Commit Graph

1103 Commits

Author SHA1 Message Date
Lincoln Stein
c855d2a350
Consolidate version numbers (#2201)
* update version number

* print version number at startup

* move version number into ldm/invoke/_version.py

* bump version to 2.2.6+a0

* handle whitespace better

* resolve issues raised by mauwii during PR review
2023-01-15 04:07:21 +01:00
Minjune Song
21bf512056
Local embeddings support (CLI autocomplete) (#2211)
* integrate local embeds with HF embeds

* Update concepts_lib.py

* Update concepts_lib.py

Co-authored-by: BuildTools <unconfigured@null.spigotmc.org>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2023-01-04 06:22:10 +00:00
Lincoln Stein
6c6e534c1a fix codeformer facexlib files being downloaded into .venv
- Fixed codeformer module so that the facexlib files are downloaded
  into their pre-stored location in models/gfpgan/weights (shared
  with the GFPGAN module)
2023-01-04 00:13:33 -05:00
Lincoln Stein
c3f82d4481
update version number (#2199) 2023-01-01 19:26:55 +00:00
Lincoln Stein
3929bd3e13
Lstein release candidate 2.2.5 (#2137)
* installer tweaks in preparation for v2.2.5

- pin numpy to 1.23.* to avoid requirements conflict with numba
- update.sh and update.bat now accept a tag or branch string, not a URL
- update scripts download latest requirements-base before updating.

* update.bat.in debugged and working

* update pulls from "latest" now

* bump version number

* fix permissions on create_installer.sh

* give Linux user option of installing ROCm or CUDA

* rc2.2.5 (install.sh) relative path fixes (#2155)

* (installer) fix bug in resolution of relative paths in linux install script

point installer at 2.2.5-rc1

selecting ~/Data/myapps/ as location  would create a ./~/Data/myapps
instead of expanding the ~/ to the value of ${HOME}

also, squash the trailing slash in path, if it was entered by the user

* (installer) add option to automatically start the app after install

also: when exiting, print the command to get back into the app

* remove extraneous whitespace

* model_cache applies rootdir to config path

* bring installers up to date with 2.2.5-rc2

* bump rc version

* create_installer now adds version number

* rebuild frontend

* bump rc#

* add locales to frontend dist package

- bump to patchlevel 6

* bump patchlevel

* use invoke-ai version of GFPGAN

- This version is very slightly modified to allow weights files
  to be pre-downloaded by the configure script.

* fix formatting error during startup

* bump patch level

* workaround #2 for GFPGAN facexlib() weights downloading

* bump patch

* ready for merge and release

* remove extraneous comment

* set PYTORCH_ENABLE_MPS_FALLBACK directly in invoke.py

Co-authored-by: Eugene Brodsky <ebr@users.noreply.github.com>
2023-01-01 17:54:45 +00:00
Lincoln Stein
9d103ef030
attempt to address memory issues when loading ckpt models (#2128)
- A couple of users have reported that switching back and forth
  between ckpt models is causing a "GPU out of memory" crash.
  Traceback suggests there is actually a CPU RAM issue.

- This speculative test simply performs a round of garbage collection
  before the point where the crash occurs.
2022-12-29 09:00:50 -05:00
blessedcoolant
6523fd07ab Model Edit Initial Implementation 2022-12-29 08:33:27 +13:00
blessedcoolant
3521557541 Model Manager Backend Implementation 2022-12-29 08:33:27 +13:00
Lincoln Stein
e32dd1d703
[docs] Provide an example of reading prompts from a script (#2087)
* add example of using -from_file to read from a script

Addresses #1654, #473, #566, #1008 at least partially.

* fix bug in code example

* improve docs for !fetch and !replay

* enable rendering of images in GH WebUI
also fix indention in some bullet lists

Co-authored-by: mauwii <Mauwii@outlook.de>
2022-12-23 14:06:59 +00:00
Lincoln Stein
c8a9848ad6
correct a crash in img2img under particular circumstances (#2088)
When using the inpainting model, the following sequence of events
would cause a predictable crash:

1. Use unified canvas to outcrop a portion of the image.
2. Accept outcropped image and import into img2img
3. Try any img2img operation

This closes #1596.

The crash was:

```
operands could not be broadcast together with shapes (320,512) (512,576)

Traceback (most recent call last):
  File "/data/lstein/InvokeAI/backend/invoke_ai_web_server.py", line 1125, in generate_images
    self.generate.prompt2image(
  File "/data/lstein/InvokeAI/ldm/generate.py", line 492, in prompt2image
    results = generator.generate(
  File "/data/lstein/InvokeAI/ldm/invoke/generator/base.py", line 98, in generate
    image = make_image(x_T)
  File "/data/lstein/InvokeAI/ldm/invoke/generator/omnibus.py", line 138, in make_image
    return self.sample_to_image(samples)
  File "/data/lstein/InvokeAI/ldm/invoke/generator/omnibus.py", line 173, in sample_to_image
    corrected_result = super(Img2Img, self).repaste_and_color_correct(gen_result, self.pil_image, self.pil_mask, self.mask_blur_radius)
  File "/data/lstein/InvokeAI/ldm/invoke/generator/base.py", line 148, in repaste_and_color_correct
    mask_pixels = init_a_pixels * init_mask_pixels > 0
ValueError: operands could not be broadcast together with shapes (320,512) (512,576)
```

This error was caused by the image and its mask not being of identical
size due to the outcropping operation. The ultimate cause of this
error has something to do with different code paths being followed in
the `inpaint` vs the `omnibus` modules.

Since omnibus will be obsoleted by diffusers, I have chosen just to
work around the problem rather than track it down to its source. The
only ill effect is that color correction will not be applied to the
first image created by `img2img` after applying the outcrop and
immediately importing into the img2img canvas. Since the inpainting
model has less of a color drift problem than the standard model, this
is unlikely to be problematic.
2022-12-22 14:53:23 +00:00
Lincoln Stein
cca8d14c79
defer patchmatch loading (#2039)
* defer patchmatch loading

Because of the way that patchmatch was loaded early at import time, it
was impossible to turn off the attempted loading with --no-patchmatch.

In addition, the patchmatch loading messages appear early on during
initialization, interfering with ability to print out the version
cleanly when --version provided to invoke script.

This commit creates a thin wrapper class for patch_match that is only
loaded when needed, solving both problems.

* create a singleton patchmatch object for use in inpainting

This creates a thin wrapper to patchmatch which loads the module
on demand, respecting the global "trypatchmatch" option.

* address 2d round of issues in PR 2039 comments

* Patchmatch->PatchMatch and misc cleanup
2022-12-20 15:32:35 -08:00
Lincoln Stein
6e98b5535d
add --version to invoke.py arguments (#2038)
* add --version to invoke.py arguments

This commit allows invoke.py to print out its name and version
number when given the --version argument. I had to move some
status messages around in order to make the output clean.

There is still an early message about initializing patchmatch
that interferes with a clean print of the version, and in fact the
--no-patchmatch argument is not doing anything. This will be the
subject of a subsequent PR.

