├── .gitignore ├── README.md ├── assets ├── stylemaster.gif └── v2v.gif ├── evaluation ├── style_set │ ├── 0001.jpg │ ├── 0003.jpg │ ├── 002.jpg │ ├── 005.jpg │ ├── 05.jpg │ ├── 06.jpg │ ├── 07.jpg │ ├── 09.jpg │ ├── 800.jpg │ ├── oil_paint_2.jpg │ ├── ukiyoe.jpg │ └── vangough.png └── stylized_videos_for_test.csv ├── models └── Wan-AI │ └── Wan2.1-T2V-1.3B │ ├── .msc │ ├── .mv │ ├── LICENSE.txt │ ├── README.md │ ├── assets │ ├── comp_effic.png │ ├── data_for_diff_stage.jpg │ ├── i2v_res.png │ ├── logo.png │ ├── t2v_res.jpg │ ├── vben_1.3b_vs_sota.png │ ├── vben_vs_sota.png │ ├── video_dit_arch.jpg │ └── video_vae_res.jpg │ ├── config.json │ ├── configuration.json │ ├── examples │ └── i2v_input.JPG │ └── google │ └── umt5-xxl │ ├── special_tokens_map.json │ ├── spiece.model │ ├── tokenizer.json │ └── tokenizer_config.json ├── style_extraction ├── basic_modules.py └── style_extraction_module.py ├── stylemaster-wan ├── __pycache__ │ ├── basic_modules.cpython-310.pyc │ └── styleproj.cpython-310.pyc ├── basic_modules.py ├── data │ ├── image_example.csv │ └── video_example.csv ├── diffsynth.egg-info │ ├── PKG-INFO │ ├── SOURCES.txt │ ├── dependency_links.txt │ ├── requires.txt │ └── top_level.txt ├── diffsynth │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-312.pyc │ │ └── __init__.cpython-38.pyc │ ├── configs │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── model_config.cpython-310.pyc │ │ │ ├── model_config.cpython-312.pyc │ │ │ └── model_config.cpython-38.pyc │ │ └── model_config.py │ ├── controlnets │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── controlnet_unit.cpython-310.pyc │ │ │ ├── controlnet_unit.cpython-312.pyc │ │ │ ├── controlnet_unit.cpython-38.pyc │ │ │ ├── processors.cpython-310.pyc │ │ │ ├── processors.cpython-312.pyc │ │ │ └── processors.cpython-38.pyc │ │ ├── controlnet_unit.py │ │ └── processors.py │ ├── data │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── video.cpython-310.pyc │ │ │ ├── video.cpython-312.pyc │ │ │ └── video.cpython-38.pyc │ │ ├── simple_text_image.py │ │ └── video.py │ ├── extensions │ │ ├── ESRGAN │ │ │ ├── __init__.py │ │ │ └── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-312.pyc │ │ │ │ └── __init__.cpython-38.pyc │ │ ├── FastBlend │ │ │ ├── __init__.py │ │ │ ├── api.py │ │ │ ├── cupy_kernels.py │ │ │ ├── data.py │ │ │ ├── patch_match.py │ │ │ └── runners │ │ │ │ ├── __init__.py │ │ │ │ ├── accurate.py │ │ │ │ ├── balanced.py │ │ │ │ ├── fast.py │ │ │ │ └── interpolation.py │ │ ├── ImageQualityMetric │ │ │ ├── BLIP │ │ │ │ ├── __init__.py │ │ │ │ ├── blip.py │ │ │ │ ├── blip_pretrain.py │ │ │ │ ├── med.py │ │ │ │ └── vit.py │ │ │ ├── __init__.py │ │ │ ├── aesthetic.py │ │ │ ├── clip.py │ │ │ ├── config.py │ │ │ ├── hps.py │ │ │ ├── imagereward.py │ │ │ ├── mps.py │ │ │ ├── open_clip │ │ │ │ ├── __init__.py │ │ │ │ ├── coca_model.py │ │ │ │ ├── constants.py │ │ │ │ ├── factory.py │ │ │ │ ├── generation_utils.py │ │ │ │ ├── hf_configs.py │ │ │ │ ├── hf_model.py │ │ │ │ ├── loss.py │ │ │ │ ├── model.py │ │ │ │ ├── model_configs │ │ │ │ │ └── ViT-H-14.json │ │ │ │ ├── modified_resnet.py │ │ │ │ ├── openai.py │ │ │ │ ├── pretrained.py │ │ │ │ ├── push_to_hf_hub.py │ │ │ │ ├── timm_model.py │ │ │ │ ├── tokenizer.py │ │ │ │ ├── transform.py │ │ │ │ ├── transformer.py │ │ │ │ ├── utils.py │ │ │ │ └── version.py │ │ │ ├── pickscore.py │ │ │ └── trainer │ │ │ │ ├── __init__.py │ │ │ │ └── models │ │ │ │ ├── __init__.py │ │ │ │ ├── base_model.py │ │ │ │ ├── clip_model.py │ │ │ │ └── cross_modeling.py │ │ ├── RIFE │ │ │ ├── __init__.py │ │ │ └── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-312.pyc │ │ │ │ └── __init__.cpython-38.pyc │ │ ├── __init__.py │ │ └── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ └── __init__.cpython-38.pyc │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── attention.cpython-310.pyc │ │ │ ├── attention.cpython-312.pyc │ │ │ ├── attention.cpython-38.pyc │ │ │ ├── cog_dit.cpython-310.pyc │ │ │ ├── cog_dit.cpython-312.pyc │ │ │ ├── cog_dit.cpython-38.pyc │ │ │ ├── cog_vae.cpython-310.pyc │ │ │ ├── cog_vae.cpython-312.pyc │ │ │ ├── cog_vae.cpython-38.pyc │ │ │ ├── downloader.cpython-310.pyc │ │ │ ├── downloader.cpython-312.pyc │ │ │ ├── downloader.cpython-38.pyc │ │ │ ├── flux_controlnet.cpython-310.pyc │ │ │ ├── flux_controlnet.cpython-312.pyc │ │ │ ├── flux_controlnet.cpython-38.pyc │ │ │ ├── flux_dit.cpython-310.pyc │ │ │ ├── flux_dit.cpython-312.pyc │ │ │ ├── flux_dit.cpython-38.pyc │ │ │ ├── flux_ipadapter.cpython-310.pyc │ │ │ ├── flux_ipadapter.cpython-312.pyc │ │ │ ├── flux_ipadapter.cpython-38.pyc │ │ │ ├── flux_text_encoder.cpython-310.pyc │ │ │ ├── flux_text_encoder.cpython-312.pyc │ │ │ ├── flux_text_encoder.cpython-38.pyc │ │ │ ├── flux_vae.cpython-310.pyc │ │ │ ├── flux_vae.cpython-312.pyc │ │ │ ├── flux_vae.cpython-38.pyc │ │ │ ├── hunyuan_dit.cpython-310.pyc │ │ │ ├── hunyuan_dit.cpython-312.pyc │ │ │ ├── hunyuan_dit.cpython-38.pyc │ │ │ ├── hunyuan_dit_text_encoder.cpython-310.pyc │ │ │ ├── hunyuan_dit_text_encoder.cpython-312.pyc │ │ │ ├── hunyuan_dit_text_encoder.cpython-38.pyc │ │ │ ├── hunyuan_video_dit.cpython-310.pyc │ │ │ ├── hunyuan_video_dit.cpython-312.pyc │ │ │ ├── hunyuan_video_dit.cpython-38.pyc │ │ │ ├── hunyuan_video_text_encoder.cpython-310.pyc │ │ │ ├── hunyuan_video_text_encoder.cpython-312.pyc │ │ │ ├── hunyuan_video_text_encoder.cpython-38.pyc │ │ │ ├── hunyuan_video_vae_decoder.cpython-310.pyc │ │ │ ├── hunyuan_video_vae_decoder.cpython-312.pyc │ │ │ ├── hunyuan_video_vae_decoder.cpython-38.pyc │ │ │ ├── hunyuan_video_vae_encoder.cpython-310.pyc │ │ │ ├── hunyuan_video_vae_encoder.cpython-312.pyc │ │ │ ├── hunyuan_video_vae_encoder.cpython-38.pyc │ │ │ ├── kolors_text_encoder.cpython-310.pyc │ │ │ ├── kolors_text_encoder.cpython-312.pyc │ │ │ ├── kolors_text_encoder.cpython-38.pyc │ │ │ ├── lora.cpython-310.pyc │ │ │ ├── lora.cpython-312.pyc │ │ │ ├── lora.cpython-38.pyc │ │ │ ├── model_manager.cpython-310.pyc │ │ │ ├── model_manager.cpython-312.pyc │ │ │ ├── model_manager.cpython-38.pyc │ │ │ ├── omnigen.cpython-310.pyc │ │ │ ├── omnigen.cpython-312.pyc │ │ │ ├── omnigen.cpython-38.pyc │ │ │ ├── sd3_dit.cpython-310.pyc │ │ │ ├── sd3_dit.cpython-312.pyc │ │ │ ├── sd3_dit.cpython-38.pyc │ │ │ ├── sd3_text_encoder.cpython-310.pyc │ │ │ ├── sd3_text_encoder.cpython-312.pyc │ │ │ ├── sd3_text_encoder.cpython-38.pyc │ │ │ ├── sd3_vae_decoder.cpython-310.pyc │ │ │ ├── sd3_vae_decoder.cpython-312.pyc │ │ │ ├── sd3_vae_decoder.cpython-38.pyc │ │ │ ├── sd3_vae_encoder.cpython-310.pyc │ │ │ ├── sd3_vae_encoder.cpython-312.pyc │ │ │ ├── sd3_vae_encoder.cpython-38.pyc │ │ │ ├── sd_controlnet.cpython-310.pyc │ │ │ ├── sd_controlnet.cpython-312.pyc │ │ │ ├── sd_controlnet.cpython-38.pyc │ │ │ ├── sd_ipadapter.cpython-310.pyc │ │ │ ├── sd_ipadapter.cpython-312.pyc │ │ │ ├── sd_ipadapter.cpython-38.pyc │ │ │ ├── sd_motion.cpython-310.pyc │ │ │ ├── sd_motion.cpython-312.pyc │ │ │ ├── sd_motion.cpython-38.pyc │ │ │ ├── sd_text_encoder.cpython-310.pyc │ │ │ ├── sd_text_encoder.cpython-312.pyc │ │ │ ├── sd_text_encoder.cpython-38.pyc │ │ │ ├── sd_unet.cpython-310.pyc │ │ │ ├── sd_unet.cpython-312.pyc │ │ │ ├── sd_unet.cpython-38.pyc │ │ │ ├── sd_vae_decoder.cpython-310.pyc │ │ │ ├── sd_vae_decoder.cpython-312.pyc │ │ │ ├── sd_vae_decoder.cpython-38.pyc │ │ │ ├── sd_vae_encoder.cpython-310.pyc │ │ │ ├── sd_vae_encoder.cpython-312.pyc │ │ │ ├── sd_vae_encoder.cpython-38.pyc │ │ │ ├── sdxl_controlnet.cpython-310.pyc │ │ │ ├── sdxl_controlnet.cpython-312.pyc │ │ │ ├── sdxl_controlnet.cpython-38.pyc │ │ │ ├── sdxl_ipadapter.cpython-310.pyc │ │ │ ├── sdxl_ipadapter.cpython-312.pyc │ │ │ ├── sdxl_ipadapter.cpython-38.pyc │ │ │ ├── sdxl_motion.cpython-310.pyc │ │ │ ├── sdxl_motion.cpython-312.pyc │ │ │ ├── sdxl_motion.cpython-38.pyc │ │ │ ├── sdxl_text_encoder.cpython-310.pyc │ │ │ ├── sdxl_text_encoder.cpython-312.pyc │ │ │ ├── sdxl_text_encoder.cpython-38.pyc │ │ │ ├── sdxl_unet.cpython-310.pyc │ │ │ ├── sdxl_unet.cpython-312.pyc │ │ │ ├── sdxl_unet.cpython-38.pyc │ │ │ ├── sdxl_vae_decoder.cpython-310.pyc │ │ │ ├── sdxl_vae_decoder.cpython-312.pyc │ │ │ ├── sdxl_vae_decoder.cpython-38.pyc │ │ │ ├── sdxl_vae_encoder.cpython-310.pyc │ │ │ ├── sdxl_vae_encoder.cpython-312.pyc │ │ │ ├── sdxl_vae_encoder.cpython-38.pyc │ │ │ ├── stepvideo_dit.cpython-310.pyc │ │ │ ├── stepvideo_dit.cpython-312.pyc │ │ │ ├── stepvideo_dit.cpython-38.pyc │ │ │ ├── stepvideo_text_encoder.cpython-310.pyc │ │ │ ├── stepvideo_text_encoder.cpython-312.pyc │ │ │ ├── stepvideo_text_encoder.cpython-38.pyc │ │ │ ├── stepvideo_vae.cpython-310.pyc │ │ │ ├── stepvideo_vae.cpython-312.pyc │ │ │ ├── stepvideo_vae.cpython-38.pyc │ │ │ ├── svd_image_encoder.cpython-310.pyc │ │ │ ├── svd_image_encoder.cpython-312.pyc │ │ │ ├── svd_image_encoder.cpython-38.pyc │ │ │ ├── svd_unet.cpython-310.pyc │ │ │ ├── svd_unet.cpython-312.pyc │ │ │ ├── svd_unet.cpython-38.pyc │ │ │ ├── svd_vae_decoder.cpython-310.pyc │ │ │ ├── svd_vae_decoder.cpython-312.pyc │ │ │ ├── svd_vae_decoder.cpython-38.pyc │ │ │ ├── svd_vae_encoder.cpython-310.pyc │ │ │ ├── svd_vae_encoder.cpython-312.pyc │ │ │ ├── svd_vae_encoder.cpython-38.pyc │ │ │ ├── tiler.cpython-310.pyc │ │ │ ├── tiler.cpython-312.pyc │ │ │ ├── tiler.cpython-38.pyc │ │ │ ├── utils.cpython-310.pyc │ │ │ ├── utils.cpython-312.pyc │ │ │ ├── utils.cpython-38.pyc │ │ │ ├── wan_video_dit.cpython-310.pyc │ │ │ ├── wan_video_dit.cpython-312.pyc │ │ │ ├── wan_video_dit.cpython-38.pyc │ │ │ ├── wan_video_image_encoder.cpython-310.pyc │ │ │ ├── wan_video_image_encoder.cpython-312.pyc │ │ │ ├── wan_video_image_encoder.cpython-38.pyc │ │ │ ├── wan_video_text_encoder.cpython-310.pyc │ │ │ ├── wan_video_text_encoder.cpython-312.pyc │ │ │ ├── wan_video_text_encoder.cpython-38.pyc │ │ │ ├── wan_video_vae.cpython-310.pyc │ │ │ ├── wan_video_vae.cpython-312.pyc │ │ │ └── wan_video_vae.cpython-38.pyc │ │ ├── attention.py │ │ ├── cog_dit.py │ │ ├── cog_vae.py │ │ ├── downloader.py │ │ ├── flux_controlnet.py │ │ ├── flux_dit.py │ │ ├── flux_ipadapter.py │ │ ├── flux_text_encoder.py │ │ ├── flux_vae.py │ │ ├── hunyuan_dit.py │ │ ├── hunyuan_dit_text_encoder.py │ │ ├── hunyuan_video_dit.py │ │ ├── hunyuan_video_text_encoder.py │ │ ├── hunyuan_video_vae_decoder.py │ │ ├── hunyuan_video_vae_encoder.py │ │ ├── kolors_text_encoder.py │ │ ├── lora.py │ │ ├── model_manager.py │ │ ├── omnigen.py │ │ ├── sd3_dit.py │ │ ├── sd3_text_encoder.py │ │ ├── sd3_vae_decoder.py │ │ ├── sd3_vae_encoder.py │ │ ├── sd_controlnet.py │ │ ├── sd_ipadapter.py │ │ ├── sd_motion.py │ │ ├── sd_text_encoder.py │ │ ├── sd_unet.py │ │ ├── sd_vae_decoder.py │ │ ├── sd_vae_encoder.py │ │ ├── sdxl_controlnet.py │ │ ├── sdxl_ipadapter.py │ │ ├── sdxl_motion.py │ │ ├── sdxl_text_encoder.py │ │ ├── sdxl_unet.py │ │ ├── sdxl_vae_decoder.py │ │ ├── sdxl_vae_encoder.py │ │ ├── stepvideo_dit.py │ │ ├── stepvideo_text_encoder.py │ │ ├── stepvideo_vae.py │ │ ├── svd_image_encoder.py │ │ ├── svd_unet.py │ │ ├── svd_vae_decoder.py │ │ ├── svd_vae_encoder.py │ │ ├── tiler.py │ │ ├── utils.py │ │ ├── wan_video_dit.py │ │ ├── wan_video_image_encoder.py │ │ ├── wan_video_text_encoder.py │ │ └── wan_video_vae.