├── LICENSE.txt ├── README.md ├── asset ├── README.md ├── fig8_v10.pdf ├── frame.png └── framework.png ├── diffusers ├── .DS_Store ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── configuration_utils.cpython-310.pyc │ ├── dependency_versions_check.cpython-310.pyc │ ├── dependency_versions_table.cpython-310.pyc │ ├── image_processor.cpython-310.pyc │ └── optimization.cpython-310.pyc ├── 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 │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── ip_adapter.cpython-310.pyc │ │ ├── lora.cpython-310.pyc │ │ ├── lora_conversion_utils.cpython-310.pyc │ │ ├── single_file.cpython-310.pyc │ │ ├── textual_inversion.cpython-310.pyc │ │ ├── unet.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ ├── ip_adapter.py │ ├── lora.py │ ├── lora_conversion_utils.py │ ├── single_file.py │ ├── textual_inversion.py │ ├── unet.py │ └── utils.py ├── models │ ├── README.md │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── activations.cpython-310.pyc │ │ ├── attention.cpython-310.pyc │ │ ├── attention_processor.cpython-310.pyc │ │ ├── controlnet.cpython-310.pyc │ │ ├── downsampling.cpython-310.pyc │ │ ├── dual_transformer_2d.cpython-310.pyc │ │ ├── embeddings.cpython-310.pyc │ │ ├── lora.cpython-310.pyc │ │ ├── modeling_outputs.cpython-310.pyc │ │ ├── modeling_utils.cpython-310.pyc │ │ ├── normalization.cpython-310.pyc │ │ ├── prior_transformer.cpython-310.pyc │ │ ├── resnet.cpython-310.pyc │ │ ├── transformer_2d.cpython-310.pyc │ │ ├── transformer_temporal.cpython-310.pyc │ │ ├── unet_2d.cpython-310.pyc │ │ ├── unet_2d_blocks.cpython-310.pyc │ │ ├── unet_2d_condition.cpython-310.pyc │ │ ├── unet_3d_blocks.cpython-310.pyc │ │ ├── unet_kandinsky3.cpython-310.pyc │ │ ├── upsampling.cpython-310.pyc │ │ └── vq_model.cpython-310.pyc │ ├── activations.py │ ├── adapter.py │ ├── attention.py │ ├── attention_flax.py │ ├── attention_processor.py │ ├── autoencoders │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── autoencoder_asym_kl.cpython-310.pyc │ │ │ ├── autoencoder_kl.cpython-310.pyc │ │ │ ├── autoencoder_kl_temporal_decoder.cpython-310.pyc │ │ │ ├── autoencoder_tiny.cpython-310.pyc │ │ │ ├── consistency_decoder_vae.cpython-310.pyc │ │ │ └── vae.cpython-310.pyc │ │ ├── autoencoder_asym_kl.py │ │ ├── autoencoder_kl.py │ │ ├── autoencoder_kl_temporal_decoder.py │ │ ├── autoencoder_tiny.py │ │ ├── consistency_decoder_vae.py │ │ └── vae.py │ ├── controlnet.py │ ├── controlnet_flax.py │ ├── downsampling.py │ ├── dual_transformer_2d.py │ ├── embeddings.py │ ├── embeddings_flax.py │ ├── lora.py │ ├── modeling_flax_pytorch_utils.py │ ├── modeling_flax_utils.py │ ├── modeling_outputs.py │ ├── modeling_pytorch_flax_utils.py │ ├── modeling_utils.py │ ├── normalization.py │ ├── prior_transformer.py │ ├── resnet.py │ ├── resnet_flax.py │ ├── t5_film_transformer.py │ ├── transformer_2d.py │ ├── transformer_temporal.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_kandinsky3.py │ ├── unet_motion_model.py │ ├── unet_spatio_temporal_condition.py │ ├── upsampling.py │ ├── uvit_2d.py │ ├── vae_flax.py │ └── vq_model.py ├── optimization.py ├── pipelines │ ├── README.md │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── auto_pipeline.cpython-310.pyc │ │ ├── onnx_utils.cpython-310.pyc │ │ └── pipeline_utils.cpython-310.pyc │ ├── amused │ │ ├── __init__.py │ │ ├── pipeline_amused.py │ │ ├── pipeline_amused_img2img.py │ │ └── pipeline_amused_inpaint.py │ ├── animatediff │ │ ├── __init__.py │ │ └── pipeline_animatediff.py │ ├── audioldm │ │ ├── __init__.py │ │ └── pipeline_audioldm.py │ ├── audioldm2 │ │ ├── __init__.py │ │ ├── modeling_audioldm2.py │ │ └── pipeline_audioldm2.py │ ├── auto_pipeline.py │ ├── blip_diffusion │ │ ├── __init__.py │ │ ├── blip_image_processing.py │ │ ├── modeling_blip2.py │ │ ├── modeling_ctx_clip.py │ │ └── pipeline_blip_diffusion.py │ ├── consistency_models │ │ ├── __init__.py │ │ └── pipeline_consistency_models.py │ ├── controlnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── multicontrolnet.cpython-310.pyc │ │ │ ├── pipeline_controlnet.cpython-310.pyc │ │ │ ├── pipeline_controlnet_img2img.cpython-310.pyc │ │ │ ├── pipeline_controlnet_inpaint.cpython-310.pyc │ │ │ ├── pipeline_controlnet_inpaint_sd_xl.cpython-310.pyc │ │ │ ├── pipeline_controlnet_sd_xl.cpython-310.pyc │ │ │ └── pipeline_controlnet_sd_xl_img2img.cpython-310.pyc │ │ ├── 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 │ ├── dance_diffusion │ │ ├── __init__.py │ │ └── pipeline_dance_diffusion.py │ ├── ddim │ │ ├── __init__.py │ │ └── pipeline_ddim.py │ ├── ddpm │ │ ├── __init__.py │ │ └── pipeline_ddpm.py │ ├── deepfloyd_if │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pipeline_if.cpython-310.pyc │ │ │ ├── pipeline_if_img2img.cpython-310.pyc │ │ │ ├── pipeline_if_inpainting.cpython-310.pyc │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ ├── safety_checker.cpython-310.pyc │ │ │ └── watermark.cpython-310.pyc │ │ ├── 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 │ │ ├── __pycache__ │ │ │ └── __init__.cpython-310.pyc │ │ ├── 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 │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── pipeline_stable_diffusion_inpaint_legacy.cpython-310.pyc │ │ │ ├── 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 │ ├── kandinsky │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pipeline_kandinsky.cpython-310.pyc │ │ │ ├── pipeline_kandinsky_combined.cpython-310.pyc │ │ │ ├── pipeline_kandinsky_img2img.cpython-310.pyc │ │ │ ├── pipeline_kandinsky_inpaint.cpython-310.pyc │ │ │ ├── pipeline_kandinsky_prior.cpython-310.pyc │ │ │ └── text_encoder.cpython-310.pyc │ │ ├── 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 │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pipeline_kandinsky2_2.cpython-310.pyc │ │ │ ├── pipeline_kandinsky2_2_combined.cpython-310.pyc │ │ │ ├── pipeline_kandinsky2_2_img2img.cpython-310.pyc │ │ │ ├── pipeline_kandinsky2_2_inpainting.cpython-310.pyc │ │ │ └── pipeline_kandinsky2_2_prior.cpython-310.pyc │ │ ├── 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 │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pipeline_kandinsky3.cpython-310.pyc │ │ │ └── pipeline_kandinsky3_img2img.cpython-310.pyc │ │ ├── convert_kandinsky3_unet.py │ │ ├── pipeline_kandinsky3.py │ │ └── pipeline_kandinsky3_img2img.py │ ├── latent_consistency_models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pipeline_latent_consistency_img2img.cpython-310.pyc │ │ │ └── pipeline_latent_consistency_text2img.cpython-310.pyc │ │ ├── pipeline_latent_consistency_img2img.py │ │ └── pipeline_latent_consistency_text2img.py │ ├── latent_diffusion │ │ ├── __init__.py │ │ ├── pipeline_latent_diffusion.py │ │ └── pipeline_latent_diffusion_superresolution.py │ ├── musicldm │ │ ├── __init__.py │ │ └── pipeline_musicldm.py │ ├── onnx_utils.py │ ├── paint_by_example │ │ ├── __init__.py │ │ ├── image_encoder.py │ │ └── pipeline_paint_by_example.py │ ├── pipeline_flax_utils.py │ ├── pipeline_utils.py │ ├── pixart_alpha │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── pipeline_pixart_alpha.cpython-310.pyc │ │ └── pipeline_pixart_alpha.