* export APP_ID and APP_VERSION

Needed to support the web backend.
2022-12-20 15:14:28 +00:00
Damian Stewart
f69fc68e06
Revert "Don't crash CLI on exceptions (#2066)" (#2078)
This reverts commit 147834e99c.
2022-12-20 08:56:04 +13:00
Scott Lahteine
7d8d4bcafb
Global replace [ \t]+$, add "GB" (#1751)
* "GB"

* Replace [ \t]+$ global

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-12-19 16:36:39 +00:00
Damian Stewart
147834e99c
Don't crash CLI on exceptions (#2066) 2022-12-18 16:28:47 +01:00
Eugene Brodsky
f41da11d66
Relax Huggingface login requirement during setup (#2046)
* (config) handle huggingface token more gracefully

* (docs) document HuggingFace token requirement for Concepts

* (cli) deprecate the --(no)-interactive CLI flag

It was previously only used to skip the SD weights download, and therefore
the prompt for Huggingface token (the "interactive" part).

Now that we don't need a Huggingface token
to download the SD weights at all, we can replace this flag with
"--skip-sd-weights", to clearly describe its purpose

The `--(no)-interactive` flag still functions the same, but shows a deprecation message

* (cli) fix emergency_model_reconfigure argument parsing

* (config) fix installation issues on systems with non-UTF8 locale

Co-authored-by: Matthias Wild <40327258+mauwii@users.noreply.github.com>
2022-12-18 10:44:50 +01:00
blessedcoolant
dc39f8d6a7
Fix broken embedding variants (#2037) 2022-12-17 03:07:05 +00:00
Lincoln Stein
f1748d7017
avoid leaking data to HuggingFace (#2021)
Before making a concept download request to HuggingFace, the concepts
library module now checks the concept name against a downloaded list
of all the concepts currently known to HuggingFace.  If the requested
concept is not on the list, then no download request is made.
2022-12-16 16:50:02 +00:00
Lincoln Stein
de7abce464
add an argument that lets user specify folders to scan for weights (#1977)
* add an argument that lets user specify folders to scan for weights

This PR adds a `--weight_folders` argument to invoke.py. Using
argparse, it adds a "weight_folders" attribute to the Args object, and
can be used like this:

```
'''test.py'''
from ldm.invoke.args import Args

args = Args().parse_args()

for folder in args.weight_folders:
    print(folder)
```

Example output:

```
python test.py --weight_folders /tmp/weights /home/fred/invokeai/weights "./my folder with spaces/weight files"
/tmp/weights
/home/fred/invokeai/weights
./my folder with spaces/weight files
```

* change --weight_folders to --weight_dirs
2022-12-16 15:14:49 +00:00
blessedcoolant
ffa54f4a35 Fix --config arg not being recognized 2022-12-16 18:29:47 +13:00
blessedcoolant
69cc0993f8
Add Embedding Parsing (#1973)
* Add Embedding Parsing

* Add Embedding Parsing

* Return token_dim in embedding_info

* fixes to handle other variants

1. Handle the case of a .bin file being mislabeled .pt (seen in the
wild at https://cyberes.github.io/stable-diffusion-textual-inversion-models/)

2. Handle the "broken" .pt files reported by https://github.com/invoke-ai/InvokeAI/issues/1829

3. When token name is not available, use the basename of the pt or bin file rather than the
   whole path.

fixes #1829

* remove whitespace

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-12-15 17:26:36 -05:00
wfng92
2a2f38a016
Correct timestep for img2img initial noise addition (#1946)
* Correct timestep for img2img initial noise addition

* apply fix to inpaint and txt2img2img as well

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-12-15 15:59:19 -05:00
Lincoln Stein
6c015eedb3
better error reporting when root directory not found (#2001)
- The invoke.py script now checks that the root (runtime) directory contains
  the expected config/models.yaml file and if it doesn't exits with a helpful
  error message about how to set the proper root.

- Formerly the script would fail with a "bad model" message and try to redownload
  its models, which is not helpful in the case that the root is missing or
  damaged.
2022-12-15 09:34:10 -05:00
Damian Stewart
64339af2dc restrict to 75 tokens and correctly handle blends 2022-12-14 16:54:27 -05:00
Ivan Efimov
ccf8a46320 Fix: define path as None before usage 2022-12-13 19:46:03 -05:00
blessedcoolant
bc0b0e4752
Possible fix for crash introduced in #1948 (#1963)
* Possible fix for crash introduced in #1948

* fix root dir search logic

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-12-13 01:14:46 -05:00
Lincoln Stein
cd3da2900d
close #1956 (#1962) 2022-12-13 01:12:53 -05:00
Matthias Wild
1a1625406c
Make Dockerfile cloud ready (tested on runpod) (#1950)
* Push dockerfile (#18)

* update build-container.yml

* add login step to build-container.yml

* update job name

* update matrix: add registry and platforms
also set latest only for cuda image

* quote string

* use latest for amd and cuda image

* separate images for cuda and amd

* change latest from auto to true

* configure_invoke -y instead of --interactive

* fix argument to --yes

* update matrix:
- use flavor instead of pip-requirements
- add flavor `cloud`
- add `dockerfile`

* introduce INVOKE_MODEL_RECONFIGURE

* add `--cap-add=sys_nice` to run.sh

* update Dockerfile: install wheel

* only have main branch in action again

* disable push of cloud image for now
since it still has it's own workflow, but PoC succeeded

* remove now untrue comments in top

* install pip, setuptools and wheel in sep. step

* add labels to the image

* remove doubled installation of wheel
2022-12-12 17:54:42 -05:00
Lincoln Stein
36e6908266
add logic for finding the root (runtime) directory (#1948)
This commit fixes the root search logic to be as follows:

1) The `--root_dir` command line argument
2) The contents of environment variable INVOKEAI_ROOT
3) The VIRTUAL_ENV environment variable, plus '..'
4) $HOME/invokeai

(3) is the new feature. Since we are now recommending to install
InvokeAI and its dependencies into the .venv in the root directory,
this should be a reliable choice.
2022-12-12 15:05:14 -05:00
Lincoln Stein
7314f1a862
add --karras_max option to invoke.py command line (#1762)
This addresses image regression image reported in #1754
2022-12-12 13:16:15 -05:00
rmagur1203
f4e7383490
Load model in inpaint when using free_gpu_mem option (#1938)
* Load model in inpaint when using free_gpu_mem option

* Passing free_gpu_mem option to inpaint generator
2022-12-12 09:14:30 -05:00
rmagur1203
96a12099ed
Fix the mistake of not importing the gc (#1939) 2022-12-12 09:14:09 -05:00
rmagur1203
bd0c0d77d2
Reduce more memories on free_gpu_mem option (#1915)
* Enhance free_gpu_mem option
Unload cond_stage_model on free_gpu_mem option is setted

* Enhance free_gpu_mem option
Unload cond_stage_model on free_gpu_mem option is setted
2022-12-11 13:49:55 -05:00
Lincoln Stein
f745f78cb3
correct bug when trying to enhance JPG images (#1928)
This fix was authored by @mebelz and is reissued here to base it on
`main`.
2022-12-11 13:48:47 -05:00
Damian Stewart
9f855a358a
fix for crash with inpainting model introduced by #1866 (#1922)
* fix for crash using inpainting model

* prevent crash due to invalid attention_maps_saver
2022-12-11 13:48:12 -05:00
Lincoln Stein
e7144055d1 make webGUI model changing work again
- Using relative root addresses was causing problems when the
  current working directory was changed after start time.
- This commit makes the root address absolute at start time, such
  that changing the working directory later on doesn't break anything.
2022-12-11 11:19:22 -05:00
Lincoln Stein
0439b51a26
Simple Installer for Unified Directory Structure, Initial Implementation (#1819)
* partially working simple installer

* works on linux

* fix linux requirements files

* read root environment variable in right place

* fix cat invokeai.init in test workflows

* fix classical cp error in test-invoke-pip.yml

* respect --root argument now

* untested bat installers added

* windows install.bat now working

fix logic to find frontend files

* rename simple_install to "installer"

1. simple_install => 'installer'
2. source and binary install directories are removed

* enable update scripts to update requirements

- Also pin requirements to known working commits.
- This may be a breaking change; exercise with caution
- No functional testing performed yet!

