stable-diffusion-webui/CHANGELOG.md at 5bbbda473fc87c161ec7f5351d78b8c43799d436

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1.10.0

Features:

A lot of performance improvements (see below in Performance section)
Stable Diffusion 3 support (#16030)
- Recommended Euler sampler; DDIM and other timestamp samplers currently not supported
- T5 text model is disabled by default, enable it in settings
New schedulers:
- Align Your Steps (#15751)
- KL Optimal (#15608)
- Normal (#16149)
- DDIM (#16149)
- Simple (#16142)
New sampler: DDIM CFG++ (#16035)

Minor:

Option to skip CFG on early steps (#15607)
Add --models-dir option (#15742)
Allow mobile users to open context menu by using two fingers press (#15682)
Infotext: add Lora name as TI hashes for bundled Textual Inversion (#15679)
Check model's hash after downloading it to prevent corruped downloads (#15602)
More extension tag filtering options (#15627)
When saving AVIF, use JPEG's quality setting (#15610)
Add filename pattern: [basename] (#15978)
Add option to enable clip skip for clip L on SDXL (#15992)
Option to prevent screen sleep during generation (#16001)
ToggleLivePriview button in image viewer (#16065)
Remove ui flashing on reloading and fast scrollong (#16153)

Extensions and API:

Add process_before_every_sampling hook (#15984)
Return HTTP 400 instead of 404 on invalid sampler error (#16140)

Performance:

[Performance 1/6] use_checkpoint = False (#15803)
[Performance 2/6] Replace einops.rearrange with torch native ops (#15804)
[Performance 4/6] Precompute is_sdxl_inpaint flag (#15806)
[Performance 5/6] Prevent unnecessary extra networks bias backup (#15816)
[Performance 6/6] Add --precision half option to avoid casting during inference (#15820)
[Performance] LDM optimization patches (#15824)
[Performance] Keep sigmas on CPU (#15823)
Check for nans in unet only once, after all steps have been completed
Added pption to run torch profiler for image generation

Bug Fixes:

Fix for grids without comprehensive infotexts (#15958)
feat: lora partial update precede full update (#15943)
Fix bug where file extension had an extra '.' under some circumstances (#15893)
Fix corrupt model initial load loop (#15600)
Allow old sampler names in API (#15656)
more old sampler scheduler compatibility (#15681)
Fix Hypertile xyz (#15831)
XYZ CSV skipinitialspace (#15832)
fix soft inpainting on mps and xpu, torch_utils.float64 (#15815)
fix extention update when not on main branch (#15797)
update pickle safe filenames
use relative path for webui-assets css (#15757)
When creating a virtual environment, upgrade pip in webui.bat/webui.sh (#15750)
Fix AttributeError (#15738)
use script_path for webui root in launch_utils (#15705)
fix extra batch mode P Transparency (#15664)
use gradio theme colors in css (#15680)
Fix dragging text within prompt input (#15657)
Add correct mimetype for .mjs files (#15654)
QOL Items - handle metadata issues more cleanly for SD models, Loras and embeddings (#15632)
replace wsl-open with wslpath and explorer.exe (#15968)
Fix SDXL Inpaint (#15976)
multi size grid (#15988)
fix Replace preview (#16118)
Possible fix of wrong scale in weight decomposition (#16151)
Ensure use of python from venv on Mac and Linux (#16116)
Prioritize python3.10 over python3 if both are available on Linux and Mac (with fallback) (#16092)
stoping generation extras (#16085)
Fix SD2 loading (#16078, #16079)
fix infotext Lora hashes for hires fix different lora (#16062)
Fix sampler scheduler autocorrection warning (#16054)

