md │ │ │ │ │ ├── overview_1.md │ │ │ │ │ ├── sdxl_turbo.md │ │ │ │ │ ├── sdxl_turbo_1.md │ │ │ │ │ ├── stable_diffusion_2.md │ │ │ │ │ ├── stable_diffusion_2_1.md │ │ │ │ │ ├── stable_diffusion_3.md │ │ │ │ │ ├── stable_diffusion_3_1.md │ │ │ │ │ ├── stable_diffusion_safe.md │ │ │ │ │ ├── stable_diffusion_safe_1.md │ │ │ │ │ ├── stable_diffusion_xl.md │ │ │ │ │ ├── stable_diffusion_xl_1.md │ │ │ │ │ ├── svd.md │ │ │ │ │ ├── svd_1.md │ │ │ │ │ ├── text2img.md │ │ │ │ │ ├── text2img_1.md │ │ │ │ │ ├── upscale.md │ │ │ │ │ └── upscale_1.md │ │ │ │ ├── stable_unclip.md │ │ │ │ ├── stable_unclip_1.md │ │ │ │ ├── text_to_video.md │ │ │ │ ├── text_to_video_1.md │ │ │ │ ├── text_to_video_zero.md │ │ │ │ ├── text_to_video_zero_1.md │ │ │ │ ├── unclip.md │ │ │ │ ├── unclip_1.md │ │ │ │ ├── unidiffuser.md │ │ │ │ ├── unidiffuser_1.md │ │ │ │ ├── value_guided_sampling.md │ │ │ │ ├── value_guided_sampling_1.md │ │ │ │ ├── wuerstchen.md │ │ │ │ └── wuerstchen_1.md │ │ │ ├── schedulers │ │ │ │ ├── cm_stochastic_iterative.md │ │ │ │ ├── cm_stochastic_iterative_1.md │ │ │ │ ├── consistency_decoder.md │ │ │ │ ├── consistency_decoder_1.md │ │ │ │ ├── cosine_dpm.md │ │ │ │ ├── ddim.md │ │ │ │ ├── ddim_1.md │ │ │ │ ├── ddim_inverse.md │ │ │ │ ├── ddim_inverse_1.md │ │ │ │ ├── ddpm.md │ │ │ │ ├── ddpm_1.md │ │ │ │ ├── deis.md │ │ │ │ ├── deis_1.md │ │ │ │ ├── dpm_discrete.md │ │ │ │ ├── dpm_discrete_1.md │ │ │ │ ├── dpm_discrete_ancestral.md │ │ │ │ ├── dpm_discrete_ancestral_1.md │ │ │ │ ├── dpm_sde.md │ │ │ │ ├── dpm_sde_1.md │ │ │ │ ├── edm_euler.md │ │ │ │ ├── edm_euler_1.md │ │ │ │ ├── edm_multistep_dpm_solver.md │ │ │ │ ├── edm_multistep_dpm_solver_1.md │ │ │ │ ├── euler.md │ │ │ │ ├── euler_1.md │ │ │ │ ├── euler_ancestral.md │ │ │ │ ├── euler_ancestral_1.md │ │ │ │ ├── flow_match_euler_discrete.md │ │ │ │ ├── flow_match_euler_discrete_1.md │ │ │ │ ├── flow_match_heun_discrete.md │ │ │ │ ├── flow_match_heun_discrete_1.md │ │ │ │ ├── heun.md │ │ │ │ ├── heun_1.md │ │ │ │ ├── ipndm.md │ │ │ │ ├── ipndm_1.md │ │ │ │ ├── lcm.md │ │ │ │ ├── lcm_1.md │ │ │ │ ├── lms_discrete.md │ │ │ │ ├── lms_discrete_1.md │ │ │ │ ├── multistep_dpm_solver.md │ │ │ │ ├── multistep_dpm_solver_1.md │ │ │ │ ├── multistep_dpm_solver_inverse.md │ │ │ │ ├── multistep_dpm_solver_inverse_1.md │ │ │ │ ├── overview.md │ │ │ │ ├── overview_1.md │ │ │ │ ├── pndm.md │ │ │ │ ├── pndm_1.md │ │ │ │ ├── repaint.md │ │ │ │ ├── repaint_1.md │ │ │ │ ├── score_sde_ve.md │ │ │ │ ├── score_sde_ve_1.md │ │ │ │ ├── score_sde_vp.md │ │ │ │ ├── score_sde_vp_1.md │ │ │ │ ├── singlestep_dpm_solver.md │ │ │ │ ├── singlestep_dpm_solver_1.md │ │ │ │ ├── stochastic_karras_ve.md │ │ │ │ ├── stochastic_karras_ve_1.md │ │ │ │ ├── tcd.md │ │ │ │ ├── tcd_1.md │ │ │ │ ├── unipc.md │ │ │ │ ├── unipc_1.md │ │ │ │ ├── vq_diffusion.md │ │ │ │ └── vq_diffusion_1.md │ │ │ ├── utilities.md │ │ │ ├── utilities_1.md │ │ │ ├── video_processor.md │ │ │ └── video_processor_1.md │ │ ├── community_projects.md │ │ ├── conceptual │ │ │ ├── contribution.md │ │ │ ├── contribution_1.md │ │ │ ├── ethical_guidelines.md │ │ │ ├── ethical_guidelines_1.md │ │ │ ├── evaluation.md │ │ │ ├── evaluation_1.md │ │ │ ├── philosophy.md │ │ │ └── philosophy_1.md │ │ ├── imgs │ │ │ ├── access_request.png │ │ │ ├── access_request_1.png │ │ │ ├── diffusers_library.jpg │ │ │ └── diffusers_library_1.jpg │ │ ├── index.md │ │ ├── index_1.md │ │ ├── installation.md │ │ ├── installation_1.md │ │ ├── optimization │ │ │ ├── coreml.md │ │ │ ├── coreml_1.md │ │ │ ├── deepcache.md │ │ │ ├── deepcache_1.md │ │ │ ├── fp16.md │ │ │ ├── fp16_1.md │ │ │ ├── habana.md │ │ │ ├── habana_1.md │ │ │ ├── memory.md │ │ │ ├── memory_1.md │ │ │ ├── mps.md │ │ │ ├── mps_1.md │ │ │ ├── onnx.md │ │ │ ├── onnx_1.md │ │ │ ├── open_vino.md │ │ │ ├── open_vino_1.md │ │ │ ├── tgate.md │ │ │ ├── tgate_1.md │ │ │ ├── tome.md │ │ │ ├── tome_1.md │ │ │ ├── torch2.0.md │ │ │ ├── torch2.0_1.md │ │ │ ├── xdit.md │ │ │ ├── xformers.md │ │ │ └── xformers_1.md │ │ ├── quicktour.md │ │ ├── quicktour_1.md │ │ ├── stable_diffusion.md │ │ ├── stable_diffusion_1.md │ │ ├── training │ │ │ ├── adapt_a_model.md │ │ │ ├── adapt_a_model_1.md │ │ │ ├── controlnet.md │ │ │ ├── controlnet_1.md │ │ │ ├── create_dataset.md │ │ │ ├── create_dataset_1.md │ │ │ ├── custom_diffusion.md │ │ │ ├── custom_diffusion_1.md │ │ │ ├── ddpo.md │ │ │ ├── ddpo_1.md │ │ │ ├── distributed_inference.md │ │ │ ├── distributed_inference_1.md │ │ │ ├── dreambooth.md │ │ │ ├── dreambooth_1.md │ │ │ ├── instructpix2pix.md │ │ │ ├── instructpix2pix_1.md │ │ │ ├── kandinsky.md │ │ │ ├── kandinsky_1.md │ │ │ ├── lcm_distill.md │ │ │ ├── lcm_distill_1.md │ │ │ ├── lora.md │ │ │ ├── lora_1.md │ │ │ ├── overview.md │ │ │ ├── overview_1.md │ │ │ ├── sdxl.md │ │ │ ├── sdxl_1.md │ │ │ ├── t2i_adapters.md │ │ │ ├── t2i_adapters_1.md │ │ │ ├── text2image.md │ │ │ ├── text2image_1.md │ │ │ ├── text_inversion.md │ │ │ ├── text_inversion_1.md │ │ │ ├── unconditional_training.md │ │ │ ├── unconditional_training_1.md │ │ │ ├── wuerstchen.md │ │ │ └── wuerstchen_1.md │ │ ├── tutorials │ │ │ ├── autopipeline.md │ │ │ ├── autopipeline_1.md │ │ │ ├── basic_training.md │ │ │ ├── basic_training_1.md │ │ │ ├── fast_diffusion.md │ │ │ ├── fast_diffusion_1.md │ │ │ ├── inference_with_big_models.md │ │ │ ├── inference_with_big_models_1.md │ │ │ ├── tutorial_overview.md │ │ │ ├── tutorial_overview_1.md │ │ │ ├── using_peft_for_inference.md │ │ │ └── using_peft_for_inference_1.md │ │ └── using-diffusers │ │ │ ├── callback.md │ │ │ ├── callback_1.md │ │ │ ├── conditional_image_generation.md │ │ │ ├── conditional_image_generation_1.md │ │ │ ├── controlling_generation.md │ │ │ ├── controlling_generation_1.md │ │ │ ├── controlnet.md │ │ │ ├── controlnet_1.md │ │ │ ├── custom_pipeline_overview.md │ │ │ ├── custom_pipeline_overview_1.md │ │ │ ├── depth2img.md │ │ │ ├── depth2img_1.md │ │ │ ├── diffedit.md │ │ │ ├── diffedit_1.md │ │ │ ├── image_quality.md │ │ │ ├── image_quality_1.md │ │ │ ├── img2img.md │ │ │ ├── img2img_1.md │ │ │ ├── inference_with_lcm.md │ │ │ ├── inference_with_lcm_1.md │ │ │ ├── inference_with_tcd_lora.md │ │ │ ├── inference_with_tcd_lora_1.md │ │ │ ├── inpaint.md │ │ │ ├── inpaint_1.md │ │ │ ├── ip_adapter.md │ │ │ ├── ip_adapter_1.md │ │ │ ├── kandinsky.md │ │ │ ├── kandinsky_1.md │ │ │ ├── loading.md │ │ │ ├── loading_1.md │ │ │ ├── loading_adapters.md │ │ │ ├── loading_adapters_1.md │ │ │ ├── marigold_usage.md │ │ │ ├── marigold_usage_1.md │ │ │ ├── merge_loras.md │ │ │ ├── merge_loras_1.md │ │ │ ├── other-formats.md │ │ │ ├── other-formats_1.md │ │ │ ├── overview_techniques.md │ │ │ ├── overview_techniques_1.md │ │ │ ├── pag.md │ │ │ ├── pag_1.md │ │ │ ├── push_to_hub.md │ │ │ ├── push_to_hub_1.md │ │ │ ├── reusing_seeds.md │ │ │ ├── reusing_seeds_1.md │ │ │ ├── scheduler_features.md │ │ │ ├── scheduler_features_1.md │ │ │ ├── schedulers.md │ │ │ ├── schedulers_1.md │ │ │ ├── sdxl.md │ │ │ ├── sdxl_1.md │ │ │ ├── sdxl_turbo.md │ │ │ ├── sdxl_turbo_1.md │ │ │ ├── shap-e.md │ │ │ ├── shap-e_1.md │ │ │ ├── stable_diffusion_jax_how_to.md │ │ │ ├── stable_diffusion_jax_how_to_1.md │ │ │ ├── svd.md │ │ │ ├── svd_1.md │ │ │ ├── t2i_adapter.md │ │ │ ├── t2i_adapter_1.md │ │ │ ├── text-img2vid.md │ │ │ ├── text-img2vid_1.md │ │ │ ├── textual_inversion_inference.md │ │ │ ├── textual_inversion_inference_1.md │ │ │ ├── unconditional_image_generation.md │ │ │ ├── unconditional_image_generation_1.md │ │ │ ├── weighted_prompts.md │ │ │ ├── weighted_prompts_1.md │ │ │ ├── write_own_pipeline.md │ │ │ └── write_own_pipeline_1.md │ │ ├── ja │ │ ├── _toctree.yml │ │ ├── _toctree_1.yml │ │ ├── index.md │ │ ├── index_1.md │ │ ├── installation.md │ │ ├── installation_1.md │ │ ├── quicktour.md │ │ ├── quicktour_1.md │ │ ├── stable_diffusion.md │ │ ├── stable_diffusion_1.md │ │ └── tutorials │ │ │ ├── autopipeline.md │ │ │ ├── autopipeline_1.md │ │ │ ├── tutorial_overview.md │ │ │ └── tutorial_overview_1.md │ │ ├── ko │ │ ├── _toctree.yml │ │ ├── _toctree_1.yml │ │ ├── api │ │ │ └── pipelines │ │ │ │ └── stable_diffusion │ │ │ │ ├── stable_diffusion_xl.md │ │ │ │ └── stable_diffusion_xl_1.md │ │ ├── conceptual │ │ │ ├── contribution.md │ │ │ ├── contribution_1.md │ │ │ ├── ethical_guidelines.md │ │ │ ├── ethical_guidelines_1.md │ │ │ ├── evaluation.md │ │ │ ├── evaluation_1.md │ │ │ ├── philosophy.md │ │ │ └── philosophy_1.md │ │ ├── in_translation.md │ │ ├── in_translation_1.md │ │ ├── index.md │ │ ├── index_1.md │ │ ├── installation.md │ │ ├── installation_1.md │ │ ├── optimization │ │ │ ├── coreml.md │ │ │ ├── coreml_1.md │ │ │ ├── fp16.md │ │ │ ├── fp16_1.md │ │ │ ├── habana.md │ │ │ ├── habana_1.md │ │ │ ├── mps.md │ │ │ ├── mps_1.md │ │ │ ├── onnx.md │ │ │ ├── onnx_1.md │ │ │ ├── open_vino.md │ │ │ ├── open_vino_1.md │ │ │ ├── opt_overview.md │ │ │ ├── tome.md │ │ │ ├── tome_1.md │ │ │ ├── torch2.0.md │ │ │ ├── torch2.0_1.md │ │ │ ├── xformers.md │ │ │ └── xformers_1.md │ │ ├── quicktour.md │ │ ├── quicktour_1.md │ │ ├── stable_diffusion.md │ │ ├── stable_diffusion_1.md │ │ ├── training │ │ │ ├── adapt_a_model.md │ │ │ ├── adapt_a_model_1.md │ │ │ ├── controlnet.md │ │ │ ├── controlnet_1.md │ │ │ ├── create_dataset.md │ │ │ ├── create_dataset_1.md │ │ │ ├── custom_diffusion.md │ │ │ ├── custom_diffusion_1.md │ │ │ ├── distributed_inference.md │ │ │ ├── distributed_inference_1.md │ │ │ ├── dreambooth.md │ │ │ ├── dreambooth_1.md │ │ │ ├── instructpix2pix.md │ │ │ ├── instructpix2pix_1.md │ │ │ ├── lora.md │ │ │ ├── lora_1.md │ │ │ ├── overview.md │ │ │ ├── overview_1.md │ │ │ ├── text2image.md │ │ │ ├── text2image_1.md │ │ │ ├── text_inversion.md │ │ │ ├── text_inversion_1.md │ │ │ ├── unconditional_training.md │ │ │ └── unconditional_training_1.md │ │ ├── tutorials │ │ │ ├── basic_training.md │ │ │ ├── basic_training_1.md │ │ │ ├── tutorial_overview.md │ │ │ └── tutorial_overview_1.md │ │ └── using-diffusers │ │ │ ├── conditional_image_generation.md │ │ │ ├── conditional_image_generation_1.md │ │ │ ├── contribute_pipeline.md │ │ │ ├── control_brightness.md │ │ │ ├── controlling_generation.md │ │ │ ├── controlling_generation_1.md │ │ │ ├── custom_pipeline_examples.md │ │ │ ├── custom_pipeline_overview.md │ │ │ ├── custom_pipeline_overview_1.md │ │ │ ├── depth2img.md │ │ │ ├── depth2img_1.md │ │ │ ├── diffedit.md │ │ │ ├── img2img.md │ │ │ ├── img2img_1.md │ │ │ ├── inpaint.md │ │ │ ├── inpaint_1.md │ │ │ ├── kandinsky.md │ │ │ ├── loading.md │ │ │ ├── loading_1.md │ │ │ ├── loading_adapters.md │ │ │ ├── loading_overview.md │ │ │ ├── other-formats.md │ │ │ ├── other-formats_1.md │ │ │ ├── pipeline_overview.md │ │ │ ├── push_to_hub.md │ │ │ ├── reproducibility.md │ │ │ ├── reusing_seeds.md │ │ │ ├── schedulers.md │ │ │ ├── schedulers_1.md │ │ │ ├── sdxl_turbo.md │ │ │ ├── shap-e.md │ │ │ ├── stable_diffusion_jax_how_to.md │ │ │ ├── stable_diffusion_jax_how_to_1.md │ │ │ ├── svd.md │ │ │ ├── textual_inversion_inference.md │ │ │ ├── textual_inversion_inference_1.md │ │ │ ├── unconditional_image_generation.md │ │ │ ├── unconditional_image_generation_1.md │ │ │ ├── using_safetensors.md │ │ │ ├── weighted_prompts.md │ │ │ ├── weighted_prompts_1.md │ │ │ ├── write_own_pipeline.md │ │ │ └── write_own_pipeline_1.md │ │ ├── pt │ │ ├── _toctree.yml │ │ ├── _toctree_1.yml │ │ ├── index.md │ │ ├── index_1.md │ │ ├── installation.md │ │ ├── installation_1.md │ │ ├── quicktour.md │ │ └── quicktour_1.md │ │ └── zh │ │ ├── _toctree.yml │ │ ├── _toctree_1.yml │ │ ├── index.md │ │ ├── index_1.md │ │ ├── installation.md │ │ ├── installation_1.md │ │ ├── quicktour.md │ │ ├── quicktour_1.md │ │ ├── stable_diffusion.md │ │ └── stable_diffusion_1.md ├── examples │ ├── README.md │ ├── README_1.md │ ├── advanced_diffusion_training │ │ ├── README.md │ │ ├── README_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── train_dreambooth_lora_sd15_advanced.py │ │ ├── train_dreambooth_lora_sd15_advanced_1.py │ │ ├── train_dreambooth_lora_sdxl_advanced.py │ │ └── train_dreambooth_lora_sdxl_advanced_1.py │ ├── amused │ │ ├── README.md │ │ ├── README_1.md │ │ ├── train_amused.py │ │ └── train_amused_1.py │ ├── community │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_community_scripts.md │ │ ├── README_community_scripts_1.md │ │ ├── bit_diffusion.py │ │ ├── bit_diffusion_1.py │ │ ├── checkpoint_merger.py │ │ ├── checkpoint_merger_1.py │ │ ├── clip_guided_images_mixing_stable_diffusion.py │ │ ├── clip_guided_images_mixing_stable_diffusion_1.py │ │ ├── clip_guided_stable_diffusion.py │ │ ├── clip_guided_stable_diffusion_1.py │ │ ├── clip_guided_stable_diffusion_img2img.py │ │ ├── clip_guided_stable_diffusion_img2img_1.py │ │ ├── composable_stable_diffusion.py │ │ ├── composable_stable_diffusion_1.py │ │ ├── ddim_noise_comparative_analysis.py │ │ ├── ddim_noise_comparative_analysis_1.py │ │ ├── dps_pipeline.py │ │ ├── dps_pipeline_1.py │ │ ├── edict_pipeline.py │ │ ├── edict_pipeline_1.py │ │ ├── fresco_v2v.py │ │ ├── fresco_v2v_1.py │ │ ├── gluegen.py │ │ ├── gluegen_1.py │ │ ├── hd_painter.py │ │ ├── hd_painter_1.py │ │ ├── iadb.py │ │ ├── iadb_1.py │ │ ├── imagic_stable_diffusion.py │ │ ├── imagic_stable_diffusion_1.py │ │ ├── img2img_inpainting.py │ │ ├── img2img_inpainting_1.py │ │ ├── instaflow_one_step.py │ │ ├── instaflow_one_step_1.py │ │ ├── interpolate_stable_diffusion.py │ │ ├── interpolate_stable_diffusion_1.py │ │ ├── ip_adapter_face_id.py │ │ ├── ip_adapter_face_id_1.py │ │ ├── kohya_hires_fix.py │ │ ├── kohya_hires_fix_1.py │ │ ├── latent_consistency_img2img.py │ │ ├── latent_consistency_img2img_1.py │ │ ├── latent_consistency_interpolate.py │ │ ├── latent_consistency_interpolate_1.py │ │ ├── latent_consistency_txt2img.py │ │ ├── latent_consistency_txt2img_1.py │ │ ├── llm_grounded_diffusion.py │ │ ├── llm_grounded_diffusion_1.py │ │ ├── lpw_stable_diffusion.py │ │ ├── lpw_stable_diffusion_1.py │ │ ├── lpw_stable_diffusion_onnx.py │ │ ├── lpw_stable_diffusion_onnx_1.py │ │ ├── lpw_stable_diffusion_xl.py │ │ ├── lpw_stable_diffusion_xl_1.py │ │ ├── magic_mix.py │ │ ├── magic_mix_1.py │ │ ├── marigold_depth_estimation.py │ │ ├── marigold_depth_estimation_1.py │ │ ├── masked_stable_diffusion_img2img.py │ │ ├── masked_stable_diffusion_img2img_1.py │ │ ├── mixture_canvas.py │ │ ├── mixture_canvas_1.py │ │ ├── mixture_tiling.py │ │ ├── mixture_tiling_1.py │ │ ├── multilingual_stable_diffusion.py │ │ ├── multilingual_stable_diffusion_1.py │ │ ├── one_step_unet.py │ │ ├── one_step_unet_1.py │ │ ├── pipeline_animatediff_controlnet.py │ │ ├── pipeline_animatediff_controlnet_1.py │ │ ├── pipeline_animatediff_img2video.py │ │ ├── pipeline_animatediff_img2video_1.py │ │ ├── pipeline_animatediff_ipex.py │ │ ├── pipeline_demofusion_sdxl.py │ │ ├── pipeline_demofusion_sdxl_1.py │ │ ├── pipeline_fabric.py │ │ ├── pipeline_fabric_1.py │ │ ├── pipeline_hunyuandit_differential_img2img.py │ │ ├── pipeline_null_text_inversion.py │ │ ├── pipeline_null_text_inversion_1.py │ │ ├── pipeline_prompt2prompt.py │ │ ├── pipeline_prompt2prompt_1.py │ │ ├── pipeline_sdxl_style_aligned.py │ │ ├── pipeline_sdxl_style_aligned_1.py │ │ ├── pipeline_stable_diffusion_3_differential_img2img.py │ │ ├── pipeline_stable_diffusion_3_differential_img2img_1.py │ │ ├── pipeline_stable_diffusion_boxdiff.py │ │ ├── pipeline_stable_diffusion_boxdiff_1.py │ │ ├── pipeline_stable_diffusion_pag.py │ │ ├── pipeline_stable_diffusion_pag_1.py │ │ ├── pipeline_stable_diffusion_upscale_ldm3d.py │ │ ├── pipeline_stable_diffusion_upscale_ldm3d_1.py │ │ ├── pipeline_stable_diffusion_xl_controlnet_adapter.py │ │ ├── pipeline_stable_diffusion_xl_controlnet_adapter_1.py │ │ ├── pipeline_stable_diffusion_xl_controlnet_adapter_inpaint.py │ │ ├── pipeline_stable_diffusion_xl_controlnet_adapter_inpaint_1.py │ │ ├── pipeline_stable_diffusion_xl_differential_img2img.py │ │ ├── pipeline_stable_diffusion_xl_differential_img2img_1.py │ │ ├── pipeline_stable_diffusion_xl_instandid_img2img.py │ │ ├── pipeline_stable_diffusion_xl_instandid_img2img_1.py │ │ ├── pipeline_stable_diffusion_xl_instantid.py │ │ ├── pipeline_stable_diffusion_xl_instantid_1.py │ │ ├── pipeline_stable_diffusion_xl_ipex.py │ │ ├── pipeline_stable_diffusion_xl_ipex_1.py │ │ ├── pipeline_zero1to3.py │ │ ├── pipeline_zero1to3_1.py │ │ ├── regional_prompting_stable_diffusion.py │ │ ├── regional_prompting_stable_diffusion_1.py │ │ ├── rerender_a_video.py │ │ ├── rerender_a_video_1.py │ │ ├── run_onnx_controlnet.py │ │ ├── run_onnx_controlnet_1.py │ │ ├── run_tensorrt_controlnet.py │ │ ├── run_tensorrt_controlnet_1.py │ │ ├── scheduling_ufogen.py │ │ ├── scheduling_ufogen_1.py │ │ ├── sd_text2img_k_diffusion.py │ │ ├── sd_text2img_k_diffusion_1.py │ │ ├── sde_drag.py │ │ ├── sde_drag_1.py │ │ ├── seed_resize_stable_diffusion.py │ │ ├── seed_resize_stable_diffusion_1.py │ │ ├── speech_to_image_diffusion.py │ │ ├── speech_to_image_diffusion_1.py │ │ ├── stable_diffusion_comparison.py │ │ ├── stable_diffusion_comparison_1.py │ │ ├── stable_diffusion_controlnet_img2img.py │ │ ├── stable_diffusion_controlnet_img2img_1.py │ │ ├── stable_diffusion_controlnet_inpaint.py │ │ ├── stable_diffusion_controlnet_inpaint_1.py │ │ ├── stable_diffusion_controlnet_inpaint_img2img.py │ │ ├── stable_diffusion_controlnet_inpaint_img2img_1.py │ │ ├── stable_diffusion_controlnet_reference.py │ │ ├── stable_diffusion_controlnet_reference_1.py │ │ ├── stable_diffusion_ipex.py │ │ ├── stable_diffusion_ipex_1.py │ │ ├── stable_diffusion_mega.py │ │ ├── stable_diffusion_mega_1.py │ │ ├── stable_diffusion_reference.py │ │ ├── stable_diffusion_reference_1.py │ │ ├── stable_diffusion_repaint.py │ │ ├── stable_diffusion_repaint_1.py │ │ ├── stable_diffusion_tensorrt_img2img.py │ │ ├── stable_diffusion_tensorrt_img2img_1.py │ │ ├── stable_diffusion_tensorrt_inpaint.py │ │ ├── stable_diffusion_tensorrt_inpaint_1.py │ │ ├── stable_diffusion_tensorrt_txt2img.py │ │ ├── stable_diffusion_tensorrt_txt2img_1.py │ │ ├── stable_diffusion_xl_reference.py │ │ ├── stable_diffusion_xl_reference_1.py │ │ ├── stable_unclip.py │ │ ├── stable_unclip_1.py │ │ ├── text_inpainting.py │ │ ├── text_inpainting_1.py │ │ ├── tiled_upscaling.py │ │ ├── tiled_upscaling_1.py │ │ ├── unclip_image_interpolation.py │ │ ├── unclip_image_interpolation_1.py │ │ ├── unclip_text_interpolation.py │ │ ├── unclip_text_interpolation_1.py │ │ ├── wildcard_stable_diffusion.py │ │ └── wildcard_stable_diffusion_1.py │ ├── conftest.py │ ├── conftest_1.py │ ├── consistency_distillation │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_sdxl.md │ │ ├── README_sdxl_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── test_lcm_lora.py │ │ ├── test_lcm_lora_1.py │ │ ├── train_lcm_distill_lora_sd_wds.py │ │ ├── train_lcm_distill_lora_sd_wds_1.py │ │ ├── train_lcm_distill_lora_sdxl.py │ │ ├── train_lcm_distill_lora_sdxl_1.py │ │ ├── train_lcm_distill_lora_sdxl_wds.py │ │ ├── train_lcm_distill_lora_sdxl_wds_1.py │ │ ├── train_lcm_distill_sd_wds.py │ │ ├── train_lcm_distill_sd_wds_1.py │ │ ├── train_lcm_distill_sdxl_wds.py │ │ └── train_lcm_distill_sdxl_wds_1.py │ ├── controlnet │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_sdxl.md │ │ ├── README_sdxl_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── requirements_flax.txt │ │ ├── requirements_flax_1.txt │ │ ├── requirements_sdxl.txt │ │ ├── requirements_sdxl_1.txt │ │ ├── test_controlnet.py │ │ ├── test_controlnet_1.py │ │ ├── train_controlnet.py │ │ ├── train_controlnet_1.py │ │ ├── train_controlnet_flax.py │ │ ├── train_controlnet_flax_1.py │ │ ├── train_controlnet_sdxl.py │ │ └── train_controlnet_sdxl_1.py │ ├── custom_diffusion │ │ ├── README.md │ │ ├── README_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── retrieve.py │ │ ├── retrieve_1.py │ │ ├── test_custom_diffusion.py │ │ ├── test_custom_diffusion_1.py │ │ ├── train_custom_diffusion.py │ │ └── train_custom_diffusion_1.py │ ├── dreambooth │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_flux.md │ │ ├── README_sd3.md │ │ ├── README_sd3_1.md │ │ ├── README_sdxl.md │ │ ├── README_sdxl_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── requirements_flax.txt │ │ ├── requirements_flax_1.txt │ │ ├── requirements_flux.txt │ │ ├── requirements_sd3.txt │ │ ├── requirements_sd3_1.txt │ │ ├── requirements_sdxl.txt │ │ ├── requirements_sdxl_1.txt │ │ ├── test_dreambooth.py │ │ ├── test_dreambooth_1.py │ │ ├── test_dreambooth_flux.py │ │ ├── test_dreambooth_lora.py │ │ ├── test_dreambooth_lora_1.py │ │ ├── test_dreambooth_lora_edm.py │ │ ├── test_dreambooth_lora_edm_1.py │ │ ├── test_dreambooth_lora_flux.py │ │ ├── test_dreambooth_lora_sd3.py │ │ ├── test_dreambooth_lora_sd3_1.py │ │ ├── test_dreambooth_sd3.py │ │ ├── test_dreambooth_sd3_1.py │ │ ├── train_dreambooth.py │ │ ├── train_dreambooth_1.py │ │ ├── train_dreambooth_flax.py │ │ ├── train_dreambooth_flax_1.py │ │ ├── train_dreambooth_flux.py │ │ ├── train_dreambooth_lora.py │ │ ├── train_dreambooth_lora_1.py │ │ ├── train_dreambooth_lora_flux.py │ │ ├── train_dreambooth_lora_sd3.py │ │ ├── train_dreambooth_lora_sd3_1.py │ │ ├── train_dreambooth_lora_sdxl.py │ │ ├── train_dreambooth_lora_sdxl_1.py │ │ ├── train_dreambooth_sd3.py │ │ └── train_dreambooth_sd3_1.py │ ├── inference │ │ ├── README.md │ │ ├── README_1.md │ │ ├── image_to_image.py │ │ ├── image_to_image_1.py │ │ ├── inpainting.py │ │ └── inpainting_1.py │ ├── instruct_pix2pix │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_sdxl.md │ │ ├── README_sdxl_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── test_instruct_pix2pix.py │ │ ├── test_instruct_pix2pix_1.py │ │ ├── train_instruct_pix2pix.py │ │ ├── train_instruct_pix2pix_1.py │ │ ├── train_instruct_pix2pix_sdxl.py │ │ └── train_instruct_pix2pix_sdxl_1.py │ ├── kandinsky2_2 │ │ └── text_to_image │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_text_to_image_decoder.py │ │ │ ├── train_text_to_image_decoder_1.py │ │ │ ├── train_text_to_image_lora_decoder.py │ │ │ ├── train_text_to_image_lora_decoder_1.py │ │ │ ├── train_text_to_image_lora_prior.py │ │ │ ├── train_text_to_image_lora_prior_1.py │ │ │ ├── train_text_to_image_prior.py │ │ │ └── train_text_to_image_prior_1.py │ ├── reinforcement_learning │ │ ├── README.md │ │ ├── README_1.md │ │ ├── run_diffuser_locomotion.py │ │ └── run_diffuser_locomotion_1.py │ ├── research_projects │ │ ├── README.md │ │ ├── README_1.md │ │ ├── colossalai │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── inference.py │ │ │ ├── inference_1.py │ │ │ ├── requirement.txt │ │ │ ├── requirement_1.txt │ │ │ ├── train_dreambooth_colossalai.py │ │ │ └── train_dreambooth_colossalai_1.py │ │ ├── consistency_training │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_cm_ct_unconditional.py │ │ │ └── train_cm_ct_unconditional_1.py │ │ ├── controlnet │ │ │ ├── train_controlnet_webdataset.py │ │ │ └── train_controlnet_webdataset_1.py │ │ ├── diffusion_dpo │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_diffusion_dpo.py │ │ │ ├── train_diffusion_dpo_1.py │ │ │ ├── train_diffusion_dpo_sdxl.py │ │ │ └── train_diffusion_dpo_sdxl_1.py │ │ ├── diffusion_orpo │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_diffusion_orpo_sdxl_lora.py │ │ │ ├── train_diffusion_orpo_sdxl_lora_1.py │ │ │ ├── train_diffusion_orpo_sdxl_lora_wds.py │ │ │ └── train_diffusion_orpo_sdxl_lora_wds_1.py │ │ ├── dreambooth_inpaint │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_dreambooth_inpaint.py │ │ │ ├── train_dreambooth_inpaint_1.py │ │ │ ├── train_dreambooth_inpaint_lora.py │ │ │ └── train_dreambooth_inpaint_lora_1.py │ │ ├── geodiff │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── geodiff_molecule_conformation.ipynb │ │ │ └── geodiff_molecule_conformation_1.ipynb │ │ ├── gligen │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── dataset.py │ │ │ ├── dataset_1.py │ │ │ ├── demo.ipynb │ │ │ ├── demo_1.ipynb │ │ │ ├── generated-images-100000-00.png │ │ │ ├── generated-images-100000-00_1.png │ │ │ ├── make_datasets.py │ │ │ ├── make_datasets_1.py │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_gligen_text.py │ │ │ └── train_gligen_text_1.py │ │ ├── instructpix2pix_lora │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── train_instruct_pix2pix_lora.py │ │ │ └── train_instruct_pix2pix_lora_1.py │ │ ├── intel_opts │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── inference_bf16.py │ │ │ ├── inference_bf16_1.py │ │ │ ├── textual_inversion │ │ │ │ ├── README.md │ │ │ │ ├── README_1.md │ │ │ │ ├── requirements.txt │ │ │ │ ├── requirements_1.txt │ │ │ │ ├── textual_inversion_bf16.py │ │ │ │ └── textual_inversion_bf16_1.py │ │ │ └── textual_inversion_dfq │ │ │ │ ├── README.md │ │ │ │ ├── README_1.md │ │ │ │ ├── requirements.txt │ │ │ │ ├── requirements_1.txt │ │ │ │ ├── text2images.py │ │ │ │ ├── text2images_1.py │ │ │ │ ├── textual_inversion.py │ │ │ │ └── textual_inversion_1.py │ │ ├── lora │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_text_to_image_lora.py │ │ │ └── train_text_to_image_lora_1.py │ │ ├── multi_subject_dreambooth │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_multi_subject_dreambooth.py │ │ │ └── train_multi_subject_dreambooth_1.py │ │ ├── multi_subject_dreambooth_inpainting │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_multi_subject_dreambooth_inpainting.py │ │ │ └── train_multi_subject_dreambooth_inpainting_1.py │ │ ├── multi_token_textual_inversion │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── multi_token_clip.py │ │ │ ├── multi_token_clip_1.py │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── requirements_flax.txt │ │ │ ├── requirements_flax_1.txt │ │ │ ├── textual_inversion.py │ │ │ ├── textual_inversion_1.py │ │ │ ├── textual_inversion_flax.py │ │ │ └── textual_inversion_flax_1.py │ │ ├── onnxruntime │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── text_to_image │ │ │ │ ├── README.md │ │ │ │ ├── README_1.md │ │ │ │ ├── requirements.txt │ │ │ │ ├── requirements_1.txt │ │ │ │ ├── train_text_to_image.py │ │ │ │ └── train_text_to_image_1.py │ │ │ ├── textual_inversion │ │ │ │ ├── README.md │ │ │ │ ├── README_1.md │ │ │ │ ├── requirements.txt │ │ │ │ ├── requirements_1.txt │ │ │ │ ├── textual_inversion.py │ │ │ │ └── textual_inversion_1.py │ │ │ └── unconditional_image_generation │ │ │ │ ├── README.md │ │ │ │ ├── README_1.md │ │ │ │ ├── requirements.txt │ │ │ │ ├── requirements_1.txt │ │ │ │ ├── train_unconditional.py │ │ │ │ └── train_unconditional_1.py │ │ ├── promptdiffusion │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── convert_original_promptdiffusion_to_diffusers.py │ │ │ ├── convert_original_promptdiffusion_to_diffusers_1.py │ │ │ ├── pipeline_prompt_diffusion.py │ │ │ ├── pipeline_prompt_diffusion_1.py │ │ │ ├── promptdiffusioncontrolnet.py │ │ │ └── promptdiffusioncontrolnet_1.py │ │ ├── rdm │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── pipeline_rdm.py │ │ │ ├── pipeline_rdm_1.py │ │ │ ├── retriever.py │ │ │ └── retriever_1.py │ │ ├── realfill │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── infer.py │ │ │ ├── infer_1.py │ │ │ ├── requirements.txt │ │ │ ├── requirements_1.txt │ │ │ ├── train_realfill.py │ │ │ └── train_realfill_1.py │ │ ├── scheduled_huber_loss_training │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── dreambooth │ │ │ │ ├── train_dreambooth.py │ │ │ │ ├── train_dreambooth_1.py │ │ │ │ ├── train_dreambooth_lora.py │ │ │ │ ├── train_dreambooth_lora_1.py │ │ │ │ ├── train_dreambooth_lora_sdxl.py │ │ │ │ └── train_dreambooth_lora_sdxl_1.py │ │ │ └── text_to_image │ │ │ │ ├── train_text_to_image.py │ │ │ │ ├── train_text_to_image_1.py │ │ │ │ ├── train_text_to_image_lora.py │ │ │ │ ├── train_text_to_image_lora_1.py │ │ │ │ ├── train_text_to_image_lora_sdxl.py │ │ │ │ ├── train_text_to_image_lora_sdxl_1.py │ │ │ │ ├── train_text_to_image_sdxl.py │ │ │ │ └── train_text_to_image_sdxl_1.py │ │ ├── sd3_lora_colab │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── compute_embeddings.py │ │ │ ├── compute_embeddings_1.py │ │ │ ├── sd3_dreambooth_lora_16gb.ipynb │ │ │ ├── sd3_dreambooth_lora_16gb_1.ipynb │ │ │ ├── train_dreambooth_lora_sd3_miniature.py │ │ │ └── train_dreambooth_lora_sd3_miniature_1.py │ │ ├── sdxl_flax │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── sdxl_single.py │ │ │ ├── sdxl_single_1.py │ │ │ ├── sdxl_single_aot.py │ │ │ └── sdxl_single_aot_1.py │ │ └── vae │ │ │ ├── README.md │ │ │ ├── README_1.md │ │ │ ├── vae_roundtrip.py │ │ │ └── vae_roundtrip_1.py │ ├── t2i_adapter │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_sdxl.md │ │ ├── README_sdxl_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── test_t2i_adapter.py │ │ ├── test_t2i_adapter_1.py │ │ ├── train_t2i_adapter_sdxl.py │ │ └── train_t2i_adapter_sdxl_1.py │ ├── test_examples_utils.py │ ├── test_examples_utils_1.py │ ├── text_to_image │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_sdxl.md │ │ ├── README_sdxl_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── requirements_flax.txt │ │ ├── requirements_flax_1.txt │ │ ├── requirements_sdxl.txt │ │ ├── requirements_sdxl_1.txt │ │ ├── test_text_to_image.py │ │ ├── test_text_to_image_1.py │ │ ├── test_text_to_image_lora.py │ │ ├── test_text_to_image_lora_1.py │ │ ├── train_text_to_image.py │ │ ├── train_text_to_image_1.py │ │ ├── train_text_to_image_flax.py │ │ ├── train_text_to_image_flax_1.py │ │ ├── train_text_to_image_lora.py │ │ ├── train_text_to_image_lora_1.py │ │ ├── train_text_to_image_lora_sdxl.py │ │ ├── train_text_to_image_lora_sdxl_1.py │ │ ├── train_text_to_image_sdxl.py │ │ └── train_text_to_image_sdxl_1.py │ ├── textual_inversion │ │ ├── README.md │ │ ├── README_1.md │ │ ├── README_sdxl.md │ │ ├── README_sdxl_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── requirements_flax.txt │ │ ├── requirements_flax_1.txt │ │ ├── test_textual_inversion.py │ │ ├── test_textual_inversion_1.py │ │ ├── test_textual_inversion_sdxl.py │ │ ├── test_textual_inversion_sdxl_1.py │ │ ├── textual_inversion.py │ │ ├── textual_inversion_1.py │ │ ├── textual_inversion_flax.py │ │ ├── textual_inversion_flax_1.py │ │ ├── textual_inversion_sdxl.py │ │ └── textual_inversion_sdxl_1.py │ ├── unconditional_image_generation │ │ ├── README.md │ │ ├── README_1.md │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── test_unconditional.py │ │ ├── test_unconditional_1.py │ │ ├── train_unconditional.py │ │ └── train_unconditional_1.py │ ├── vqgan │ │ ├── README.md │ │ ├── README_1.md │ │ ├── discriminator.py │ │ ├── discriminator_1.py │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── test_vqgan.py │ │ ├── test_vqgan_1.py │ │ ├── train_vqgan.py │ │ └── train_vqgan_1.py │ └── wuerstchen │ │ └── text_to_image │ │ ├── README.md │ │ ├── README_1.md │ │ ├── __init__.py │ │ ├── __init___1.py │ │ ├── modeling_efficient_net_encoder.py │ │ ├── modeling_efficient_net_encoder_1.py │ │ ├── requirements.txt │ │ ├── requirements_1.txt │ │ ├── train_text_to_image_lora_prior.py │ │ ├── train_text_to_image_lora_prior_1.py │ │ ├── train_text_to_image_prior.py │ │ └── train_text_to_image_prior_1.py ├── pyproject.toml ├── pyproject_1.toml ├── scripts │ ├── __init__.py │ ├── __init___1.py │ ├── change_naming_configs_and_checkpoints.py │ ├── change_naming_configs_and_checkpoints_1.py │ ├── conversion_ldm_uncond.py │ ├── conversion_ldm_uncond_1.py │ ├── convert_amused.py │ ├── convert_amused_1.py │ ├── convert_animatediff_motion_lora_to_diffusers.py │ ├── convert_animatediff_motion_lora_to_diffusers_1.py │ ├── convert_animatediff_motion_module_to_diffusers.py │ ├── convert_animatediff_motion_module_to_diffusers_1.py │ ├── convert_animatediff_sparsectrl_to_diffusers.py │ ├── convert_asymmetric_vqgan_to_diffusers.py │ ├── convert_asymmetric_vqgan_to_diffusers_1.py │ ├── convert_aura_flow_to_diffusers.py │ ├── convert_blipdiffusion_to_diffusers.py │ ├── convert_blipdiffusion_to_diffusers_1.py │ ├── convert_cogvideox_to_diffusers.py │ ├── convert_consistency_decoder.py │ ├── convert_consistency_decoder_1.py │ ├── convert_consistency_to_diffusers.py │ ├── convert_consistency_to_diffusers_1.py │ ├── convert_dance_diffusion_to_diffusers.py │ ├── convert_dance_diffusion_to_diffusers_1.py │ ├── convert_ddpm_original_checkpoint_to_diffusers.py │ ├── convert_ddpm_original_checkpoint_to_diffusers_1.py │ ├── convert_diffusers_sdxl_lora_to_webui.py │ ├── convert_diffusers_sdxl_lora_to_webui_1.py │ ├── convert_diffusers_to_original_sdxl.py │ ├── convert_diffusers_to_original_sdxl_1.py │ ├── convert_diffusers_to_original_stable_diffusion.py │ ├── convert_diffusers_to_original_stable_diffusion_1.py │ ├── convert_dit_to_diffusers.py │ ├── convert_dit_to_diffusers_1.py │ ├── convert_flux_to_diffusers.py │ ├── convert_gligen_to_diffusers.py │ ├── convert_gligen_to_diffusers_1.py │ ├── convert_hunyuandit_controlnet_to_diffusers.py │ ├── convert_hunyuandit_controlnet_to_diffusers_1.py │ ├── convert_hunyuandit_to_diffusers.py │ ├── convert_hunyuandit_to_diffusers_1.py │ ├── convert_i2vgen_to_diffusers.py │ ├── convert_i2vgen_to_diffusers_1.py │ ├── convert_if.py │ ├── convert_if_1.py │ ├── convert_k_upscaler_to_diffusers.py │ ├── convert_k_upscaler_to_diffusers_1.py │ ├── convert_kakao_brain_unclip_to_diffusers.py │ ├── convert_kakao_brain_unclip_to_diffusers_1.py │ ├── convert_kandinsky3_unet.py │ ├── convert_kandinsky3_unet_1.py │ ├── convert_kandinsky_to_diffusers.py │ ├── convert_kandinsky_to_diffusers_1.py │ ├── convert_ldm_original_checkpoint_to_diffusers.py │ ├── convert_ldm_original_checkpoint_to_diffusers_1.py │ ├── convert_lora_safetensor_to_diffusers.py │ ├── convert_lora_safetensor_to_diffusers_1.py │ ├── convert_lumina_to_diffusers.py │ ├── convert_lumina_to_diffusers_1.py │ ├── convert_models_diffuser_to_diffusers.py │ ├── convert_models_diffuser_to_diffusers_1.py │ ├── convert_ms_text_to_video_to_diffusers.py │ ├── convert_ms_text_to_video_to_diffusers_1.py │ ├── convert_music_spectrogram_to_diffusers.py │ ├── convert_music_spectrogram_to_diffusers_1.py │ ├── convert_ncsnpp_original_checkpoint_to_diffusers.py │ ├── convert_ncsnpp_original_checkpoint_to_diffusers_1.py │ ├── convert_original_audioldm2_to_diffusers.py │ ├── convert_original_audioldm2_to_diffusers_1.py │ ├── convert_original_audioldm_to_diffusers.py │ ├── convert_original_audioldm_to_diffusers_1.py │ ├── convert_original_controlnet_to_diffusers.py │ ├── convert_original_controlnet_to_diffusers_1.py │ ├── convert_original_musicldm_to_diffusers.py │ ├── convert_original_musicldm_to_diffusers_1.py │ ├── convert_original_stable_diffusion_to_diffusers.py │ ├── convert_original_stable_diffusion_to_diffusers_1.py │ ├── convert_original_t2i_adapter.py │ ├── convert_original_t2i_adapter_1.py │ ├── convert_pixart_alpha_to_diffusers.py │ ├── convert_pixart_alpha_to_diffusers_1.py │ ├── convert_pixart_sigma_to_diffusers.py │ ├── convert_pixart_sigma_to_diffusers_1.py │ ├── convert_sd3_to_diffusers.py │ ├── convert_sd3_to_diffusers_1.py │ ├── convert_shap_e_to_diffusers.py │ ├── convert_shap_e_to_diffusers_1.py │ ├── convert_stable_audio.py │ ├── convert_stable_cascade.py │ ├── convert_stable_cascade_1.py │ ├── convert_stable_cascade_lite.py │ ├── convert_stable_cascade_lite_1.py │ ├── convert_stable_diffusion_checkpoint_to_onnx.py │ ├── convert_stable_diffusion_checkpoint_to_onnx_1.py │ ├── convert_stable_diffusion_controlnet_to_onnx.py │ ├── convert_stable_diffusion_controlnet_to_onnx_1.py │ ├── convert_stable_diffusion_controlnet_to_tensorrt.py │ ├── convert_stable_diffusion_controlnet_to_tensorrt_1.py │ ├── convert_svd_to_diffusers.py │ ├── convert_svd_to_diffusers_1.py │ ├── convert_tiny_autoencoder_to_diffusers.py │ ├── convert_tiny_autoencoder_to_diffusers_1.py │ ├── convert_unclip_txt2img_to_image_variation.py │ ├── convert_unclip_txt2img_to_image_variation_1.py │ ├── convert_unidiffuser_to_diffusers.py │ ├── convert_unidiffuser_to_diffusers_1.py │ ├── convert_vae_diff_to_onnx.py │ ├── convert_vae_diff_to_onnx_1.py │ ├── convert_vae_pt_to_diffusers.py │ ├── convert_vae_pt_to_diffusers_1.py │ ├── convert_versatile_diffusion_to_diffusers.py │ ├── convert_versatile_diffusion_to_diffusers_1.py │ ├── convert_vq_diffusion_to_diffusers.py │ ├── convert_vq_diffusion_to_diffusers_1.py │ ├── convert_wuerstchen.py │ ├── convert_wuerstchen_1.py │ ├── convert_zero123_to_diffusers.py │ ├── convert_zero123_to_diffusers_1.py │ ├── generate_logits.py │ ├── generate_logits_1.py │ └── log_reports.py ├── setup.py ├── setup_1.py ├── src │ └── diffusers │ │ ├── __init__.py │ │ ├── callbacks.py │ │ ├── commands │ │ ├── __init__.py │ │ ├── diffusers_cli.py │ │ ├── env.py │ │ └── fp16_safetensors.py │ │ ├── configuration_utils.py │ │ ├── dependency_versions_check.py │ │ ├── dependency_versions_table.py │ │ ├── experimental │ │ ├── README.md │ │ ├── __init__.py │ │ └── rl │ │ │ ├── __init__.py │ │ │ └── value_guided_sampling.py │ │ ├── image_processor.py │ │ ├── loaders │ │ ├── __init__.py │ │ ├── ip_adapter.py │ │ ├── lora_base.py │ │ ├── lora_conversion_utils.py │ │ ├── lora_pipeline.py │ │ ├── peft.py │ │ ├── single_file.py │ │ ├── single_file_model.py │ │ ├── single_file_utils.py │ │ ├── textual_inversion.py │ │ ├── unet.py │ │ ├── unet_loader_utils.py │ │ └── utils.py │ │ ├── models │ │ ├── README.md │ │ ├── __init__.py │ │ ├── activations.py │ │ ├── adapter.py │ │ ├── attention.py │ │ ├── attention_flax.py │ │ ├── attention_processor.py │ │ ├── autoencoders │ │ │ ├── __init__.py │ │ │ ├── autoencoder_asym_kl.py │ │ │ ├── autoencoder_kl.py │ │ │ ├── autoencoder_kl_cogvideox.py │ │ │ ├── autoencoder_kl_temporal_decoder.py │ │ │ ├── autoencoder_oobleck.py │ │ │ ├── autoencoder_tiny.py │ │ │ ├── consistency_decoder_vae.py │ │ │ ├── vae.py │ │ │ └── vq_model.py │ │ ├── controlnet.py │ │ ├── controlnet_flax.py │ │ ├── controlnet_flux.py │ │ ├── controlnet_hunyuan.py │ │ ├── controlnet_sd3.py │ │ ├── controlnet_sparsectrl.py │ │ ├── controlnet_xs.py │ │ ├── downsampling.py │ │ ├── embeddings.py │ │ ├── embeddings_flax.py │ │ ├── lora.py │ │ ├── model_loading_utils.py │ │ ├── modeling_flax_pytorch_utils.py │ │ ├── modeling_flax_utils.py │ │ ├── modeling_outputs.py │ │ ├── modeling_pytorch_flax_utils.py │ │ ├── modeling_utils.py │ │ ├── normalization.py │ │ ├── resnet.py │ │ ├── resnet_flax.py │ │ ├── transformers │ │ │ ├── __init__.py │ │ │ ├── auraflow_transformer_2d.py │ │ │ ├── cogvideox_transformer_3d.py │ │ │ ├── dit_transformer_2d.py │ │ │ ├── dual_transformer_2d.py │ │ │ ├── hunyuan_transformer_2d.py │ │ │ ├── latte_transformer_3d.py │ │ │ ├── lumina_nextdit2d.py │ │ │ ├── pixart_transformer_2d.py │ │ │ ├── prior_transformer.py │ │ │ ├── stable_audio_transformer.py │ │ │ ├── t5_film_transformer.py │ │ │ ├── transformer_2d.py │ │ │ ├── transformer_flux.py │ │ │ ├── transformer_sd3.py │ │ │ └── transformer_temporal.py │ │ ├── unets │ │ │ ├── __init__.py │ │ │ ├── unet_1d.py │ │ │ ├── unet_1d_blocks.py │ │ │ ├── unet_2d.py │ │ │ ├── unet_2d_blocks.py │ │ │ ├── unet_2d_blocks_flax.py │ │ │ ├── unet_2d_condition.py │ │ │ ├── unet_2d_condition_flax.py │ │ │ ├── unet_3d_blocks.py │ │ │ ├── unet_3d_condition.py │ │ │ ├── unet_i2vgen_xl.py │ │ │ ├── unet_kandinsky3.py │ │ │ ├── unet_motion_model.py │ │ │ ├── unet_spatio_temporal_condition.py │ │ │ ├── unet_stable_cascade.py │ │ │ └── uvit_2d.py │ │ ├── upsampling.py │ │ ├── vae_flax.py │ │ └── vq_model.py │ │ ├── optimization.py │ │ ├── pipelines │ │ ├── README.md │ │ ├── __init__.py │ │ ├── amused │ │ │ ├── __init__.py │ │ │ ├── pipeline_amused.py │ │ │ ├── pipeline_amused_img2img.py │ │ │ └── pipeline_amused_inpaint.py │ │ ├── animatediff │ │ │ ├── __init__.py │ │ │ ├── pipeline_animatediff.py │ │ │ ├── pipeline_animatediff_controlnet.py │ │ │ ├── pipeline_animatediff_sdxl.py │ │ │ ├── pipeline_animatediff_sparsectrl.py │ │ │ ├── pipeline_animatediff_video2video.py │ │ │ ├── pipeline_animatediff_video2video_controlnet.py │ │ │ └── pipeline_output.py │ │ ├── audioldm │ │ │ ├── __init__.py │ │ │ └── pipeline_audioldm.py │ │ ├── audioldm2 │ │ │ ├── __init__.py │ │ │ ├── modeling_audioldm2.py │ │ │ └── pipeline_audioldm2.py │ │ ├── aura_flow │ │ │ ├── __init__.py │ │ │ └── pipeline_aura_flow.py │ │ ├── auto_pipeline.py │ │ ├── blip_diffusion │ │ │ ├── __init__.py │ │ │ ├── blip_image_processing.py │ │ │ ├── modeling_blip2.py │ │ │ ├── modeling_ctx_clip.py │ │ │ └── pipeline_blip_diffusion.py │ │ ├── cogvideo │ │ │ ├── __init__.py │ │ │ ├── pipeline_cogvideox.py │ │ │ ├── pipeline_cogvideox_video2video.py │ │ │ └── pipeline_output.py │ │ ├── consistency_models │ │ │ ├── __init__.py │ │ │ └── pipeline_consistency_models.py │ │ ├── controlnet │ │ │ ├── __init__.py │ │ │ ├── multicontrolnet.py │ │ │ ├── pipeline_controlnet.py │ │ │ ├── pipeline_controlnet_blip_diffusion.py │ │ │ ├── pipeline_controlnet_img2img.py │ │ │ ├── pipeline_controlnet_inpaint.py │ │ │ ├── pipeline_controlnet_inpaint_sd_xl.py │ │ │ ├── pipeline_controlnet_sd_xl.py │ │ │ ├── pipeline_controlnet_sd_xl_img2img.py │ │ │ └── pipeline_flax_controlnet.py │ │ ├── controlnet_hunyuandit │ │ │ ├── __init__.py │ │ │ └── pipeline_hunyuandit_controlnet.py │ │ ├── controlnet_sd3 │ │ │ ├── __init__.py │ │ │ ├── pipeline_stable_diffusion_3_controlnet.py │ │ │ └── pipeline_stable_diffusion_3_controlnet_inpainting.py │ │ ├── controlnet_xs │ │ │ ├── __init__.py │ │ │ ├── pipeline_controlnet_xs.py │ │ │ └── pipeline_controlnet_xs_sd_xl.py │ │ ├── dance_diffusion │ │ │ ├── __init__.py │ │ │ └── pipeline_dance_diffusion.py │ │ ├── ddim │ │ │ ├── __init__.py │ │ │ └── pipeline_ddim.py │ │ ├── ddpm │ │ │ ├── __init__.py │ │ │ └── pipeline_ddpm.py │ │ ├── deepfloyd_if │ │ │ ├── __init__.py │ │ │ ├── pipeline_if.py │ │ │ ├── pipeline_if_img2img.py │ │ │ ├── pipeline_if_img2img_superresolution.py │ │ │ ├── pipeline_if_inpainting.py │ │ │ ├── pipeline_if_inpainting_superresolution.py │ │ │ ├── pipeline_if_superresolution.py │ │ │ ├── pipeline_output.py │ │ │ ├── safety_checker.py │ │ │ ├── timesteps.py │ │ │ └── watermark.py │ │ ├── deprecated │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── alt_diffusion │ │ │ │ ├── __init__.py │ │ │ │ ├── modeling_roberta_series.py │ │ │ │ ├── pipeline_alt_diffusion.py │ │ │ │ ├── pipeline_alt_diffusion_img2img.py │ │ │ │ └── pipeline_output.py │ │ │ ├── audio_diffusion │ │ │ │ ├── __init__.py │ │ │ │ ├── mel.py │ │ │ │ └── pipeline_audio_diffusion.py │ │ │ ├── latent_diffusion_uncond │ │ │ │ ├── __init__.py │ │ │ │ └── pipeline_latent_diffusion_uncond.py │ │ │ ├── pndm │ │ │ │ ├── __init__.py │ │ │ │ └── pipeline_pndm.py │ │ │ ├── repaint │ │ │ │ ├── __init__.py │ │ │ │ └── pipeline_repaint.py │ │ │ ├── score_sde_ve │ │ │ │ ├── __init__.py │ │ │ │ └── pipeline_score_sde_ve.py │ │ │ ├── spectrogram_diffusion │ │ │ │ ├── __init__.py │ │ │ │ ├── continuous_encoder.py │ │ │ │ ├── midi_utils.py │ │ │ │ ├── notes_encoder.py │ │ │ │ └── pipeline_spectrogram_diffusion.py │ │ │ ├── stable_diffusion_variants │ │ │ │ ├── __init__.py │ │ │ │ ├── pipeline_cycle_diffusion.py │ │ │ │ ├── pipeline_onnx_stable_diffusion_inpaint_legacy.py │ │ │ │ ├── pipeline_stable_diffusion_inpaint_legacy.py │ │ │ │ ├── pipeline_stable_diffusion_model_editing.py │ │ │ │ ├── pipeline_stable_diffusion_paradigms.py │ │ │ │ └── pipeline_stable_diffusion_pix2pix_zero.py │ │ │ ├── stochastic_karras_ve │ │ │ │ ├── __init__.py │ │ │ │ └── pipeline_stochastic_karras_ve.py │ │ │ ├── versatile_diffusion │ │ │ │ ├── __init__.py │ │ │ │ ├── modeling_text_unet.py │ │ │ │ ├── pipeline_versatile_diffusion.py │ │ │ │ ├── pipeline_versatile_diffusion_dual_guided.py │ │ │ │ ├── pipeline_versatile_diffusion_image_variation.py │ │ │ │ └── pipeline_versatile_diffusion_text_to_image.py │ │ │ └── vq_diffusion │ │ │ │ ├── __init__.py │ │ │ │ └── pipeline_vq_diffusion.py │ │ ├── dit │ │ │ ├── __init__.py │ │ │ └── pipeline_dit.py │ │ ├── flux │ │ │ ├── __init__.py │ │ │ ├── pipeline_flux.py │ │ │ ├── pipeline_flux_controlnet.py │ │ │ ├── pipeline_flux_img2img.py │ │ │ ├── pipeline_flux_inpaint.py │ │ │ └── pipeline_output.py │ │ ├── free_init_utils.py │ │ ├── free_noise_utils.py │ │ ├── hunyuandit │ │ │ ├── __init__.py │ │ │ └── pipeline_hunyuandit.py │ │ ├── i2vgen_xl │ │ │ ├── __init__.py │ │ │ └── pipeline_i2vgen_xl.py │ │ ├── kandinsky │ │ │ ├── __init__.py │ │ │ ├── pipeline_kandinsky.py │ │ │ ├── pipeline_kandinsky_combined.py │ │ │ ├── pipeline_kandinsky_img2img.py │ │ │ ├── pipeline_kandinsky_inpaint.py │ │ │ ├── pipeline_kandinsky_prior.py │ │ │ └── text_encoder.py │ │ ├── kandinsky2_2 │ │ │ ├── __init__.py │ │ │ ├── pipeline_kandinsky2_2.py │ │ │ ├── pipeline_kandinsky2_2_combined.py │ │ │ ├── pipeline_kandinsky2_2_controlnet.py │ │ │ ├── pipeline_kandinsky2_2_controlnet_img2img.py │ │ │ ├── pipeline_kandinsky2_2_img2img.py │ │ │ ├── pipeline_kandinsky2_2_inpainting.py │ │ │ ├── pipeline_kandinsky2_2_prior.py │ │ │ └── pipeline_kandinsky2_2_prior_emb2emb.py │ │ ├── kandinsky3 │ │ │ ├── __init__.py │ │ │ ├── convert_kandinsky3_unet.py │ │ │ ├── pipeline_kandinsky3.py │ │ │ └── pipeline_kandinsky3_img2img.py │ │ ├── kolors │ │ │ ├── __init__.py │ │ │ ├── pipeline_kolors.py │ │ │ ├── pipeline_kolors_img2img.py │ │ │ ├── pipeline_output.py │ │ │ ├── text_encoder.py │ │ │ └── tokenizer.py │ │ ├── latent_consistency_models │ │ │ ├── __init__.py │ │ │ ├── pipeline_latent_consistency_img2img.py │ │ │ └── pipeline_latent_consistency_text2img.py │ │ ├── latent_diffusion │ │ │ ├── __init__.py │ │ │ ├── pipeline_latent_diffusion.py │ │ │ └── pipeline_latent_diffusion_superresolution.py │ │ ├── latte │ │ │ ├── __init__.py │ │ │ └── pipeline_latte.py │ │ ├── ledits_pp │ │ │ ├── __init__.py │ │ │ ├── pipeline_leditspp_stable_diffusion.py │ │ │ ├── pipeline_leditspp_stable_diffusion_xl.py │ │ │ └── pipeline_output.py │ │ ├── lumina │ │ │ ├── __init__.py │ │ │ └── pipeline_lumina.py │ │ ├── marigold │ │ │ ├── __init__.py │ │ │ ├── marigold_image_processing.py │ │ │ ├── pipeline_marigold_depth.py │ │ │ └── pipeline_marigold_normals.py │ │ ├── musicldm │ │ │ ├── __init__.py │ │ │ └── pipeline_musicldm.py │ │ ├── onnx_utils.py │ │ ├── pag │ │ │ ├── __init__.py │ │ │ ├── pag_utils.py │ │ │ ├── pipeline_pag_controlnet_sd.py │ │ │ ├── pipeline_pag_controlnet_sd_xl.py │ │ │ ├── pipeline_pag_controlnet_sd_xl_img2img.py │ │ │ ├── pipeline_pag_hunyuandit.py │ │ │ ├── pipeline_pag_kolors.py │ │ │ ├── pipeline_pag_pixart_sigma.py │ │ │ ├── pipeline_pag_sd.py │ │ │ ├── pipeline_pag_sd_3.py │ │ │ ├── pipeline_pag_sd_animatediff.py │ │ │ ├── pipeline_pag_sd_xl.py │ │ │ ├── pipeline_pag_sd_xl_img2img.py │ │ │ └── pipeline_pag_sd_xl_inpaint.py │ │ ├── paint_by_example │ │ │ ├── __init__.py │ │ │ ├── image_encoder.py │ │ │ └── pipeline_paint_by_example.py │ │ ├── pia │ │ │ ├── __init__.py │ │ │ └── pipeline_pia.py │ │ ├── pipeline_flax_utils.py │ │ ├── pipeline_loading_utils.py │ │ ├── pipeline_utils.py │ │ ├── pixart_alpha │ │ │ ├── __init__.py │ │ │ ├── pipeline_pixart_alpha.py │ │ │ └── pipeline_pixart_sigma.py │ │ ├── semantic_stable_diffusion │ │ │ ├── __init__.py │ │ │ ├── pipeline_output.py │ │ │ └── pipeline_semantic_stable_diffusion.py │ │ ├── shap_e │ │ │ ├── __init__.py │ │ │ ├── camera.py │ │ │ ├── pipeline_shap_e.py │ │ │ ├── pipeline_shap_e_img2img.py │ │ │ └── renderer.py │ │ ├── stable_audio │ │ │ ├── __init__.py │ │ │ ├── modeling_stable_audio.py │ │ │ └── pipeline_stable_audio.py │ │ ├── stable_cascade │ │ │ ├── __init__.py │ │ │ ├── pipeline_stable_cascade.py │ │ │ ├── pipeline_stable_cascade_combined.py │ │ │ └── pipeline_stable_cascade_prior.py │ │ ├── stable_diffusion │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── clip_image_project_model.py │ │ │ ├── convert_from_ckpt.py │ │ │ ├── pipeline_flax_stable_diffusion.py │ │ │ ├── pipeline_flax_stable_diffusion_img2img.py │ │ │ ├── pipeline_flax_stable_diffusion_inpaint.py │ │ │ ├── pipeline_onnx_stable_diffusion.py │ │ │ ├── pipeline_onnx_stable_diffusion_img2img.py │ │ │ ├── pipeline_onnx_stable_diffusion_inpaint.py │ │ │ ├── pipeline_onnx_stable_diffusion_upscale.py │ │ │ ├── pipeline_output.py │ │ │ ├── pipeline_stable_diffusion.py │ │ │ ├── pipeline_stable_diffusion_depth2img.py │ │ │ ├── pipeline_stable_diffusion_image_variation.py │ │ │ ├── pipeline_stable_diffusion_img2img.py │ │ │ ├── pipeline_stable_diffusion_inpaint.py │ │ │ ├── pipeline_stable_diffusion_instruct_pix2pix.py │ │ │ ├── pipeline_stable_diffusion_latent_upscale.py │ │ │ ├── pipeline_stable_diffusion_upscale.py │ │ │ ├── pipeline_stable_unclip.py │ │ │ ├── pipeline_stable_unclip_img2img.py │ │ │ ├── safety_checker.py │ │ │ ├── safety_checker_flax.py │ │ │ └── stable_unclip_image_normalizer.py │ │ ├── stable_diffusion_3 │ │ │ ├── __init__.py │ │ │ ├── pipeline_output.py │ │ │ ├── pipeline_stable_diffusion_3.py │ │ │ ├── pipeline_stable_diffusion_3_img2img.py │ │ │ └── pipeline_stable_diffusion_3_inpaint.py │ │ ├── stable_diffusion_attend_and_excite │ │ │ ├── __init__.py │ │ │ └── pipeline_stable_diffusion_attend_and_excite.py │ │ ├── stable_diffusion_diffedit │ │ │ ├── __init__.py │ │ │ └── pipeline_stable_diffusion_diffedit.py │ │ ├── stable_diffusion_gligen │ │ │ ├── __init__.py │ │ │ ├── pipeline_stable_diffusion_gligen.py │ │ │ └── pipeline_stable_diffusion_gligen_text_image.py │ │ ├── stable_diffusion_k_diffusion │ │ │ ├── __init__.py │ │ │ ├── pipeline_stable_diffusion_k_diffusion.py │ │ │ └── pipeline_stable_diffusion_xl_k_diffusion.py │ │ ├── stable_diffusion_ldm3d │ │ │ ├── __init__.py │ │ │ └── pipeline_stable_diffusion_ldm3d.py │ │ ├── stable_diffusion_panorama │ │ │ ├── __init__.py │ │ │ └── pipeline_stable_diffusion_panorama.py │ │ ├── stable_diffusion_safe │ │ │ ├── __init__.py │ │ │ ├── pipeline_output.py │ │ │ ├── pipeline_stable_diffusion_safe.py │ │ │ └── safety_checker.py │ │ ├── stable_diffusion_sag │ │ │ ├── __init__.py │ │ │ └── pipeline_stable_diffusion_sag.py │ │ ├── stable_diffusion_xl │ │ │ ├── __init__.py │ │ │ ├── pipeline_flax_stable_diffusion_xl.py │ │ │ ├── pipeline_output.py │ │ │ ├── pipeline_stable_diffusion_xl.py │ │ │ ├── pipeline_stable_diffusion_xl_img2img.py │ │ │ ├── pipeline_stable_diffusion_xl_inpaint.py │ │ │ ├── pipeline_stable_diffusion_xl_instruct_pix2pix.py │ │ │ └── watermark.py │ │ ├── stable_video_diffusion │ │ │ ├── __init__.py │ │ │ └── pipeline_stable_video_diffusion.py │ │ ├── t2i_adapter │ │ │ ├── __init__.py │ │ │ ├── pipeline_stable_diffusion_adapter.py │ │ │ └── pipeline_stable_diffusion_xl_adapter.py │ │ ├── text_to_video_synthesis │ │ │ ├── __init__.py │ │ │ ├── pipeline_output.py │ │ │ ├── pipeline_text_to_video_synth.py │ │ │ ├── pipeline_text_to_video_synth_img2img.py │ │ │ ├── pipeline_text_to_video_zero.py │ │ │ └── pipeline_text_to_video_zero_sdxl.py │ │ ├── unclip │ │ │ ├── __init__.py │ │ │ ├── pipeline_unclip.py │ │ │ ├── pipeline_unclip_image_variation.py │ │ │ └── text_proj.py │ │ ├── unidiffuser │ │ │ ├── __init__.py │ │ │ ├── modeling_text_decoder.py │ │ │ ├── modeling_uvit.py │ │ │ └── pipeline_unidiffuser.py │ │ └── wuerstchen │ │ │ ├── __init__.py │ │ │ ├── modeling_paella_vq_model.py │ │ │ ├── modeling_wuerstchen_common.py │ │ │ ├── modeling_wuerstchen_diffnext.py │ │ │ ├── modeling_wuerstchen_prior.py │ │ │ ├── pipeline_wuerstchen.py │ │ │ ├── pipeline_wuerstchen_combined.py │ │ │ └── pipeline_wuerstchen_prior.py │ │ ├── py.typed │ │ ├── schedulers │ │ ├── README.md │ │ ├── __init__.py │ │ ├── deprecated │ │ │ ├── __init__.py │ │ │ ├── scheduling_karras_ve.py │ │ │ └── scheduling_sde_vp.py │ │ ├── scheduling_amused.py │ │ ├── scheduling_consistency_decoder.py │ │ ├── scheduling_consistency_models.py │ │ ├── scheduling_cosine_dpmsolver_multistep.py │ │ ├── scheduling_ddim.py │ │ ├── scheduling_ddim_cogvideox.py │ │ ├── scheduling_ddim_flax.py │ │ ├── scheduling_ddim_inverse.py │ │ ├── scheduling_ddim_parallel.py │ │ ├── scheduling_ddpm.py │ │ ├── scheduling_ddpm_flax.py │ │ ├── scheduling_ddpm_parallel.py │ │ ├── scheduling_ddpm_wuerstchen.py │ │ ├── scheduling_deis_multistep.py │ │ ├── scheduling_dpm_cogvideox.py │ │ ├── scheduling_dpmsolver_multistep.py │ │ ├── scheduling_dpmsolver_multistep_flax.py │ │ ├── scheduling_dpmsolver_multistep_inverse.py │ │ ├── scheduling_dpmsolver_sde.py │ │ ├── scheduling_dpmsolver_singlestep.py │ │ ├── scheduling_edm_dpmsolver_multistep.py │ │ ├── scheduling_edm_euler.py │ │ ├── scheduling_euler_ancestral_discrete.py │ │ ├── scheduling_euler_discrete.py │ │ ├── scheduling_euler_discrete_flax.py │ │ ├── scheduling_flow_match_euler_discrete.py │ │ ├── scheduling_flow_match_heun_discrete.py │ │ ├── scheduling_heun_discrete.py │ │ ├── scheduling_ipndm.py │ │ ├── scheduling_k_dpm_2_ancestral_discrete.py │ │ ├── scheduling_k_dpm_2_discrete.py │ │ ├── scheduling_karras_ve_flax.py │ │ ├── scheduling_lcm.py │ │ ├── scheduling_lms_discrete.py │ │ ├── scheduling_lms_discrete_flax.py │ │ ├── scheduling_pndm.py │ │ ├── scheduling_pndm_flax.py │ │ ├── scheduling_repaint.py │ │ ├── scheduling_sasolver.py │ │ ├── scheduling_sde_ve.py │ │ ├── scheduling_sde_ve_flax.py │ │ ├── scheduling_tcd.py │ │ ├── scheduling_unclip.py │ │ ├── scheduling_unipc_multistep.py │ │ ├── scheduling_utils.py │ │ ├── scheduling_utils_flax.py │ │ └── scheduling_vq_diffusion.py │ │ ├── training_utils.py │ │ ├── utils │ │ ├── __init__.py │ │ ├── accelerate_utils.py │ │ ├── constants.py │ │ ├── deprecation_utils.py │ │ ├── doc_utils.py │ │ ├── dummy_flax_and_transformers_objects.py │ │ ├── dummy_flax_objects.py │ │ ├── dummy_note_seq_objects.py │ │ ├── dummy_onnx_objects.py │ │ ├── dummy_pt_objects.py │ │ ├── dummy_torch_and_librosa_objects.py │ │ ├── dummy_torch_and_scipy_objects.py │ │ ├── dummy_torch_and_torchsde_objects.py │ │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.py │ │ ├── dummy_torch_and_transformers_and_onnx_objects.py │ │ ├── dummy_torch_and_transformers_and_sentencepiece_objects.py │ │ ├── dummy_torch_and_transformers_objects.py │ │ ├── dummy_transformers_and_torch_and_note_seq_objects.py │ │ ├── dynamic_modules_utils.py │ │ ├── export_utils.py │ │ ├── hub_utils.py │ │ ├── import_utils.py │ │ ├── loading_utils.py │ │ ├── logging.py │ │ ├── model_card_template.md │ │ ├── outputs.py │ │ ├── peft_utils.py │ │ ├── pil_utils.py │ │ ├── state_dict_utils.py │ │ ├── testing_utils.py │ │ ├── torch_utils.py │ │ └── versions.py │ │ └── video_processor.py ├── tests │ ├── __init__.py │ ├── __init___1.py │ ├── conftest.py │ ├── conftest_1.py │ ├── fixtures │ │ ├── custom_pipeline │ │ │ ├── pipeline.py │ │ │ ├── pipeline_1.py │ │ │ ├── what_ever.py │ │ │ └── what_ever_1.py │ │ ├── elise_format0.mid │ │ └── elise_format0_1.mid │ ├── lora │ │ ├── test_lora_layers_flux.py │ │ ├── test_lora_layers_sd.py │ │ ├── test_lora_layers_sd3.py │ │ ├── test_lora_layers_sd3_1.py │ │ ├── test_lora_layers_sd_1.py │ │ ├── test_lora_layers_sdxl.py │ │ ├── test_lora_layers_sdxl_1.py │ │ ├── utils.py │ │ └── utils_1.py │ ├── models │ │ ├── __init__.py │ │ ├── __init___1.py │ │ ├── autoencoders │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_models_vae.py │ │ │ ├── test_models_vae_1.py │ │ │ ├── test_models_vae_flax.py │ │ │ ├── test_models_vae_flax_1.py │ │ │ ├── test_models_vq.py │ │ │ └── test_models_vq_1.py │ │ ├── test_activations.py │ │ ├── test_activations_1.py │ │ ├── test_attention_processor.py │ │ ├── test_attention_processor_1.py │ │ ├── test_layers_utils.py │ │ ├── test_layers_utils_1.py │ │ ├── test_modeling_common.py │ │ ├── test_modeling_common_1.py │ │ ├── test_modeling_common_flax.py │ │ ├── test_modeling_common_flax_1.py │ │ ├── transformers │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_models_dit_transformer2d.py │ │ │ ├── test_models_dit_transformer2d_1.py │ │ │ ├── test_models_pixart_transformer2d.py │ │ │ ├── test_models_pixart_transformer2d_1.py │ │ │ ├── test_models_prior.py │ │ │ ├── test_models_prior_1.py │ │ │ ├── test_models_transformer_aura_flow.py │ │ │ ├── test_models_transformer_cogvideox.py │ │ │ ├── test_models_transformer_flux.py │ │ │ ├── test_models_transformer_hunyuan_dit.py │ │ │ ├── test_models_transformer_latte.py │ │ │ ├── test_models_transformer_lumina.py │ │ │ ├── test_models_transformer_sd3.py │ │ │ ├── test_models_transformer_sd3_1.py │ │ │ └── test_models_transformer_temporal.py │ │ └── unets │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_models_unet_1d.py │ │ │ ├── test_models_unet_1d_1.py │ │ │ ├── test_models_unet_2d.py │ │ │ ├── test_models_unet_2d_1.py │ │ │ ├── test_models_unet_2d_condition.py │ │ │ ├── test_models_unet_2d_condition_1.py │ │ │ ├── test_models_unet_2d_flax.py │ │ │ ├── test_models_unet_2d_flax_1.py │ │ │ ├── test_models_unet_3d_condition.py │ │ │ ├── test_models_unet_3d_condition_1.py │ │ │ ├── test_models_unet_controlnetxs.py │ │ │ ├── test_models_unet_controlnetxs_1.py │ │ │ ├── test_models_unet_motion.py │ │ │ ├── test_models_unet_motion_1.py │ │ │ ├── test_models_unet_spatiotemporal.py │ │ │ ├── test_models_unet_spatiotemporal_1.py │ │ │ ├── test_unet_2d_blocks.py │ │ │ ├── test_unet_2d_blocks_1.py │ │ │ ├── test_unet_blocks_common.py │ │ │ └── test_unet_blocks_common_1.py │ ├── others │ │ ├── test_check_copies.py │ │ ├── test_check_copies_1.py │ │ ├── test_check_dummies.py │ │ ├── test_check_dummies_1.py │ │ ├── test_config.py │ │ ├── test_config_1.py │ │ ├── test_dependencies.py │ │ ├── test_dependencies_1.py │ │ ├── test_ema.py │ │ ├── test_ema_1.py │ │ ├── test_hub_utils.py │ │ ├── test_hub_utils_1.py │ │ ├── test_image_processor.py │ │ ├── test_image_processor_1.py │ │ ├── test_outputs.py │ │ ├── test_outputs_1.py │ │ ├── test_training.py │ │ ├── test_training_1.py │ │ ├── test_utils.py │ │ ├── test_utils_1.py │ │ ├── test_video_processor.py │ │ └── test_video_processor_1.