* update docs and installation requirements

NOTE: This may be a breaking commit! Due to the way the installer
works, I have to push to a public branch in order to do full end-to-end
testing.

- Updated installation docs, removing binary and source installers and
  substituting the "simple" unified installer.
- Pin requirements for the "http:" downloads to known working commits.
- Removed as much as possible the invoke-ai forks of others' repos.

* fix directory path for installer

* correct requirement/environment errors

* exclude zip files in .gitignore

* possible fix for dockerbuild

* ready for torture testing

- final Windows bat file tweaks
- copy environments-and-requirements to the runtime directory so that
  the `update.sh` script can run.

  This is not ideal, since we lose control over the
  requirements. Better for the update script to pull the proper
  updated requirements script from the repository.

* allow update.sh/update.bat to install arbitrary InvokeAI versions

- Can pass the zip file path to any InvokeAI release, branch, commit or tag,
  and the installer will try to install it.
- Updated documentation
- Added Linux Python install hints.

* use binary installer's :err_exit function

* user diffusers 0.10.0

* added logic for CPPFLAGS on mac

* improve windows install documentation

- added information on a couple of gotchas I experienced during
  windows installation, including DLL loading errors experienced
  when Visual Studio C++ Redistributable was not present.

* tagged to pull from 2.2.4-rc1

- also fix error of shell window closing immediately if suitable
  python not found

Co-authored-by: mauwii <Mauwii@outlook.de>
2022-12-11 00:37:08 -05:00
Damian Stewart
8cbb50c204 avoid further crash under low-memory conditions 2022-12-10 15:32:11 -05:00
blessedcoolant
12a8d7fc14 Fix crash introduced in #1866 2022-12-10 15:32:11 -05:00
Damian Stewart
786b8878d6
Save and display per-token attention maps (#1866)
* attention maps saving to /tmp

* tidy up diffusers branch backporting of cross attention refactoring

* base64-encoding the attention maps image for generationResult

* cleanup/refactor conditioning.py

* attention maps and tokens being sent to web UI

* attention maps: restrict count to actual token count and improve robustness

* add argument type hint to image_to_dataURL function

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>

Co-authored-by: damian <git@damianstewart.com>
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2022-12-10 15:57:41 +01:00
wfng92
d2026d0509 Fix error when init_mask=None and invert_mask=True
In the event where no `init_mask` is given and `invert_mask` is set to True, the script will raise the following error:

```bash
AttributeError: 'NoneType' object has no attribute 'mode'
```

The new implementation will only run inversion when both variables are valid.
2022-12-08 22:37:11 -05:00
Jonathan
06369d07c0 Update CLI.py 2022-12-08 22:34:49 -05:00
Jonathan
4e61069821 Update embiggen.py 2022-12-08 22:34:49 -05:00
Daya Adianto
d7ba041007 Enable force free GPU memory in img2img 2022-12-07 19:25:21 -05:00
spezialspezial
42f5bd4e12 Account for flat models
Merged models from auto11 merge board are flat for some reason. Current behavior of invoke is not changed by this modification.
2022-12-07 12:11:37 -05:00
blessedcoolant
1d1988683b Fix Embedding Dir not working 2022-12-05 22:24:31 -05:00
spezialspezial
1c0247d58a Eventually update APP_VERSION to 2.2.3
Not sure what the procedure is for the version number. Is this supposed to match every git tag or just major versions? Same question for setup.py
2022-12-04 14:33:16 -05:00
Damian Stewart
d335f51e5f
fix off-by-one bug in cross-attention-control (#1774)
prompt token sequences begin with a "beginning-of-sequence" marker <bos> and end with a repeated "end-of-sequence" marker <eos> - to make a default prompt length of <bos> + 75 prompt tokens + <eos>. the .swap() code was failing to take the column for <bos> at index 0 into account. the changes here do that, and also add extra handling for a single <eos> (which may be redundant but which is included for completeness).

based on my understanding and some assumptions about how this all works, the reason .swap() nevertheless seemed to do the right thing, to some extent, is because over multiple steps the conditioning process in Stable Diffusion operates as a feedback loop. a change to token n-1 has flow-on effects to how the [1x4x64x64] latent tensor is modified by all the tokens after it, - and as the next step is processed, all the tokens before it as well. intuitively, a token's conditioning effects "echo" throughout the whole length of the prompt. so even though the token at n-1 was being edited when what the user actually wanted was to edit the token at n, it nevertheless still had some non-negligible effect, in roughly the right direction, often enough that it seemed like it was working properly.
2022-12-04 11:41:03 +01:00
Eugene Brodsky
6d6076d3c7 (config) fix permissions on configure_invokeai.py, improve documentation in globals.py comment 2022-12-03 14:33:21 -05:00
Lincoln Stein
878a3907e9 defer loading of Hugging Face concepts until needed
Some users have been complaining that the CLI "freezes" for a while
before the invoke> prompt appears. I believe this is due to internet
delay while the concepts library names are downloaded by the autocompleter.
I have changed logic so that the concepts are downloaded the first time
the user types a < and tabs.
2022-12-01 17:56:18 -05:00
Lincoln Stein
bde456f9fa fix startup messages and a startup crash
- make the warnings about patchmatch less redundant
- only warn about being unable to load concepts from Hugging Face
  library once
- do not crash when unable to load concepts from Hugging Face
  due to network connectivity issues
2022-12-01 07:42:31 -05:00
Lincoln Stein
9ee83380e6 fix missig history file in output director 2022-12-01 07:39:26 -05:00
Lincoln Stein
0f4d71ed63
Merge dev into main for 2.2.0 (#1642)
* Fixes inpainting + code cleanup

* Disable stage info in Inpainting Tab

* Mask Brush Preview now always at 0.5 opacity

The new mask is only visible properly at max opacity but at max opacity the brush preview becomes fully opaque blocking the view. So the mask brush preview no remains at 0.5 no matter what the Brush opacity is.

* Remove save button from Canvas Controls (cleanup)

* Implements invert mask

* Changes "Invert Mask" to "Preserve Masked Areas"

* Fixes (?) spacebar issues

* Patches redux-persist and redux-deep-persist with debounced persists

Our app changes redux state very, very often. As our undo/redo history grows, the calls to persist state start to take in the 100ms range, due to a the deep cloning of the history. This causes very noticeable performance lag.

The deep cloning is required because we need to blacklist certain items in redux from being persisted (e.g. the app's connection status).

Debouncing the whole process of persistence is a simple and effective solution. Unfortunately, `redux-persist` dropped `debounce` between v4 and v5, replacing it with `throttle`. `throttle`, instead of delaying the expensive action until a period of X ms of inactivity, simply ensures the action is executed at least every X ms. Of course, this does not fix our performance issue. 

The patch is very simple. It adds a `debounce` argument - a number of milliseconds - and debounces `redux-persist`'s `update()` method (provided by `createPersistoid`) by that many ms.

Before this, I also tried writing a custom storage adapter for `redux-persist` to debounce the calls to `localStorage.setItem()`. While this worked and was far less invasive, it doesn't actually address the issue. It turns out `setItem()` is a very fast part of the process.