Other:

fix changelog #15883 -> #15882 (#15907)
ReloadUI backgroundColor --background-fill-primary (#15864)
Use different torch versions for Intel and ARM Macs (#15851)
XYZ override rework (#15836)
scroll extensions table on overflow (#15830)
img2img batch upload method (#15817)
chore: sync v1.8.0 packages according to changelog (#15783)
Add AVIF MIME type support to mimetype definitions (#15739)
Update imageviewer.js (#15730)
no-referrer (#15641)
.gitignore trace.json (#15980)
Bump spandrel to 0.3.4 (#16144)
Defunct --max-batch-count (#16119)
docs: update bug_report.yml (#16102)
Maintaining Project Compatibility for Python 3.9 Users Without Upgrade Requirements. (#16088)
Update torch for ARM Macs to 2.3.1 (#16059)
remove deprecated setting dont_fix_second_order_samplers_schedule (#16061)
chore: fix typos (#16060)

1.9.4

Bug Fixes:

pin setuptools version to fix the startup error (#15882)

1.9.3

Bug Fixes:

fix get_crop_region_v2 (#15594)

1.9.2

Extensions and API:

restore 1.8.0-style naming of scripts

1.9.1

Minor:

Add avif support (#15582)
Add filename patterns: [sampler_scheduler] and [scheduler] (#15581)

Extensions and API:

undo adding scripts to sys.modules
Add schedulers API endpoint (#15577)
Remove API upscaling factor limits (#15560)

Bug Fixes:

Fix images do not match / Coordinate 'right' is less than 'left' (#15534)
fix: remove_callbacks_for_function should also remove from the ordered map (#15533)
fix x1 upscalers (#15555)
Fix cls.module value in extension script (#15532)
fix typo in function call (eror -> error) (#15531)

Other:

Hide 'No Image data blocks found.' message (#15567)
Allow webui.sh to be runnable from arbitrary directories containing a .git file (#15561)
Compatibility with Debian 11, Fedora 34+ and openSUSE 15.4+ (#15544)
numpy DeprecationWarning product -> prod (#15547)
get_crop_region_v2 (#15583, #15587)

1.9.0

Features:

Make refiner switchover based on model timesteps instead of sampling steps (#14978)
add an option to have old-style directory view instead of tree view; stylistic changes for extra network sorting/search controls
add UI for reordering callbacks, support for specifying callback order in extension metadata (#15205)
Sgm uniform scheduler for SDXL-Lightning models (#15325)
Scheduler selection in main UI (#15333, #15361, #15394)

Minor:

"open images directory" button now opens the actual dir (#14947)
Support inference with LyCORIS BOFT networks (#14871, #14973)
make extra network card description plaintext by default, with an option to re-enable HTML as it was
resize handle for extra networks (#15041)
cmd args: --unix-filenames-sanitization and --filenames-max-length (#15031)
show extra networks parameters in HTML table rather than raw JSON (#15131)
Add DoRA (weight-decompose) support for LoRA/LoHa/LoKr (#15160, #15283)
Add '--no-prompt-history' cmd args for disable last generation prompt history (#15189)
update preview on Replace Preview (#15201)
only fetch updates for extensions' active git branches (#15233)
put upscale postprocessing UI into an accordion (#15223)
Support dragdrop for URLs to read infotext (#15262)
use diskcache library for caching (#15287, #15299)
Allow PNG-RGBA for Extras Tab (#15334)
Support cover images embedded in safetensors metadata (#15319)
faster interrupt when using NN upscale (#15380)
Extras upscaler: an input field to limit maximul side length for the output image (#15293, #15415, #15417, #15425)
add an option to hide postprocessing options in Extras tab

Extensions and API:

ResizeHandleRow - allow overriden column scale parametr (#15004)
call script_callbacks.ui_settings_callback earlier; fix extra-options-section built-in extension killing the ui if using a setting that doesn't exist
make it possible to use zoom.js outside webui context (#15286, #15288)
allow variants for extension name in metadata.ini (#15290)
make reloading UI scripts optional when doing Reload UI, and off by default
put request: gr.Request at start of img2img function similar to txt2img
open_folder as util (#15442)
make it possible to import extensions' script files as import scripts.<filename> (#15423)

