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A newer version of the Gradio SDK is available:
5.5.0
1.5.0
Features:
- SD XL support
- user metadata system for custom networks
- extended Lora metadata editor: set activation text, default weight, view tags, training info
- Lora extension rework to include other types of networks (all that were previously handled by LyCORIS extension)
- show github stars for extenstions
- img2img batch mode can read extra stuff from png info
- img2img batch works with subdirectories
- hotkeys to move prompt elements: alt+left/right
- restyle time taken/VRAM display
- add textual inversion hashes to infotext
- optimization: cache git extension repo information
- move generate button next to the generated picture for mobile clients
- hide cards for networks of incompatible Stable Diffusion version in Lora extra networks interface
- skip installing packages with pip if they all are already installed - startup speedup of about 2 seconds
Minor:
- checkbox to check/uncheck all extensions in the Installed tab
- add gradio user to infotext and to filename patterns
- allow gif for extra network previews
- add options to change colors in grid
- use natural sort for items in extra networks
- Mac: use empty_cache() from torch 2 to clear VRAM
- added automatic support for installing the right libraries for Navi3 (AMD)
- add option SWIN_torch_compile to accelerate SwinIR upscale
- suppress printing TI embedding info at start to console by default
- speedup extra networks listing
- added
[none]
filename token. - removed thumbs extra networks view mode (use settings tab to change width/height/scale to get thumbs)
- add always_discard_next_to_last_sigma option to XYZ plot
- automatically switch to 32-bit float VAE if the generated picture has NaNs without the need for
--no-half-vae
commandline flag.
Extensions and API:
- api endpoints: /sdapi/v1/server-kill, /sdapi/v1/server-restart, /sdapi/v1/server-stop
- allow Script to have custom metaclass
- add model exists status check /sdapi/v1/options
- rename --add-stop-route to --api-server-stop
- add
before_hr
script callback - add callback
after_extra_networks_activate
- disable rich exception output in console for API by default, use WEBUI_RICH_EXCEPTIONS env var to enable
- return http 404 when thumb file not found
- allow replacing extensions index with environment variable
Bug Fixes:
- fix for catch errors when retrieving extension index #11290
- fix very slow loading speed of .safetensors files when reading from network drives
- API cache cleanup
- fix UnicodeEncodeError when writing to file CLIP Interrogator batch mode
- fix warning of 'has_mps' deprecated from PyTorch
- fix problem with extra network saving images as previews losing generation info
- fix throwing exception when trying to resize image with I;16 mode
- fix for #11534: canvas zoom and pan extension hijacking shortcut keys
- fixed launch script to be runnable from any directory
- don't add "Seed Resize: -1x-1" to API image metadata
- correctly remove end parenthesis with ctrl+up/down
- fixing --subpath on newer gradio version
- fix: check fill size none zero when resize (fixes #11425)
- use submit and blur for quick settings textbox
- save img2img batch with images.save_image()
- prevent running preload.py for disabled extensions
- fix: previously, model name was added together with directory name to infotext and to [model_name] filename pattern; directory name is now not included
1.4.1
Bug Fixes:
- add queue lock for refresh-checkpoints
1.4.0
Features:
- zoom controls for inpainting
- run basic torch calculation at startup in parallel to reduce the performance impact of first generation
- option to pad prompt/neg prompt to be same length
- remove taming_transformers dependency
- custom k-diffusion scheduler settings
- add an option to show selected settings in main txt2img/img2img UI
- sysinfo tab in settings
- infer styles from prompts when pasting params into the UI
- an option to control the behavior of the above
Minor:
- bump Gradio to 3.32.0
- bump xformers to 0.0.20
- Add option to disable token counters
- tooltip fixes & optimizations
- make it possible to configure filename for the zip download
[vae_filename]
pattern for filenames- Revert discarding penultimate sigma for DPM-Solver++(2M) SDE
- change UI reorder setting to multiselect
- read version info form CHANGELOG.md if git version info is not available
- link footer API to Wiki when API is not active
- persistent conds cache (opt-in optimization)
Extensions:
- After installing extensions, webui properly restarts the process rather than reloads the UI
- Added VAE listing to web API. Via: /sdapi/v1/sd-vae
- custom unet support
- Add onAfterUiUpdate callback
- refactor EmbeddingDatabase.register_embedding() to allow unregistering
- add before_process callback for scripts
- add ability for alwayson scripts to specify section and let user reorder those sections
Bug Fixes:
- Fix dragging text to prompt
- fix incorrect quoting for infotext values with colon in them
- fix "hires. fix" prompt sharing same labels with txt2img_prompt
- Fix s_min_uncond default type int
- Fix for #10643 (Inpainting mask sometimes not working)
- fix bad styling for thumbs view in extra networks #10639
- fix for empty list of optimizations #10605
- small fixes to prepare_tcmalloc for Debian/Ubuntu compatibility
- fix --ui-debug-mode exit
- patch GitPython to not use leaky persistent processes
- fix duplicate Cross attention optimization after UI reload
- torch.cuda.is_available() check for SdOptimizationXformers
- fix hires fix using wrong conds in second pass if using Loras.