We use `redux-deep-persist` to simplify the `redux-persist` configuration, which can get complicated when you need to blacklist or whitelist deeply nested state. There is also a patch here for that library because it uses the same types as `redux-persist`.

Unfortunately, the last release of `redux-persist` used a package `flat-stream` which was malicious and has been removed from npm. The latest commits to `redux-persist` (about 1 year ago) do not build; we cannot use the master branch. And between the last release and last commit, the changes have all been breaking.

Patching this last release (about 3 years old at this point) directly is far simpler than attempting to fix the upstream library's master branch or figuring out an alternative to the malicious and now non-existent dependency.

* Adds debouncing

* Fixes AttributeError: 'dict' object has no attribute 'invert_mask'

* Updates package.json to use redux-persist patches

* Attempts to fix redux-persist debounce patch

* Fixes undo/redo

* Fixes invert mask

* Debounce > 300ms

* Limits history to 256 for each of undo and redo

* Canvas styling

* Hotkeys improvement

* Add Metadata To Viewer

* Increases CFG Scale max to 200

* Fix gallery width size for Outpainting

Also fixes the canvas resizing failing n fast pushes

* Fixes disappearing canvas grid lines

* Adds staging area

* Fixes "use all" not setting variationAmount

Now sets to 0 when the image had variations.

* Builds fresh bundle

* Outpainting tab loads to empty canvas instead of upload

* Fixes wonky canvas layer ordering & compositing

* Fixes error on inpainting paste back

`TypeError: 'float' object cannot be interpreted as an integer`

* Hides staging area outline on mouseover prev/next

* Fixes inpainting not doing img2img when no mask

* Fixes bbox not resizing in outpainting if partially off screen

* Fixes crashes during iterative outpaint. Still doesn't work correctly though.

* Fix iterative outpainting by restoring original images

* Moves image uploading to HTTP

- It all seems to work fine
- A lot of cleanup is still needed
- Logging needs to be added
- May need types to be reviewed

* Fixes: outpainting temp images show in gallery

* WIP refactor to unified canvas

* Removes console.log from redux-persist patch

* Initial unification of canvas

* Removes all references to split inpainting/outpainting canvas

* Add patchmatch and infill_method parameter to prompt2image (options are 'patchmatch' or 'tile').

* Fixes app after removing in/out-painting refs

* Rebases on dev, updates new env files w/ patchmatch

* Organises features/canvas

* Fixes bounding box ending up offscreen

* Organises features/canvas

* Stops unnecessary canvas rescales on gallery state change

* Fixes 2px layout shift on toggle canvas lock

* Clips lines drawn while canvas locked

When drawing with the locked canvas, if a brush stroke gets too close to the edge of the canvas and its stroke would extend past the edge of the canvas, the edge of that stroke will be seen after unlocking the canvas.

This could cause a problem if you unlock the canvas and now have a bunch of strokes just outside the init image area, which are far back in undo history and you cannot easily erase.

With this change, lines drawn while the canvas is locked get clipped to the initial image bbox, fixing this issue.

Additionally, the merge and save to gallery functions have been updated to respect the initial image bbox so they function how you'd expect.

* Fixes reset canvas view when locked

* Fixes send to buttons

* Fixes bounding box not being rounded to 64

* Abandons "inpainting" canvas lock

* Fixes save to gallery including empty area, adds download and copy image

* Fix Current Image display background going over image bounds

* Sets status immediately when clicking Invoke

* Adds hotkeys and refactors sharing of konva instances

Adds hotkeys to canvas. As part of this change, the access to konva instance objects was refactored:

Previously closure'd refs were used to indirectly get access to the konva instances outside of react components.

Now, a  getter and setter function are used to provide access directly to the konva objects.

* Updates hotkeys

* Fixes canvas showing spinner on first load

Also adds good default canvas scale and positioning when no image is on it

* Fixes possible hang on MaskCompositer

* Improves behaviour when setting init canvas image/reset view

* Resets bounding box coords/dims when no image present

* Disables canvas actions which cannot be done during processing

* Adds useToastWatcher hook

- Dispatch an `addToast` action with standard Chakra toast options object to add a toast to the toastQueue
- The hook is called in App.tsx and just useEffect's w/ toastQueue as dependency to create the toasts
- So now you can add toasts anywhere you have access to `dispatch`, which includes middleware and thunks
- Adds first usage of this for the save image buttons in canvas

* Update Hotkey Info

Add missing tooltip hotkeys and update the hotkeys modal to reflect the new hotkeys for the Unified Canvas.

* Fix theme changer not displaying current theme on page refresh

* Fix tab count in hotkeys panel

* Unify Brush and Eraser Sizes

* Fix staging area display toggle not working

* Staging Area delete button is now red

So it doesnt feel blended into to the rest of them.

* Revert "Fix theme changer not displaying current theme on page refresh"

This reverts commit 903edfb803e743500242589ff093a8a8a0912726.

* Add arguments to use SSL to webserver

* Integrates #1487 - touch events

Need to add:
- Pinch zoom
- Touch-specific handling (some things aren't quite right)

* Refactors upload-related async thunks

- Now standard thunks instead of RTK createAsyncThunk()
- Adds toasts for all canvas upload-related actions

* Reorganises app file structure

* Fixes Canvas Auto Save to Gallery

* Fixes staging area outline

* Adds staging area hotkeys, disables gallery left/right when staging

* Fixes Use All Parameters

* Fix metadata viewer image url length when viewing intermediate

* Fixes intermediate images being tiny in txt2img/img2img

* Removes stale code

* Improves canvas status text and adds option to toggle debug info

* Fixes paste image to upload

* Adds model drop-down to site header

* Adds theme changer popover

* Fix missing key on ThemeChanger map

* Fixes stage position changing on zoom

* Hotkey Cleanup

- Viewer is now Z
- Canvas Move tool is V - sync with PS
- Removed some unused hotkeys

* Fix canvas resizing when both options and gallery are unpinned

* Implements thumbnails for gallery

- Thumbnails are saved whenever an image is saved, and when gallery requests images from server
- Thumbnails saved at original image aspect ratio with width of 128px as WEBP
- If the thumbnail property of an image is unavailable for whatever reason, the image's full size URL is used instead

* Saves thumbnails to separate thumbnails directory

* Thumbnail size = 256px

* Fix Lightbox Issues

* Disables canvas image saving functions when processing

* Fix index error on going past last image in Gallery

* WIP - Lightbox Fixes

Still need to fix the images not being centered on load when the image res changes

* Fixes another similar index error, simplifies logic

* Reworks canvas toolbar

* Fixes canvas toolbar upload button

* Cleans up IAICanvasStatusText

* Improves metadata handling, fixes #1450

- Removes model list from metadata
- Adds generation's specific model to metadata
- Displays full metadata in JSON viewer

* Gracefully handles corrupted images; fixes #1486

- App does not crash if corrupted image loaded
- Error is displayed in the UI console and CLI output if an image cannot be loaded

* Adds hotkey to reset canvas interaction state

If the canvas' interaction state (e.g. isMovingBoundingBox, isDrawing, etc) get stuck somehow, user can press Escape to reset the state.

* Removes stray console.log()

* Fixes bug causing gallery to close on context menu open

* Minor bugfixes

- When doing long-running canvas image exporting actions, display indeterminate progress bar
- Fix staging area image outline not displaying after committing/discarding results

* Removes unused imports

* Fixes repo root .gitignore ignoring frontend things

* Builds fresh bundle

* Styling updates

* Removes reasonsWhyNotReady

The popover doesn't play well with the button being disabled, and I don't think adds any value.