Performance:

performance optimization for extra networks HTML pages
optimization for extra networks filtering
optimization for extra networks sorting

Bug Fixes:

prevent escape button causing an interrupt when no generation has been made yet
[bug] avoid doble upscaling in inpaint (#14966)
possible fix for reload button not appearing in some cases for extra networks.
fix: the split_threshold parameter does not work when running Split oversized images (#15006)
Fix resize-handle visability for vertical layout (mobile) (#15010)
register_tmp_file also for mtime (#15012)
Protect alphas_cumprod during refiner switchover (#14979)
Fix EXIF orientation in API image loading (#15062)
Only override emphasis if actually used in prompt (#15141)
Fix emphasis infotext missing from params.txt (#15142)
fix extract_style_text_from_prompt #15132 (#15135)
Fix Soft Inpaint for AnimateDiff (#15148)
edit-attention: deselect surrounding whitespace (#15178)
chore: fix font not loaded (#15183)
use natural sort in extra networks when ordering by path
Fix built-in lora system bugs caused by torch.nn.MultiheadAttention (#15190)
Avoid error from None in get_learned_conditioning (#15191)
Add entry to MassFileLister after writing metadata (#15199)
fix issue with Styles when Hires prompt is used (#15269, #15276)
Strip comments from hires fix prompt (#15263)
Make imageviewer event listeners browser consistent (#15261)
Fix AttributeError in OFT when trying to get MultiheadAttention weight (#15260)
Add missing .mean() back (#15239)
fix "Restore progress" button (#15221)
fix ui-config for InputAccordion [custom_script_source] (#15231)
handle 0 wheel deltaY (#15268)
prevent alt menu for firefox (#15267)
fix: fix syntax errors (#15179)
restore outputs path (#15307)
Escape btn_copy_path filename (#15316)
Fix extra networks buttons when filename contains an apostrophe (#15331)
escape brackets in lora random prompt generator (#15343)
fix: Python version check for PyTorch installation compatibility (#15390)
fix typo in call_queue.py (#15386)
fix: when find already_loaded model, remove loaded by array index (#15382)
minor bug fix of sd model memory management (#15350)
Fix CodeFormer weight (#15414)
Fix: Remove script callbacks in ordered_callbacks_map (#15428)
fix limited file write (thanks, Sylwia)
Fix extra-single-image API not doing upscale failed (#15465)
error handling paste_field callables (#15470)

Hardware:

Add training support and change lspci for Ascend NPU (#14981)
Update to ROCm5.7 and PyTorch (#14820)
Better workaround for Navi1, removing --pre for Navi3 (#15224)
Ascend NPU wiki page (#15228)

Other:

Update comment for Pad prompt/negative prompt v0 to add a warning about truncation, make it override the v1 implementation
support resizable columns for touch (tablets) (#15002)
Fix #14591 using translated content to do categories mapping (#14995)
Use absolute path for normalized filepath (#15035)
resizeHandle handle double tap (#15065)
--dat-models-path cmd flag (#15039)
Add a direct link to the binary release (#15059)
upscaler_utils: Reduce logging (#15084)
Fix various typos with crate-ci/typos (#15116)
fix_jpeg_live_preview (#15102)
[alternative fix] can't load webui if selected wrong extra option in ui (#15121)
Error handling for unsupported transparency (#14958)
Add model description to searched terms (#15198)
bump action version (#15272)
PEP 604 annotations (#15259)
Automatically Set the Scale by value when user selects an Upscale Model (#15244)
move postprocessing-for-training into builtin extensions (#15222)
type hinting in shared.py (#15211)
update ruff to 0.3.3
Update pytorch lightning utilities (#15310)
Add Size as an XYZ Grid option (#15354)
Use HF_ENDPOINT variable for HuggingFace domain with default (#15443)
re-add update_file_entry (#15446)
create_infotext allow index and callable, re-work Hires prompt infotext (#15460)
update restricted_opts to include more options for --hide-ui-dir-config (#15492)

