├── LICENSE ├── README.md ├── autoencoder.py ├── conditioned_prediction.py ├── decode.py ├── decoder.py ├── dist └── diffusers-0.22.0.dev0-py3.9.egg ├── draw.py ├── drawtkinter.py ├── fit_triplane ├── README.md ├── base.json ├── fit.py └── sampledata │ ├── bbxs.npy │ ├── crop11.obj │ └── sdf_points.npz ├── fullpipeline.ipynb ├── fullpipeline.py ├── img ├── inference.gif ├── teaser.gif └── tutorial.gif ├── mesh.py ├── output ├── cond │ └── latents │ │ └── 0.npy ├── exp1_32-56-24 │ ├── latents │ │ ├── 0_0.npy │ │ └── 0_1.npy │ └── layout_32-56-24 │ │ ├── 0_0.npy │ │ └── 0_1.npy ├── exp2_32-56-24 │ ├── latents │ │ ├── 0_0.npy │ │ └── 0_1.npy │ └── layout_32-56-24 │ │ ├── 0_0.npy │ │ └── 0_1.npy ├── largeroom_233-270-24 │ ├── latents │ │ ├── 0_0.npy │ │ ├── 0_1.npy │ │ ├── 0_10.npy │ │ ├── 0_2.npy │ │ ├── 0_3.npy │ │ ├── 0_4.npy │ │ ├── 0_5.npy │ │ ├── 0_6.npy │ │ ├── 0_7.npy │ │ ├── 0_8.npy │ │ ├── 0_9.npy │ │ ├── 1_0.npy │ │ ├── 1_1.npy │ │ ├── 1_10.npy │ │ ├── 1_2.npy │ │ ├── 1_3.npy │ │ ├── 1_4.npy │ │ ├── 1_5.npy │ │ ├── 1_6.npy │ │ ├── 1_7.npy │ │ ├── 1_8.npy │ │ ├── 1_9.npy │ │ ├── 2_0.npy │ │ ├── 2_1.npy │ │ ├── 2_10.npy │ │ ├── 2_2.npy │ │ ├── 2_3.npy │ │ ├── 2_4.npy │ │ ├── 2_5.npy │ │ ├── 2_6.npy │ │ ├── 2_7.npy │ │ ├── 2_8.npy │ │ ├── 2_9.npy │ │ ├── 3_0.npy │ │ ├── 3_1.npy │ │ ├── 3_10.npy │ │ ├── 3_2.npy │ │ ├── 3_3.npy │ │ ├── 3_4.npy │ │ ├── 3_5.npy │ │ ├── 3_6.npy │ │ ├── 3_7.npy │ │ ├── 3_8.npy │ │ ├── 3_9.npy │ │ ├── 4_0.npy │ │ ├── 4_1.npy │ │ ├── 4_10.npy │ │ ├── 4_2.npy │ │ ├── 4_3.npy │ │ ├── 4_4.npy │ │ ├── 4_5.npy │ │ ├── 4_6.npy │ │ ├── 4_7.npy │ │ ├── 4_8.npy │ │ ├── 4_9.npy │ │ ├── 5_0.npy │ │ ├── 5_1.npy │ │ ├── 5_10.npy │ │ ├── 5_2.npy │ │ ├── 5_3.npy │ │ ├── 5_4.npy │ │ ├── 5_5.npy │ │ ├── 5_6.npy │ │ ├── 5_7.npy │ │ ├── 5_8.npy │ │ ├── 5_9.npy │ │ ├── 6_0.npy │ │ ├── 6_1.npy │ │ ├── 6_10.npy │ │ ├── 6_2.npy │ │ ├── 6_3.npy │ │ ├── 6_4.npy │ │ ├── 6_5.npy │ │ ├── 6_6.npy │ │ ├── 6_7.npy │ │ ├── 6_8.npy │ │ ├── 6_9.npy │ │ ├── 7_0.npy │ │ ├── 7_1.npy │ │ ├── 7_10.npy │ │ ├── 7_2.npy │ │ ├── 7_3.npy │ │ ├── 7_4.npy │ │ ├── 7_5.npy │ │ ├── 7_6.npy │ │ ├── 7_7.npy │ │ ├── 7_8.npy │ │ ├── 7_9.npy │ │ ├── 8_0.npy │ │ ├── 8_1.npy │ │ ├── 8_10.npy │ │ ├── 8_2.npy │ │ ├── 8_3.npy │ │ ├── 8_4.npy │ │ ├── 8_5.npy │ │ ├── 8_6.npy │ │ ├── 8_7.npy │ │ ├── 8_8.npy │ │ ├── 8_9.npy │ │ ├── 9_0.npy │ │ ├── 9_1.npy │ │ ├── 9_10.npy │ │ ├── 9_2.npy │ │ ├── 9_3.npy │ │ ├── 9_4.npy │ │ ├── 9_5.npy │ │ ├── 9_6.npy │ │ ├── 9_7.npy │ │ ├── 9_8.npy │ │ └── 9_9.npy │ └── layout_233-270-24 │ │ ├── 0_0.npy │ │ ├── 0_1.npy │ │ ├── 0_10.npy │ │ ├── 0_2.npy │ │ ├── 0_3.npy │ │ ├── 0_4.npy │ │ ├── 0_5.npy │ │ ├── 0_6.npy │ │ ├── 0_7.npy │ │ ├── 0_8.npy │ │ ├── 0_9.npy │ │ ├── 1_0.npy │ │ ├── 1_1.npy │ │ ├── 1_10.npy │ │ ├── 1_2.npy │ │ ├── 1_3.npy │ │ ├── 1_4.npy │ │ ├── 1_5.npy │ │ ├── 1_6.npy │ │ ├── 1_7.npy │ │ ├── 1_8.npy │ │ ├── 1_9.npy │ │ ├── 2_0.npy │ │ ├── 2_1.npy │ │ ├── 2_10.npy │ │ ├── 2_2.npy │ │ ├── 2_3.npy │ │ ├── 2_4.npy │ │ ├── 2_5.npy │ │ ├── 2_6.npy │ │ ├── 2_7.npy │ │ ├── 2_8.npy │ │ ├── 2_9.npy │ │ ├── 3_0.npy │ │ ├── 3_1.npy │ │ ├── 3_10.npy │ │ ├── 3_2.npy │ │ ├── 3_3.npy │ │ ├── 3_4.npy │ │ ├── 3_5.npy │ │ ├── 3_6.npy │ │ ├── 3_7.npy │ │ ├── 3_8.npy │ │ ├── 3_9.npy │ │ ├── 4_0.npy │ │ ├── 4_1.npy │ │ ├── 4_10.npy │ │ ├── 4_2.npy │ │ ├── 4_3.npy │ │ ├── 4_4.npy │ │ ├── 4_5.npy │ │ ├── 4_6.npy │ │ ├── 4_7.npy │ │ ├── 4_8.npy │ │ ├── 4_9.npy │ │ ├── 5_0.npy │ │ ├── 5_1.npy │ │ ├── 5_10.npy │ │ ├── 5_2.npy │ │ ├── 5_3.npy │ │ ├── 5_4.npy │ │ ├── 5_5.npy │ │ ├── 5_6.npy │ │ ├── 5_7.npy │ │ ├── 5_8.npy │ │ ├── 5_9.npy │ │ ├── 6_0.npy │ │ ├── 6_1.npy │ │ ├── 6_10.npy │ │ ├── 6_2.npy │ │ ├── 6_3.npy │ │ ├── 6_4.npy │ │ ├── 6_5.npy │ │ ├── 6_6.npy │ │ ├── 6_7.npy │ │ ├── 6_8.npy │ │ ├── 6_9.npy │ │ ├── 7_0.npy │ │ ├── 7_1.npy │ │ ├── 7_10.npy │ │ ├── 7_2.npy │ │ ├── 7_3.npy │ │ ├── 7_4.npy │ │ ├── 7_5.npy │ │ ├── 7_6.npy │ │ ├── 7_7.npy │ │ ├── 7_8.npy │ │ ├── 7_9.npy │ │ ├── 8_0.npy │ │ ├── 8_1.npy │ │ ├── 8_10.npy │ │ ├── 8_2.npy │ │ ├── 8_3.npy │ │ ├── 8_4.npy │ │ ├── 8_5.npy │ │ ├── 8_6.npy │ │ ├── 8_7.npy │ │ ├── 8_8.npy │ │ ├── 8_9.npy │ │ ├── 9_0.npy │ │ ├── 9_1.npy │ │ ├── 9_10.npy │ │ ├── 9_2.npy │ │ ├── 9_3.npy │ │ ├── 9_4.npy │ │ ├── 9_5.npy │ │ ├── 9_6.npy │ │ ├── 9_7.npy │ │ ├── 9_8.npy │ │ └── 9_9.npy └── uncond │ └── latents │ ├── 0.npy │ ├── 1.npy │ ├── 2.npy │ └── 3.npy ├── postprocess.py ├── repaint.py ├── samplelayouts ├── exp1_32-56-24 │ ├── 0_0.npy │ └── 0_1.npy ├── exp2_32-56-24 │ ├── 0_0.npy │ └── 0_1.npy ├── exp3_32-56-24 │ ├── 0_0.npy │ └── 0_1.npy └── largeroom_233-270-24 │ ├── 0_0.npy │ ├── 0_1.npy │ ├── 0_10.npy │ ├── 0_2.npy │ ├── 0_3.npy │ ├── 0_4.npy │ ├── 0_5.npy │ ├── 0_6.npy │ ├── 0_7.npy │ ├── 0_8.npy │ ├── 0_9.npy │ ├── 1_0.npy │ ├── 1_1.npy │ ├── 1_10.npy │ ├── 1_2.npy │ ├── 1_3.npy │ ├── 1_4.npy │ ├── 1_5.npy │ ├── 1_6.npy │ ├── 1_7.npy │ ├── 1_8.npy │ ├── 1_9.npy │ ├── 2_0.npy │ ├── 2_1.npy │ ├── 2_10.npy │ ├── 2_2.npy │ ├── 2_3.npy │ ├── 2_4.npy │ ├── 2_5.npy │ ├── 2_6.npy │ ├── 2_7.npy │ ├── 2_8.npy │ ├── 2_9.npy │ ├── 3_0.npy │ ├── 3_1.npy │ ├── 3_10.npy │ ├── 3_2.npy │ ├── 3_3.npy │ ├── 3_4.npy │ ├── 3_5.npy │ ├── 3_6.npy │ ├── 3_7.npy │ ├── 3_8.npy │ ├── 3_9.npy │ ├── 4_0.npy │ ├── 4_1.npy │ ├── 4_10.npy │ ├── 4_2.npy │ ├── 4_3.npy │ ├── 4_4.npy │ ├── 4_5.npy │ ├── 4_6.npy │ ├── 4_7.npy │ ├── 4_8.npy │ ├── 4_9.npy │ ├── 5_0.npy │ ├── 5_1.npy │ ├── 5_10.npy │ ├── 5_2.npy │ ├── 5_3.npy │ ├── 5_4.npy │ ├── 5_5.npy │ ├── 5_6.npy │ ├── 5_7.npy │ ├── 5_8.npy │ ├── 5_9.npy │ ├── 6_0.npy │ ├── 6_1.npy │ ├── 6_10.npy │ ├── 6_2.npy │ ├── 6_3.npy │ ├── 6_4.npy │ ├── 6_5.npy │ ├── 6_6.npy │ ├── 6_7.npy │ ├── 6_8.npy │ ├── 6_9.npy │ ├── 7_0.npy │ ├── 7_1.npy │ ├── 7_10.npy │ ├── 7_2.npy │ ├── 7_3.npy │ ├── 7_4.npy │ ├── 7_5.npy │ ├── 7_6.npy │ ├── 7_7.npy │ ├── 7_8.npy │ ├── 7_9.npy │ ├── 8_0.npy │ ├── 8_1.npy │ ├── 8_10.npy │ ├── 8_2.npy │ ├── 8_3.npy │ ├── 8_4.npy │ ├── 8_5.npy │ ├── 8_6.npy │ ├── 8_7.npy │ ├── 8_8.npy │ ├── 8_9.npy │ ├── 9_0.npy │ ├── 9_1.npy │ ├── 9_10.npy │ ├── 9_2.npy │ ├── 9_3.npy │ ├── 9_4.npy │ ├── 9_5.npy │ ├── 9_6.npy │ ├── 9_7.npy │ ├── 9_8.npy │ └── 9_9.npy ├── setup.py ├── src ├── diffusers.egg-info │ ├── PKG-INFO │ ├── SOURCES.txt │ ├── dependency_links.txt │ ├── entry_points.txt │ ├── requires.txt │ └── top_level.txt └── diffusers │ ├── __init__.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.py │ ├── models │ ├── README.md │ ├── __init__.py │ ├── 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 │ ├── 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 │ │ ├── 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 │ │ ├── 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 │ ├── schedulers │ ├── README.md │ ├── __init__.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.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 │ ├── 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 └── unconditioned_prediction.py /LICENSE: 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