Cagliostro Colab UI

All-in-One, Customizable and Flexible AUTOMATIC1111's Stable Diffusion Web UI for Google Colab.

What's New?

v.3.0.0 (10/06/23)

• Rewrote cagliostro-colab-ui codebase from scratch.

  • Used in-house module Colablib as the primary library for go-to functions, such as colored print, git function, download syntax, etc.
  • Added numerous trivial but important pieces of information, such as the Python version, torch version, current commit hash.
  • Improved console logs, using print_line() and cprint() from Colablib.

• Merged output_to_drive with mount_drive.

  • Now, the output path is automatically set to drive if Google Drive is mounted.

• Built-in wildcard support.

• Renamed dpm_v2_patch to dpmpp_2m_v2_patch.

• Added new section: Optimization config.

  • Introduced mobile_optimizations to keep Colab tab alive for mobile users.
  • Removed Keep Tab Alive for Mobile due to similar functionality with the new optimization.

• New extensions!

  • ilian6806/stable-diffusion-webui-state : Preserves Web UI parameters (inputs, sliders, checkboxes, etc.) after page reload.
  • pkuliyi2015/multidiffusion-upscaler-for-automatic1111 : Offers tiled Diffusion and VAE optimization.
  • Zuellni/Stable-Diffusion-WebUI-Image-Filters : A simple image postprocessing extension using the Pillow library.
  • Linaqruf/Umi-AI-debloat : Wildcard manager, a fork of Tsukreya/Umi-AI-debloat that has already fixed the lowercase problem.
  • AlUlkesh/sd_delete_button : Adds a delete button for Automatic1111 txt2img and img2img.

• New default models!

  • Added AnyLoRA_Anime_Mix as a new AnyLoRA variant for 2D Anime generation, similar to NovelAI.
  • Renamed the old AnyLoRA to AnyLoRA_Default.
  • Added Ghost_Note_Delta, SDHK_V3, for another Anime Model.
  • Added Majic_Mix_V5 to replace Chillout Mix.
  • Replaced replicant_v2 with the latest and improved version, Replicant_V3.
  • Reintroduced Illuminati Diffusion V1.1.
  • Removed Waifu Diffusion 1.5 models.

• New default VAEs!

  • Added Blessed VAE.
  • All default VAEs are now in .safetensors! Thanks to NoCrypt.

• ControlNet

  • Added new Annotator, up to Lama cleaner.
  • Included a list of new SDv2.x ControlNet Models from thibaud/controlnet-sd21.
  • Added Custom ControlNet Model section to download custom controlnet models such as Illumination, Brightness, the upcoming QR Code model, and any other unofficial ControlNet Model.
  • Please ensure your custom ControlNet model has sd15/sd21 in the filename.
  • Reintroduced t2i_adapter_model.

• Custom Download Corner

  • Added instructions for using the fuse: prefix, handling multiple URLs, and loading models from Google Drive.

  • The prune:, fp16:, or fp32: prefixes currently are not available.

  • Introduced a new section: Download From Textfile.

    • This uses a similar approach to the etherealxx/batchlinks-webui extensions.
    • Provide a custom download URL for a .txt file instead of using the URL field. Edit the file: /content/download_list.txt.
    • Available hashtags: #model, #vae, #embedding, #lora, #hypernetwork, #extensions, #upscaler. Aliases are not currently supported.
    • Alternatively, you can input your .txt file into custom_download_list_url. This works for pastebin.

    Example:

    #model
    url1
    url2
    
    #lora
    url1 | filename1
    
    #embedding
    fuse:path

• Launch

  • Added --opt-sdp-mem-attention option for accelerator.
  • Included error handling if the user forgets to download the model and vae. It will automatically download these two files before launch:
    • Model: AnyLoRA_Anime_Mix
    • VAE: Animevae
  • Added Token Merging Ratio or ToME SD and Negative Guidance Scale to quicksettings

• Refactored Download Generated Images and other Extras cells by wrapping code inside functions.