1.8.0

Features:

Update torch to version 2.1.2
Soft Inpainting (#14208)
FP8 support (#14031, #14327)
Support for SDXL-Inpaint Model (#14390)
Use Spandrel for upscaling and face restoration architectures (#14425, #14467, #14473, #14474, #14477, #14476, #14484, #14500, #14501, #14504, #14524, #14809)
Automatic backwards version compatibility (when loading infotexts from old images with program version specified, will add compatibility settings)
Implement zero terminal SNR noise schedule option (SEED BREAKING CHANGE, #14145, #14979)
Add a [✨] button to run hires fix on selected image in the gallery (with help from #14598, #14626, #14728)
Separate assets repository; serve fonts locally rather than from google's servers
Official LCM Sampler Support (#14583)
Add support for DAT upscaler models (#14690, #15039)
Extra Networks Tree View (#14588, #14900)
NPU Support (#14801)
Prompt comments support

Minor:

Allow pasting in WIDTHxHEIGHT strings into the width/height fields (#14296)
add option: Live preview in full page image viewer (#14230, #14307)
Add keyboard shortcuts for generate/skip/interrupt (#14269)
Better TCMALLOC support on different platforms (#14227, #14883, #14910)
Lora not found warning (#14464)
Adding negative prompts to Loras in extra networks (#14475)
xyz_grid: allow varying the seed along an axis separate from axis options (#12180)
option to convert VAE to bfloat16 (implementation of #9295)
Better IPEX support (#14229, #14353, #14559, #14562, #14597)
Option to interrupt after current generation rather than immediately (#13653, #14659)
Fullscreen Preview control fading/disable (#14291)
Finer settings freezing control (#13789)
Increase Upscaler Limits (#14589)
Adjust brush size with hotkeys (#14638)
Add checkpoint info to csv log file when saving images (#14663)
Make more columns resizable (#14740, #14884)
Add an option to not overlay original image for inpainting for #14727
Add Pad conds v0 option to support same generation with DDIM as before 1.6.0
Add "Interrupting..." placeholder.
Button for refresh extensions list (#14857)
Add an option to disable normalization after calculating emphasis. (#14874)
When counting tokens, also include enabled styles (can be disabled in settings to revert to previous behavior)
Configuration for the [📂] button for image gallery (#14947)
Support inference with LyCORIS BOFT networks (#14871, #14973)
support resizable columns for touch (tablets) (#15002)

Extensions and API:

Removed packages from requirements: basicsr, gfpgan, realesrgan; as well as their dependencies: absl-py, addict, beautifulsoup4, future, gdown, grpcio, importlib-metadata, lmdb, lpips, Markdown, platformdirs, PySocks, soupsieve, tb-nightly, tensorboard-data-server, tomli, Werkzeug, yapf, zipp, soupsieve
Enable task ids for API (#14314)
add override_settings support for infotext API
rename generation_parameters_copypaste module to infotext_utils
prevent crash due to Script init exception (#14407)
Bump numpy to 1.26.2 (#14471)
Add utility to inspect a model's dtype/device (#14478)
Implement general forward method for all method in built-in lora ext (#14547)
Execute model_loaded_callback after moving to target device (#14563)
Add self to CFGDenoiserParams (#14573)
Allow TLS with API only mode (--nowebui) (#14593)
New callback: postprocess_image_after_composite (#14657)
modules/api/api.py: add api endpoint to refresh embeddings list (#14715)
set_named_arg (#14773)
add before_token_counter callback and use it for prompt comments
ResizeHandleRow - allow overridden column scale parameter (#15004)

Performance:

Massive performance improvement for extra networks directories with a huge number of files in them in an attempt to tackle #14507 (#14528)
Reduce unnecessary re-indexing extra networks directory (#14512)
Avoid unnecessary isfile/exists calls (#14527)

Bug Fixes:

fix multiple bugs related to styles multi-file support (#14203, #14276, #14707)
Lora fixes (#14300, #14237, #14546, #14726)
Re-add setting lost as part of e294e46 (#14266)
fix extras caption BLIP (#14330)
include infotext into saved init image for img2img (#14452)
xyz grid handle axis_type is None (#14394)
Update Added (Fixed) IPV6 Functionality When there is No Webui Argument Passed webui.py (#14354)
fix API thread safe issues of txt2img and img2img (#14421)
handle selectable script_index is None (#14487)
handle config.json failed to load (#14525, #14767)
paste infotext cast int as float (#14523)
Ensure GRADIO_ANALYTICS_ENABLED is set early enough (#14537)
Fix logging configuration again (#14538)
Handle CondFunc exception when resolving attributes (#14560)
Fix extras big batch crashes (#14699)
Fix using wrong model caused by alias (#14655)
Add # to the invalid_filename_chars list (#14640)
Fix extension check for requirements (#14639)
Fix tab indexes are reset after restart UI (#14637)
Fix nested manual cast (#14689)
Keep postprocessing upscale selected tab after restart (#14702)
XYZ grid: filter out blank vals when axis is int or float type (like int axis seed) (#14754)
fix CLIP Interrogator topN regex (#14775)
Fix dtype error in MHA layer/change dtype checking mechanism for manual cast (#14791)
catch load style.csv error (#14814)
fix error when editing extra networks card
fix extra networks metadata failing to work properly when you create the .json file with metadata for the first time.
util.walk_files extensions case insensitive (#14879)
if extensions page not loaded, prevent apply (#14873)
call the right function for token counter in img2img
Fix the bugs that search/reload will disappear when using other ExtraNetworks extensions (#14939)
Gracefully handle mtime read exception from cache (#14933)
Only trigger interrupt on Esc when interrupt button visible (#14932)
Disable prompt token counters option actually disables token counting rather than just hiding results.
avoid double upscaling in inpaint (#14966)
Fix #14591 using translated content to do categories mapping (#14995)
fix: the split_threshold parameter does not work when running Split oversized images (#15006)
Fix resize-handle for mobile (#15010, #15065)

Other:

Assign id for "extra_options". Replace numeric field with slider. (#14270)
change state dict comparison to ref compare (#14216)
Bump torch-rocm to 5.6/5.7 (#14293)
Base output path off data path (#14446)
reorder training preprocessing modules in extras tab (#14367)
Remove cleanup_models code (#14472)
only rewrite ui-config when there is change (#14352)
Fix lint issue from 501993eb (#14495)
Update README.md (#14548)
hires button, fix seeds ()
Logging: set formatter correctly for fallback logger too (#14618)
Read generation info from infotexts rather than json for internal needs (save, extract seed from generated pic) (#14645)
improve get_crop_region (#14709)
Bump safetensors' version to 0.4.2 (#14782)
add tooltip create_submit_box (#14803)
extensions tab table row hover highlight (#14885)
Always add timestamp to displayed image (#14890)
Added core.filemode=false so doesn't track changes in file permission… (#14930)
Normalize command-line argument paths (#14934, #15035)
Use original App Title in progress bar (#14916)
register_tmp_file also for mtime (#15012)

1.7.0

Features:

settings tab rework: add search field, add categories, split UI settings page into many
add altdiffusion-m18 support (#13364)
support inference with LyCORIS GLora networks (#13610)
add lora-embedding bundle system (#13568)
option to move prompt from top row into generation parameters
add support for SSD-1B (#13865)
support inference with OFT networks (#13692)
script metadata and DAG sorting mechanism (#13944)
support HyperTile optimization (#13948)
add support for SD 2.1 Turbo (#14170)
remove Train->Preprocessing tab and put all its functionality into Extras tab
initial IPEX support for Intel Arc GPU (#14171)