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base.cpython-310.pyc │ │ │ ├── base.cpython-312.pyc │ │ │ ├── base.cpython-38.pyc │ │ │ ├── cog_video.cpython-310.pyc │ │ │ ├── cog_video.cpython-312.pyc │ │ │ ├── cog_video.cpython-38.pyc │ │ │ ├── dancer.cpython-310.pyc │ │ │ ├── dancer.cpython-312.pyc │ │ │ ├── dancer.cpython-38.pyc │ │ │ ├── flux_image.cpython-310.pyc │ │ │ ├── flux_image.cpython-312.pyc │ │ │ ├── flux_image.cpython-38.pyc │ │ │ ├── hunyuan_image.cpython-310.pyc │ │ │ ├── hunyuan_image.cpython-312.pyc │ │ │ ├── hunyuan_image.cpython-38.pyc │ │ │ ├── hunyuan_video.cpython-310.pyc │ │ │ ├── hunyuan_video.cpython-312.pyc │ │ │ ├── hunyuan_video.cpython-38.pyc │ │ │ ├── omnigen_image.cpython-310.pyc │ │ │ ├── omnigen_image.cpython-312.pyc │ │ │ ├── omnigen_image.cpython-38.pyc │ │ │ ├── pipeline_runner.cpython-310.pyc │ │ │ ├── pipeline_runner.cpython-312.pyc │ │ │ ├── pipeline_runner.cpython-38.pyc │ │ │ ├── sd3_image.cpython-310.pyc │ │ │ ├── sd3_image.cpython-312.pyc │ │ │ ├── sd3_image.cpython-38.pyc │ │ │ ├── sd_image.cpython-310.pyc │ │ │ ├── sd_image.cpython-312.pyc │ │ │ ├── sd_image.cpython-38.pyc │ │ │ ├── sd_video.cpython-310.pyc │ │ │ ├── sd_video.cpython-312.pyc │ │ │ ├── sd_video.cpython-38.pyc │ │ │ ├── sdxl_image.cpython-310.pyc │ │ │ ├── sdxl_image.cpython-312.pyc │ │ │ ├── sdxl_image.cpython-38.pyc │ │ │ ├── sdxl_video.cpython-310.pyc │ │ │ ├── sdxl_video.cpython-312.pyc │ │ │ ├── sdxl_video.cpython-38.pyc │ │ │ ├── step_video.cpython-310.pyc │ │ │ ├── step_video.cpython-312.pyc │ │ │ ├── step_video.cpython-38.pyc │ │ │ ├── svd_video.cpython-310.pyc │ │ │ ├── svd_video.cpython-312.pyc │ │ │ ├── svd_video.cpython-38.pyc │ │ │ ├── wan_video.cpython-310.pyc │ │ │ ├── wan_video.cpython-312.pyc │ │ │ ├── wan_video.cpython-38.pyc │ │ │ ├── wan_video_recammaster.cpython-310.pyc │ │ │ ├── wan_video_recammaster.cpython-312.pyc │ │ │ ├── wan_video_recammaster.cpython-38.pyc │ │ │ └── wan_video_stylemaster.cpython-310.pyc │ │ ├── base.py │ │ ├── cog_video.py │ │ ├── dancer.py │ │ ├── flux_image.py │ │ ├── hunyuan_image.py │ │ ├── hunyuan_video.py │ │ ├── omnigen_image.py │ │ ├── pipeline_runner.py │ │ ├── sd3_image.py │ │ ├── sd_image.py │ │ ├── sd_video.py │ │ ├── sdxl_image.py │ │ ├── sdxl_video.py │ │ ├── step_video.py │ │ ├── svd_video.py │ │ ├── wan_video.py │ │ └── wan_video_stylemaster.py │ ├── processors │ │ ├── FastBlend.py │ │ ├── PILEditor.py │ │ ├── RIFE.