├── .ci ├── update_windows │ ├── update.py │ ├── update_comfyui.bat │ └── update_comfyui_stable.bat ├── windows_base_files │ ├── README_VERY_IMPORTANT.txt │ ├── run_cpu.bat │ └── run_nvidia_gpu.bat └── windows_nightly_base_files │ └── run_nvidia_gpu_fast.bat ├── .gitattributes ├── .gitignore ├── .pylintrc ├── LICENSE ├── README.md ├── api_server ├── __init__.py ├── routes │ ├── __init__.py │ └── internal │ │ ├── README.md │ │ ├── __init__.py │ │ └── internal_routes.py ├── services │ ├── __init__.py │ ├── file_service.py │ └── terminal_service.py └── utils │ └── file_operations.py ├── app.py ├── app ├── __init__.py ├── app_settings.py ├── frontend_management.py ├── logger.py └── user_manager.py ├── comfy ├── checkpoint_pickle.py ├── cldm │ ├── cldm.py │ ├── control_types.py │ ├── dit_embedder.py │ └── mmdit.py ├── cli_args.py ├── clip_config_bigg.json ├── clip_model.py ├── clip_vision.py ├── clip_vision_config_g.json ├── clip_vision_config_h.json ├── clip_vision_config_vitl.json ├── clip_vision_config_vitl_336.json ├── clip_vision_siglip_384.json ├── comfy_types.py ├── conds.py ├── controlnet.py ├── diffusers_convert.py ├── diffusers_load.py ├── extra_samplers │ └── uni_pc.py ├── float.py ├── gligen.py ├── k_diffusion │ ├── deis.py │ ├── sampling.py │ └── utils.py ├── latent_formats.py ├── ldm │ ├── audio │ │ ├── autoencoder.py │ │ ├── dit.py │ │ └── embedders.py │ ├── aura │ │ └── mmdit.py │ ├── cascade │ │ ├── common.py │ │ ├── controlnet.py │ │ ├── stage_a.py │ │ ├── stage_b.py │ │ ├── stage_c.py │ │ └── stage_c_coder.py │ ├── common_dit.py │ ├── flux │ │ ├── controlnet.py │ │ ├── layers.py │ │ ├── math.py │ │ ├── model.py │ │ └── redux.py │ ├── genmo │ │ ├── joint_model │ │ │ ├── asymm_models_joint.py │ │ │ ├── layers.py │ │ │ ├── rope_mixed.py │ │ │ ├── temporal_rope.py │ │ │ └── utils.py │ │ └── vae │ │ │ └── model.py │ ├── hydit │ │ ├── attn_layers.py │ │ ├── controlnet.py │ │ ├── models.py │ │ ├── poolers.py │ │ └── posemb_layers.py │ ├── lightricks │ │ ├── model.py │ │ ├── symmetric_patchifier.py │ │ └── vae │ │ │ ├── causal_conv3d.py │ │ │ ├── causal_video_autoencoder.py │ │ │ ├── conv_nd_factory.py │ │ │ ├── dual_conv3d.py │ │ │ └── pixel_norm.py │ ├── models │ │ └── autoencoder.py │ ├── modules │ │ ├── attention.py │ │ ├── diffusionmodules │ │ │ ├── __init__.py │ │ │ ├── mmdit.py │ │ │ ├── model.py │ │ │ ├── openaimodel.py │ │ │ ├── upscaling.py │ │ │ └── util.py │ │ ├── distributions │ │ │ ├── __init__.py │ │ │ └── distributions.py │ │ ├── ema.py │ │ ├── encoders │ │ │ ├── __init__.py │ │ │ └── noise_aug_modules.py │ │ ├── sub_quadratic_attention.py │ │ └── temporal_ae.py │ └── util.py ├── lora.py ├── lora_convert.py ├── model_base.py ├── model_detection.py ├── model_management.py ├── model_patcher.py ├── model_sampling.py ├── ops.py ├── options.py ├── sample.py ├── sampler_helpers.py ├── samplers.py ├── sd.py ├── sd1_clip.py ├── sd1_clip_config.json ├── sd1_tokenizer │ ├── merges.txt │ ├── special_tokens_map.json │ ├── tokenizer_config.json │ └── vocab.json ├── sdxl_clip.py ├── supported_models.py ├── supported_models_base.py ├── t2i_adapter │ └── adapter.py ├── taesd │ └── taesd.py ├── text_encoders │ ├── aura_t5.py │ ├── bert.py │ ├── flux.py │ ├── genmo.py │ ├── hydit.py │ ├── hydit_clip.json │ ├── hydit_clip_tokenizer │ │ ├── special_tokens_map.json │ │ ├── tokenizer_config.json │ │ └── vocab.txt │ ├── long_clipl.json │ ├── long_clipl.py │ ├── lt.py │ ├── mt5_config_xl.json │ ├── sa_t5.py │ ├── sd2_clip.py │ ├── sd2_clip_config.json │ ├── sd3_clip.py │ ├── spiece_tokenizer.py │ ├── t5.py │ ├── t5_config_base.json │ ├── t5_config_xxl.json │ ├── t5_pile_config_xl.json │ ├── t5_pile_tokenizer │ │ └── tokenizer.model │ └── t5_tokenizer │ │ ├── special_tokens_map.json │ │ ├── tokenizer.json │ │ └── tokenizer_config.json └── utils.py ├── comfy_execution ├── caching.py ├── graph.py └── graph_utils.py ├── comfy_extras ├── chainner_models │ └── model_loading.py ├── nodes_advanced_samplers.py ├── nodes_align_your_steps.py ├── nodes_attention_multiply.py ├── nodes_audio.py ├── nodes_canny.py ├── nodes_clip_sdxl.py ├── nodes_compositing.py ├── nodes_cond.py ├── nodes_controlnet.py ├── nodes_custom_sampler.py ├── nodes_differential_diffusion.py ├── nodes_flux.py ├── nodes_freelunch.py ├── nodes_gits.py ├── nodes_hunyuan.py ├── nodes_hypernetwork.py ├── nodes_hypertile.py ├── nodes_images.py ├── nodes_ip2p.py ├── nodes_latent.py ├── nodes_lora_extract.py ├── nodes_lt.py ├── nodes_mask.py ├── nodes_mochi.py ├── nodes_model_advanced.py ├── nodes_model_downscale.py ├── nodes_model_merging.py ├── nodes_model_merging_model_specific.py ├── nodes_morphology.py ├── nodes_pag.py ├── nodes_perpneg.py ├── nodes_photomaker.py ├── nodes_post_processing.py ├── nodes_rebatch.py ├── nodes_sag.py ├── nodes_sd3.py ├── nodes_sdupscale.py ├── nodes_slg.py ├── nodes_stable3d.py ├── nodes_stable_cascade.py ├── nodes_tomesd.py ├── nodes_torch_compile.py ├── nodes_upscale_model.py ├── nodes_video_model.py └── nodes_webcam.py ├── cuda_malloc.py ├── custom_nodes ├── ComfyUI-DepthAnythingV2 │ ├── .DS_Store │ ├── .gitattributes │ ├── .github │ │ └── workflows │ │ │ └── publish.yml │ ├── .gitignore │ ├── README.md │ ├── __init__.py │ ├── depth_anything_v2 │ │ ├── .DS_Store │ │ ├── dinov2.py │ │ ├── dinov2_layers │ │ │ ├── .DS_Store │ │ │ ├── __init__.py │ │ │ ├── attention.py │ │ │ ├── block.py │ │ │ ├── drop_path.py │ │ │ ├── layer_scale.py │ │ │ ├── mlp.py │ │ │ ├── patch_embed.py │ │ │ └── swiglu_ffn.py │ │ ├── dpt.py │ │ └── util │ │ │ ├── .DS_Store │ │ │ └── blocks.py │ ├── nodes.py │ ├── pyproject.toml │ └── requirements.txt ├── ComfyUI-KJNodes │ ├── .DS_Store │ ├── .github │ │ ├── FUNDING.yml │ │ └── workflows │ │ │ └── publish.yml │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── config.json │ ├── custom_dimensions_example.json │ ├── docs │ │ └── images │ │ │ ├── 2024-04-03_20_49_29-ComfyUI.png │ │ │ ├── 319121566-05f66385-7568-4b1f-8bbc-11053660b02f.png │ │ │ └── 319121636-706b5081-9120-4a29-bd76-901691ada688.png │ ├── fonts │ │ ├── FreeMono.ttf │ │ ├── FreeMonoBoldOblique.otf │ │ └── TTNorms-Black.otf │ ├── intrinsic_loras │ │ ├── intrinsic_lora_sd15_albedo.safetensors │ │ ├── intrinsic_lora_sd15_depth.safetensors │ │ ├── intrinsic_lora_sd15_normal.safetensors │ │ ├── intrinsic_lora_sd15_shading.safetensors │ │ └── intrinsic_loras.txt │ ├── kjweb_async │ │ ├── marked.min.js │ │ ├── protovis.min.js │ │ ├── purify.min.js │ │ └── svg-path-properties.min.js │ ├── nodes │ │ ├── .DS_Store │ │ ├── audioscheduler_nodes.py │ │ ├── batchcrop_nodes.py │ │ ├── curve_nodes.py │ │ ├── image_nodes.py │ │ ├── intrinsic_lora_nodes.py │ │ ├── mask_nodes.py │ │ └── nodes.py │ ├── pyproject.toml │ ├── requirements.txt │ ├── utility │ │ ├── .DS_Store │ │ ├── fluid.py │ │ ├── magictex.py │ │ ├── numerical.py │ │ └── utility.py │ └── web │ │ ├── green.png │ │ ├── js │ │ ├── appearance.js │ │ ├── browserstatus.js │ │ ├── contextmenu.js │ │ ├── fast_preview.js │ │ ├── help_popup.js │ │ ├── jsnodes.js │ │ ├── point_editor.js │ │ ├── setgetnodes.js │ │ └── spline_editor.js │ │ └── red.png ├── ComfyUI-Manager │ ├── .DS_Store │ ├── .cache │ │ ├── .cache_directory │ │ ├── 1514988643_custom-node-list.json │ │ ├── 1742899825_extension-node-map.json │ │ ├── 2259715867_alter-list.json │ │ ├── 4245046894_model-list.json │ │ └── 746607195_github-stats.json │ ├── .github │ │ └── workflows │ │ │ └── publish.yml │ ├── .gitignore │ ├── LICENSE.txt │ ├── README.md │ ├── __init__.py │ ├── alter-list.json │ ├── channels.list │ ├── channels.list.template │ ├── check.bat │ ├── check.sh │ ├── cm-cli.py │ ├── components │ │ └── .gitignore │ ├── config.ini │ ├── custom-node-list.json │ ├── docs │ │ ├── en │ │ │ ├── cm-cli.md │ │ │ └── use_aria2.md │ │ └── ko │ │ │ └── cm-cli.md │ ├── extension-node-map.json │ ├── git_helper.py │ ├── github-stats.json │ ├── glob │ │ ├── .DS_Store │ │ ├── cm_global.py │ │ ├── manager_core.py │ │ ├── manager_downloader.py │ │ ├── manager_server.py │ │ ├── manager_util.py │ │ ├── security_check.py │ │ └── share_3rdparty.py │ ├── js │ │ ├── cm-api.js │ │ ├── comfyui-manager.js │ │ ├── comfyui-share-common.js │ │ ├── comfyui-share-copus.js │ │ ├── comfyui-share-openart.js │ │ ├── comfyui-share-youml.js │ │ ├── common.js │ │ ├── components-manager.js │ │ ├── custom-nodes-manager.js │ │ ├── model-manager.js │ │ ├── node_fixer.js │ │ ├── snapshot.js │ │ └── turbogrid.esm.js │ ├── json-checker.py │ ├── misc │ │ ├── Impact.pack │ │ ├── custom-nodes.jpg │ │ ├── main.jpg │ │ ├── menu.jpg │ │ ├── missing-list.jpg │ │ ├── missing-menu.jpg │ │ ├── models.png │ │ ├── nickname.jpg │ │ ├── portable-install.png │ │ ├── share-setting.jpg │ │ ├── share.jpg │ │ └── snapshot.jpg │ ├── model-list.json │ ├── node_db │ │ ├── dev │ │ │ ├── custom-node-list.json │ │ │ ├── extension-node-map.json │ │ │ ├── github-stats.json │ │ │ ├── model-list.json │ │ │ └── scan.sh │ │ ├── forked │ │ │ ├── custom-node-list.json │ │ │ ├── extension-node-map.json │ │ │ ├── model-list.json │ │ │ └── scan.sh │ │ ├── legacy │ │ │ ├── alter-list.json │ │ │ ├── custom-node-list.json │ │ │ ├── extension-node-map.json │ │ │ └── model-list.json │ │ ├── new │ │ │ ├── alter-list.json │ │ │ ├── custom-node-list.json │ │ │ ├── extension-node-map.json │ │ │ └── model-list.json │ │ └── tutorial │ │ │ ├── custom-node-list.json │ │ │ ├── extension-node-map.json │ │ │ ├── model-list.json │ │ │ └── scan.sh │ ├── pip_overrides.json.template │ ├── pip_overrides.osx.template │ ├── prestartup_script.py │ ├── pyproject.toml │ ├── requirements.txt │ ├── scan.sh │ ├── scanner.py │ ├── scripts │ │ ├── colab-dependencies.py │ │ ├── install-comfyui-venv-linux.sh │ │ ├── install-comfyui-venv-win.bat │ │ ├── install-manager-for-portable-version.bat │ │ └── update-fix.py │ └── snapshots │ │ └── the_snapshot_files_are_located_here ├── ComfyUI-SaveAsScript │ ├── .DS_Store │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── comfyui_to_python.py │ ├── comfyui_to_python_utils.py │ ├── images │ │ ├── SDXL-UI-Example.PNG │ │ ├── SDXL-UI-Example.jpg │ │ ├── default_altered.png │ │ ├── dev_mode_options.PNG │ │ ├── dev_mode_options.jpg │ │ └── save_as_script.png │ ├── install.py │ ├── js │ │ └── save-as-script.js │ └── requirements.txt ├── ComfyUI-to-Python-Extension │ ├── .DS_Store │ ├── .github │ │ └── workflows │ │ │ └── publish.yml │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── comfyui_to_python.py │ ├── comfyui_to_python_utils.py │ ├── demo.py │ ├── images │ │ ├── SDXL-UI-Example.PNG │ │ ├── SDXL-UI-Example.jpg │ │ ├── comfyui_to_python_banner.png │ │ ├── dev_mode_options.PNG │ │ ├── dev_mode_options.jpg │ │ └── save_as_script.png │ ├── img2img_FLUX_ReduxDepth_NS_01_2024-11-27.json │ ├── install.py │ ├── js │ │ └── save-as-script.js │ ├── pyproject.toml │ ├── requirements.txt │ └── workflow_api.py ├── ComfyUI_Comfyroll_CustomNodes │ ├── .DS_Store │ ├── Patch_Notes.md │ ├── README.md │ ├── __init__.py │ ├── categories.py │ ├── config.py │ ├── fonts │ │ ├── AlumniSansCollegiateOne-Regular.ttf │ │ ├── Caveat-VariableFont_wght.ttf │ │ ├── NotoSansArabic-Regular.ttf │ │ ├── Oswald-Bold.ttf │ │ ├── PixelifySans-Bold.ttf │ │ ├── Quicksand-Bold.ttf │ │ ├── Roboto-Regular.ttf │ │ ├── YoungSerif-Regular.ttf │ │ ├── comic.ttf │ │ └── impact.ttf │ ├── node_mappings.py │ ├── nodes │ │ ├── .DS_Store │ │ ├── functions.py │ │ ├── functions_animation.py │ │ ├── functions_graphics.py │ │ ├── functions_json.py │ │ ├── functions_upscale.py │ │ ├── functions_xygrid.py │ │ ├── nodes_animation_cyclers.py │ │ ├── nodes_animation_interpolation.py │ │ ├── nodes_animation_io.py │ │ ├── nodes_animation_lists.py │ │ ├── nodes_animation_prompt.py │ │ ├── nodes_animation_schedulers.py │ │ ├── nodes_animation_schedules.py │ │ ├── nodes_animation_utils.py │ │ ├── nodes_aspect_ratio.py │ │ ├── nodes_controlnet.py │ │ ├── nodes_core.py │ │ ├── nodes_graphics_filter.py │ │ ├── nodes_graphics_layout.py │ │ ├── nodes_graphics_matplot.py │ │ ├── nodes_graphics_pattern.py │ │ ├── nodes_graphics_template.py │ │ ├── nodes_graphics_text.py │ │ ├── nodes_legacy.py │ │ ├── nodes_list.py │ │ ├── nodes_lora.py │ │ ├── nodes_model_merge.py │ │ ├── nodes_pipe.py │ │ ├── nodes_sdxl.py │ │ ├── nodes_upscale.py │ │ ├── nodes_utils_conversion.py │ │ ├── nodes_utils_index.py │ │ ├── nodes_utils_logic.py │ │ ├── nodes_utils_other.py │ │ ├── nodes_utils_random.py │ │ ├── nodes_utils_text.py │ │ ├── nodes_xygrid.py │ │ └── shapes.py │ └── workflows │ │ ├── Animation │ │ ├── Iterative Demos │ │ │ ├── CR_Animation_A3_SimplePromptScheduling_IterativeDemo_v01b.json │ │ │ ├── CR_Animation_A4_PromptScheduling_IterativeDemo_v01a.json │ │ │ ├── CR_Animation_A5_CentralPromptScheduling_IterativeDemo_v01a.json │ │ │ ├── CR_Animation_B1_CentralSchedule_IterativeDemo_v01b.json │ │ │ ├── CR_Animation_B2_LoadScheduleFromFile_IterativeDemo_v01a.json │ │ │ ├── CR_Animation_B3_OutputScheduleToFile_IterativeDemo_v01a.json │ │ │ ├── CR_Animation_B4_CombineSchedules_IterativeDemo_v01a.json │ │ │ ├── CR_Animation_C1_SimpleValueScheduler_IterativeDemo_v01b.json │ │ │ ├── CR_Animation_C3_SimpleTextScheduler_IterativeDemo_v01a.json │ │ │ ├── CR_Animation_E2_IncrementNodes_IterativeDemo_v01b.json │ │ │ ├── CR_Animation_F1_IONodes_IterativeDemo_v01.json │ │ │ └── Legacy │ │ │ │ ├── CR_Animation_A1_PromptKeyframeScheduling_IterativeDemo_v01.json │ │ │ │ ├── CR_Animation_A2_PromptKeyframeNodes_IterativeDemo_v02b.json │ │ │ │ ├── CR_Animation_C2_ValueScheduler_IterativeDemo_v01a.json │ │ │ │ ├── CR_Animation_C4_TextScheduler_IterativeDemo_v01c.json │ │ │ │ ├── CR_Animation_C5_SimpleLoadScheduledModels_IterativeDemo_v01b.json │ │ │ │ ├── CR_Animation_C6_LoadScheduledModelsLoRAs_IterativeDemo_v0.1a.json │ │ │ │ ├── CR_Animation_D1_CyclerNodes_IterativeDemo_v01b.json │ │ │ │ ├── CR_Animation_D2_TextCycler_IterativeDemo_v01.json │ │ │ │ ├── CR_Animation_D3_ImageCycler_IterativeDemo_v01.json │ │ │ │ └── CR_Animation_E1_GradientNodes_IterativeDemo_v01a.json │ │ └── List Demos │ │ │ ├── CR_Animation_A3_SimplePromptScheduling_BatchDemo_v01.json │ │ │ └── CR_Bit_Schedule_demo1.json │ │ ├── Aspect Ratio │ │ └── CR_Aspect_Ratio_demo1.json │ │ ├── Graphics │ │ ├── CR_graphics_nodes_demo1.json │ │ ├── Filter │ │ │ ├── CR_Vignette_Filter_demo1.json │ │ │ └── CR_Vignette_Filter_demo2.json │ │ ├── Layout │ │ │ ├── CR_Feathered_Border_demo1.json │ │ │ ├── CR_Image_Grid_Panel_demo1.json │ │ │ ├── CR_Image_Grid_Panel_demo2.json │ │ │ └── CR_Overlay_Transparent_Image_demo1.json │ │ ├── Pattern │ │ │ ├── CR_Starburst_Lines_demo1.json │ │ │ ├── CR_Style_Bars_demo1.json │ │ │ └── CR_gradient_nodes_demo1.json │ │ ├── Template │ │ │ ├── CR_Seamless_Checker_demo1.json │ │ │ ├── CR_Simple_Banner_demo1.json │ │ │ ├── CR_Simple_Banner_demo2.json │ │ │ ├── CR_Simple_Image_Compare_demo1.json │ │ │ ├── CR_Simple_Meme_Template_demo1.json │ │ │ ├── CR_Simple_Meme_Template_demo2.json │ │ │ ├── CR_Simple_Meme_Template_demo3.json │ │ │ └── CR_Thumbnail_Preview_demo1.json │ │ └── Text │ │ │ ├── CR_Select_Font_demo1.json │ │ │ └── CR_Simple_Text_Watermark_demo1.json │ │ ├── List │ │ ├── CR_Font_File_List_demo1.json │ │ ├── CR_Intertwine_Lists_demo1.json │ │ ├── CR_Load_Text_List_demo1.json │ │ ├── CR_Text_List_demo1.json │ │ ├── CR_Text_List_demo2.json │ │ └── CR_XY_Product_demo1.json │ │ ├── Model Merge │ │ ├── CR_SDXL_MultiModelGradientMerge_demo1.json │ │ ├── CR_SDXL_MultiModelMerge_demo1.json │ │ ├── CR_SimpleMultiModelMerge_demo1.json │ │ └── CR_UltraSimpleMultiModelMerge_demo1.json │ │ ├── Other │ │ ├── CR_Load_Image_Plus_demo1.json │ │ ├── CR_Multiline_Text_demo1.json │ │ ├── CR_Save_Text_To_file_demo1.json │ │ └── CR_Split_String_demo1.json │ │ ├── Pipe │ │ └── CR_Data_Bus_demo1.json │ │ ├── Upscale │ │ ├── CR_Multi_Upscale_Stack_demo1.json │ │ └── CR_Upscale_Image_demo1.json │ │ ├── Utils │ │ ├── Conversion │ │ │ └── CR_String_To_Number_demo1.json │ │ ├── Logic │ │ │ └── CR_Text_Input_Switch_demo1.json │ │ ├── Other │ │ │ ├── CR_Get_Parameter_From_Folder_demo1.json │ │ │ ├── CR_Set_Switch_From_String_demo1.json │ │ │ └── CR_Set_Value_On_Binary_demo1.json │ │ ├── Random │ │ │ ├── CR_Random_Multiline_Colors_demo1.json │ │ │ ├── CR_Random_Multiline_Values_demo1.json │ │ │ ├── CR_Random_Panel_Codes_demo1.json │ │ │ └── CR_Random_RGB_Gradient_demo1.json │ │ └── Text │ │ │ └── CR_Text_Operation_demo1.json │ │ └── XY Grid │ │ └── CR_XY_Revised_FreeU_demo1.json ├── ComfyUI_essentials │ ├── .DS_Store │ ├── .github │ │ └── workflows │ │ │ └── publish.yml │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── carve.py │ ├── conditioning.py │ ├── fonts │ │ ├── ShareTechMono-Regular.ttf │ │ └── put_font_files_here.txt │ ├── histogram_matching.py │ ├── image.py │ ├── js │ │ ├── DisplayAny.js │ │ └── FluxAttentionSeeker.js │ ├── luts │ │ └── put_luts_files_here.txt │ ├── mask.py │ ├── misc.py │ ├── pyproject.toml │ ├── requirements.txt │ ├── sampling.py │ ├── segmentation.py │ ├── text.py │ ├── utils.py │ └── workflow_all_nodes.json ├── comfy_mtb │ ├── CHANGELOG.md │ ├── INSTALL.md │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── biome.json │ ├── cliff.toml │ ├── data │ │ └── font.ttf │ ├── endpoint.py │ ├── env.nu │ ├── errors.py │ ├── examples │ │ ├── 01-faceswap.json │ │ ├── 02-film_interpolation.json │ │ ├── 03-animation_builder-condition-lerp.json │ │ ├── 04-animation_builder-deforum.json │ │ ├── 05-seamless_texture.json │ │ ├── 06-seamless_equilateral.json │ │ ├── 08-note-plus.json │ │ └── README.md │ ├── extern │ │ ├── GFPGAN │ │ │ ├── .github │ │ │ │ └── workflows │ │ │ │ │ ├── no-response.yml │ │ │ │ │ ├── publish-pip.yml │ │ │ │ │ ├── pylint.yml │ │ │ │ │ └── release.yml │ │ │ ├── .gitignore │ │ │ ├── .pre-commit-config.yaml │ │ │ ├── .vscode │ │ │ │ └── settings.json │ │ │ ├── CODE_OF_CONDUCT.md │ │ │ ├── Comparisons.md │ │ │ ├── FAQ.md │ │ │ ├── LICENSE │ │ │ ├── MANIFEST.in │ │ │ ├── PaperModel.md │ │ │ ├── README.md │ │ │ ├── README_CN.md │ │ │ ├── VERSION │ │ │ ├── assets │ │ │ │ └── gfpgan_logo.png │ │ │ ├── cog.yaml │ │ │ ├── cog_predict.py │ │ │ ├── experiments │ │ │ │ └── pretrained_models │ │ │ │ │ └── README.md │ │ │ ├── gfpgan │ │ │ │ ├── __init__.py │ │ │ │ ├── archs │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── arcface_arch.py │ │ │ │ │ ├── gfpgan_bilinear_arch.py │ │ │ │ │ ├── gfpganv1_arch.py │ │ │ │ │ ├── gfpganv1_clean_arch.py │ │ │ │ │ ├── restoreformer_arch.py │ │ │ │ │ ├── stylegan2_bilinear_arch.py │ │ │ │ │ └── stylegan2_clean_arch.py │ │ │ │ ├── data │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── ffhq_degradation_dataset.py │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── gfpgan_model.py │ │ │ │ ├── train.py │ │ │ │ ├── utils.py │ │ │ │ └── weights │ │ │ │ │ └── README.md │ │ │ ├── inference_gfpgan.py │ │ │ ├── inputs │ │ │ │ ├── cropped_faces │ │ │ │ │ ├── Adele_crop.png │ │ │ │ │ ├── Julia_Roberts_crop.png │ │ │ │ │ ├── Justin_Timberlake_crop.png │ │ │ │ │ └── Paris_Hilton_crop.png │ │ │ │ └── whole_imgs │ │ │ │ │ ├── 00.jpg │ │ │ │ │ ├── 10045.png │ │ │ │ │ └── Blake_Lively.jpg │ │ │ ├── options │ │ │ │ ├── train_gfpgan_v1.yml │ │ │ │ └── train_gfpgan_v1_simple.yml │ │ │ ├── requirements.txt │ │ │ ├── scripts │ │ │ │ ├── convert_gfpganv_to_clean.py │ │ │ │ └── parse_landmark.py │ │ │ ├── setup.cfg │ │ │ ├── setup.py │ │ │ └── tests │ │ │ │ ├── data │ │ │ │ ├── ffhq_gt.lmdb │ │ │ │ │ ├── data.mdb │ │ │ │ │ ├── lock.mdb │ │ │ │ │ └── meta_info.txt │ │ │ │ ├── gt │ │ │ │ │ └── 00000000.png │ │ │ │ ├── test_eye_mouth_landmarks.pth │ │ │ │ ├── test_ffhq_degradation_dataset.yml │ │ │ │ └── test_gfpgan_model.yml │ │ │ │ ├── test_arcface_arch.py │ │ │ │ ├── test_ffhq_degradation_dataset.py │ │ │ │ ├── test_gfpgan_arch.py │ │ │ │ ├── test_gfpgan_model.py │ │ │ │ ├── test_stylegan2_clean_arch.py │ │ │ │ └── test_utils.py │ │ ├── frame_interpolation │ │ │ ├── CONTRIBUTING.md │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── WINDOWS_INSTALLATION.md │ │ │ ├── cog.yaml │ │ │ ├── datasets │ │ │ │ ├── create_middlebury_tfrecord.py │ │ │ │ ├── create_ucf101_tfrecord.py │ │ │ │ ├── create_vimeo90K_tfrecord.py │ │ │ │ ├── create_xiph_tfrecord.py │ │ │ │ └── util.py │ │ │ ├── eval │ │ │ │ ├── .DS_Store │ │ │ │ ├── config │ │ │ │ │ ├── middlebury.gin │ │ │ │ │ ├── ucf101.gin │ │ │ │ │ ├── vimeo_90K.gin │ │ │ │ │ ├── xiph_2K.gin │ │ │ │ │ └── xiph_4K.gin │ │ │ │ ├── eval_cli.py │ │ │ │ ├── interpolator.py │ │ │ │ ├── interpolator_cli.py │ │ │ │ ├── interpolator_test.py │ │ │ │ └── util.py │ │ │ ├── losses │ │ │ │ ├── losses.py │ │ │ │ └── vgg19_loss.py │ │ │ ├── models │ │ │ │ └── film_net │ │ │ │ │ ├── feature_extractor.py │ │ │ │ │ ├── fusion.py │ │ │ │ │ ├── interpolator.py │ │ │ │ │ ├── options.py │ │ │ │ │ ├── pyramid_flow_estimator.py │ │ │ │ │ └── util.py │ │ │ ├── moment.gif │ │ │ ├── photos │ │ │ │ ├── one.png │ │ │ │ └── two.png │ │ │ ├── predict.py │ │ │ ├── requirements.txt │ │ │ └── training │ │ │ │ ├── augmentation_lib.py │ │ │ │ ├── build_saved_model_cli.py │ │ │ │ ├── config │ │ │ │ ├── film_net-L1.gin │ │ │ │ ├── film_net-Style.gin │ │ │ │ └── film_net-VGG.gin │ │ │ │ ├── data_lib.py │ │ │ │ ├── eval_lib.py │ │ │ │ ├── metrics_lib.py │ │ │ │ ├── model_lib.py │ │ │ │ ├── train.py │ │ │ │ └── train_lib.py │ │ └── void.txt │ ├── html │ │ ├── js │ │ │ ├── foldable.js │ │ │ ├── saveTableData.js │ │ │ ├── splitPane.js │ │ │ └── tabSwitch.js │ │ └── style.css │ ├── install.py │ ├── log.py │ ├── node_list.json │ ├── nodes │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── animation.py │ │ ├── audio.py │ │ ├── batch.py │ │ ├── conditions.py │ │ ├── constant.py │ │ ├── crop.py │ │ ├── curve.py │ │ ├── debug.py │ │ ├── deep_bump.py │ │ ├── faceenhance.py │ │ ├── faceswap.py │ │ ├── filter.py │ │ ├── generate.py │ │ ├── graph_utils.py │ │ ├── image_interpolation.py │ │ ├── image_processing.py │ │ ├── image_utils.py │ │ ├── io.py │ │ ├── latent_processing.py │ │ ├── mask.py │ │ ├── model.py │ │ ├── number.py │ │ ├── prune.py │ │ ├── qrcode.py │ │ ├── transform.py │ │ ├── video.py │ │ └── vitmatte.py │ ├── pyproject.toml │ ├── pyrightconfig.json │ ├── requirements.txt │ ├── scripts │ │ ├── a111_extract.py │ │ ├── comfy_meta.py │ │ ├── download_models.py │ │ ├── get_deps.py │ │ ├── interpolate_frames.py │ │ └── update_changelog.nu │ ├── styles.csv │ ├── types │ │ ├── shared.d.ts │ │ └── typedefs.js │ ├── utils.py │ ├── void.txt │ ├── web │ │ ├── README.md │ │ ├── comfy_shared.js │ │ ├── constant.js │ │ ├── curve_widget.js │ │ ├── debug.js │ │ ├── extern │ │ │ ├── dom-purify.js │ │ │ └── parse-css.js │ │ ├── imageFeed.js │ │ ├── mtb_input_output_sidebar.js │ │ ├── mtb_sidebar.js │ │ ├── mtb_ui.js │ │ ├── mtb_widgets.js │ │ ├── note_plus.constants.js │ │ ├── note_plus.js │ │ ├── notify.js │ │ └── numberInput.js │ └── web_async │ │ ├── ace │ │ ├── ace.js │ │ ├── ext-beautify.js │ │ ├── ext-code_lens.js │ │ ├── ext-command_bar.js │ │ ├── ext-elastic_tabstops_lite.js │ │ ├── ext-emmet.js │ │ ├── ext-error_marker.js │ │ ├── ext-hardwrap.js │ │ ├── ext-inline_autocomplete.js │ │ ├── ext-keybinding_menu.js │ │ ├── ext-language_tools.js │ │ ├── ext-linking.js │ │ ├── ext-modelist.js │ │ ├── ext-options.js │ │ ├── ext-prompt.js │ │ ├── ext-rtl.js │ │ ├── ext-searchbox.js │ │ ├── ext-settings_menu.js │ │ ├── ext-simple_tokenizer.js │ │ ├── ext-spellcheck.js │ │ ├── ext-split.js │ │ ├── ext-static_highlight.js │ │ ├── ext-statusbar.js │ │ ├── ext-textarea.js │ │ ├── ext-themelist.js │ │ ├── ext-whitespace.js │ │ ├── keybinding-emacs.js │ │ ├── keybinding-sublime.js │ │ ├── keybinding-vim.js │ │ ├── keybinding-vscode.js │ │ ├── mode-css.js │ │ ├── mode-html.js │ │ ├── mode-javascript.js │ │ ├── mode-json.js │ │ ├── mode-json5.js │ │ ├── mode-markdown.js │ │ ├── mode-python.js │ │ ├── mode-svg.js │ │ ├── mode-typescript.js │ │ ├── snippets │ │ │ ├── css.js │ │ │ ├── html.js │ │ │ ├── json.js │ │ │ ├── json5.js │ │ │ ├── markdown.js │ │ │ ├── python.js │ │ │ └── typescript.js │ │ ├── theme-ambiance.js │ │ ├── theme-chaos.js │ │ ├── theme-chrome.js │ │ ├── theme-cloud9_day.js │ │ ├── theme-cloud9_night.js │ │ ├── theme-cloud9_night_low_color.js │ │ ├── theme-cloud_editor.js │ │ ├── theme-cloud_editor_dark.js │ │ ├── theme-clouds.js │ │ ├── theme-clouds_midnight.js │ │ ├── theme-cobalt.js │ │ ├── theme-crimson_editor.js │ │ ├── theme-dawn.js │ │ ├── theme-dracula.js │ │ ├── theme-dreamweaver.js │ │ ├── theme-eclipse.js │ │ ├── theme-github.js │ │ ├── theme-github_dark.js │ │ ├── theme-gob.js │ │ ├── theme-gruvbox.js │ │ ├── theme-gruvbox_dark_hard.js │ │ ├── theme-gruvbox_light_hard.js │ │ ├── theme-idle_fingers.js │ │ ├── theme-iplastic.js │ │ ├── theme-katzenmilch.js │ │ ├── theme-kr_theme.js │ │ ├── theme-kuroir.js │ │ ├── theme-merbivore.js │ │ ├── theme-merbivore_soft.js │ │ ├── theme-mono_industrial.js │ │ ├── theme-monokai.js │ │ ├── theme-nord_dark.js │ │ ├── theme-one_dark.js │ │ ├── theme-pastel_on_dark.js │ │ ├── theme-solarized_dark.js │ │ ├── theme-solarized_light.js │ │ ├── theme-sqlserver.js │ │ ├── theme-terminal.js │ │ ├── theme-textmate.js │ │ ├── theme-tomorrow.js │ │ ├── theme-tomorrow_night.js │ │ ├── theme-tomorrow_night_blue.js │ │ ├── theme-tomorrow_night_bright.js │ │ ├── theme-tomorrow_night_eighties.js │ │ ├── theme-twilight.js │ │ ├── theme-vibrant_ink.js │ │ ├── theme-xcode.js │ │ ├── worker-base.js │ │ ├── worker-css.js │ │ ├── worker-html.js │ │ ├── worker-javascript.js │ │ └── worker-json.js │ │ ├── mtb_markdown.umd.js │ │ └── mtb_markdown_plus.umd.js ├── rgthree-comfy │ ├── .DS_Store │ ├── .gitignore │ ├── .prettierrc.json │ ├── .pylintrc │ ├── .style.yapf │ ├── LICENSE │ ├── README.md │ ├── __build__.py │ ├── __init__.py │ ├── __update_comfy__.py │ ├── docs │ │ ├── rgthree_advanced.png │ │ ├── rgthree_advanced_metadata.png │ │ ├── rgthree_context.png │ │ ├── rgthree_context_metadata.png │ │ ├── rgthree_router.png │ │ └── rgthree_seed.png │ ├── package-lock.json │ ├── package.json │ ├── prestartup_script.py │ ├── py │ │ ├── .DS_Store │ │ ├── __init__.py │ │ ├── any_switch.py │ │ ├── config.py │ │ ├── constants.py │ │ ├── context.py │ │ ├── context_big.py │ │ ├── context_merge.py │ │ ├── context_merge_big.py │ │ ├── context_switch.py │ │ ├── context_switch_big.py │ │ ├── context_utils.py │ │ ├── display_any.py │ │ ├── dynamic_context.py │ │ ├── dynamic_context_switch.py │ │ ├── image_comparer.py │ │ ├── image_inset_crop.py │ │ ├── ksampler_config.py │ │ ├── log.py │ │ ├── lora_stack.py │ │ ├── power_lora_loader.py │ │ ├── power_prompt.py │ │ ├── power_prompt_simple.py │ │ ├── power_prompt_utils.py │ │ ├── sdxl_empty_latent_image.py │ │ ├── sdxl_power_prompt_postive.py │ │ ├── sdxl_power_prompt_simple.py │ │ ├── seed.py │ │ ├── server │ │ │ ├── .DS_Store │ │ │ ├── rgthree_server.py │ │ │ ├── routes_config.py │ │ │ ├── routes_model_info.py │ │ │ ├── utils_info.py │ │ │ └── utils_server.py │ │ ├── utils.py │ │ └── utils_userdata.py │ ├── requirements.txt │ ├── rgthree_config.json.default │ ├── src_web │ │ ├── comfyui │ │ │ ├── any_switch.ts │ │ │ ├── base_any_input_connected_node.ts │ │ │ ├── base_node.ts │ │ │ ├── base_node_collector.ts │ │ │ ├── base_node_mode_changer.ts │ │ │ ├── base_power_prompt.ts │ │ │ ├── bookmark.ts │ │ │ ├── bypasser.ts │ │ │ ├── comfy_ui_bar.ts │ │ │ ├── config.ts │ │ │ ├── constants.ts │ │ │ ├── context.ts │ │ │ ├── dialog_info.ts │ │ │ ├── display_any.ts │ │ │ ├── dynamic_context.ts │ │ │ ├── dynamic_context_base.ts │ │ │ ├── dynamic_context_switch.ts │ │ │ ├── fast_actions_button.ts │ │ │ ├── fast_groups_bypasser.ts │ │ │ ├── fast_groups_muter.ts │ │ │ ├── feature_group_fast_toggle.ts │ │ │ ├── feature_import_individual_nodes.ts │ │ │ ├── image_comparer.ts │ │ │ ├── image_inset_crop.ts │ │ │ ├── label.ts │ │ │ ├── menu_auto_nest.ts │ │ │ ├── menu_copy_image.ts │ │ │ ├── menu_queue_node.ts │ │ │ ├── muter.ts │ │ │ ├── node_collector.ts │ │ │ ├── node_mode_relay.ts │ │ │ ├── node_mode_repeater.ts │ │ │ ├── power_lora_loader.ts │ │ │ ├── power_prompt.ts │ │ │ ├── random_unmuter.ts │ │ │ ├── reroute.ts │ │ │ ├── rgthree.scss │ │ │ ├── rgthree.ts │ │ │ ├── seed.ts │ │ │ ├── services │ │ │ │ ├── bookmarks_services.ts │ │ │ │ ├── config_service.ts │ │ │ │ ├── context_service.ts │ │ │ │ ├── fast_groups_service.ts │ │ │ │ └── key_events_services.ts │ │ │ ├── testing │ │ │ │ ├── comfyui_env.ts │ │ │ │ └── runner.ts │ │ │ ├── tests │ │ │ │ └── context_dynamic_tests.ts │ │ │ ├── utils.ts │ │ │ ├── utils_canvas.ts │ │ │ ├── utils_inputs_outputs.ts │ │ │ ├── utils_menu.ts │ │ │ └── utils_widgets.ts │ │ ├── common │ │ │ ├── components │ │ │ │ └── base_custom_element.ts │ │ │ ├── css │ │ │ │ ├── buttons.scss │ │ │ │ ├── dialog.scss │ │ │ │ ├── dialog_lora_chooser.scss │ │ │ │ ├── dialog_model_info.scss │ │ │ │ ├── menu.scss │ │ │ │ └── pages_base.scss │ │ │ ├── dialog.ts │ │ │ ├── link_fixer.ts │ │ │ ├── media │ │ │ │ ├── rgthree.svg │ │ │ │ └── svgs.ts │ │ │ ├── menu.ts │ │ │ ├── model_info_service.ts │ │ │ ├── progress_bar.ts │ │ │ ├── prompt_service.ts │ │ │ ├── rgthree_api.ts │ │ │ ├── shared_utils.ts │ │ │ ├── utils_dom.ts │ │ │ └── utils_workflow.ts │ │ ├── link_fixer │ │ │ ├── icon_file_json.png │ │ │ ├── index.html │ │ │ └── link_page.ts │ │ ├── scripts_comfy │ │ │ ├── README.md │ │ │ ├── api.ts │ │ │ ├── app.ts │ │ │ ├── pnginfo.ts │ │ │ ├── ui │ │ │ │ └── components │ │ │ │ │ ├── button.ts │ │ │ │ │ ├── buttonGroup.ts │ │ │ │ │ └── popup.ts │ │ │ └── widgets.ts │ │ └── typings │ │ │ ├── README.md │ │ │ ├── comfy.d.ts │ │ │ ├── index.d.ts │ │ │ ├── litegraph.d.ts │ │ │ └── rgthree.d.ts │ ├── tsconfig.json │ └── web │ │ ├── comfyui │ │ ├── any_switch.js │ │ ├── base_any_input_connected_node.js │ │ ├── base_node.js │ │ ├── base_node_collector.js │ │ ├── base_node_mode_changer.js │ │ ├── base_power_prompt.js │ │ ├── bookmark.js │ │ ├── bypasser.js │ │ ├── comfy_ui_bar.js │ │ ├── config.js │ │ ├── constants.js │ │ ├── context.js │ │ ├── dialog_info.js │ │ ├── display_any.js │ │ ├── dynamic_context.js │ │ ├── dynamic_context_base.js │ │ ├── dynamic_context_switch.js │ │ ├── fast_actions_button.js │ │ ├── fast_groups_bypasser.js │ │ ├── fast_groups_muter.js │ │ ├── feature_group_fast_toggle.js │ │ ├── feature_import_individual_nodes.js │ │ ├── image_comparer.js │ │ ├── image_inset_crop.js │ │ ├── label.js │ │ ├── menu_auto_nest.js │ │ ├── menu_copy_image.js │ │ ├── menu_queue_node.js │ │ ├── muter.js │ │ ├── node_collector.js │ │ ├── node_mode_relay.js │ │ ├── node_mode_repeater.js │ │ ├── power_lora_loader.js │ │ ├── power_prompt.js │ │ ├── random_unmuter.js │ │ ├── reroute.js │ │ ├── rgthree.css │ │ ├── rgthree.js │ │ ├── seed.js │ │ ├── services │ │ │ ├── bookmarks_services.js │ │ │ ├── config_service.js │ │ │ ├── context_service.js │ │ │ ├── fast_groups_service.js │ │ │ └── key_events_services.js │ │ ├── utils.js │ │ ├── utils_canvas.js │ │ ├── utils_inputs_outputs.js │ │ ├── utils_menu.js │ │ └── utils_widgets.js │ │ ├── common │ │ ├── components │ │ │ └── base_custom_element.js │ │ ├── css │ │ │ ├── buttons.css │ │ │ ├── dialog.css │ │ │ ├── dialog_lora_chooser.css │ │ │ ├── dialog_model_info.css │ │ │ ├── menu.css │ │ │ └── pages_base.css │ │ ├── dialog.js │ │ ├── link_fixer.js │ │ ├── media │ │ │ ├── rgthree.svg │ │ │ └── svgs.js │ │ ├── menu.js │ │ ├── model_info_service.js │ │ ├── progress_bar.js │ │ ├── prompt_service.js │ │ ├── rgthree_api.js │ │ ├── shared_utils.js │ │ ├── utils_dom.js │ │ └── utils_workflow.js │ │ └── link_fixer │ │ ├── icon_file_json.png │ │ ├── index.html │ │ └── link_page.js └── websocket_image_save.py ├── execution.py ├── extra_model_paths.yaml.example ├── fix_torch.py ├── folder_paths.py ├── latent_preview.py ├── main.py ├── new_updater.py ├── node_helpers.py ├── nodes.py ├── pytest.ini ├── requirements.txt ├── server.py ├── utils ├── __init__.py └── extra_config.py └── zen.png /.ci/update_windows/update.py: 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