* Image gallery resize/style tweaks

* Styles buttons for clearing canvas history and mask

* First pass on Canvas options panel

* Fixes bug where discarding staged images results in loss of history

* Adds Save to Gallery button to staging toolbar

* Rearrange some canvas toolbar icons

Put brush stuff together and canvas movement stuff together

* Fix gallery maxwidth on unified canvas

* Update Layer hotkey display to UI

* Adds option to crop to bounding box on save

* Masking option tweaks

* Crop to Bounding Box > Save Box Region Only

* Adds clear temp folder

* Updates mask options popover behavior

* Builds fresh bundle

* Fix styling on alert modals

* Fix input checkbox styling being incorrect on light theme

* Styling fixes

* Improves gallery resize behaviour

* Cap gallery size on canvas tab so it doesnt overflow

* Fixes bug when postprocessing image with no metadata

* Adds IAIAlertDialog component

* Moves Loopback to app settings

* Fixes metadata viewer not showing metadata after refresh

Also adds Dream-style prompt to metadata

* Adds outpainting specific options

* Linting

* Fixes gallery width on lightbox, fixes gallery button expansion

* Builds fresh bundle

* Fix Lightbox images of different res not centering

* Update feature tooltip text

* Highlight mask icon when on mask layer

* Fix gallery not resizing correctly on open and close

* Add loopback to just img2img. Remove from settings.

* Fix to gallery resizing

* Removes Advanced checkbox, cleans up options panel for unified canvas

* Minor styling fixes to new options panel layout

* Styling Updates

* Adds infill method

* Tab Styling Fixes

* memoize outpainting options

* Fix unnecessary gallery re-renders

* Isolate Cursor Pos debug text on canvas to prevent rerenders

* Fixes missing postprocessed image metadata before refresh

* Builds fresh bundle

* Fix rerenders on model select

* Floating panel re-render fix

* Simplify fullscreen hotkey selector

* Add Training WIP Tab

* Adds Training icon

* Move full screen hotkey to floating to prevent tab rerenders

* Adds single-column gallery layout

* Fixes crash on cancel with intermediates enabled, fixes #1416

* Updates npm dependencies

* Fixes img2img attempting inpaint when init image has transparency

* Fixes missing threshold and perlin parameters in metadata viewer

* Renames "Threshold" > "Noise Threshold"

* Fixes postprocessing not being disabled when clicking use all

* Builds fresh bundle

* Adds color picker

* Lints & builds fresh bundle

* Fixes iterations being disabled when seed random & variations are off

* Un-floors cursor position

* Changes color picker preview to circles

* Fixes variation params not set correctly when recalled

* Fixes invoke hotkey not working in input fields

* Simplifies Accordion

Prep for adding reset buttons for each section

* Fixes mask brush preview color

* Committing color picker color changes tool to brush

* Color picker does not overwrite user-selected alpha

* Adds brush color alpha hotkey

* Lints

* Removes force_outpaint param

* Add inpaint size options to inpaint at a larger size than the actual inpaint image, then scale back down for recombination

* Bug fix for inpaint size

* Adds inpaint size (as scale bounding box) to UI

* Adds auto-scaling for inpaint size

* Improves scaled bbox display logic

* Fixes bug with clear mask and history

* Fixes shouldShowStagingImage not resetting to true on commit

* Builds fresh bundle

* Fixes canvas failing to scale on first run

* Builds fresh bundle

* Fixes unnecessary canvas scaling

* Adds gallery drag and drop to img2img/canvas

* Builds fresh bundle

* Fix desktop mode being broken with new versions of flaskwebgui

* Fixes canvas dimensions not setting on first load

* Builds fresh bundle

* stop crash on !import_models call on model inside rootdir

- addresses bug report #1546

* prevent "!switch state gets confused if model switching fails"

- If !switch were to fail on a particular model, then generate got
  confused and wouldn't try again until you switch to a different working
  model and back again.

- This commit fixes and closes #1547

* Revert "make the docstring more readable and improve the list_models logic"

This reverts commit 248068fe5d.

* fix model cache path

* also set fail-fast to it's default (true)
in this way the whole action fails if one job fails
this should unblock the runners!!!

* fix output path for Archive results

* disable checks for python 3.9

* Update-requirements and test-invoke-pip workflow (#1574)

* update requirements files

* update test-invoke-pip workflow

* move requirements-mkdocs.txt to docs folder (#1575)

* move requirements-mkdocs.txt to docs folder

* update copyright

* Fixes outpainting with resized inpaint size

* Interactive configuration (#1517)

* Update scripts/configure_invokeai.py

prevent crash if output exists

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>

* implement changes requested by reviews

* default to correct root and output directory on Windows systems

- Previously the script was relying on the readline buffer editing
  feature to set up the correct default. But this feature doesn't
  exist on windows.

- This commit detects when user typed return with an empty directory
  value and replaces with the default directory.

* improved readability of directory choices

* Update scripts/configure_invokeai.py

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>

* better error reporting at startup

- If user tries to run the script outside of the repo or runtime directory,
  a more informative message will appear explaining the problem.

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>

* Embedding merging (#1526)

* add whole <style token> to vocab for concept library embeddings

* add ability to load multiple concept .bin files

* make --log_tokenization respect custom tokens

* start working on concept downloading system

* preliminary support for dynamic loading and merging of multiple embedded models

- The embedding_manager is now enhanced with ldm.invoke.concepts_lib,
  which handles dynamic downloading and caching of embedded models from
  the Hugging Face concepts library (https://huggingface.co/sd-concepts-library)

- Downloading of a embedded model is triggered by the presence of one or more
  <concept> tags in the prompt.

- Once the embedded model is downloaded, its trigger phrase will be loaded
  into the embedding manager and the prompt's <concept> tag will be replaced
  with the <trigger_phrase>

- The downloaded model stays on disk for fast loading later.

- The CLI autocomplete will complete partial <concept> tags for you. Type a
  '<' and hit tab to get all ~700 concepts.

BUGS AND LIMITATIONS:

- MODEL NAME VS TRIGGER PHRASE

  You must use the name of the concept embed model from the SD
  library, and not the trigger phrase itself. Usually these are the
  same, but not always. For example, the model named "hoi4-leaders"
  corresponds to the trigger "<HOI4-Leader>"

  One reason for this design choice is that there is no apparent
  constraint on the uniqueness of the trigger phrases and one trigger
  phrase may map onto multiple models. So we use the model name
  instead.

  The second reason is that there is no way I know of to search
  Hugging Face for models with certain trigger phrases. So we'd have
  to download all 700 models to index the phrases.

  The problem this presents is that this may confuse users, who will
  want to reuse prompts from distributions that use the trigger phrase
  directly. Usually this will work, but not always.

- WON'T WORK ON A FIREWALLED SYSTEM

  If the host running IAI has no internet connection, it can't
  download the concept libraries. I will add a script that allows
  users to preload a list of concept models.

- BUG IN PROMPT REPLACEMENT WHEN MODEL NOT FOUND

  There's a small bug that occurs when the user provides an invalid
  model name. The <concept> gets replaced with <None> in the prompt.

