- fix an error causing the webui to fail to start (#13839)
- refiner support #12371
- add NV option for Random number generator source setting, which allows to generate same pictures on CPU/AMD/Mac as on NVidia videocards
- add style editor dialog
- hires fix: add an option to use a different checkpoint for second pass (#12181)
- option to keep multiple loaded models in memory (#12227)
- new samplers: Restart, DPM++ 2M SDE Exponential, DPM++ 2M SDE Heun, DPM++ 2M SDE Heun Karras, DPM++ 2M SDE Heun Exponential, DPM++ 3M SDE, DPM++ 3M SDE Karras, DPM++ 3M SDE Exponential (#12300, #12519, #12542)
- rework DDIM, PLMS, UniPC to use CFG denoiser same as in k-diffusion samplers:
- makes all of them work with img2img
- makes prompt composition posssible (AND)
- makes them available for SDXL
- always show extra networks tabs in the UI (#11808)
- use less RAM when creating models (#11958, #12599)
- textual inversion inference support for SDXL
- extra networks UI: show metadata for SD checkpoints
- checkpoint merger: add metadata support
- prompt editing and attention: add support for whitespace after the number ([ red : green : 0.5 ]) (seed breaking change) (#12177)
- VAE: allow selecting own VAE for each checkpoint (in user metadata editor)
- VAE: add selected VAE to infotext
- options in main UI: add own separate setting for txt2img and img2img, correctly read values from pasted infotext, add setting for column count (#12551)
- add resize handle to txt2img and img2img tabs, allowing to change the amount of horizontable space given to generation parameters and resulting image gallery (#12687, #12723)
- change default behavior for batching cond/uncond -- now it's on by default, and is disabled by an UI setting (Optimizatios -> Batch cond/uncond) - if you are on lowvram/medvram and are getting OOM exceptions, you will need to enable it
- show current position in queue and make it so that requests are processed in the order of arrival (#12707)
- add
--medvram-sdxl
flag that only enables--medvram
for SDXL models - prompt editing timeline has separate range for first pass and hires-fix pass (seed breaking change) (#12457)
- img2img batch: RAM savings, VRAM savings, .tif, .tiff in img2img batch (#12120, #12514, #12515)
- postprocessing/extras: RAM savings (#12479)
- XYZ: in the axis labels, remove pathnames from model filenames
- XYZ: support hires sampler (#12298)
- XYZ: new option: use text inputs instead of dropdowns (#12491)
- add gradio version warning
- sort list of VAE checkpoints (#12297)
- use transparent white for mask in inpainting, along with an option to select the color (#12326)
- move some settings to their own section: img2img, VAE
- add checkbox to show/hide dirs for extra networks
- Add TAESD(or more) options for all the VAE encode/decode operation (#12311)
- gradio theme cache, new gradio themes, along with explanation that the user can input his own values (#12346, #12355)
- sampler fixes/tweaks: s_tmax, s_churn, s_noise, s_tmax (#12354, #12356, #12357, #12358, #12375, #12521)
- update README.md with correct instructions for Linux installation (#12352)
- option to not save incomplete images, on by default (#12338)
- enable cond cache by default
- git autofix for repos that are corrupted (#12230)
- allow to open images in new browser tab by middle mouse button (#12379)
- automatically open webui in browser when running "locally" (#12254)
- put commonly used samplers on top, make DPM++ 2M Karras the default choice
- zoom and pan: option to auto-expand a wide image, improved integration (#12413, #12727)
- option to cache Lora networks in memory
- rework hires fix UI to use accordion
- face restoration and tiling moved to settings - use "Options in main UI" setting if you want them back
- change quicksettings items to have variable width
- Lora: add Norm module, add support for bias (#12503)
- Lora: output warnings in UI rather than fail for unfitting loras; switch to logging for error output in console
- support search and display of hashes for all extra network items (#12510)
- add extra noise param for img2img operations (#12564)
- support for Lora with bias (#12584)
- make interrupt quicker (#12634)
- configurable gallery height (#12648)
- make results column sticky (#12645)
- more hash filename patterns (#12639)
- make image viewer actually fit the whole page (#12635)
- make progress bar work independently from live preview display which results in it being updated a lot more often
- forbid Full live preview method for medvram and add a setting to undo the forbidding
- make it possible to localize tooltips and placeholders
- add option to align with sgm repo's sampling implementation (#12818)
- Restore faces and Tiling generation parameters have been moved to settings out of main UI
- if you want to put them back into main UI, use
Options in main UI
setting on the UI page.