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base.cpython-310.pyc │ │ │ ├── base.cpython-312.pyc │ │ │ ├── base.cpython-38.pyc │ │ │ ├── sequencial_processor.cpython-310.pyc │ │ │ ├── sequencial_processor.cpython-312.pyc │ │ │ └── sequencial_processor.cpython-38.pyc │ │ ├── base.py │ │ └── sequencial_processor.py │ ├── prompters │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── base_prompter.cpython-310.pyc │ │ │ ├── base_prompter.cpython-312.pyc │ │ │ ├── base_prompter.cpython-38.pyc │ │ │ ├── cog_prompter.cpython-310.pyc │ │ │ ├── cog_prompter.cpython-312.pyc │ │ │ ├── cog_prompter.cpython-38.pyc │ │ │ ├── flux_prompter.cpython-310.pyc │ │ │ ├── flux_prompter.cpython-312.pyc │ │ │ ├── flux_prompter.cpython-38.pyc │ │ │ ├── hunyuan_dit_prompter.cpython-310.pyc │ │ │ ├── hunyuan_dit_prompter.cpython-312.pyc │ │ │ ├── hunyuan_dit_prompter.cpython-38.pyc │ │ │ ├── hunyuan_video_prompter.cpython-310.pyc │ │ │ ├── hunyuan_video_prompter.cpython-312.pyc │ │ │ ├── hunyuan_video_prompter.cpython-38.pyc │ │ │ ├── kolors_prompter.cpython-310.pyc │ │ │ ├── kolors_prompter.cpython-312.pyc │ │ │ ├── kolors_prompter.cpython-38.pyc │ │ │ ├── omnigen_prompter.cpython-310.pyc │ │ │ ├── omnigen_prompter.cpython-312.pyc │ │ │ ├── omnigen_prompter.cpython-38.pyc │ │ │ ├── omost.cpython-310.pyc │ │ │ ├── omost.cpython-312.pyc │ │ │ ├── omost.cpython-38.pyc │ │ │ ├── prompt_refiners.cpython-310.pyc │ │ │ ├── prompt_refiners.cpython-312.pyc │ │ │ ├── prompt_refiners.cpython-38.pyc │ │ │ ├── sd3_prompter.cpython-310.pyc │ │ │ ├── sd3_prompter.cpython-312.pyc │ │ │ ├── sd3_prompter.cpython-38.pyc │ │ │ ├── sd_prompter.cpython-310.pyc │ │ │ ├── sd_prompter.cpython-312.pyc │ │ │ ├── sd_prompter.cpython-38.pyc │ │ │ ├── sdxl_prompter.cpython-310.pyc │ │ │ ├── sdxl_prompter.cpython-312.pyc │ │ │ ├── sdxl_prompter.cpython-38.pyc │ │ │ ├── stepvideo_prompter.cpython-310.pyc │ │ │ ├── stepvideo_prompter.cpython-312.pyc │ │ │ ├── stepvideo_prompter.cpython-38.pyc │ │ │ ├── wan_prompter.cpython-310.pyc │ │ │ ├── wan_prompter.cpython-312.pyc │ │ │ └── wan_prompter.cpython-38.pyc │ │ ├── base_prompter.py │ │ ├── cog_prompter.py │ │ ├── flux_prompter.py │ │ ├── hunyuan_dit_prompter.py │ │ ├── hunyuan_video_prompter.py │ │ ├── kolors_prompter.py │ │ ├── omnigen_prompter.py │ │ ├── omost.py │ │ ├── prompt_refiners.py │ │ ├── sd3_prompter.py │ │ ├── sd_prompter.py │ │ ├── sdxl_prompter.py │ │ ├── stepvideo_prompter.py │ │ └── wan_prompter.py │ ├── schedulers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── continuous_ode.cpython-310.pyc │ │ │ ├── continuous_ode.cpython-312.pyc │ │ │ ├── continuous_ode.cpython-38.pyc │ │ │ ├── ddim.cpython-310.pyc │ │ │ ├── ddim.cpython-312.pyc │ │ │ ├── ddim.cpython-38.pyc │ │ │ ├── flow_match.cpython-310.pyc │ │ │ ├── flow_match.cpython-312.pyc │ │ │ └── flow_match.cpython-38.pyc │ │ ├── continuous_ode.py │ │ ├── ddim.py │ │ └── flow_match.py │ ├── tokenizer_configs │ │ ├── __init__.py │ │ ├── cog │ │ │ └── tokenizer │ │ │ │ ├── added_tokens.json │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── spiece.model │ │ │ │ └── tokenizer_config.json │ │ ├── flux │ │ │ ├── tokenizer_1 │ │ │ │ ├── merges.txt │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── tokenizer_config.json │ │ │ │ └── vocab.json │ │ │ └── tokenizer_2 │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── spiece.model │ │ │ │ ├── tokenizer.json │ │ │ │ └── tokenizer_config.json │ │ ├── hunyuan_dit │ │ │ ├── tokenizer │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── tokenizer_config.json │ │ │ │ ├── vocab.txt │ │ │ │ └── vocab_org.txt │ │ │ └── tokenizer_t5 │ │ │ │ ├── config.json │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── spiece.model │ │ │ │ └── tokenizer_config.json │ │ ├── hunyuan_video │ │ │ ├── tokenizer_1 │ │ │ │ ├── merges.txt │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── tokenizer_config.json │ │ │ │ └── vocab.json │ │ │ └── tokenizer_2 │ │ │ │ ├── preprocessor_config.json │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── tokenizer.json │ │ │ │ └── tokenizer_config.json │ │ ├── kolors │ │ │ └── tokenizer │ │ │ │ ├── tokenizer.model │ │ │ │ ├── tokenizer_config.json │ │ │ │ └── vocab.txt │ │ ├── stable_diffusion │ │ │ └── tokenizer │ │ │ │ ├── merges.txt │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── tokenizer_config.json │ │ │ │ └── vocab.json │ │ ├── stable_diffusion_3 │ │ │ ├── tokenizer_1 │ │ │ │ ├── merges.txt │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── tokenizer_config.json │ │ │ │ └── vocab.json │ │ │ ├── tokenizer_2 │ │ │ │ ├── merges.txt │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── tokenizer_config.json │ │ │ │ └── vocab.json │ │ │ └── tokenizer_3 │ │ │ │ ├── special_tokens_map.json │ │ │ │ ├── spiece.model │ │ │ │ ├── tokenizer.json │ │ │ │ └── tokenizer_config.json │ │ └── stable_diffusion_xl │ │ │ └── tokenizer_2 │ │ │ ├── merges.txt │ │ │ ├── special_tokens_map.json │ │ │ ├── tokenizer_config.json │ │ │ └── vocab.json │ ├── trainers │ │ ├── __init__.py │ │ └── text_to_image.py │ └── vram_management │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-312.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── layers.cpython-310.pyc │ │ ├── layers.cpython-312.pyc │ │ └── layers.cpython-38.pyc │ │ └── layers.py ├── download_ckpt.py ├── example_test_data │ ├── girl.mp4 │ ├── metadata.csv │ ├── style.py │ └── style_images │ │ ├── 0001.jpg │ │ ├── 0003.jpg │ │ ├── 002.jpg │ │ ├── 005.jpg │ │ ├── 05.jpg │ │ ├── 09.jpg │ │ ├── fine_1.jpg │ │ ├── fine_3.jpg │ │ ├── ukiyoe.jpg │ │ └── vangough.png ├── inference_stylemaster.py ├── inference_stylemaster_v2v.py ├── readme.md ├── requirements.txt ├── results │ └── style_controlnet │ │ ├── video0.mp4 │ │ ├── video1.mp4 │ │ ├── video2.mp4 │ │ ├── video3.mp4 │ │ └── video4.mp4 ├── script.sh ├── setup.py ├── styleproj.py ├── train_stylemaster.py └── train_stylemaster_v2v.py └── visual_anagrams ├── .DS_Store ├── .gitignore ├── LICENSE ├── MANIFEST.in ├── animate.py ├── assets ├── birds.png ├── einstein.png └── teaser.small.gif ├── cal.py ├── environment.yml ├── generate.py ├── generate_batch.py ├── generate_batch.sh ├── huggingface_login.py ├── modifier.list ├── notebooks ├── colab_demo_free_tier.ipynb └── colab_demo_pro_tier.ipynb ├── object.list ├── readme.md ├── readme_factorized_diffusion.md ├── setup.py ├── style.list ├── tests ├── flip.sh ├── inner_circle.sh ├── inversion.sh ├── jigsaw.sh ├── patch_permutation.sh ├── pixel_permutation.sh ├── rotate_ccw.sh ├── rotate_cw.sh ├── skew.sh ├── square_hinge.sh └── three_view.sh └── visual_anagrams ├── .DS_Store ├── __init__.py ├── __pycache__ ├── __init__.cpython-39.pyc ├── samplers.cpython-39.pyc └── utils.cpython-39.pyc ├── animate.py ├── assets └── CourierPrime-Regular.ttf ├── samplers.py ├── utils.py └── views ├── __init__.py ├── __pycache__ ├── __init__.cpython-39.pyc ├── jigsaw_helpers.cpython-39.pyc ├── permutations.cpython-39.pyc ├── view_base.cpython-39.pyc ├── view_blur.cpython-39.pyc ├── view_color.cpython-39.pyc ├── view_flip.cpython-39.pyc ├── view_hybrid.cpython-39.pyc ├── view_identity.cpython-39.pyc ├── view_inner_circle.cpython-39.pyc ├── view_jigsaw.cpython-39.pyc ├── view_motion.cpython-39.pyc ├── view_negate.cpython-39.pyc ├── view_patch_permute.cpython-39.pyc ├── view_permute.cpython-39.pyc ├── view_rotate.cpython-39.pyc ├── view_scale.cpython-39.pyc ├── view_skew.cpython-39.pyc ├── view_square_hinge.cpython-39.pyc └── view_white_balance.cpython-39.pyc ├── assets └── 4x4 │ ├── 4x4_corner_1024.png │ ├── 4x4_corner_256.png │ ├── 4x4_corner_64.png │ ├── 4x4_edge1_1024.png │ ├── 4x4_edge1_256.png │ ├── 4x4_edge1_64.png │ ├── 4x4_edge2_1024.png │ ├── 4x4_edge2_256.png │ ├── 4x4_edge2_64.png │ ├── 4x4_inner_1024.png │ ├── 4x4_inner_256.png │ └── 4x4_inner_64.png ├── jigsaw_helpers.py ├── permutations.py ├── view_base.py ├── view_blur.py ├── view_color.py ├── view_flip.py ├── view_hybrid.py ├── view_identity.py ├── view_inner_circle.py ├── view_jigsaw.py ├── view_motion.py ├── view_negate.py ├── view_patch_permute.py ├── view_permute.py ├── view_rotate.py ├── view_scale.py ├── view_skew.py ├── view_square_hinge.py └── view_white_balance.py /.gitignore: -------------------------------------------------------------------------------- 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