* fix loading .pt embeddings; allow multi-vector embeddings; warn on dupes

* simplify replacement logic and remove cuda assumption

* download list of concepts from hugging face

* remove misleading customization of '*' placeholder

the existing code as-is did not do anything; unclear what it was supposed to do.

the obvious alternative -- setting using 'placeholder_strings' instead of
'placeholder_tokens' to match model.params.personalization_config.params.placeholder_strings --
caused a crash. i think this is because the passed string also needed to be handed over
on init of the PersonalizedBase as the 'placeholder_token' argument.
this is weird config dict magic and i don't want to touch it. put a
breakpoint in personalzied.py line 116 (top of PersonalizedBase.__init__) if
you want to have a crack at it yourself.

* address all the issues raised by damian0815 in review of PR #1526

* actually resize the token_embeddings

* multiple improvements to the concept loader based on code reviews

1. Activated the --embedding_directory option (alias --embedding_path)
   to load a single embedding or an entire directory of embeddings at
   startup time.

2. Can turn off automatic loading of embeddings using --no-embeddings.

3. Embedding checkpoints are scanned with the pickle scanner.

4. More informative error messages when a concept can't be loaded due
   either to a 404 not found error or a network error.

* autocomplete terms end with ">" now

* fix startup error and network unreachable

1. If the .invokeai file does not contain the --root and --outdir options,
  invoke.py will now fix it.

2. Catch and handle network problems when downloading hugging face textual
   inversion concepts.

* fix misformatted error string

Co-authored-by: Damian Stewart <d@damianstewart.com>

* model_cache.py: fix list_models

Signed-off-by: devops117 <55235206+devops117@users.noreply.github.com>

* add statement of values (#1584)

* this adds the Statement of Values

Google doc source = https://docs.google.com/document/d/1-PrUKDJcxy8OyNGc8CyiHhv2VgLvjt7LRGlEpbg1nmQ/edit?usp=sharing

* Fix heading

* Update InvokeAI_Statement_of_Values.md

* Update InvokeAI_Statement_of_Values.md

* Update InvokeAI_Statement_of_Values.md

* Update InvokeAI_Statement_of_Values.md

* Update InvokeAI_Statement_of_Values.md

* add keturn and mauwii to the team member list

* Fix punctuation

* this adds the Statement of Values

Google doc source = https://docs.google.com/document/d/1-PrUKDJcxy8OyNGc8CyiHhv2VgLvjt7LRGlEpbg1nmQ/edit?usp=sharing

* add keturn and mauwii to the team member list

* fix formating
- make sub bullets use * (decide to all use - or *)
- indent sub bullets
Sorry, first only looked at the code version and found this only after
looking at the markdown rendered version

* use multiparagraph numbered sections

* Break up Statement Of Values as per comments on #1584

* remove duplicated word, reduce vagueness

it's important not to overstate how many artists we are consulting.

* fix typo (sorry blessedcoolant)

Co-authored-by: mauwii <Mauwii@outlook.de>
Co-authored-by: damian <git@damianstewart.com>

* update dockerfile (#1551)

* update dockerfile

* remove not existing file from .dockerignore

* remove bloat and unecesary step
also use --no-cache-dir for pip install
image is now close to 2GB

* make Dockerfile a variable

* set base image to `ubuntu:22.10`

* add build-essential

* link outputs folder for persistence

* update tag variable

* update docs

* fix not customizeable build args, add reqs output

* !model_import autocompletes in ROOTDIR

* Adds psychedelicious to statement of values signature (#1602)

* add a --no-patchmatch option to disable patchmatch loading (#1598)

This feature was added to prevent the CI Macintosh tests from erroring
out when patchmatch is unable to retrieve its shared library from
github assets.

* Fix #1599 by relaxing the `match_trigger` regex (#1601)

* Fix #1599 by relaxing the `match_trigger` regex

Also simplify logic and reduce duplication.

* restrict trigger regex again (but not so far)

* make concepts library work with Web UI

This PR makes it possible to include a Hugging Face concepts library
<style-or-subject-trigger> in the WebUI prompt. The metadata seems
to be correctly handled.

* documentation enhancements (#1603)

- Add documentation for the Hugging Face concepts library and TI embedding.

- Fixup index.md to point to each of the feature documentation files,
  including ones that are pending.

* tweak setup and environment files for linux & pypatchmatch (#1580)

* tweak setup and environment files for linux & pypatchmatch

- Downgrade python requirements to 3.9 because 3.10 is not supported
  on Ubuntu 20.04 LTS (widely-used distro)
- Use our github pypatchmatch 0.1.3 in order to install Makefile
  where it needs to be.
- Restored "-e ." as the last install step on pip installs. Hopefully
  this will not trigger the high-CPU hang we've previously experienced.

* keep windows on basicsr 1.4.1

* keep windows on basicsr 1.4.1

* bump pypatchmatch requirement to 0.1.4

- This brings in a version of pypatchmatch that will gracefully
  handle internet connection not available at startup time.
- Also refactors and simplifies the handling of gfpgan's basicsr requirement
  across various platforms.

* revert to older version of list_models() (#1611)

This restores the correct behavior of list_models() and quenches
the bug of list_models() returning a single model entry named "name".

I have not investigated what was wrong with the new version, but I
think it may have to do with changes to the behavior in dict.update()

* Fixes for #1604 (#1605)

* Converts ESRGAN image input to RGB

- Also adds typing for image input.
- Partially resolves #1604

* ensure there are unmasked pixels before color matching

Co-authored-by: Kyle Schouviller <kyle0654@hotmail.com>

* update index.md (#1609)

- comment out non existing link
- fix indention
- add seperator between feature categories

* Debloat-docker (#1612)

* debloat Dockerfile
- less options more but more userfriendly
- better Entrypoint to simulate CLI usage
- without command the container still starts the web-host

* debloat build.sh

* better syntax in run.sh

* update Docker docs
- fix description of VOLUMENAME
- update run script example to reflect new entrypoint

* Test installer (#1618)

* test linux install

* try removing http from parsed requirements

* pip install confirmed working on linux

* ready for linux testing

- rebuilt py3.10-linux-x86_64-cuda-reqs.txt to include pypatchmatch
  dependency.
- point install.sh and install.bat to test-installer branch.

* Updates MPS reqs

* detect broken readline history files

* fix download.pytorch.org URL

* Test installer (Win 11) (#1620)

Co-authored-by: Cyrus Chan <cyruswkc@hku.hk>

* Test installer (MacOS 13.0.1 w/ torch==1.12.0) (#1621)

* Test installer (Win 11)

* Test installer (MacOS 13.0.1 w/ torch==1.12.0)

Co-authored-by: Cyrus Chan <cyruswkc@hku.hk>

* change sourceball to development for testing

* Test installer (MacOS 13.0.1 w/ torch==1.12.1 & torchvision==1.13.1) (#1622)

* Test installer (Win 11)

* Test installer (MacOS 13.0.1 w/ torch==1.12.0)

* Test installer (MacOS 13.0.1 w/ torch==1.12.1 & torchvision==1.13.1)

Co-authored-by: Cyrus Chan <cyruswkc@hku.hk>

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Co-authored-by: Cyrus Chan <82143712+cyruschan360@users.noreply.github.com>
Co-authored-by: Cyrus Chan <cyruswkc@hku.hk>

* 2.2 Doc Updates (#1589)

* Unified Canvas Docs & Assets

Unified Canvas draft

Advanced Tools Updates

Doc Updates (lstein feedback)

* copy edits to Unified Canvas docs

- consistent capitalisation and feature naming
- more intimate address (replace "the user" with "you") for improved User
  Engagement(tm)
- grammatical massaging and *poesie*

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
Co-authored-by: damian <git@damianstewart.com>

* include a step after config to `cat ~/.invokeai` (#1629)

* disable patchmatch in CI actions (#1626)

* disable patchmatch in CI actions

* fix indention

* replace tab with spaces

Co-authored-by: Matthias Wild <40327258+mauwii@users.noreply.github.com>
Co-authored-by: mauwii <Mauwii@outlook.de>

* Fix installer script for macOS. (#1630)

* refer to the platform as 'osx' instead of 'mac', otherwise the
composed URL to micromamba is wrong.
* move the `-O` option to `tar` to be grouped with the other tar flags
to avoid the `-O` being interpreted as something to unarchive.