• Bugfixes:

  • Fixed dpmpp_2m_v2_patch, now it's working properly.
  • Temporary fixed LoRA not applied when using Hires Fix
  • Fixed file extensions undefined in Custom Download Corner

v.2.6.2 (17/05/23)

• Bugfixes:
  • Attempting to fix generate button stuck problem by adding latest_gradio option to force update gradio to 3.31

v.2.6.1 (17/05/23)

• Added sd-civitai-browser extension back, but this time using SignalFlagZ/sd-civitai-browser version.
• Changed stable-diffusion-webui-latent-two-shot extension with ashen-sensored's fork.
• Updated alternative tunnels recommendation: ngrok > gradio > cloudflared > remotemoe > localhostrun > googleusercontent. The ranking is based on the following reasons:
  • Gradio: Faster and slightly more stable than the others, but may have queue problems.
  • Cloudflared: Slow to start the application, loads extra networks and images.
  • Remotemoe: Currently not usable.
  • Localhostrun: Often gets disconnected, requiring a forced restart of cells to make it work.
  • Googleusercontent: -
• Bugfixes:
  • Fixed stable-diffusion-webui-composable-lora not being installed in repo_type values: ["AUTOMATIC1111", "AUTOMATIC1111-dev"].
  • Set commit_hash to empty and use latest commit because the bugs already fixed.

v.2.6.0 (16/05/23)

• Updated to the latest commit.
• Available repo_type values: ["AUTOMATIC1111", "AUTOMATIC1111-dev", "Anapnoe"].
• Updated the new tile model with control_v11f1e_sd15_tile_fp16.safetensors.
• Added 2 optimization options:
  • ram_alloc_patch, also known as the Camenduru Patch, to decrease RAM usage.
  • colab_optimizations, also known as TheLastBen Patch, to load the model in VRAM and fix the gradio queue problem.
• Added the use_presets option to turn on or off the default prompt.
• Simplified the Arguments category options.
• Set a default value for gradio_auth.
• Changed yfszzx/stable-diffusion-webui-images-browser to zanllp/sd-webui-infinite-image-browsing.
• Added the extension butaixianran/Stable-Diffusion-Webui-Civitai-Helper.
• Added the extension Bing-su/adetailer.
• Added the extension canvas-zoom.
• Added negative embeddings EasyNegativeV2.
• Added a new theme for Anapnoe-webui: ["minimal", "minimal-orange"].
• Bug Fixes:
  • Fixed Inpaint not showing images #28. It looks like Bing-su/adetailer and canvas-zoom are unusable in Anapnoe-webui.
  • Fixed the quicksettings problem after the master repo was migrated from strings to a list. #27 #29.
  • An annoying bug has recently occurred in Anapnoe-webui. Extra networks are not displaying Models, Embeddings, LoRA, etc., even if they exist in the respective folder. Temporary fixed by reset commit hash to f2b9c2c. Track discussion here

v.2.5.3 (21/04/23)

• AUTOMATIC1111's stable-diffusion-webui has been removed because Google Colab has prohibited the usage of any string named stable-diffusion-webui due to its massive usage of webui.
• Anapnoe UI has been set as default forcibly, also added warning messages.
• An experimental section has been added to install the Anapnoe UI integrated with gradio 3.23.0.
• sd-webui-tunnels forked by camenduru has been removed since the new ToS of Colab prohibits SSH shell or any similar tools.
• Now, there are two versions of the notebook available:

  • Cagliostro Colab UI: A compact and lightweight version that removes AUTOMATIC1111's stable-diffusion-webui.