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_diffusion │ │ ├── README.md │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ ├── pipeline_stable_diffusion.cpython-310.pyc │ │ │ ├── pipeline_stable_diffusion_img2img.cpython-310.pyc │ │ │ ├── pipeline_stable_diffusion_inpaint.cpython-310.pyc │ │ │ └── safety_checker.cpython-310.pyc │ │ ├── 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_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 │ ├── 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 │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ ├── pipeline_stable_diffusion_xl.cpython-310.pyc │ │ │ ├── pipeline_stable_diffusion_xl_img2img.cpython-310.pyc │ │ │ └── pipeline_stable_diffusion_xl_inpaint.cpython-310.pyc │ │ ├── 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 │ │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── modeling_paella_vq_model.cpython-310.pyc │ │ ├── modeling_wuerstchen_common.cpython-310.pyc │ │ ├── modeling_wuerstchen_diffnext.cpython-310.pyc │ │ ├── modeling_wuerstchen_prior.cpython-310.pyc │ │ ├── pipeline_wuerstchen.cpython-310.pyc │ │ ├── pipeline_wuerstchen_combined.cpython-310.pyc │ │ └── pipeline_wuerstchen_prior.cpython-310.pyc │ │ ├── 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 │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── scheduling_consistency_decoder.cpython-310.pyc │ │ ├── scheduling_ddim.cpython-310.pyc │ │ ├── scheduling_ddpm.cpython-310.pyc │ │ ├── scheduling_ddpm_wuerstchen.cpython-310.pyc │ │ ├── scheduling_deis_multistep.cpython-310.pyc │ │ ├── scheduling_dpmsolver_multistep.cpython-310.pyc │ │ ├── scheduling_dpmsolver_sde.cpython-310.pyc │ │ ├── scheduling_dpmsolver_singlestep.cpython-310.pyc │ │ ├── scheduling_euler_ancestral_discrete.cpython-310.pyc │ │ ├── scheduling_euler_discrete.cpython-310.pyc │ │ ├── scheduling_heun_discrete.cpython-310.pyc │ │ ├── scheduling_k_dpm_2_ancestral_discrete.cpython-310.pyc │ │ ├── scheduling_k_dpm_2_discrete.cpython-310.pyc │ │ ├── scheduling_lcm.cpython-310.pyc │ │ ├── scheduling_lms_discrete.cpython-310.pyc │ │ ├── scheduling_pndm.cpython-310.pyc │ │ ├── scheduling_unclip.cpython-310.pyc │ │ ├── scheduling_unipc_multistep.cpython-310.pyc │ │ └── scheduling_utils.cpython-310.pyc │ ├── deprecated │ │ ├── __init__.py │ │ ├── scheduling_karras_ve.py │ │ └── scheduling_sde_vp.py │ ├── scheduling_amused.py │ ├── scheduling_consistency_decoder.py │ ├── scheduling_consistency_models.py │ ├── scheduling_ddim.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_dpmsolver_multistep.py │ ├── scheduling_dpmsolver_multistep_flax.py │ ├── scheduling_dpmsolver_multistep_inverse.py │ ├── scheduling_dpmsolver_sde.py │ ├── scheduling_dpmsolver_singlestep.py │ ├── scheduling_euler_ancestral_discrete.py │ ├── scheduling_euler_discrete.py │ ├── scheduling_euler_discrete_flax.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_sde_ve.py │ ├── scheduling_sde_ve_flax.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 │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── accelerate_utils.cpython-310.pyc │ ├── constants.cpython-310.pyc │ ├── deprecation_utils.cpython-310.pyc │ ├── doc_utils.cpython-310.pyc │ ├── dummy_flax_and_transformers_objects.cpython-310.pyc │ ├── dummy_flax_objects.cpython-310.pyc │ ├── dummy_note_seq_objects.cpython-310.pyc │ ├── dummy_onnx_objects.cpython-310.pyc │ ├── dummy_torch_and_librosa_objects.cpython-310.pyc │ ├── dummy_torch_and_torchsde_objects.cpython-310.pyc │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.cpython-310.pyc │ ├── dummy_torch_and_transformers_and_onnx_objects.cpython-310.pyc │ ├── dummy_transformers_and_torch_and_note_seq_objects.cpython-310.pyc │ ├── dynamic_modules_utils.cpython-310.pyc │ ├── export_utils.cpython-310.pyc │ ├── hub_utils.cpython-310.pyc │ ├── import_utils.cpython-310.pyc │ ├── loading_utils.cpython-310.pyc │ ├── logging.cpython-310.pyc │ ├── outputs.cpython-310.pyc │ ├── peft_utils.cpython-310.pyc │ ├── pil_utils.cpython-310.pyc │ ├── state_dict_utils.cpython-310.pyc │ ├── torch_utils.cpython-310.pyc │ └── versions.cpython-310.pyc │ ├── 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_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 ├── evaluations ├── .DS_Store ├── FaceImageQuality │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── face_image_quality.cpython-310.pyc │ │ └── face_image_quality.cpython-38.pyc │ ├── face_image_quality.py │ ├── insightface │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ └── __init__.cpython-38.pyc │ │ ├── license.txt │ │ └── src │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── face_preprocess.cpython-310.pyc │ │ │ ├── face_preprocess.cpython-38.pyc │ │ │ ├── helper.cpython-310.pyc │ │ │ ├── helper.cpython-38.pyc │ │ │ ├── mtcnn_detector.cpython-310.pyc │ │ │ └── mtcnn_detector.cpython-38.pyc │ │ │ ├── face_preprocess.py │ │ │ ├── helper.py │ │ │ └── mtcnn_detector.py │ ├── requirements.txt │ └── serfiq_example.py ├── __pycache__ │ ├── compute_idx_emb.cpython-310.pyc │ └── compute_idx_emb.cpython-38.pyc ├── brisques.py ├── compute_idx_emb.py ├── deepface │ ├── .gitignore │ ├── .pylintrc │ ├── Dockerfile │ ├── LICENSE │ ├── README.md │ ├── api │ │ ├── api.py │ │ ├── app.py │ │ ├── deepface-api.postman_collection.json │ │ ├── routes.py │ │ └── service.py │ ├── deepface │ │ ├── DeepFace.py │ │ ├── __init__.py │ │ ├── basemodels │ │ │ ├── ArcFace.py │ │ │ ├── DeepID.py │ │ │ ├── DlibResNet.py │ │ │ ├── DlibWrapper.py │ │ │ ├── Facenet.py │ │ │ ├── Facenet512.py │ │ │ ├── FbDeepFace.py │ │ │ ├── OpenFace.py │ │ │ ├── SFace.py │ │ │ ├── VGGFace.py │ │ │ └── __init__.py │ │ ├── commons │ │ │ ├── __init__.py │ │ │ ├── distance.py │ │ │ ├── functions.py │ │ │ └── realtime.py │ │ ├── detectors │ │ │ ├── DlibWrapper.py │ │ │ ├── FaceDetector.py │ │ │ ├── MediapipeWrapper.py │ │ │ ├── MtcnnWrapper.py │ │ │ ├── OpenCvWrapper.py │ │ │ ├── RetinaFaceWrapper.py │ │ │ ├── SsdWrapper.py │ │ │ └── __init__.py │ │ ├── extendedmodels │ │ │ ├── Age.py │ │ │ ├── Emotion.py │ │ │ ├── Gender.py │ │ │ ├── Race.py │ │ │ └── __init__.py │ │ └── models │ │ │ └── __init__.py │ ├── icon │ │ ├── deepface-api.jpg │ │ ├── deepface-detectors-v3.jpg │ │ ├── deepface-dockerized-v2.jpg │ │ ├── deepface-icon-labeled.png │ │ ├── deepface-icon.png │ │ ├── detector-portfolio-v3.jpg │ │ ├── embedding.jpg │ │ ├── look-alike-v3.jpg │ │ ├── model-portfolio-v8.jpg │ │ ├── parental-look-alike-v2.jpg │ │ ├── patreon.png │ │ ├── retinaface-results.jpeg │ │ ├── stock-1.jpg │ │ ├── stock-2.jpg │ │ ├── stock-3.jpg │ │ ├── stock-6-v2.jpg │ │ ├── tech-stack-v2.jpg │ │ └── verify-many-faces.jpg │ ├── requirements.txt │ ├── scripts │ │ ├── dockerize.sh │ │ ├── push-release.sh │ │ └── service.sh │ ├── setup.py │ └── tests │ │ ├── dataset │ │ ├── couple.jpg │ │ ├── face-recognition-pivot.csv │ │ ├── img1.jpg │ │ ├── img10.jpg │ │ ├── img11.jpg │ │ ├── img12.jpg │ │ ├── img13.jpg │ │ ├── img14.jpg │ │ ├── img15.jpg │ │ ├── img16.jpg │ │ ├── img17.jpg │ │ ├── img18.jpg │ │ ├── img19.jpg │ │ ├── img2.jpg │ │ ├── img20.jpg │ │ ├── img21.jpg │ │ ├── img22.jpg │ │ ├── img23.jpg │ │ ├── img24.jpg │ │ ├── img25.jpg │ │ ├── img26.jpg │ │ ├── img27.jpg │ │ ├── img28.jpg │ │ ├── img29.jpg │ │ ├── img3.jpg │ │ ├── img30.jpg │ │ ├── img31.jpg │ │ ├── img32.jpg │ │ ├── img33.jpg │ │ ├── img34.jpg │ │ ├── img35.jpg │ │ ├── img36.jpg │ │ ├── img37.jpg │ │ ├── img38.jpg │ │ ├── img39.jpg │ │ ├── img4.jpg │ │ ├── img40.jpg │ │ ├── img41.jpg │ │ ├── img42.jpg │ │ ├── img43.jpg │ │ ├── img44.jpg │ │ ├── img45.jpg │ │ ├── img46.jpg │ │ ├── img47.jpg │ │ ├── img48.jpg │ │ ├── img49.jpg │ │ ├── img5.jpg │ │ ├── img50.jpg │ │ ├── img51.jpg │ │ ├── img53.jpg │ │ ├── img54.jpg │ │ ├── img55.jpg │ │ ├── img56.jpg │ │ ├── img57.jpg │ │ ├── img58.jpg │ │ ├── img59.jpg │ │ ├── img6.jpg │ │ ├── img61.jpg │ │ ├── img62.jpg │ │ ├── img67.jpg │ │ ├── img7.jpg │ │ ├── img8.jpg │ │ ├── img9.jpg │ │ └── master.csv │ │ ├── face-recognition-how.py │ │ ├── stream.py │ │ ├── unit_tests.py │ │ └── visual-test.py ├── eva.sh ├── image │ └── img.ipynb ├── ism_fdfr.py ├── readme.md ├── retinaface │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── icons │ │ └── patreon.png │ ├── retinaface │ │ ├── RetinaFace.py │ │ ├── __init__.py │ │ ├── commons │ │ │ ├── __init__.py │ │ │ ├── postprocess.py │ │ │ └── preprocess.py │ │ └── model │ │ │ ├── __init__.py │ │ │ └── retinaface_model.py │ ├── setup.py │ └── tests │ │ ├── dataset │ │ ├── img1.jpg │ │ ├── img11.jpg │ │ ├── img2.jpg │ │ ├── img3.jpg │ │ ├── img4.jpg │ │ ├── img5.jpg │ │ ├── img6.jpg │ │ ├── img7.jpg │ │ └── img8.jpg │ │ └── unit-tests.py ├── ser_fiq.py └── test.py ├── flops.py ├── gradient-based-attack ├── .DS_Store ├── README.md ├── aspl.py ├── aspl_ensemble.py ├── aspl_ensemble_mom.py ├── aspl_ensemble_universal.py ├── aspl_random.py ├── aspl_universal.py ├── attack_encoder.py ├── attack_poison.py ├── configs │ ├── __pycache__ │ │ ├── encoder_config.cpython-38.pyc │ │ ├── poisson_config.cpython-38.pyc │ │ ├── poisson_config.cpython-39.pyc │ │ ├── poisson_uni_config.cpython-38.pyc │ │ └── sd_lora.cpython-310.pyc │ ├── encoder_config.py │ ├── poisson_config.py │ └── poisson_uni_config.py ├── dataset.py ├── diffusers │ ├── .DS_Store │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── configuration_utils.cpython-310.pyc │ │ ├── configuration_utils.cpython-38.pyc │ │ ├── configuration_utils.cpython-39.pyc │ │ ├── image_processor.cpython-310.pyc │ │ ├── image_processor.cpython-38.pyc │ │ ├── image_processor.cpython-39.pyc │ │ ├── loaders.cpython-310.pyc │ │ ├── loaders.cpython-38.pyc │ │ ├── loaders.cpython-39.pyc │ │ ├── optimization.cpython-310.pyc │ │ ├── optimization.cpython-38.pyc │ │ └── optimization.cpython-39.pyc │ ├── 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.py │ ├── models │ │ ├── README.md │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── activations.cpython-310.pyc │ │ │ ├── activations.cpython-38.pyc │ │ │ ├── activations.cpython-39.pyc │ │ │ ├── attention.cpython-310.pyc │ │ │ ├── attention.cpython-38.pyc │ │ │ ├── attention.cpython-39.pyc │ │ │ ├── attention_processor.cpython-310.pyc │ │ │ ├── attention_processor.cpython-38.pyc │ │ │ ├── attention_processor.cpython-39.pyc │ │ │ ├── autoencoder_asym_kl.cpython-310.pyc │ │ │ ├── autoencoder_asym_kl.cpython-38.pyc │ │ │ ├── autoencoder_asym_kl.cpython-39.pyc │ │ │ ├── autoencoder_kl.cpython-310.pyc │ │ │ ├── autoencoder_kl.cpython-38.pyc │ │ │ ├── autoencoder_kl.cpython-39.pyc │ │ │ ├── controlnet.cpython-310.pyc │ │ │ ├── dual_transformer_2d.cpython-310.pyc │ │ │ ├── dual_transformer_2d.cpython-38.pyc │ │ │ ├── dual_transformer_2d.cpython-39.pyc │ │ │ ├── embeddings.cpython-310.pyc │ │ │ ├── embeddings.cpython-38.pyc │ │ │ ├── embeddings.cpython-39.pyc │ │ │ ├── lora.cpython-310.pyc │ │ │ ├── lora.cpython-38.pyc │ │ │ ├── lora.cpython-39.pyc │ │ │ ├── modeling_utils.cpython-310.pyc │ │ │ ├── modeling_utils.cpython-38.pyc │ │ │ ├── modeling_utils.cpython-39.pyc │ │ │ ├── prior_transformer.cpython-310.pyc │ │ │ ├── resnet.cpython-310.pyc │ │ │ ├── resnet.cpython-38.pyc │ │ │ ├── resnet.cpython-39.pyc │ │ │ ├── transformer_2d.cpython-310.pyc │ │ │ ├── transformer_2d.cpython-38.pyc │ │ │ ├── transformer_2d.cpython-39.pyc │ │ │ ├── unet_2d_blocks.cpython-310.pyc │ │ │ ├── unet_2d_blocks.cpython-38.pyc │ │ │ ├── unet_2d_blocks.cpython-39.pyc │ │ │ ├── unet_2d_condition.cpython-310.pyc │ │ │ ├── unet_2d_condition.cpython-38.pyc │ │ │ ├── unet_2d_condition.cpython-39.pyc │ │ │ ├── vae.cpython-310.pyc │ │ │ ├── vae.cpython-38.pyc │ │ │ ├── vae.cpython-39.pyc │ │ │ └── vq_model.cpython-310.pyc │ │ ├── activations.py │ │ ├── adapter.py │ │ ├── attention.py │ │ ├── attention_flax.py │ │ ├── attention_processor.py │ │ ├── autoencoder_asym_kl.py │ │ ├── autoencoder_kl.py │ │ ├── autoencoder_tiny.py │ │ ├── controlnet.py │ │ ├── controlnet_flax.py │ │ ├── dual_transformer_2d.py │ │ ├── embeddings.py │ │ ├── embeddings_flax.py │ │ ├── lora.py │ │ ├── modeling_flax_pytorch_utils.py │ │ ├── modeling_flax_utils.py │ │ ├── modeling_pytorch_flax_utils.py │ │ ├── modeling_utils.py │ │ ├── prior_transformer.py │ │ ├── resnet.py │ │ ├── resnet_flax.py │ │ ├── t5_film_transformer.py │ │ ├── transformer_2d.py │ │ ├── transformer_temporal.