- if you want to put them back into main UI, use
- gradio 3.41.2
- also bump versions for packages: transformers, GitPython, accelerate, scikit-image, timm, tomesd
- support tooltip kwarg for gradio elements: gr.Textbox(label='hello', tooltip='world')
- properly clear the total console progressbar when using txt2img and img2img from API
- add cmd_arg --disable-extra-extensions and --disable-all-extensions (#12294)
- shared.py and webui.py split into many files
- add --loglevel commandline argument for logging
- add a custom UI element that combines accordion and checkbox
- avoid importing gradio in tests because it spams warnings
- put infotext label for setting into OptionInfo definition rather than in a separate list
- make
StableDiffusionProcessingImg2Img.mask_blur
a property, make more inline with PILGaussianBlur
(#12470) - option to make scripts UI without gr.Group
- add a way for scripts to register a callback for before/after just a single component's creation
- use dataclass for StableDiffusionProcessing
- store patches for Lora in a specialized module instead of inside torch
- support http/https URLs in API (#12663, #12698)
- add extra noise callback (#12616)
- dump current stack traces when exiting with SIGINT
- add type annotations for extra fields of shared.sd_model
- Don't crash if out of local storage quota for javascriot localStorage
- XYZ plot do not fail if an exception occurs
- fix missing TI hash in infotext if generation uses both negative and positive TI (#12269)
- localization fixes (#12307)
- fix sdxl model invalid configuration after the hijack
- correctly toggle extras checkbox for infotext paste (#12304)
- open raw sysinfo link in new page (#12318)
- prompt parser: Account for empty field in alternating words syntax (#12319)
- add tab and carriage return to invalid filename chars (#12327)
- fix api only Lora not working (#12387)
- fix options in main UI misbehaving when there's just one element
- make it possible to use a sampler from infotext even if it's hidden in the dropdown
- fix styles missing from the prompt in infotext when making a grid of batch of multiplie images
- prevent bogus progress output in console when calculating hires fix dimensions
- fix --use-textbox-seed
- fix broken
Lora/Networks: use old method
option (#12466) - properly return
None
for VAE hash when using--no-hashing
(#12463) - MPS/macOS fixes and optimizations (#12526)
- add second_order to samplers that mistakenly didn't have it
- when refreshing cards in extra networks UI, do not discard user's custom resolution
- fix processing error that happens if batch_size is not a multiple of how many prompts/negative prompts there are (#12509)
- fix inpaint upload for alpha masks (#12588)
- fix exception when image sizes are not integers (#12586)
- fix incorrect TAESD Latent scale (#12596)
- auto add data-dir to gradio-allowed-path (#12603)
- fix exception if extensuions dir is missing (#12607)
- fix issues with api model-refresh and vae-refresh (#12638)
- fix img2img background color for transparent images option not being used (#12633)
- attempt to resolve NaN issue with unstable VAEs in fp32 mk2 (#12630)
- implement missing undo hijack for SDXL
- fix xyz swap axes (#12684)
- fix errors in backup/restore tab if any of config files are broken (#12689)
- fix SD VAE switch error after model reuse (#12685)
- fix trying to create images too large for the chosen format (#12667)
- create Gradio temp directory if necessary (#12717)
- prevent possible cache loss if exiting as it's being written by using an atomic operation to replace the cache with the new version
- set devices.dtype_unet correctly
- run RealESRGAN on GPU for non-CUDA devices (#12737)
- prevent extra network buttons being obscured by description for very small card sizes (#12745)
- fix error that causes some extra networks to be disabled if both lora: and lyco: are present in the prompt
- fix defaults settings page breaking when any of main UI tabs are hidden
- fix incorrect save/display of new values in Defaults page in settings
- fix for Reload UI function: if you reload UI on one tab, other opened tabs will no longer stop working
- fix an error that prevents VAE being reloaded after an option change if a VAE near the checkpoint exists (#12797)
- hide broken image crop tool (#12792)
- don't show hidden samplers in dropdown for XYZ script (#12780)
- fix style editing dialog breaking if it's opened in both img2img and txt2img tabs
- fix a bug allowing users to bypass gradio and API authentication (reported by vysecurity)
- fix notification not playing when built-in webui tab is inactive (#12834)
- honor
--skip-install
for extension installers (#12832) - don't print blank stdout in extension installers (#12833, #12855)
- do not change quicksettings dropdown option when value returned is
None
(#12854) - get progressbar to display correctly in extensions tab
- fix memory leak when generation fails
- update doggettx cross attention optimization to not use an unreasonable amount of memory in some edge cases -- suggestion by MorkTheOrk
- support parsing text encoder blocks in some new LoRAs
- delete scale checker script due to user demand
- add postprocess_batch_list script callback
- fix TI training for SD1
- fix reload altclip model error
- prepend the pythonpath instead of overriding it
- fix typo in SD_WEBUI_RESTARTING
- if txt2img/img2img raises an exception, finally call state.end()
- fix composable diffusion weight parsing
- restyle Startup profile for black users
- fix webui not launching with --nowebui
- catch exception for non git extensions
- fix some options missing from /sdapi/v1/options
- fix for extension update status always saying "unknown"
- fix display of extra network cards that have
<>
in the name - update lora extension to work with python 3.8
- 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
- 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.
- 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
- 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
- add queue lock for refresh-checkpoints
- 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
- 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)
- 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
- 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
- fix files served out of tmp directory even if they are saved to disk
- fix postprocessing overwriting parameters
- revert default cross attention optimization to Doggettx
- 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
- 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
- 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
- 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
- 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
- add an option to always refer to LoRA by filenames
- 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'
- 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
- 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
- tooltip localization support
- add API method to get LoRA models with prompt
- 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
- fix an error that prevents running webui on PyTorch<2.0 without --disable-safe-unpickle
- 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
- 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
- add reload callback
- add
is_hr_pass
field for processing
- 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
- everything