  • Cagliostro Colab UI Pro: It has all the features of the Cagliostro Colab UI update in 19/04. However, since I do not have a Colab Pro subscription, I am unlikely to maintain it.

v.2.5.2 (19/04/23)

• Reformat and simplified most cells
• Rewording all available variable to make it easier to read, example: git_pull to update_webui
• Added output_drive_folder to customize gdrive outputs folder name
• Removed clean_install option
• Merged load_v2_in_vram and merge_in_vram to colab_optimization and set to False
• Deleted stable_diffusion_v_1_5 and replicant_v1 from available models
• Added custom_upscaler_url back

v.2.5.1 (18/04/23)

• Added cldm_config.yaml for every ControlNet model (refer to link)
• Removed custom_control_url from Custom Download Corner cell
• Removed illuminati_diffusion_v1_1 from Available SDv2.x Model list as the model has become exclusive to a certain image generation website
• Reworded certain arguments to make them more readable
• Removed medvram option from the Arguments list.

v.2.5.0 (16/04/23)

• Update Web UI to the latest version
• Moved What's new? to GitHub repository
• Added link to Cagliostro Colab UI User Manual
• Added cheatsheet in every header and subheader based on Cagliostro Colab UI User Manual explanation
• Reformatted Notebook to be more readable.
• If use_anapnoe_ui set to True, skip updating stable-diffusion-webui-images-browser when update_extensions set to True
• Added 2 more os.environ changes
  • os.environ["PYTHONDONTWRITEBYTECODE"]='1'
  • os.environ['PYTHONWARNINGS'] = 'ignore'
• Added Replicant V2.0 as new SDv2.x model
• ControlNet V1.1 Update!
  • Removed old Annotator and ControlNet V1.0 model, and added new ones. Total: 13 new Annotator and 14 new ControlNet V1.1 models.
  • Renamed sd21_control_model to sd21_control_v10_sd21_model
  • Renamed wd15_control_model to wd15_control_v10_sd21_model
• Revamped how Custom Download Corner works.
  • Removed custom_upscaler_url, custom_control_url, and custom_components_url
  • Added a feature to prune model, fuse folder, copy from Google Drive. Users can find how to use it in this link or this table.

• Changed the Gradio authentication logic to use a boolean instead. The username is set to cagliostro, and the password is a randomly generated 6-character combination of ASCII letters and numbers.
• Added an option to enable --opt-sdp-attention instead of xformers to accelerate PyTorch 2.0.

v.2.2.0 (03/04/23)

• Update Web UI to the latest version
• Update xformers to 0.0.18
• git checkout for extension using Gradio 3.23 or above
• If using Anapnoe UI/UX, users can't update_extensions at the moment to prevent code conflict because of different gradio version

v.2.1.0 (31/03/23)

• Added Reinstall logic
• Fix bugs when upload images to ControlNet canvas, the images stretched
• Fix bugs when Web UI can't starting if use_anapnoe_ui set to True
• Changed use_anapnoe_ui logic by downloading and unpacking separate repo instead of git remote origin set-url and git reset --hard
• Added Theme Selector section to changed default (anapnoe-webui) theme before starting Web UI

v.2.0.1 (27/03/23)

• Clean install and update Web UI to latest version, commit hash : 955df7751eef11bb7697e2d77f6b8a6226b21e13
• Manually edit config.json and ui-config.json
• Change auto_model and auto_vae logic, change config.json instead of using --vae_path and --ckpt

v.2.0.0 (27/03/23)