Minor:

allow reading model hash from images in img2img batch mode (#12767)
add option to align with sgm repo's sampling implementation (#12818)
extra field for lora metadata viewer: ss_output_name (#12838)
add action in settings page to calculate all SD checkpoint hashes (#12909)
add button to copy prompt to style editor (#12975)
add --skip-load-model-at-start option (#13253)
write infotext to gif images
read infotext from gif images (#13068)
allow configuring the initial state of InputAccordion in ui-config.json (#13189)
allow editing whitespace delimiters for ctrl+up/ctrl+down prompt editing (#13444)
prevent accidentally closing popup dialogs (#13480)
added option to play notification sound or not (#13631)
show the preview image in the full screen image viewer if available (#13459)
support for webui.settings.bat (#13638)
add an option to not print stack traces on ctrl+c
start/restart generation by Ctrl (Alt) + Enter (#13644)
update prompts_from_file script to allow concatenating entries with the general prompt (#13733)
added a visible checkbox to input accordion
added an option to hide all txt2img/img2img parameters in an accordion (#13826)
added 'Path' sorting option for Extra network cards (#13968)
enable prompt hotkeys in style editor (#13931)
option to show batch img2img results in UI (#14009)
infotext updates: add option to disregard certain infotext fields, add option to not include VAE in infotext, add explanation to infotext settings page, move some options to infotext settings page
add FP32 fallback support on sd_vae_approx (#14046)
support XYZ scripts / split hires path from unet (#14126)
allow use of multiple styles csv files (#14125)
make extra network card description plaintext by default, with an option (Treat card description as HTML) to re-enable HTML as it was (originally by #13241)

Extensions and API:

update gradio to 3.41.2
support installed extensions list api (#12774)
update pnginfo API to return dict with parsed values
add noisy latent to ExtraNoiseParams for callback (#12856)
show extension datetime in UTC (#12864, #12865, #13281)
add an option to choose how to combine hires fix and refiner
include program version in info response. (#13135)
sd_unet support for SDXL
patch DDPM.register_betas so that users can put given_betas in model yaml (#13276)
xyz_grid: add prepare (#13266)
allow multiple localization files with same language in extensions (#13077)
add onEdit function for js and rework token-counter.js to use it
fix the key error exception when processing override_settings keys (#13567)
ability for extensions to return custom data via api in response.images (#13463)
call state.jobnext() before postproces*() (#13762)
add option to set notification sound volume (#13884)
update Ruff to 0.1.6 (#14059)
add Block component creation callback (#14119)
catch uncaught exception with ui creation scripts (#14120)
use extension name for determining an extension is installed in the index (#14063)
update is_installed() from launch_utils.py to fix reinstalling already installed packages (#14192)

Bug Fixes:

fix pix2pix producing bad results
fix defaults settings page breaking when any of main UI tabs are hidden
fix error that causes some extra networks to be disabled if both lora: and lyco: are present in the prompt
fix for Reload UI function: if you reload UI on one tab, other opened tabs will no longer stop working
prevent duplicate resize handler (#12795)
small typo: vae resolve bug (#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
hide --gradio-auth and --api-auth values from /internal/sysinfo report
add missing infotext for RNG in options (#12819)
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)
get progressbar to display correctly in extensions tab
keep order in list of checkpoints when loading model that doesn't have a checksum
fix inpainting models in txt2img creating black pictures
fix generation params regex (#12876)
fix batch img2img output dir with script (#12926)
fix #13080 - Hypernetwork/TI preview generation (#13084)
fix bug with sigma min/max overrides. (#12995)
more accurate check for enabling cuDNN benchmark on 16XX cards (#12924)
don't use multicond parser for negative prompt counter (#13118)
fix data-sort-name containing spaces (#13412)
update card on correct tab when editing metadata (#13411)
fix viewing/editing metadata when filename contains an apostrophe (#13395)
fix: --sd_model in "Prompts from file or textbox" script is not working (#13302)
better Support for Portable Git (#13231)
fix issues when webui_dir is not work_dir (#13210)
fix: lora-bias-backup don't reset cache (#13178)
account for customizable extra network separators whyen removing extra network text from the prompt (#12877)
re fix batch img2img output dir with script (#13170)
fix --ckpt-dir path separator and option use short name for checkpoint dropdown (#13139)
consolidated allowed preview formats, Fix extra network .gif not woking as preview (#13121)
fix venv_dir=- environment variable not working as expected on linux (#13469)
repair unload sd checkpoint button
edit-attention fixes (#13533)
fix bug when using --gfpgan-models-path (#13718)
properly apply sort order for extra network cards when selected from dropdown
fixes generation restart not working for some users when 'Ctrl+Enter' is pressed (#13962)
thread safe extra network list_items (#13014)
fix not able to exit metadata popup when pop up is too big (#14156)
fix auto focal point crop for opencv >= 4.8 (#14121)
make 'use-cpu all' actually apply to 'all' (#14131)
extras tab batch: actually use original filename
make webui not crash when running with --disable-all-extensions option

Other:

non-local condition (#12814)
fix minor typos (#12827)
remove xformers Python version check (#12842)
style: file-metadata word-break (#12837)
revert SGM noise multiplier change for img2img because it breaks hires fix
do not change quicksettings dropdown option when value returned is None (#12854)
[RC 1.6.0 - zoom is partly hidden] Update style.css (#12839)
chore: change extension time format (#12851)
WEBUI.SH - Use torch 2.1.0 release candidate for Navi 3 (#12929)
add Fallback at images.read_info_from_image if exif data was invalid (#13028)
update cmd arg description (#12986)
fix: update shared.opts.data when add_option (#12957, #13213)
restore missing tooltips (#12976)
use default dropdown padding on mobile (#12880)
put enable console prompts option into settings from commandline args (#13119)
fix some deprecated types (#12846)
bump to torchsde==0.2.6 (#13418)
update dragdrop.js (#13372)
use orderdict as lru cache:opt/bug (#13313)
XYZ if not include sub grids do not save sub grid (#13282)
initialize state.time_start befroe state.job_count (#13229)
fix fieldname regex (#13458)
change denoising_strength default to None. (#13466)
fix regression (#13475)
fix IndexError (#13630)
fix: checkpoints_loaded:{checkpoint:state_dict}, model.load_state_dict issue in dict value empty (#13535)
update bug_report.yml (#12991)
requirements_versions httpx==0.24.1 (#13839)
fix parenthesis auto selection (#13829)
fix #13796 (#13797)
corrected a typo in modules/cmd_args.py (#13855)
feat: fix randn found element of type float at pos 2 (#14004)
adds tqdm handler to logging_config.py for progress bar integration (#13996)
hotfix: call shared.state.end() after postprocessing done (#13977)
fix dependency address patch 1 (#13929)
save sysinfo as .json (#14035)
move exception_records related methods to errors.py (#14084)
compatibility (#13936)
json.dump(ensure_ascii=False) (#14108)
dir buttons start with / so only the correct dir will be shown and no… (#13957)
alternate implementation for unet forward replacement that does not depend on hijack being applied
re-add keyedit_delimiters_whitespace setting lost as part of commit e294e46 (#14178)
fix save_samples being checked early when saving masked composite (#14177)
slight optimization for mask and mask_composite (#14181)
add import_hook hack to work around basicsr/torchvision incompatibility (#14186)

1.6.1

Bug Fixes:

fix an error causing the webui to fail to start (#13839)

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 possible (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
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.

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)
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

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 extensions
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 metadata 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 everything 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 reproducibility
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

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