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 │ │ ├── vae.py │ │ ├── vae_flax.py │ │ └── vq_model.py │ ├── optimization.py │ ├── pipelines │ │ ├── README.md │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── auto_pipeline.cpython-310.pyc │ │ │ ├── onnx_utils.cpython-310.pyc │ │ │ ├── onnx_utils.cpython-38.pyc │ │ │ ├── pipeline_utils.cpython-310.pyc │ │ │ ├── pipeline_utils.cpython-38.pyc │ │ │ └── pipeline_utils.cpython-39.pyc │ │ ├── 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 │ │ ├── audioldm │ │ │ ├── __init__.py │ │ │ └── pipeline_audioldm.py │ │ ├── audioldm2 │ │ │ ├── __init__.py │ │ │ ├── modeling_audioldm2.py │ │ │ └── pipeline_audioldm2.py │ │ ├── auto_pipeline.py │ │ ├── blip_diffusion │ │ │ ├── __init__.py │ │ │ ├── blip_image_processing.py │ │ │ ├── modeling_blip2.py │ │ │ ├── modeling_ctx_clip.py │ │ │ └── pipeline_blip_diffusion.py │ │ ├── consistency_models │ │ │ ├── __init__.py │ │ │ └── pipeline_consistency_models.py │ │ ├── controlnet │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── multicontrolnet.cpython-310.pyc │ │ │ │ ├── pipeline_controlnet.cpython-310.pyc │ │ │ │ ├── pipeline_controlnet_img2img.cpython-310.pyc │ │ │ │ ├── pipeline_controlnet_inpaint.cpython-310.pyc │ │ │ │ ├── pipeline_controlnet_sd_xl.cpython-310.pyc │ │ │ │ └── pipeline_controlnet_sd_xl_img2img.cpython-310.pyc │ │ │ ├── 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 │ │ ├── dance_diffusion │ │ │ ├── __init__.py │ │ │ └── pipeline_dance_diffusion.py │ │ ├── ddim │ │ │ ├── __init__.py │ │ │ └── pipeline_ddim.py │ │ ├── ddpm │ │ │ ├── __init__.py │ │ │ └── pipeline_ddpm.py │ │ ├── deepfloyd_if │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── pipeline_if.cpython-310.pyc │ │ │ │ ├── pipeline_if_img2img.cpython-310.pyc │ │ │ │ ├── pipeline_if_inpainting.cpython-310.pyc │ │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ │ ├── safety_checker.cpython-310.pyc │ │ │ │ └── watermark.cpython-310.pyc │ │ │ ├── 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 │ │ ├── dit │ │ │ ├── __init__.py │ │ │ └── pipeline_dit.py │ │ ├── kandinsky │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky_combined.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky_img2img.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky_inpaint.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky_prior.cpython-310.pyc │ │ │ │ └── text_encoder.cpython-310.pyc │ │ │ ├── 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 │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky2_2.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky2_2_combined.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky2_2_img2img.cpython-310.pyc │ │ │ │ ├── pipeline_kandinsky2_2_inpainting.cpython-310.pyc │ │ │ │ └── pipeline_kandinsky2_2_prior.cpython-310.pyc │ │ │ ├── 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 │ │ ├── latent_diffusion │ │ │ ├── __init__.py │ │ │ ├── pipeline_latent_diffusion.py │ │ │ └── pipeline_latent_diffusion_superresolution.py │ │ ├── latent_diffusion_uncond │ │ │ ├── __init__.py │ │ │ └── pipeline_latent_diffusion_uncond.py │ │ ├── musicldm │ │ │ ├── __init__.py │ │ │ └── pipeline_musicldm.py │ │ ├── onnx_utils.py │ │ ├── paint_by_example │ │ │ ├── __init__.py │ │ │ ├── image_encoder.py │ │ │ └── pipeline_paint_by_example.py │ │ ├── pipeline_flax_utils.py │ │ ├── pipeline_utils.py │ │ ├── pndm │ │ │ ├── __init__.py │ │ │ └── pipeline_pndm.py │ │ ├── repaint │ │ │ ├── __init__.py │ │ │ └── pipeline_repaint.py │ │ ├── score_sde_ve │ │ │ ├── __init__.py │ │ │ └── pipeline_score_sde_ve.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 │ │ ├── spectrogram_diffusion │ │ │ ├── __init__.py │ │ │ ├── continous_encoder.py │ │ │ ├── midi_utils.py │ │ │ ├── notes_encoder.py │ │ │ └── pipeline_spectrogram_diffusion.py │ │ ├── stable_diffusion │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ │ ├── pipeline_output.cpython-38.pyc │ │ │ │ ├── pipeline_output.cpython-39.pyc │ │ │ │ ├── pipeline_stable_diffusion.cpython-310.pyc │ │ │ │ ├── pipeline_stable_diffusion.cpython-38.pyc │ │ │ │ ├── pipeline_stable_diffusion.cpython-39.pyc │ │ │ │ ├── pipeline_stable_diffusion_img2img.cpython-310.pyc │ │ │ │ ├── pipeline_stable_diffusion_inpaint.cpython-310.pyc │ │ │ │ ├── pipeline_stable_diffusion_inpaint.cpython-38.pyc │ │ │ │ ├── pipeline_stable_diffusion_inpaint.cpython-39.pyc │ │ │ │ ├── safety_checker.cpython-310.pyc │ │ │ │ ├── safety_checker.cpython-38.pyc │ │ │ │ └── safety_checker.cpython-39.pyc │ │ │ ├── clip_image_project_model.py │ │ │ ├── convert_from_ckpt.py │ │ │ ├── pipeline_cycle_diffusion.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_inpaint_legacy.py │ │ │ ├── pipeline_onnx_stable_diffusion_upscale.py │ │ │ ├── pipeline_output.py │ │ │ ├── pipeline_stable_diffusion.py │ │ │ ├── pipeline_stable_diffusion_attend_and_excite.py │ │ │ ├── pipeline_stable_diffusion_depth2img.py │ │ │ ├── pipeline_stable_diffusion_diffedit.py │ │ │ ├── pipeline_stable_diffusion_gligen.py │ │ │ ├── pipeline_stable_diffusion_gligen_text_image.py │ │ │ ├── pipeline_stable_diffusion_image_variation.py │ │ │ ├── pipeline_stable_diffusion_img2img.py │ │ │ ├── pipeline_stable_diffusion_inpaint.py │ │ │ ├── pipeline_stable_diffusion_inpaint_legacy.py │ │ │ ├── pipeline_stable_diffusion_instruct_pix2pix.py │ │ │ ├── pipeline_stable_diffusion_k_diffusion.py │ │ │ ├── pipeline_stable_diffusion_latent_upscale.py │ │ │ ├── pipeline_stable_diffusion_ldm3d.py │ │ │ ├── pipeline_stable_diffusion_model_editing.py │ │ │ ├── pipeline_stable_diffusion_panorama.py │ │ │ ├── pipeline_stable_diffusion_paradigms.py │ │ │ ├── pipeline_stable_diffusion_pix2pix_zero.py │ │ │ ├── pipeline_stable_diffusion_sag.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_safe │ │ │ ├── __init__.py │ │ │ ├── pipeline_output.py │ │ │ ├── pipeline_stable_diffusion_safe.py │ │ │ └── safety_checker.py │ │ ├── stable_diffusion_xl │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ │ ├── pipeline_output.cpython-39.pyc │ │ │ │ ├── pipeline_stable_diffusion_xl.cpython-310.pyc │ │ │ │ ├── pipeline_stable_diffusion_xl.cpython-39.pyc │ │ │ │ ├── pipeline_stable_diffusion_xl_img2img.cpython-310.pyc │ │ │ │ ├── pipeline_stable_diffusion_xl_inpaint.cpython-310.pyc │ │ │ │ └── watermark.cpython-39.pyc │ │ │ ├── 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 │ │ ├── stochastic_karras_ve │ │ │ ├── __init__.py │ │ │ └── pipeline_stochastic_karras_ve.