- handle exception when parsing generation parameters from png info
- fix upcast attention dtype error
- forcing Torch Version to 1.13.1 for RX 5000 series GPUs
- split mask blur into X and Y components, patch Outpainting MK2 accordingly
- don't die when a LoRA is a broken symlink
- allow activation of Generate Forever during generation
1.3.2
Bug Fixes:
- fix files served out of tmp directory even if they are saved to disk
- fix postprocessing overwriting parameters
1.3.1
Features:
- revert default cross attention optimization to Doggettx
Bug Fixes:
- fix bug: LoRA don't apply on dropdown list sd_lora
- fix png info always added even if setting is not enabled
- fix some fields not applying in xyz plot
- fix "hires. fix" prompt sharing same labels with txt2img_prompt
- fix lora hashes not being added properly to infotex if there is only one lora
- fix --use-cpu failing to work properly at startup
- make --disable-opt-split-attention command line option work again
1.3.0
Features:
- add UI to edit defaults
- token merging (via dbolya/tomesd)
- settings tab rework: add a lot of additional explanations and links
- load extensions' Git metadata in parallel to loading the main program to save a ton of time during startup
- update extensions table: show branch, show date in separate column, and show version from tags if available
- TAESD - another option for cheap live previews
- allow choosing sampler and prompts for second pass of hires fix - hidden by default, enabled in settings
- calculate hashes for Lora
- add lora hashes to infotext
- when pasting infotext, use infotext's lora hashes to find local loras for
<lora:xxx:1>
entries whose hashes match loras the user has - select cross attention optimization from UI
Minor:
- bump Gradio to 3.31.0
- bump PyTorch to 2.0.1 for macOS and Linux AMD
- allow setting defaults for elements in extensions' tabs
- allow selecting file type for live previews
- show "Loading..." for extra networks when displaying for the first time
- suppress ENSD infotext for samplers that don't use it
- clientside optimizations
- add options to show/hide hidden files and dirs in extra networks, and to not list models/files in hidden directories
- allow whitespace in styles.csv
- add option to reorder tabs
- move some functionality (swap resolution and set seed to -1) to client
- option to specify editor height for img2img
- button to copy image resolution into img2img width/height sliders
- switch from pyngrok to ngrok-py
- lazy-load images in extra networks UI
- set "Navigate image viewer with gamepad" option to false by default, by request
- change upscalers to download models into user-specified directory (from commandline args) rather than the default models/<...>
- allow hiding buttons in ui-config.json
Extensions:
- add /sdapi/v1/script-info api
- use Ruff to lint Python code
- use ESlint to lint Javascript code
- add/modify CFG callbacks for Self-Attention Guidance extension
- add command and endpoint for graceful server stopping
- add some locals (prompts/seeds/etc) from processing function into the Processing class as fields
- rework quoting for infotext items that have commas in them to use JSON (should be backwards compatible except for cases where it didn't work previously)
- add /sdapi/v1/refresh-loras api checkpoint post request
- tests overhaul
Bug Fixes:
- fix an issue preventing the program from starting if the user specifies a bad Gradio theme
- fix broken prompts from file script
- fix symlink scanning for extra networks
- fix --data-dir ignored when launching via webui-user.bat COMMANDLINE_ARGS
- allow web UI to be ran fully offline
- fix inability to run with --freeze-settings
- fix inability to merge checkpoint without adding metadata
- fix extra networks' save preview image not adding infotext for jpeg/webm
- remove blinking effect from text in hires fix and scale resolution preview
- make links to
http://<...>.git
extensions work in the extension tab - fix bug with webui hanging at startup due to hanging git process
1.2.1
Features:
- add an option to always refer to LoRA by filenames
Bug Fixes:
- never refer to LoRA by an alias if multiple LoRAs have same alias or the alias is called none
- fix upscalers disappearing after the user reloads UI
- allow bf16 in safe unpickler (resolves problems with loading some LoRAs)
- allow web UI to be ran fully offline
- fix localizations not working
- fix error for LoRAs:
'LatentDiffusion' object has no attribute 'lora_layer_mapping'
1.2.0
Features:
- do not wait for Stable Diffusion model to load at startup
- add filename patterns:
[denoising]
- directory hiding for extra networks: dirs starting with
.