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __init___1.py │ │ ├── amused │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_amused.py │ │ │ ├── test_amused_1.py │ │ │ ├── test_amused_img2img.py │ │ │ ├── test_amused_img2img_1.py │ │ │ ├── test_amused_inpaint.py │ │ │ └── test_amused_inpaint_1.py │ │ ├── animatediff │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_animatediff.py │ │ │ ├── test_animatediff_1.py │ │ │ ├── test_animatediff_controlnet.py │ │ │ ├── test_animatediff_sdxl.py │ │ │ ├── test_animatediff_sdxl_1.py │ │ │ ├── test_animatediff_sparsectrl.py │ │ │ ├── test_animatediff_video2video.py │ │ │ ├── test_animatediff_video2video_1.py │ │ │ └── test_animatediff_video2video_controlnet.py │ │ ├── audioldm │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_audioldm.py │ │ │ └── test_audioldm_1.py │ │ ├── audioldm2 │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_audioldm2.py │ │ │ └── test_audioldm2_1.py │ │ ├── aura_flow │ │ │ ├── __init__.py │ │ │ └── test_pipeline_aura_flow.py │ │ ├── blipdiffusion │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_blipdiffusion.py │ │ │ └── test_blipdiffusion_1.py │ │ ├── cogvideo │ │ │ ├── __init__.py │ │ │ ├── test_cogvideox.py │ │ │ └── test_cogvideox_video2video.py │ │ ├── consistency_models │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_consistency_models.py │ │ │ └── test_consistency_models_1.py │ │ ├── controlnet │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_controlnet.py │ │ │ ├── test_controlnet_1.py │ │ │ ├── test_controlnet_blip_diffusion.py │ │ │ ├── test_controlnet_blip_diffusion_1.py │ │ │ ├── test_controlnet_img2img.py │ │ │ ├── test_controlnet_img2img_1.py │ │ │ ├── test_controlnet_inpaint.py │ │ │ ├── test_controlnet_inpaint_1.py │ │ │ ├── test_controlnet_inpaint_sdxl.py │ │ │ ├── test_controlnet_inpaint_sdxl_1.py │ │ │ ├── test_controlnet_sdxl.py │ │ │ ├── test_controlnet_sdxl_1.py │ │ │ ├── test_controlnet_sdxl_img2img.py │ │ │ ├── test_controlnet_sdxl_img2img_1.py │ │ │ ├── test_flax_controlnet.py │ │ │ └── test_flax_controlnet_1.py │ │ ├── controlnet_flux │ │ │ ├── __init__.py │ │ │ └── test_controlnet_flux.py │ │ ├── controlnet_hunyuandit │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_controlnet_hunyuandit.py │ │ │ └── test_controlnet_hunyuandit_1.py │ │ ├── controlnet_sd3 │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_controlnet_inpaint_sd3.py │ │ │ ├── test_controlnet_sd3.py │ │ │ └── test_controlnet_sd3_1.py │ │ ├── controlnet_xs │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_controlnetxs.py │ │ │ ├── test_controlnetxs_1.py │ │ │ ├── test_controlnetxs_sdxl.py │ │ │ └── test_controlnetxs_sdxl_1.py │ │ ├── dance_diffusion │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_dance_diffusion.py │ │ │ └── test_dance_diffusion_1.py │ │ ├── ddim │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_ddim.py │ │ │ └── test_ddim_1.py │ │ ├── ddpm │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_ddpm.py │ │ │ └── test_ddpm_1.py │ │ ├── deepfloyd_if │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_if.py │ │ │ ├── test_if_1.py │ │ │ ├── test_if_img2img.py │ │ │ ├── test_if_img2img_1.py │ │ │ ├── test_if_img2img_superresolution.py │ │ │ ├── test_if_img2img_superresolution_1.py │ │ │ ├── test_if_inpainting.py │ │ │ ├── test_if_inpainting_1.py │ │ │ ├── test_if_inpainting_superresolution.py │ │ │ ├── test_if_inpainting_superresolution_1.py │ │ │ ├── test_if_superresolution.py │ │ │ └── test_if_superresolution_1.py │ │ ├── dit │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_dit.py │ │ │ └── test_dit_1.py │ │ ├── flux │ │ │ ├── __init__.py │ │ │ ├── test_pipeline_flux.py │ │ │ ├── test_pipeline_flux_img2img.py │ │ │ └── test_pipeline_flux_inpaint.py │ │ ├── hunyuan_dit │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_hunyuan_dit.py │ │ │ └── test_hunyuan_dit_1.py │ │ ├── i2vgen_xl │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_i2vgenxl.py │ │ │ └── test_i2vgenxl_1.py │ │ ├── ip_adapters │ │ │ ├── test_ip_adapter_stable_diffusion.py │ │ │ └── test_ip_adapter_stable_diffusion_1.py │ │ ├── kandinsky │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_kandinsky.py │ │ │ ├── test_kandinsky_1.py │ │ │ ├── test_kandinsky_combined.py │ │ │ ├── test_kandinsky_combined_1.py │ │ │ ├── test_kandinsky_img2img.py │ │ │ ├── test_kandinsky_img2img_1.py │ │ │ ├── test_kandinsky_inpaint.py │ │ │ ├── test_kandinsky_inpaint_1.py │ │ │ ├── test_kandinsky_prior.py │ │ │ └── test_kandinsky_prior_1.py │ │ ├── kandinsky2_2 │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_kandinsky.py │ │ │ ├── test_kandinsky_1.py │ │ │ ├── test_kandinsky_combined.py │ │ │ ├── test_kandinsky_combined_1.py │ │ │ ├── test_kandinsky_controlnet.py │ │ │ ├── test_kandinsky_controlnet_1.py │ │ │ ├── test_kandinsky_controlnet_img2img.py │ │ │ ├── test_kandinsky_controlnet_img2img_1.py │ │ │ ├── test_kandinsky_img2img.py │ │ │ ├── test_kandinsky_img2img_1.py │ │ │ ├── test_kandinsky_inpaint.py │ │ │ ├── test_kandinsky_inpaint_1.py │ │ │ ├── test_kandinsky_prior.py │ │ │ ├── test_kandinsky_prior_1.py │ │ │ ├── test_kandinsky_prior_emb2emb.py │ │ │ └── test_kandinsky_prior_emb2emb_1.py │ │ ├── kandinsky3 │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_kandinsky3.py │ │ │ ├── test_kandinsky3_1.py │ │ │ ├── test_kandinsky3_img2img.py │ │ │ └── test_kandinsky3_img2img_1.py │ │ ├── kolors │ │ │ ├── __init__.py │ │ │ ├── test_kolors.py │ │ │ └── test_kolors_img2img.py │ │ ├── latent_consistency_models │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_latent_consistency_models.py │ │ │ ├── test_latent_consistency_models_1.py │ │ │ ├── test_latent_consistency_models_img2img.py │ │ │ └── test_latent_consistency_models_img2img_1.py │ │ ├── latent_diffusion │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_latent_diffusion.py │ │ │ ├── test_latent_diffusion_1.py │ │ │ ├── test_latent_diffusion_superresolution.py │ │ │ └── test_latent_diffusion_superresolution_1.py │ │ ├── latte │ │ │ ├── __init__.py │ │ │ └── test_latte.py │ │ ├── ledits_pp │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_ledits_pp_stable_diffusion.py │ │ │ ├── test_ledits_pp_stable_diffusion_1.py │ │ │ ├── test_ledits_pp_stable_diffusion_xl.py │ │ │ └── test_ledits_pp_stable_diffusion_xl_1.py │ │ ├── lumina │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_lumina_nextdit.py │ │ │ └── test_lumina_nextdit_1.py │ │ ├── marigold │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_marigold_depth.py │ │ │ ├── test_marigold_depth_1.py │ │ │ ├── test_marigold_normals.py │ │ │ └── test_marigold_normals_1.py │ │ ├── musicldm │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_musicldm.py │ │ │ └── test_musicldm_1.py │ │ ├── pag │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_pag_animatediff.py │ │ │ ├── test_pag_controlnet_sd.py │ │ │ ├── test_pag_controlnet_sdxl.py │ │ │ ├── test_pag_controlnet_sdxl_1.py │ │ │ ├── test_pag_controlnet_sdxl_img2img.py │ │ │ ├── test_pag_hunyuan_dit.py │ │ │ ├── test_pag_kolors.py │ │ │ ├── test_pag_pixart_sigma.py │ │ │ ├── test_pag_sd.py │ │ │ ├── test_pag_sd3.py │ │ │ ├── test_pag_sd_1.py │ │ │ ├── test_pag_sdxl.py │ │ │ ├── test_pag_sdxl_1.py │ │ │ ├── test_pag_sdxl_img2img.py │ │ │ ├── test_pag_sdxl_img2img_1.py │ │ │ ├── test_pag_sdxl_inpaint.py │ │ │ └── test_pag_sdxl_inpaint_1.py │ │ ├── paint_by_example │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_paint_by_example.py │ │ │ └── test_paint_by_example_1.py │ │ ├── pia │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_pia.py │ │ │ └── test_pia_1.py │ │ ├── pipeline_params.py │ │ ├── pipeline_params_1.py │ │ ├── pixart_alpha │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_pixart.py │ │ │ └── test_pixart_1.py │ │ ├── pixart_sigma │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_pixart.py │ │ │ └── test_pixart_1.py │ │ ├── pndm │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_pndm.py │ │ │ └── test_pndm_1.py │ │ ├── semantic_stable_diffusion │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_semantic_diffusion.py │ │ │ └── test_semantic_diffusion_1.py │ │ ├── shap_e │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_shap_e.py │ │ │ ├── test_shap_e_1.py │ │ │ ├── test_shap_e_img2img.py │ │ │ └── test_shap_e_img2img_1.py │ │ ├── stable_audio │ │ │ ├── __init__.py │ │ │ └── test_stable_audio.py │ │ ├── stable_cascade │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_cascade_combined.py │ │ │ ├── test_stable_cascade_combined_1.py │ │ │ ├── test_stable_cascade_decoder.py │ │ │ ├── test_stable_cascade_decoder_1.py │ │ │ ├── test_stable_cascade_prior.py │ │ │ └── test_stable_cascade_prior_1.py │ │ ├── stable_diffusion │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_onnx_stable_diffusion.py │ │ │ ├── test_onnx_stable_diffusion_1.py │ │ │ ├── test_onnx_stable_diffusion_img2img.py │ │ │ ├── test_onnx_stable_diffusion_img2img_1.py │ │ │ ├── test_onnx_stable_diffusion_inpaint.py │ │ │ ├── test_onnx_stable_diffusion_inpaint_1.py │ │ │ ├── test_onnx_stable_diffusion_upscale.py │ │ │ ├── test_onnx_stable_diffusion_upscale_1.py │ │ │ ├── test_stable_diffusion.py │ │ │ ├── test_stable_diffusion_1.py │ │ │ ├── test_stable_diffusion_img2img.py │ │ │ ├── test_stable_diffusion_img2img_1.py │ │ │ ├── test_stable_diffusion_inpaint.py │ │ │ ├── test_stable_diffusion_inpaint_1.py │ │ │ ├── test_stable_diffusion_instruction_pix2pix.py │ │ │ └── test_stable_diffusion_instruction_pix2pix_1.py │ │ ├── stable_diffusion_2 │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion.py │ │ │ ├── test_stable_diffusion_1.py │ │ │ ├── test_stable_diffusion_attend_and_excite.py │ │ │ ├── test_stable_diffusion_attend_and_excite_1.py │ │ │ ├── test_stable_diffusion_depth.py │ │ │ ├── test_stable_diffusion_depth_1.py │ │ │ ├── test_stable_diffusion_diffedit.py │ │ │ ├── test_stable_diffusion_diffedit_1.py │ │ │ ├── test_stable_diffusion_flax.py │ │ │ ├── test_stable_diffusion_flax_1.py │ │ │ ├── test_stable_diffusion_flax_inpaint.py │ │ │ ├── test_stable_diffusion_flax_inpaint_1.py │ │ │ ├── test_stable_diffusion_inpaint.py │ │ │ ├── test_stable_diffusion_inpaint_1.py │ │ │ ├── test_stable_diffusion_latent_upscale.py │ │ │ ├── test_stable_diffusion_latent_upscale_1.py │ │ │ ├── test_stable_diffusion_upscale.py │ │ │ ├── test_stable_diffusion_upscale_1.py │ │ │ ├── test_stable_diffusion_v_pred.py │ │ │ └── test_stable_diffusion_v_pred_1.py │ │ ├── stable_diffusion_3 │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_pipeline_stable_diffusion_3.py │ │ │ ├── test_pipeline_stable_diffusion_3_1.py │ │ │ ├── test_pipeline_stable_diffusion_3_img2img.py │ │ │ ├── test_pipeline_stable_diffusion_3_img2img_1.py │ │ │ ├── test_pipeline_stable_diffusion_3_inpaint.py │ │ │ └── test_pipeline_stable_diffusion_3_inpaint_1.py │ │ ├── stable_diffusion_adapter │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_adapter.py │ │ │ └── test_stable_diffusion_adapter_1.py │ │ ├── stable_diffusion_gligen │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_gligen.py │ │ │ └── test_stable_diffusion_gligen_1.py │ │ ├── stable_diffusion_gligen_text_image │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_gligen_text_image.py │ │ │ └── test_stable_diffusion_gligen_text_image_1.py │ │ ├── stable_diffusion_image_variation │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_image_variation.py │ │ │ └── test_stable_diffusion_image_variation_1.py │ │ ├── stable_diffusion_k_diffusion │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_k_diffusion.py │ │ │ └── test_stable_diffusion_k_diffusion_1.py │ │ ├── stable_diffusion_ldm3d │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_ldm3d.py │ │ │ └── test_stable_diffusion_ldm3d_1.py │ │ ├── stable_diffusion_panorama │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_panorama.py │ │ │ └── test_stable_diffusion_panorama_1.py │ │ ├── stable_diffusion_safe │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_safe_diffusion.py │ │ │ └── test_safe_diffusion_1.py │ │ ├── stable_diffusion_sag │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_sag.py │ │ │ └── test_stable_diffusion_sag_1.py │ │ ├── stable_diffusion_xl │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_diffusion_xl.py │ │ │ ├── test_stable_diffusion_xl_1.py │ │ │ ├── test_stable_diffusion_xl_adapter.py │ │ │ ├── test_stable_diffusion_xl_adapter_1.py │ │ │ ├── test_stable_diffusion_xl_img2img.py │ │ │ ├── test_stable_diffusion_xl_img2img_1.py │ │ │ ├── test_stable_diffusion_xl_inpaint.py │ │ │ ├── test_stable_diffusion_xl_inpaint_1.py │ │ │ ├── test_stable_diffusion_xl_instruction_pix2pix.py │ │ │ ├── test_stable_diffusion_xl_instruction_pix2pix_1.py │ │ │ ├── test_stable_diffusion_xl_k_diffusion.py │ │ │ └── test_stable_diffusion_xl_k_diffusion_1.py │ │ ├── stable_unclip │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_unclip.py │ │ │ ├── test_stable_unclip_1.py │ │ │ ├── test_stable_unclip_img2img.py │ │ │ └── test_stable_unclip_img2img_1.py │ │ ├── stable_video_diffusion │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_stable_video_diffusion.py │ │ │ └── test_stable_video_diffusion_1.py │ │ ├── test_pipeline_utils.py │ │ ├── test_pipeline_utils_1.py │ │ ├── test_pipelines.py │ │ ├── test_pipelines_1.py │ │ ├── test_pipelines_auto.py │ │ ├── test_pipelines_auto_1.py │ │ ├── test_pipelines_combined.py │ │ ├── test_pipelines_combined_1.py │ │ ├── test_pipelines_common.py │ │ ├── test_pipelines_common_1.py │ │ ├── test_pipelines_flax.py │ │ ├── test_pipelines_flax_1.py │ │ ├── test_pipelines_onnx_common.py │ │ ├── test_pipelines_onnx_common_1.py │ │ ├── text_to_video_synthesis │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_text_to_video.py │ │ │ ├── test_text_to_video_1.py │ │ │ ├── test_text_to_video_zero.py │ │ │ ├── test_text_to_video_zero_1.py │ │ │ ├── test_text_to_video_zero_sdxl.py │ │ │ ├── test_text_to_video_zero_sdxl_1.py │ │ │ ├── test_video_to_video.py │ │ │ └── test_video_to_video_1.py │ │ ├── unclip │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_unclip.py │ │ │ ├── test_unclip_1.py │ │ │ ├── test_unclip_image_variation.py │ │ │ └── test_unclip_image_variation_1.py │ │ ├── unidiffuser │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_unidiffuser.py │ │ │ └── test_unidiffuser_1.py │ │ └── wuerstchen │ │ │ ├── __init__.py │ │ │ ├── __init___1.py │ │ │ ├── test_wuerstchen_combined.py │ │ │ ├── test_wuerstchen_combined_1.py │ │ │ ├── test_wuerstchen_decoder.py │ │ │ ├── test_wuerstchen_decoder_1.py │ │ │ ├── test_wuerstchen_prior.py │ │ │ └── test_wuerstchen_prior_1.py │ ├── schedulers │ │ ├── __init__.py │ │ ├── __init___1.py │ │ ├── test_scheduler_consistency_model.py │ │ ├── test_scheduler_consistency_model_1.py │ │ ├── test_scheduler_ddim.py │ │ ├── test_scheduler_ddim_1.py │ │ ├── test_scheduler_ddim_inverse.py │ │ ├── test_scheduler_ddim_inverse_1.py │ │ ├── test_scheduler_ddim_parallel.py │ │ ├── test_scheduler_ddim_parallel_1.py │ │ ├── test_scheduler_ddpm.py │ │ ├── test_scheduler_ddpm_1.py │ │ ├── test_scheduler_ddpm_parallel.py │ │ ├── test_scheduler_ddpm_parallel_1.py │ │ ├── test_scheduler_deis.py │ │ ├── test_scheduler_deis_1.py │ │ ├── test_scheduler_dpm_multi.py │ │ ├── test_scheduler_dpm_multi_1.py │ │ ├── test_scheduler_dpm_multi_inverse.py │ │ ├── test_scheduler_dpm_multi_inverse_1.py │ │ ├── test_scheduler_dpm_sde.py │ │ ├── test_scheduler_dpm_sde_1.py │ │ ├── test_scheduler_dpm_single.py │ │ ├── test_scheduler_dpm_single_1.py │ │ ├── test_scheduler_edm_dpmsolver_multistep.py │ │ ├── test_scheduler_edm_dpmsolver_multistep_1.py │ │ ├── test_scheduler_edm_euler.py │ │ ├── test_scheduler_edm_euler_1.py │ │ ├── test_scheduler_euler.py │ │ ├── test_scheduler_euler_1.py │ │ ├── test_scheduler_euler_ancestral.py │ │ ├── test_scheduler_euler_ancestral_1.py │ │ ├── test_scheduler_flax.py │ │ ├── test_scheduler_flax_1.py │ │ ├── test_scheduler_heun.py │ │ ├── test_scheduler_heun_1.py │ │ ├── test_scheduler_ipndm.py │ │ ├── test_scheduler_ipndm_1.py │ │ ├── test_scheduler_kdpm2_ancestral.py │ │ ├── test_scheduler_kdpm2_ancestral_1.py │ │ ├── test_scheduler_kdpm2_discrete.py │ │ ├── test_scheduler_kdpm2_discrete_1.py │ │ ├── test_scheduler_lcm.py │ │ ├── test_scheduler_lcm_1.py │ │ ├── test_scheduler_lms.py │ │ ├── test_scheduler_lms_1.py │ │ ├── test_scheduler_pndm.py │ │ ├── test_scheduler_pndm_1.py │ │ ├── test_scheduler_sasolver.py │ │ ├── test_scheduler_sasolver_1.py │ │ ├── test_scheduler_score_sde_ve.py │ │ ├── test_scheduler_score_sde_ve_1.py │ │ ├── test_scheduler_tcd.py │ │ ├── test_scheduler_tcd_1.py │ │ ├── test_scheduler_unclip.py │ │ ├── test_scheduler_unclip_1.py │ │ ├── test_scheduler_unipc.py │ │ ├── test_scheduler_unipc_1.py │ │ ├── test_scheduler_vq_diffusion.py │ │ ├── test_scheduler_vq_diffusion_1.py │ │ ├── test_schedulers.py │ │ └── test_schedulers_1.py │ └── single_file │ │ ├── __init__.py │ │ ├── __init___1.py │ │ ├── single_file_testing_utils.py │ │ ├── single_file_testing_utils_1.py │ │ ├── test_model_controlnet_single_file.py │ │ ├── test_model_controlnet_single_file_1.py │ │ ├── test_model_motion_adapter_single_file.py │ │ ├── test_model_sd_cascade_unet_single_file.py │ │ ├── test_model_sd_cascade_unet_single_file_1.py │ │ ├── test_model_vae_single_file.py │ │ ├── test_model_vae_single_file_1.py │ │ ├── test_stable_diffusion_controlnet_img2img_single_file.py │ │ ├── test_stable_diffusion_controlnet_img2img_single_file_1.py │ │ ├── test_stable_diffusion_controlnet_inpaint_single_file.py │ │ ├── test_stable_diffusion_controlnet_inpaint_single_file_1.py │ │ ├── test_stable_diffusion_controlnet_single_file.py │ │ ├── test_stable_diffusion_controlnet_single_file_1.py │ │ ├── test_stable_diffusion_img2img_single_file.py │ │ ├── test_stable_diffusion_img2img_single_file_1.py │ │ ├── test_stable_diffusion_inpaint_single_file.py │ │ ├── test_stable_diffusion_inpaint_single_file_1.py │ │ ├── test_stable_diffusion_single_file.py │ │ ├── test_stable_diffusion_single_file_1.py │ │ ├── test_stable_diffusion_upscale_single_file.py │ │ ├── test_stable_diffusion_upscale_single_file_1.py │ │ ├── test_stable_diffusion_xl_adapter_single_file.py │ │ ├── test_stable_diffusion_xl_adapter_single_file_1.py │ │ ├── test_stable_diffusion_xl_controlnet_single_file.py │ │ ├── test_stable_diffusion_xl_controlnet_single_file_1.py │ │ ├── test_stable_diffusion_xl_img2img_single_file.py │ │ ├── test_stable_diffusion_xl_img2img_single_file_1.py │ │ ├── test_stable_diffusion_xl_instruct_pix2pix.py │ │ ├── test_stable_diffusion_xl_instruct_pix2pix_1.py │ │ ├── test_stable_diffusion_xl_single_file.py │ │ └── test_stable_diffusion_xl_single_file_1.py └── utils │ ├── check_config_docstrings.py │ ├── check_config_docstrings_1.py │ ├── check_copies.py │ ├── check_copies_1.py │ ├── check_doc_toc.py │ ├── check_doc_toc_1.py │ ├── check_dummies.py │ ├── check_dummies_1.py │ ├── check_inits.py │ ├── check_inits_1.py │ ├── check_repo.py │ ├── check_repo_1.py │ ├── check_table.py │ ├── check_table_1.py │ ├── custom_init_isort.py │ ├── custom_init_isort_1.py │ ├── fetch_latest_release_branch.py │ ├── fetch_latest_release_branch_1.py │ ├── fetch_torch_cuda_pipeline_test_matrix.py │ ├── fetch_torch_cuda_pipeline_test_matrix_1.py │ ├── get_modified_files.py │ ├── get_modified_files_1.py │ ├── log_reports.py │ ├── notify_benchmarking_status.py │ ├── notify_benchmarking_status_1.py │ ├── notify_community_pipelines_mirror.py │ ├── notify_community_pipelines_mirror_1.py │ ├── notify_slack_about_release.py │ ├── notify_slack_about_release_1.py │ ├── overwrite_expected_slice.py │ ├── overwrite_expected_slice_1.py │ ├── print_env.py │ ├── print_env_1.py │ ├── release.py │ ├── release_1.py │ ├── stale.py │ ├── stale_1.py │ ├── tests_fetcher.py │ ├── tests_fetcher_1.py │ ├── update_metadata.py │ └── update_metadata_1.py ├── inference_flux.py ├── models ├── T5_encoder.py └── __pycache__ │ └── T5_encoder.cpython-312.pyc ├── requirements.txt └── train_flux.py /.gitignore: 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