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 │ │ ├── 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 │ │ ├── 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 │ │ └── wuerstchen │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── modeling_paella_vq_model.cpython-310.pyc │ │ │ ├── modeling_wuerstchen_common.cpython-310.pyc │ │ │ ├── modeling_wuerstchen_diffnext.cpython-310.pyc │ │ │ ├── modeling_wuerstchen_prior.cpython-310.pyc │ │ │ ├── pipeline_wuerstchen.cpython-310.pyc │ │ │ ├── pipeline_wuerstchen_combined.cpython-310.pyc │ │ │ └── pipeline_wuerstchen_prior.cpython-310.pyc │ │ │ ├── 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 │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── scheduling_ddim.cpython-310.pyc │ │ │ ├── scheduling_ddim.cpython-38.pyc │ │ │ ├── scheduling_ddim.cpython-39.pyc │ │ │ ├── scheduling_ddpm.cpython-310.pyc │ │ │ ├── scheduling_ddpm.cpython-38.pyc │ │ │ ├── scheduling_ddpm.cpython-39.pyc │ │ │ ├── scheduling_ddpm_wuerstchen.cpython-310.pyc │ │ │ ├── scheduling_deis_multistep.cpython-310.pyc │ │ │ ├── scheduling_deis_multistep.cpython-38.pyc │ │ │ ├── scheduling_deis_multistep.cpython-39.pyc │ │ │ ├── scheduling_dpmsolver_multistep.cpython-310.pyc │ │ │ ├── scheduling_dpmsolver_multistep.cpython-38.pyc │ │ │ ├── scheduling_dpmsolver_multistep.cpython-39.pyc │ │ │ ├── scheduling_dpmsolver_sde.cpython-38.pyc │ │ │ ├── scheduling_dpmsolver_singlestep.cpython-310.pyc │ │ │ ├── scheduling_dpmsolver_singlestep.cpython-38.pyc │ │ │ ├── scheduling_dpmsolver_singlestep.cpython-39.pyc │ │ │ ├── scheduling_euler_ancestral_discrete.cpython-310.pyc │ │ │ ├── scheduling_euler_ancestral_discrete.cpython-38.pyc │ │ │ ├── scheduling_euler_ancestral_discrete.cpython-39.pyc │ │ │ ├── scheduling_euler_discrete.cpython-310.pyc │ │ │ ├── scheduling_euler_discrete.cpython-38.pyc │ │ │ ├── scheduling_euler_discrete.cpython-39.pyc │ │ │ ├── scheduling_heun_discrete.cpython-310.pyc │ │ │ ├── scheduling_heun_discrete.cpython-38.pyc │ │ │ ├── scheduling_heun_discrete.cpython-39.pyc │ │ │ ├── scheduling_k_dpm_2_ancestral_discrete.cpython-310.pyc │ │ │ ├── scheduling_k_dpm_2_ancestral_discrete.cpython-38.pyc │ │ │ ├── scheduling_k_dpm_2_ancestral_discrete.cpython-39.pyc │ │ │ ├── scheduling_k_dpm_2_discrete.cpython-310.pyc │ │ │ ├── scheduling_k_dpm_2_discrete.cpython-38.pyc │ │ │ ├── scheduling_k_dpm_2_discrete.cpython-39.pyc │ │ │ ├── scheduling_lms_discrete.cpython-310.pyc │ │ │ ├── scheduling_lms_discrete.cpython-38.pyc │ │ │ ├── scheduling_lms_discrete.cpython-39.pyc │ │ │ ├── scheduling_pndm.cpython-310.pyc │ │ │ ├── scheduling_pndm.cpython-38.pyc │ │ │ ├── scheduling_pndm.cpython-39.pyc │ │ │ ├── scheduling_unclip.cpython-310.pyc │ │ │ ├── scheduling_unipc_multistep.cpython-310.pyc │ │ │ ├── scheduling_unipc_multistep.cpython-38.pyc │ │ │ ├── scheduling_unipc_multistep.cpython-39.pyc │ │ │ ├── scheduling_utils.cpython-310.pyc │ │ │ ├── scheduling_utils.cpython-38.pyc │ │ │ └── scheduling_utils.cpython-39.pyc │ │ ├── scheduling_consistency_models.py │ │ ├── scheduling_ddim.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_dpmsolver_multistep.py │ │ ├── scheduling_dpmsolver_multistep_flax.py │ │ ├── scheduling_dpmsolver_multistep_inverse.py │ │ ├── scheduling_dpmsolver_sde.py │ │ ├── scheduling_dpmsolver_singlestep.py │ │ ├── scheduling_euler_ancestral_discrete.py │ │ ├── scheduling_euler_discrete.py │ │ ├── scheduling_euler_discrete_flax.py │ │ ├── scheduling_heun_discrete.py │ │ ├── scheduling_ipndm.py │ │ ├── scheduling_k_dpm_2_ancestral_discrete.py │ │ ├── scheduling_k_dpm_2_discrete.py │ │ ├── scheduling_karras_ve.py │ │ ├── scheduling_karras_ve_flax.py │ │ ├── scheduling_lms_discrete.py │ │ ├── scheduling_lms_discrete_flax.py │ │ ├── scheduling_pndm.py │ │ ├── scheduling_pndm_flax.py │ │ ├── scheduling_repaint.py │ │ ├── scheduling_sde_ve.py │ │ ├── scheduling_sde_ve_flax.py │ │ ├── scheduling_sde_vp.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 │ │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── accelerate_utils.cpython-310.pyc │ │ ├── accelerate_utils.cpython-38.pyc │ │ ├── accelerate_utils.cpython-39.pyc │ │ ├── constants.cpython-310.pyc │ │ ├── constants.cpython-38.pyc │ │ ├── constants.cpython-39.pyc │ │ ├── deprecation_utils.cpython-310.pyc │ │ ├── deprecation_utils.cpython-38.pyc │ │ ├── deprecation_utils.cpython-39.pyc │ │ ├── doc_utils.cpython-310.pyc │ │ ├── doc_utils.cpython-38.pyc │ │ ├── doc_utils.cpython-39.pyc │ │ ├── dummy_flax_and_transformers_objects.cpython-310.pyc │ │ ├── dummy_flax_and_transformers_objects.cpython-38.pyc │ │ ├── dummy_flax_and_transformers_objects.cpython-39.pyc │ │ ├── dummy_flax_objects.cpython-310.pyc │ │ ├── dummy_flax_objects.cpython-38.pyc │ │ ├── dummy_flax_objects.cpython-39.pyc │ │ ├── dummy_note_seq_objects.cpython-310.pyc │ │ ├── dummy_note_seq_objects.cpython-38.pyc │ │ ├── dummy_note_seq_objects.cpython-39.pyc │ │ ├── dummy_onnx_objects.cpython-310.pyc │ │ ├── dummy_onnx_objects.cpython-38.pyc │ │ ├── dummy_onnx_objects.cpython-39.pyc │ │ ├── dummy_torch_and_librosa_objects.cpython-310.pyc │ │ ├── dummy_torch_and_librosa_objects.cpython-38.pyc │ │ ├── dummy_torch_and_librosa_objects.cpython-39.pyc │ │ ├── dummy_torch_and_scipy_objects.cpython-38.pyc │ │ ├── dummy_torch_and_scipy_objects.cpython-39.pyc │ │ ├── dummy_torch_and_torchsde_objects.cpython-310.pyc │ │ ├── dummy_torch_and_torchsde_objects.cpython-38.pyc │ │ ├── dummy_torch_and_torchsde_objects.cpython-39.pyc │ │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.cpython-310.pyc │ │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.cpython-38.pyc │ │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.cpython-39.pyc │ │ ├── dummy_torch_and_transformers_and_onnx_objects.cpython-310.pyc │ │ ├── dummy_torch_and_transformers_and_onnx_objects.cpython-38.pyc │ │ ├── dummy_torch_and_transformers_and_onnx_objects.cpython-39.pyc │ │ ├── dummy_torch_and_transformers_objects.cpython-38.pyc │ │ ├── dummy_torch_and_transformers_objects.cpython-39.pyc │ │ ├── dummy_transformers_and_torch_and_note_seq_objects.cpython-310.pyc │ │ ├── dummy_transformers_and_torch_and_note_seq_objects.cpython-38.pyc │ │ ├── dummy_transformers_and_torch_and_note_seq_objects.cpython-39.pyc │ │ ├── dynamic_modules_utils.cpython-310.pyc │ │ ├── dynamic_modules_utils.cpython-38.pyc │ │ ├── dynamic_modules_utils.cpython-39.pyc │ │ ├── export_utils.cpython-310.pyc │ │ ├── export_utils.cpython-38.pyc │ │ ├── export_utils.cpython-39.pyc │ │ ├── hub_utils.cpython-310.pyc │ │ ├── hub_utils.cpython-38.pyc │ │ ├── hub_utils.cpython-39.pyc │ │ ├── import_utils.cpython-310.pyc │ │ ├── import_utils.cpython-38.pyc │ │ ├── import_utils.cpython-39.pyc │ │ ├── loading_utils.cpython-310.pyc │ │ ├── loading_utils.cpython-38.pyc │ │ ├── loading_utils.cpython-39.pyc │ │ ├── logging.cpython-310.pyc │ │ ├── logging.cpython-38.pyc │ │ ├── logging.cpython-39.pyc │ │ ├── outputs.cpython-310.pyc │ │ ├── outputs.cpython-38.pyc │ │ ├── outputs.cpython-39.pyc │ │ ├── peft_utils.cpython-310.pyc │ │ ├── peft_utils.cpython-38.pyc │ │ ├── peft_utils.cpython-39.pyc │ │ ├── pil_utils.cpython-310.pyc │ │ ├── pil_utils.cpython-38.pyc │ │ ├── pil_utils.cpython-39.pyc │ │ ├── state_dict_utils.cpython-310.pyc │ │ ├── state_dict_utils.cpython-38.pyc │ │ ├── state_dict_utils.cpython-39.pyc │ │ ├── torch_utils.cpython-310.pyc │ │ ├── torch_utils.cpython-38.pyc │ │ └── torch_utils.cpython-39.pyc │ │ ├── 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_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 ├── lora_diffusion │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── cli_pt_to_safetensors.cpython-310.pyc │ │ ├── cli_pt_to_safetensors.cpython-39.pyc │ │ ├── dataset.cpython-310.pyc │ │ ├── dataset.cpython-38.pyc │ │ ├── dataset.cpython-39.pyc │ │ ├── lora.cpython-310.pyc │ │ ├── lora.cpython-38.pyc │ │ ├── lora.cpython-39.pyc │ │ ├── lora_manager.cpython-310.pyc │ │ ├── lora_manager.cpython-38.pyc │ │ ├── lora_manager.cpython-39.pyc │ │ ├── preprocess_files.cpython-310.pyc │ │ ├── preprocess_files.cpython-38.pyc │ │ ├── preprocess_files.cpython-39.pyc │ │ ├── utils.cpython-310.pyc │ │ ├── utils.cpython-38.pyc │ │ ├── utils.cpython-39.pyc │ │ ├── xformers_utils.cpython-310.pyc │ │ ├── xformers_utils.cpython-38.pyc │ │ └── xformers_utils.cpython-39.pyc │ ├── cli_lora_add.py │ ├── cli_lora_pti.py │ ├── cli_pt_to_safetensors.py │ ├── cli_svd.py │ ├── dataset.py │ ├── lora.py │ ├── lora_manager.py │ ├── preprocess_files.py │ ├── safe_open.py │ ├── to_ckpt_v2.py │ ├── utils.py │ └── xformers_utils.py ├── main.py ├── requirements.txt ├── train.sh └── utils.py ├── infer.py ├── libs ├── DiT.py ├── __init__.py ├── __pycache__ │ ├── DiT.cpython-310.pyc │ ├── __init__.cpython-310.pyc │ ├── attention_processor.cpython-310.pyc │ ├── resampler.cpython-310.pyc │ ├── timm.cpython-310.pyc │ ├── timm2.cpython-310.pyc │ └── uvit.cpython-310.pyc ├── attention_processor.py ├── autoencoder.py ├── clip.py ├── resampler.py ├── timm2.py ├── uvit.py └── uvit_t2i.py ├── requirements.txt ├── train_sd_ensemble_dmd.py ├── train_sd_ensemble_dmd.sh ├── train_sd_ensemble_reg.py ├── train_sd_ensemble_reg.sh └── tuning-based-personalization ├── .DS_Store ├── config ├── .DS_Store ├── __pycache__ │ ├── sd.cpython-310.pyc │ ├── sd_lora.cpython-310.pyc │ ├── sd_lora.cpython-38.pyc │ ├── sd_lora.cpython-39.pyc │ ├── sd_lora_style.cpython-310.pyc │ ├── sd_test.cpython-310.pyc │ ├── sd_token.cpython-310.pyc │ ├── sd_token.cpython-38.pyc │ ├── sdxl_lora.cpython-310.pyc │ ├── sdxl_lora.cpython-38.pyc │ └── sdxl_lora.cpython-39.pyc ├── none │ ├── sd_lora_style.py │ └── sdxl_lora.py ├── sd.py ├── sd_lora.py └── sd_token.py ├── daam ├── .DS_Store ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-39.pyc │ ├── _version.cpython-310.pyc │ ├── _version.cpython-39.pyc │ ├── evaluate.cpython-310.pyc │ ├── evaluate.cpython-39.pyc │ ├── experiment.cpython-310.pyc │ ├── experiment.cpython-39.pyc │ ├── heatmap.cpython-310.pyc │ ├── heatmap.cpython-39.pyc │ ├── hook.cpython-310.pyc │ ├── hook.cpython-39.pyc │ ├── trace.cpython-310.pyc │ ├── trace.cpython-39.pyc │ ├── utils.cpython-310.pyc │ └── utils.cpython-39.pyc ├── _version.py ├── evaluate.py ├── experiment.py ├── heatmap.py ├── hook.py ├── run │ ├── __init__.py │ ├── demo.py │ ├── evaluate.py │ └── generate.py ├── trace.py └── utils.py ├── diffpure.py ├── diffusers ├── .DS_Store ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── configuration_utils.cpython-310.pyc │ ├── configuration_utils.cpython-38.pyc │ ├── configuration_utils.cpython-39.pyc │ ├── image_processor.cpython-310.pyc │ ├── image_processor.cpython-38.pyc │ ├── image_processor.cpython-39.pyc │ ├── loaders.cpython-310.pyc │ ├── loaders.cpython-38.pyc │ ├── loaders.cpython-39.pyc │ ├── optimization.cpython-310.pyc │ ├── optimization.cpython-38.pyc │ ├── optimization.cpython-39.pyc │ └── training_utils.cpython-310.pyc ├── 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.py ├── models │ ├── README.md │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── activations.cpython-310.pyc │ │ ├── activations.cpython-38.pyc │ │ ├── activations.cpython-39.pyc │ │ ├── attention.cpython-310.pyc │ │ ├── attention.cpython-38.pyc │ │ ├── attention.cpython-39.pyc │ │ ├── attention_processor.cpython-310.pyc │ │ ├── attention_processor.cpython-38.pyc │ │ ├── attention_processor.cpython-39.pyc │ │ ├── autoencoder_kl.cpython-310.pyc │ │ ├── autoencoder_kl.cpython-38.pyc │ │ ├── autoencoder_kl.cpython-39.pyc │ │ ├── dual_transformer_2d.cpython-310.pyc │ │ ├── dual_transformer_2d.cpython-38.pyc │ │ ├── dual_transformer_2d.cpython-39.pyc │ │ ├── embeddings.cpython-310.pyc │ │ ├── embeddings.cpython-38.pyc │ │ ├── embeddings.cpython-39.pyc │ │ ├── lora.cpython-310.pyc │ │ ├── lora.cpython-38.pyc │ │ ├── lora.cpython-39.pyc │ │ ├── modeling_utils.cpython-310.pyc │ │ ├── modeling_utils.cpython-38.pyc │ │ ├── modeling_utils.cpython-39.pyc │ │ ├── resnet.cpython-310.pyc │ │ ├── resnet.cpython-38.pyc │ │ ├── resnet.cpython-39.pyc │ │ ├── transformer_2d.cpython-310.pyc │ │ ├── transformer_2d.cpython-38.pyc │ │ ├── transformer_2d.cpython-39.pyc │ │ ├── unet_2d_blocks.cpython-310.pyc │ │ ├── unet_2d_blocks.cpython-38.pyc │ │ ├── unet_2d_blocks.cpython-39.pyc │ │ ├── unet_2d_condition.cpython-310.pyc │ │ ├── unet_2d_condition.cpython-38.pyc │ │ ├── unet_2d_condition.cpython-39.pyc │ │ ├── vae.cpython-310.pyc │ │ ├── vae.cpython-38.pyc │ │ └── vae.cpython-39.pyc │ ├── activations.py │ ├── adapter.py │ ├── attention.py │ ├── attention_flax.py │ ├── attention_processor.py │ ├── autoencoder_asym_kl.py │ ├── autoencoder_kl.py │ ├── autoencoder_tiny.py │ ├── controlnet.py │ ├── controlnet_flax.py │ ├── dual_transformer_2d.py │ ├── embeddings.py │ ├── embeddings_flax.py │ ├── lora.py │ ├── modeling_flax_pytorch_utils.py │ ├── modeling_flax_utils.py │ ├── modeling_pytorch_flax_utils.py │ ├── modeling_utils.py │ ├── prior_transformer.py │ ├── resnet.py │ ├── resnet_flax.py │ ├── t5_film_transformer.py │ ├── transformer_2d.py │ ├── transformer_temporal.