Releases v1.6.0
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
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
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