* Removes symlinked environment.yaml (#1631)

Was unintentionally added in #1621

* Fix inpainting with iterations (#1635)

* fix error when inpainting using runwayml inpainting model (#1634)

- error was "Omnibus object has no attribute pil_image"
- closes #1596

* add k_dpmpp_2_a and k_dpmpp_2 solvers options (#1389)

* add k_dpmpp_2_a and k_dpmpp_2 solvers options

* update frontend

Co-authored-by: Victor <victorca25@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* add .editorconfig (#1636)

* Web UI 2.2 bugfixes (#1572)

* Fixes bug preventing multiple images from being generated

* Fixes valid seam strength value range

* Update Delete Alert Text

Indicates to the user that images are not permanently deleted.

* Fixes left/right arrows not working on gallery

* Fixes initial image on load erroneously set to a user uploaded image

Should be a result gallery image.

* Lightbox Fixes

- Lightbox is now a button in the current image buttons
- Lightbox is also now available in the gallery context menu
- Lightbox zoom issues fixed
- Lightbox has a fade in animation.

* Fix image display wrapper in current preview not overflow bounds

* Revert "Fix image display wrapper in current preview not overflow bounds"

This reverts commit 5511c82714dbf1d1999d64e8bc357bafa34ddf37.

* Change Staging Area discard icon from Bin to X

* Expose Snap Threshold and Move Snap Settings to BBox Panel

* Changes img2img strength default to 0.75

* Fixes drawing triggering when mouse enters canvas w/ button down

When we only supported inpainting and no zoom, this was useful. It allowed the cursor to leave the canvas (which was easy to do given the limited canvas dimensions) and without losing the "I am drawing" state. 

With a zoomable canvas this is no longer as useful.

Additionally, we have more popovers and tools (like the color pickers) which result in unexpected brush strokes. This fixes that issue.

* Revert "Expose Snap Threshold and Move Snap Settings to BBox Panel"

We will handle this a bit differently - by allowing the grid origin to be moved. I will dig in at some point.

This reverts commit 33c92ecf4da724c2f17d9d91c7ea31a43a2f6deb.

* Adds Limit Strokes to Box

* Adds fill bounding box button

* Adds erase bounding box button

* Changes Staging area discard icon to match others

* Fixes right click breaking move tool

* Fixes brush preview visibility issue with "darken outside box"

* Fixes history bugs with addFillRect, addEraseRect, and other actions

* Adds missing `key`

* Fixes postprocessing being applied to canvas generations

* Fixes bbox not getting scaled in various situations

* Fixes staging area show image toggle not resetting on accept/discard

* Locks down canvas while generating/staging

* Fixes move tool breaking when canvas loses focus during move/transform

* Hides cursor when restrict strokes is on and mouse outside bbox

* Lints

* Builds fresh bundle

* Fix overlapping hotkey for Fill Bounding Box

* Build Fresh Bundle

* Fixes bug with mask and bbox overlay

* Builds fresh bundle

Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>

* disable NSFW checker loading during the CI tests (#1641)

* disable NSFW checker loading during the CI tests

The NSFW filter apparently causes invoke.py to crash during CI testing,
possibly due to out of memory errors. This workaround disables NSFW
model loading.

* doc change

* fix formatting errors in yml files

* Configure the NSFW checker at install time with default on (#1624)

* configure the NSFW checker at install time with default on

1. Changes the --safety_checker argument to --nsfw_checker and
--no-nsfw_checker. The original argument is recognized for backward
compatibility.

2. The configure script asks users whether to enable the checker
(default yes). Also offers users ability to select default sampler and
number of generation steps.

3.Enables the pasting of the caution icon on blurred images when
InvokeAI is installed into the package directory.

4. Adds documentation for the NSFW checker, including caveats about
accuracy, memory requirements, and intermediate image dispaly.

* use better fitting icon

* NSFW defaults false for testing

* set default back to nsfw active

Co-authored-by: Matthias Wild <40327258+mauwii@users.noreply.github.com>
Co-authored-by: mauwii <Mauwii@outlook.de>

Signed-off-by: devops117 <55235206+devops117@users.noreply.github.com>
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Co-authored-by: Kyle Schouviller <kyle0654@hotmail.com>
Co-authored-by: javl <mail@jaspervanloenen.com>
Co-authored-by: Kent Keirsey <31807370+hipsterusername@users.noreply.github.com>
Co-authored-by: mauwii <Mauwii@outlook.de>
Co-authored-by: Matthias Wild <40327258+mauwii@users.noreply.github.com>
Co-authored-by: Damian Stewart <d@damianstewart.com>
Co-authored-by: DevOps117 <55235206+devops117@users.noreply.github.com>
Co-authored-by: damian <git@damianstewart.com>
Co-authored-by: Damian Stewart <null@damianstewart.com>
Co-authored-by: Cyrus Chan <82143712+cyruschan360@users.noreply.github.com>
Co-authored-by: Cyrus Chan <cyruswkc@hku.hk>
Co-authored-by: Andre LaBranche <dre@mac.com>
Co-authored-by: victorca25 <41912303+victorca25@users.noreply.github.com>
Co-authored-by: Victor <victorca25@users.noreply.github.com>
2022-11-30 16:12:23 -05:00
Lincoln Stein
8f3f64b22e prevent crash that occurs when changing models.yaml on windows systems
Windows does not support an atomic `os.rename()` operation. This
PR changes it to `os.replace()`, which does the same thing.
2022-11-25 16:59:31 -05:00
blessedcoolant
fd67df9447 Remove gfpgan_dir
+ Update GFPGAN Model Path Defaults
>  Update them to match the new file heirarchy
2022-11-13 00:27:56 +00:00
Lincoln Stein
98db0d746c fix crash in inpaint when no seed in original image 2022-11-12 17:57:43 +00:00
Lincoln Stein
1a8e007066 merge release-candidate-1-3-2 into main.
Squashed commit of the following:

commit 9a1fe8e7fb
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 12 17:07:40 2022 +0000

    swap in release URLs for installers

commit ff56f5251b
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 12 17:03:21 2022 +0000

    fix up bad unicode chars in invoke.py

commit ed943bd6c7
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 12 16:05:45 2022 +0000

    outcrop improvements, hand-added

commit 7ad2355b1d
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 12 15:14:33 2022 +0000

    documentation fixes

commit 66c920fc19
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 16:49:25 2022 -0500

    Revert "Resize hires as an image"

    This reverts commit d05b1b3544.

commit 3fc5cb09f8
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 12 12:43:17 2022 +0000

    fix incorrect link in install

commit 1345ec77ab
Author: tildebyte <337875+tildebyte@users.noreply.github.com>
Date:   Sun Nov 6 19:07:31 2022 -0500

    toil(repo): add tildebyte as owner of installer/ directory

commit b116715490
Author: Kyle Schouviller <kyle0654@hotmail.com>
Date:   Thu Nov 10 21:43:56 2022 -0800