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 │ ├── vae.py │ ├── vae_flax.py │ └── vq_model.py ├── optimization.py ├── pipelines │ ├── README.md │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── onnx_utils.cpython-310.pyc │ │ ├── pipeline_utils.cpython-310.pyc │ │ ├── pipeline_utils.cpython-38.pyc │ │ └── pipeline_utils.cpython-39.pyc │ ├── 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 │ ├── audioldm │ │ ├── __init__.py │ │ └── pipeline_audioldm.py │ ├── audioldm2 │ │ ├── __init__.py │ │ ├── modeling_audioldm2.py │ │ └── pipeline_audioldm2.py │ ├── auto_pipeline.py │ ├── blip_diffusion │ │ ├── __init__.py │ │ ├── blip_image_processing.py │ │ ├── modeling_blip2.py │ │ ├── modeling_ctx_clip.py │ │ └── pipeline_blip_diffusion.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 │ ├── 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 │ ├── dit │ │ ├── __init__.py │ │ └── pipeline_dit.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 │ ├── latent_diffusion │ │ ├── __init__.py │ │ ├── pipeline_latent_diffusion.py │ │ └── pipeline_latent_diffusion_superresolution.py │ ├── latent_diffusion_uncond │ │ ├── __init__.py │ │ └── pipeline_latent_diffusion_uncond.py │ ├── musicldm │ │ ├── __init__.py │ │ └── pipeline_musicldm.py │ ├── onnx_utils.py │ ├── paint_by_example │ │ ├── __init__.py │ │ ├── image_encoder.py │ │ └── pipeline_paint_by_example.py │ ├── pipeline_flax_utils.py │ ├── pipeline_utils.py │ ├── pndm │ │ ├── __init__.py │ │ └── pipeline_pndm.py │ ├── repaint │ │ ├── __init__.py │ │ └── pipeline_repaint.py │ ├── score_sde_ve │ │ ├── __init__.py │ │ └── pipeline_score_sde_ve.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 │ ├── spectrogram_diffusion │ │ ├── __init__.py │ │ ├── continous_encoder.py │ │ ├── midi_utils.py │ │ ├── notes_encoder.py │ │ └── pipeline_spectrogram_diffusion.py │ ├── stable_diffusion │ │ ├── README.md │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ ├── pipeline_output.cpython-38.pyc │ │ │ ├── pipeline_output.cpython-39.pyc │ │ │ ├── pipeline_stable_diffusion.cpython-310.pyc │ │ │ ├── pipeline_stable_diffusion.cpython-38.pyc │ │ │ ├── pipeline_stable_diffusion.cpython-39.pyc │ │ │ ├── pipeline_stable_diffusion_img2img.cpython-310.pyc │ │ │ ├── safety_checker.cpython-310.pyc │ │ │ ├── safety_checker.cpython-38.pyc │ │ │ └── safety_checker.cpython-39.pyc │ │ ├── clip_image_project_model.py │ │ ├── convert_from_ckpt.py │ │ ├── pipeline_cycle_diffusion.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_inpaint_legacy.py │ │ ├── pipeline_onnx_stable_diffusion_upscale.py │ │ ├── pipeline_output.py │ │ ├── pipeline_stable_diffusion.py │ │ ├── pipeline_stable_diffusion_attend_and_excite.py │ │ ├── pipeline_stable_diffusion_depth2img.py │ │ ├── pipeline_stable_diffusion_diffedit.py │ │ ├── pipeline_stable_diffusion_gligen.py │ │ ├── pipeline_stable_diffusion_gligen_text_image.py │ │ ├── pipeline_stable_diffusion_image_variation.py │ │ ├── pipeline_stable_diffusion_img2img.py │ │ ├── pipeline_stable_diffusion_inpaint.py │ │ ├── pipeline_stable_diffusion_inpaint_legacy.py │ │ ├── pipeline_stable_diffusion_instruct_pix2pix.py │ │ ├── pipeline_stable_diffusion_k_diffusion.py │ │ ├── pipeline_stable_diffusion_latent_upscale.py │ │ ├── pipeline_stable_diffusion_ldm3d.py │ │ ├── pipeline_stable_diffusion_model_editing.py │ │ ├── pipeline_stable_diffusion_panorama.py │ │ ├── pipeline_stable_diffusion_paradigms.py │ │ ├── pipeline_stable_diffusion_pix2pix_zero.py │ │ ├── pipeline_stable_diffusion_sag.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_safe │ │ ├── __init__.py │ │ ├── pipeline_output.py │ │ ├── pipeline_stable_diffusion_safe.py │ │ └── safety_checker.py │ ├── stable_diffusion_xl │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── pipeline_output.cpython-310.pyc │ │ │ ├── pipeline_output.cpython-38.pyc │ │ │ ├── pipeline_output.cpython-39.pyc │ │ │ ├── pipeline_stable_diffusion_xl.cpython-310.pyc │ │ │ ├── pipeline_stable_diffusion_xl.cpython-38.pyc │ │ │ ├── pipeline_stable_diffusion_xl.cpython-39.pyc │ │ │ ├── watermark.cpython-38.pyc │ │ │ └── watermark.cpython-39.pyc │ │ ├── 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 │ ├── stochastic_karras_ve │ │ ├── __init__.py │ │ └── pipeline_stochastic_karras_ve.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 │ ├── 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 │ ├── 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 │ └── 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 │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── scheduling_ddim.cpython-310.pyc │ │ ├── scheduling_ddim.cpython-38.pyc │ │ ├── scheduling_ddim.cpython-39.pyc │ │ ├── scheduling_ddpm.cpython-310.pyc │ │ ├── scheduling_ddpm.cpython-38.pyc │ │ ├── scheduling_ddpm.cpython-39.pyc │ │ ├── scheduling_deis_multistep.cpython-310.pyc │ │ ├── scheduling_deis_multistep.cpython-38.pyc │ │ ├── scheduling_deis_multistep.cpython-39.pyc │ │ ├── scheduling_dpmsolver_multistep.cpython-310.pyc │ │ ├── scheduling_dpmsolver_multistep.cpython-38.pyc │ │ ├── scheduling_dpmsolver_multistep.cpython-39.pyc │ │ ├── scheduling_dpmsolver_sde.cpython-310.pyc │ │ ├── scheduling_dpmsolver_singlestep.cpython-310.pyc │ │ ├── scheduling_dpmsolver_singlestep.cpython-38.pyc │ │ ├── scheduling_dpmsolver_singlestep.cpython-39.pyc │ │ ├── scheduling_euler_ancestral_discrete.cpython-310.pyc │ │ ├── scheduling_euler_ancestral_discrete.cpython-38.pyc │ │ ├── scheduling_euler_ancestral_discrete.cpython-39.pyc │ │ ├── scheduling_euler_discrete.cpython-310.pyc │ │ ├── scheduling_euler_discrete.cpython-38.pyc │ │ ├── scheduling_euler_discrete.cpython-39.pyc │ │ ├── scheduling_heun_discrete.cpython-310.pyc │ │ ├── scheduling_heun_discrete.cpython-38.pyc │ │ ├── scheduling_heun_discrete.cpython-39.pyc │ │ ├── scheduling_k_dpm_2_ancestral_discrete.cpython-310.pyc │ │ ├── scheduling_k_dpm_2_ancestral_discrete.cpython-38.pyc │ │ ├── scheduling_k_dpm_2_ancestral_discrete.cpython-39.pyc │ │ ├── scheduling_k_dpm_2_discrete.cpython-310.pyc │ │ ├── scheduling_k_dpm_2_discrete.cpython-38.pyc │ │ ├── scheduling_k_dpm_2_discrete.cpython-39.pyc │ │ ├── scheduling_lms_discrete.cpython-310.pyc │ │ ├── scheduling_lms_discrete.cpython-38.pyc │ │ ├── scheduling_lms_discrete.cpython-39.pyc │ │ ├── scheduling_pndm.cpython-310.pyc │ │ ├── scheduling_pndm.cpython-38.pyc │ │ ├── scheduling_pndm.cpython-39.pyc │ │ ├── scheduling_unipc_multistep.cpython-310.pyc │ │ ├── scheduling_unipc_multistep.cpython-38.pyc │ │ ├── scheduling_unipc_multistep.cpython-39.pyc │ │ ├── scheduling_utils.cpython-310.pyc │ │ ├── scheduling_utils.cpython-38.pyc │ │ └── scheduling_utils.cpython-39.pyc │ ├── scheduling_consistency_models.py │ ├── scheduling_ddim.