• Reformat notebook with black python formatter
• Update Web UI and all extensions version (not latest)
• Downgrade xformers to 0.0.16
• Downgrade triton to 2.0.0
• Set both lora_dir and additional_networks_extra_lora_path path to os.path.join(repo_dir, "models/Lora")
• Set lora_dir path to os.path.join(repo_dir, "models/ControlNet")
• Reset Anapnoe UI commit hash to 802fb8a16ba4bdbfba0dca55f9cdb265f4bd86f2
• Force reset commit hash to 3b47b000199ea8baf724080936ef985f53b3d081 when use_anapnoe_ui is enabled
• Added mount_drive function
• Added more error handling
• Set some environment variables:
  • os.environ['colab_url'] = eval_js("google.colab.kernel.proxyPort(7860, {'cache': false})")
  • os.environ["LD_PRELOAD"] = "libtcmalloc.so"
  • os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
  • os.environ["SAFETENSORS_FAST_GPU"]= '1'
• Added 3 new default model
  • Anything V3.0
  • AnyLoRA
  • Anime Pastel Dream
• Deleted 3 default model
• Anything V3.2
• Anything V3.3
• HoloKuki V2
• Changed Chillout-Mix to Chillout-Mix-Ni
• Changed Illuminati V1.1 download link from CivitAI to Huggingface
• Put all ControlNet things to new separated cell
  • Added pre_download_annotator back
  • Added sd21_control_model
  • Added wd15_control_model
  • Added option to change ControlNet model and Adapter config outside Web UI
• Added support for load custom url from Google Drive, tricky, by copying from Google Drive to destination path.
• Set --multiple as default alternative tunnels, please don't use Gradio URL at the moment
  • Recommended Tunnels:
  • ngrok > cloudflared > remotemoe > localhostrun > googleusercontent > gradio

v.1.4.1 (11/03/23)

• Trying to establish my own style, deleted all possible NoCrypt and TheLastBen's code legacy
• Temporary removed pre_download_annotator
• Deleted PastelMix from available models because the model license sold to fantasy.ai
• Deleted RefSlave-V2 from available models because the author removed his model from huggingface and civitai
• Added HoloKuki V2 as to available models
• Update t2i adapter model, currently has 8 model

v.1.4 (09/03/23)

• Update xformers pre-compiled wheels to xFormers 0.0.17.dev466
• Update pre-installed dependencies for Python 3.9.16
• Added new Stable Diffusion Web UI Extensions: batchlinks-webui and sd-webui-llul

v.1.3 (01/03/23)

• Added an option to save outputs to drive.
• Moved support button to separated and hidden section, because it looks ugly.
• Fixed some bugs where VAE can't be changed in webui.
• Updated dependencies, webui, and extensions to the latest version.
• Deleted hitokomoru_v1_5.
• Added WD 1.5 Beta 2 - Aesthetic. Releases note: here
• Added illuminati_diffusion_v1_1. Required embeddings coming soon.
• Added ref_slave_v2 and set it to default
• Used git reset to move the head to 3cd625854f9dc71235a432703ba82abfc5d1a3fc when try_new_ui_ux set to True, as it's a stable commit history for now.
• Added t2iadapter_sketch-fp16.safetensors to t2iadapter model list.

v.1.2.2 (23/02/23)

• Added Extra section for optional cell, the first cell added to the section is Download Generated Images V2, to store your output to huggingface and download it.
• Changed how the installation works. If the folder exists, then skip unpacking.
• Added Replicant V1.0 as default model.
• Added new UI/UX theme from Anapnoe. [Experimental]
• Added support for multi-controlnet by including a slider in certain cells (default value: 2).
• Backed up all ControlNet annotator and model data to a personal repository.

v.1.2.1 (21/02/23)

• Added tqdm to track installation, unpacking, and download progress since original logs are disabled.
• Pulled the latest version of the repository and built-in extensions.
• Pre-downloaded ControlNet annotator/preprocessor.
• Added T2I Adapter model from TencentArc.
• Added several good custom upscalers such as 4x-Animesharp, 4x-UltraSharp, Lollypop, and others.
• Added Video Loopback extension for creating videos in Img2img, now with ControlNet support.
• Deleted CivitAI browser extension because another extension called sd-filer serves the same purpose. You can download models, lora, and embeddings from the web UI.
• Added Katanuki extension to convert results to transparent images.
• Deleted Haku Img Extensions because they were rarely used.
• Added 'Use Old Karras Scheduler' option to quick settings (header).
• Fixed an invalid URL for Chillout Mix Pruned and SD 1.5 Pruned.
• Fixed the 'Download Generated Images' cell when creating a duplicate zip from 'output.zip(1)' to 'output(n+1).zip'.
• Added checkboxes for randomly selecting VAE and Model.