stable-diffusion-webui/CHANGELOG.md

1.6.0

Features:

• 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)

Minor:

• 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

Extensions and API:

• 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 PIL GaussianBlur (#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

Bug Fixes:

• 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)

1.5.2

Bug Fixes:

• 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

1.5.1

Minor:

• support parsing text encoder blocks in some new LoRAs
• delete scale checker script due to user demand

Extensions and API:

• add postprocess_batch_list script callback

Bug Fixes:

• 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

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