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_dpmsolver_multistep.py │ ├── scheduling_dpmsolver_multistep_flax.py │ ├── scheduling_dpmsolver_multistep_inverse.py │ ├── scheduling_dpmsolver_sde.py │ ├── scheduling_dpmsolver_singlestep.py │ ├── scheduling_euler_ancestral_discrete.py │ ├── scheduling_euler_discrete.py │ ├── scheduling_euler_discrete_flax.py │ ├── scheduling_heun_discrete.py │ ├── scheduling_ipndm.py │ ├── scheduling_k_dpm_2_ancestral_discrete.py │ ├── scheduling_k_dpm_2_discrete.py │ ├── scheduling_karras_ve.py │ ├── scheduling_karras_ve_flax.py │ ├── scheduling_lms_discrete.py │ ├── scheduling_lms_discrete_flax.py │ ├── scheduling_pndm.py │ ├── scheduling_pndm_flax.py │ ├── scheduling_repaint.py │ ├── scheduling_sde_ve.py │ ├── scheduling_sde_ve_flax.py │ ├── scheduling_sde_vp.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 │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── accelerate_utils.cpython-310.pyc │ ├── accelerate_utils.cpython-38.pyc │ ├── accelerate_utils.cpython-39.pyc │ ├── constants.cpython-310.pyc │ ├── constants.cpython-38.pyc │ ├── constants.cpython-39.pyc │ ├── deprecation_utils.cpython-310.pyc │ ├── deprecation_utils.cpython-38.pyc │ ├── deprecation_utils.cpython-39.pyc │ ├── doc_utils.cpython-310.pyc │ ├── doc_utils.cpython-38.pyc │ ├── doc_utils.cpython-39.pyc │ ├── dummy_flax_and_transformers_objects.cpython-310.pyc │ ├── dummy_flax_and_transformers_objects.cpython-38.pyc │ ├── dummy_flax_and_transformers_objects.cpython-39.pyc │ ├── dummy_flax_objects.cpython-310.pyc │ ├── dummy_flax_objects.cpython-38.pyc │ ├── dummy_flax_objects.cpython-39.pyc │ ├── dummy_note_seq_objects.cpython-310.pyc │ ├── dummy_note_seq_objects.cpython-38.pyc │ ├── dummy_note_seq_objects.cpython-39.pyc │ ├── dummy_onnx_objects.cpython-310.pyc │ ├── dummy_onnx_objects.cpython-38.pyc │ ├── dummy_onnx_objects.cpython-39.pyc │ ├── dummy_torch_and_librosa_objects.cpython-310.pyc │ ├── dummy_torch_and_librosa_objects.cpython-38.pyc │ ├── dummy_torch_and_librosa_objects.cpython-39.pyc │ ├── dummy_torch_and_scipy_objects.cpython-38.pyc │ ├── dummy_torch_and_scipy_objects.cpython-39.pyc │ ├── dummy_torch_and_torchsde_objects.cpython-310.pyc │ ├── dummy_torch_and_torchsde_objects.cpython-38.pyc │ ├── dummy_torch_and_torchsde_objects.cpython-39.pyc │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.cpython-310.pyc │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.cpython-38.pyc │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.cpython-39.pyc │ ├── dummy_torch_and_transformers_and_onnx_objects.cpython-310.pyc │ ├── dummy_torch_and_transformers_and_onnx_objects.cpython-38.pyc │ ├── dummy_torch_and_transformers_and_onnx_objects.cpython-39.pyc │ ├── dummy_transformers_and_torch_and_note_seq_objects.cpython-310.pyc │ ├── dummy_transformers_and_torch_and_note_seq_objects.cpython-38.pyc │ ├── dummy_transformers_and_torch_and_note_seq_objects.cpython-39.pyc │ ├── dynamic_modules_utils.cpython-310.pyc │ ├── dynamic_modules_utils.cpython-38.pyc │ ├── dynamic_modules_utils.cpython-39.pyc │ ├── export_utils.cpython-310.pyc │ ├── export_utils.cpython-38.pyc │ ├── export_utils.cpython-39.pyc │ ├── hub_utils.cpython-310.pyc │ ├── hub_utils.cpython-38.pyc │ ├── hub_utils.cpython-39.pyc │ ├── import_utils.cpython-310.pyc │ ├── import_utils.cpython-38.pyc │ ├── import_utils.cpython-39.pyc │ ├── loading_utils.cpython-310.pyc │ ├── loading_utils.cpython-38.pyc │ ├── loading_utils.cpython-39.pyc │ ├── logging.cpython-310.pyc │ ├── logging.cpython-38.pyc │ ├── logging.cpython-39.pyc │ ├── outputs.cpython-310.pyc │ ├── outputs.cpython-38.pyc │ ├── outputs.cpython-39.pyc │ ├── peft_utils.cpython-310.pyc │ ├── peft_utils.cpython-38.pyc │ ├── peft_utils.cpython-39.pyc │ ├── pil_utils.cpython-310.pyc │ ├── pil_utils.cpython-38.pyc │ ├── pil_utils.cpython-39.pyc │ ├── state_dict_utils.cpython-310.pyc │ ├── state_dict_utils.cpython-38.pyc │ ├── state_dict_utils.cpython-39.pyc │ ├── torch_utils.cpython-310.pyc │ ├── torch_utils.cpython-38.pyc │ └── torch_utils.cpython-39.pyc │ ├── 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_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 ├── diffxl.py ├── image └── .DS_Store ├── infer_db.py ├── infer_lora.py ├── jpeg.py ├── logs ├── tesd_0.log ├── tesd_01.log ├── tesd_014.log ├── tesd_015.log ├── tesd_02.log ├── tesd_021.log ├── tesd_02112.log ├── test_.log ├── test_s2d.log ├── test_sd.log ├── test_sd01.log ├── test_sd02.log ├── test_sd022.log ├── test_sd03.log ├── test_sd04.log ├── test_sd05.log ├── test_sd06.log ├── test_sd07.log ├── test_sd08.log ├── test_sd09.log ├── test_sd1.log ├── test_sd10.log ├── test_sd10001.log ├── test_sd1214.log ├── test_sd1215.log ├── test_sd1221.log ├── test_sd14.log ├── test_sd14815.log ├── test_sd15.log ├── test_sd15015.log ├── test_sd155.log ├── test_sd15815.log ├── test_sd2.log ├── test_sd21.log ├── test_sd215.log ├── test_sd2150.log ├── test_sd21815.log ├── test_sd22.log ├── test_sd28.log ├── test_sd3.log ├── test_sd33.log ├── test_sd4.log ├── test_sd47.log ├── test_sd5.log ├── test_sd6.log ├── test_sd614.log ├── test_sd615.log ├── test_sd621.log ├── test_sd64.log ├── test_sd8.log ├── test_sd814.log ├── test_sd815.log ├── test_sd821.log ├── test_sda14.log ├── test_sda15.log ├── test_sda21.log └── test_sdg.log ├── requirements.txt ├── results_json ├── .DS_Store ├── avg_grad_comparison.png ├── 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