will hide their cards on extra network tabs unless specifically searched for - LoRA: for the
<...>
text in prompt, use name of LoRA that is in the metdata of the file, if present, instead of filename (both can be used to activate LoRA) - LoRA: read infotext params from kohya-ss's extension parameters if they are present and if his extension is not active
- LoRA: fix some LoRAs not working (ones that have 3x3 convolution layer)
- LoRA: add an option to use old method of applying LoRAs (producing same results as with kohya-ss)
- add version to infotext, footer and console output when starting
- add links to wiki for filename pattern settings
- add extended info for quicksettings setting and use multiselect input instead of a text field
Minor:
- bump Gradio to 3.29.0
- bump PyTorch to 2.0.1
--subpath
option for gradio for use with reverse proxy- Linux/macOS: use existing virtualenv if already active (the VIRTUAL_ENV environment variable)
- do not apply localizations if there are none (possible frontend optimization)
- add extra
None
option for VAE in XYZ plot - print error to console when batch processing in img2img fails
- create HTML for extra network pages only on demand
- allow directories starting with
.
to still list their models for LoRA, checkpoints, etc - put infotext options into their own category in settings tab
- do not show licenses page when user selects Show all pages in settings
Extensions:
- tooltip localization support
- add API method to get LoRA models with prompt
Bug Fixes:
- re-add
/docs
endpoint - fix gamepad navigation
- make the lightbox fullscreen image function properly
- fix squished thumbnails in extras tab
- keep "search" filter for extra networks when user refreshes the tab (previously it showed everthing after you refreshed)
- fix webui showing the same image if you configure the generation to always save results into same file
- fix bug with upscalers not working properly
- fix MPS on PyTorch 2.0.1, Intel Macs
- make it so that custom context menu from contextMenu.js only disappears after user's click, ignoring non-user click events
- prevent Reload UI button/link from reloading the page when it's not yet ready
- fix prompts from file script failing to read contents from a drag/drop file
1.1.1
Bug Fixes:
- fix an error that prevents running webui on PyTorch<2.0 without --disable-safe-unpickle
1.1.0
Features:
- switch to PyTorch 2.0.0 (except for AMD GPUs)
- visual improvements to custom code scripts
- add filename patterns:
[clip_skip]
,[hasprompt<>]
,[batch_number]
,[generation_number]
- add support for saving init images in img2img, and record their hashes in infotext for reproducability
- automatically select current word when adjusting weight with ctrl+up/down
- add dropdowns for X/Y/Z plot
- add setting: Stable Diffusion/Random number generator source: makes it possible to make images generated from a given manual seed consistent across different GPUs
- support Gradio's theme API
- use TCMalloc on Linux by default; possible fix for memory leaks
- add optimization option to remove negative conditioning at low sigma values #9177
- embed model merge metadata in .safetensors file
- extension settings backup/restore feature #9169
- add "resize by" and "resize to" tabs to img2img
- add option "keep original size" to textual inversion images preprocess
- image viewer scrolling via analog stick
- button to restore the progress from session lost / tab reload
Minor:
- bump Gradio to 3.28.1
- change "scale to" to sliders in Extras tab
- add labels to tool buttons to make it possible to hide them
- add tiled inference support for ScuNET
- add branch support for extension installation
- change Linux installation script to install into current directory rather than
/home/username
- sort textual inversion embeddings by name (case-insensitive)
- allow styles.csv to be symlinked or mounted in docker
- remove the "do not add watermark to images" option
- make selected tab configurable with UI config
- make the extra networks UI fixed height and scrollable
- add
disable_tls_verify
arg for use with self-signed certs
Extensions:
- add reload callback
- add
is_hr_pass
field for processing
Bug Fixes:
- fix broken batch image processing on 'Extras/Batch Process' tab
- add "None" option to extra networks dropdowns
- fix FileExistsError for CLIP Interrogator
- fix /sdapi/v1/txt2img endpoint not working on Linux #9319
- fix disappearing live previews and progressbar during slow tasks
- fix fullscreen image view not working properly in some cases
- prevent alwayson_scripts args param resizing script_arg list when they are inserted in it
- fix prompt schedule for second order samplers
- fix image mask/composite for weird resolutions #9628
- use correct images for previews when using AND (see #9491)
- one broken image in img2img batch won't stop all processing
- fix image orientation bug in train/preprocess
- fix Ngrok recreating tunnels every reload
- fix
--realesrgan-models-path
and--ldsr-models-path
not working - fix
--skip-install
not working - use SAMPLE file format in Outpainting Mk2 & Poorman
- do not fail all LoRAs if some have failed to load when making a picture
1.0.0
- everything