    Fix performance issue introduced by torch cuda cache clear during generation

commit fa3670270e
Author: mauwii <Mauwii@outlook.de>
Date:   Fri Nov 11 12:42:03 2022 +0100

    small update to dockers huggingface section

commit c304250ef6
Author: mauwii <Mauwii@outlook.de>
Date:   Fri Nov 11 12:19:27 2022 +0100

    fix format and Link in INSTALL_INVOKE.md

commit 802ce5dde5
Author: mauwii <Mauwii@outlook.de>
Date:   Fri Nov 11 11:17:49 2022 +0100

    small fixex to format and a link in INSTALL_MANUAL

commit 311ee320ec
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 11 07:23:35 2022 +0000

    ignore installer intermediate files

commit e9df17b374
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 11 07:19:25 2022 +0000

    fix backslash-related syntax error

commit 061fb4ef00
Merge: 52be0d23 4095acd1
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 11 06:50:04 2022 +0000

    Merge branch 'release-candidate-2-1-3' of github.com:/invoke-ai/InvokeAI into release-candidate-2-1-3

commit 52be0d2396
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 11 06:49:45 2022 +0000

    add WindowsLongFileName batfile to source installer

commit 4095acd10e
Author: mauwii <Mauwii@outlook.de>
Date:   Fri Nov 11 07:05:17 2022 +0100

    Doc Updates
    A lot of re-formating of new Installation Docs
    also some content updates/corrections

commit 201eb22d76
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 11 04:41:02 2022 +0000

    prevent two models from being marked default in models.yaml

commit 17ab982200
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 11 03:56:54 2022 +0000

    installers download branch HEAD not tag

commit a04965b0e9
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 11 03:48:21 2022 +0000

    improve messaging during installation process

commit 0b529f0c57
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 15:22:32 2022 +0000

    enable outcropping of random JPG/PNG images

    - Works best with runwayML inpainting model
    - Numerous code changes required to propagate seed to final metadata.
      Original code predicated on the image being generated within InvokeAI.

commit 6f9f848345
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 17:27:42 2022 +0000

    enhance outcropping with ability to direct contents of new regions

    - When outcropping an image you can now add a `--new_prompt` option, to specify
      a new prompt to be used instead of the original one used to generate the image.

    - Similarly you can provide a new seed using `--seed` (or `-S`). A seed of zero
      will pick one randomly.

    - This PR also fixes the crash that happened when trying to outcrop an image
      that does not contain InvokeAI metadata.

commit 918c1589ef
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 20:16:47 2022 +0000

    fix #1402

commit 116415b3fc
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 21:27:25 2022 +0000

    fix invoke.py crash if no models.yaml file present

    - Script will now offer the user the ability to create a
      minimal models.yaml and then gracefully exit.
    - Closes #1420

commit b4b6eabaac
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 16:49:25 2022 -0500

    Revert "Log strength with hires"

    This reverts commit 82d4904c07.

commit 4ef1f4a854
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 20:01:49 2022 +0000

    remove temporary directory from repo

commit 510fc4ebaa
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 19:59:03 2022 +0000

    remove -e from clipseg load in installer

commit a20914434b
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 19:37:07 2022 +0000

    change clipseg repo branch to avoid clipseg not found error

commit 0d134195fd
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 18:39:29 2022 +0000

    update repo URL to point to rc

commit 649d8c8573
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 18:13:28 2022 +0000

    integrate tildebyte installer

commit a358d370a0
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 17:48:14 2022 +0000

    add @tildebyte compiled pip installer

commit 94a9033c4f
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 14:52:00 2022 +0000

    ignore source installer zip files

commit 18a947c503
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 14:46:36 2022 +0000

    documentation and environment file fixes

    - Have clarified the relationship between the @tildebyte and @cmdr2 installers;
      However, @tildebyte installer merge is still a WIP due to conflicts over
      such things as `invoke.sh`.
    - Rechristened 1click installer as "source" installer. @tildebyte installer will be
      "the" installer. (We'll see which one generates the least support requests and
      maintenance work.)
    - Sync'd `environment-mac.yml` with `development`. The former was failing with a
      taming-transformers error as per https://discord.com/channels/@me/1037201214154231899/1040060947378749460

commit a23b031895
Author: Mike DiGiovanni <vinblau@gmail.com>
Date:   Wed Nov 9 16:44:59 2022 -0500

    Fixes typos in README.md

commit 23af68c7d7
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 07:02:27 2022 -0500

    downgrade win installs to basicsr==1.4.1

commit e258beeb51
Merge: 7460c069 e481bfac
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 06:37:45 2022 -0500

    Merge branch 'release-candidate-2-1-3' of github.com:invoke-ai/InvokeAI into release-candidate-2-1-3

commit 7460c069b8
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 06:36:48 2022 -0500

    remove --prefer-binary from requirements-base.txt

    It appears that some versions of pip do not recognize this option
    when it appears in the requirements file. Did not explore this further
    but recommend --prefer-binary in the manual install instructions on
    the command line.

commit e481bfac61
Merge: 5040747c d1ab65a4
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 11:21:56 2022 +0000

    Merge branch 'release-candidate-2-1-3' of github.com:/invoke-ai/InvokeAI into release-candidate-2-1-3

commit 5040747c67
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 10 11:21:43 2022 +0000

    fix windows install instructions & bat file

commit d1ab65a431
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 10 07:18:59 2022 +0100

    update WEBUIHOTKEYS.md

commit af4ee7feb8
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 10 06:33:49 2022 +0100

    update INSTALL_DOCKER.md

commit 764fb29ade
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 10 06:30:15 2022 +0100

    fix formatting in INSTALL.md

commit 1014d3ba44
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 10 06:29:14 2022 +0100

    fix build.sh invokeai_conda_env_file default value

commit 40a48aca88
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 10 05:25:30 2022 +0100

    fix environment-mac.yml
    moved taming-transformers-rom1504 to pip dependencies

commit 92abc00f16
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 10 05:19:52 2022 +0100

    fix test-invoke-conda
    - copy required conda environment yaml
    - use environment.yml
    - I use cp instead of ln since would be compatible for windows runners

commit a5719aabf8
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 10 04:14:35 2022 +0100

    update Dockerfile
    - link environment.yml from new environemnts path
    - change default conda_env_file
    - quote all variables to avoid splitting
    - also remove paths from conda-env-files in build-container.yml

commit 44a18511fa
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 20:51:06 2022 +0000

    update paths in container build workflow

commit b850dbadaf
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 20:16:57 2022 +0000

    finished reorganization of install docs

commit 9ef8b944d5
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 18:50:58 2022 +0000

    tweaks to manual install documentation

    --prefer-binary is an iffy option in the requirements file. It isn't
    supported by some versions of pip, so I removed it from
    requirements-base.txt and inserted it into the manual install
    instructions where it seems to do what it is supposed to.

commit efc5a98488
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 18:20:03 2022 +0000

    manual installation documentation tested on Linux

commit 1417c87928
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 17:37:06 2022 +0000

    change name of requirements.txt to avoid confusion

commit 2dd6fc2b93
Merge: 22213612 71ee44a8
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 17:26:24 2022 +0000

    Merge branch 'release-candidate-2-1-3' of github.com:/invoke-ai/InvokeAI into release-candidate-2-1-3

commit 22213612a0
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 17:25:59 2022 +0000

    directory cleanup; working on install docs

commit 71ee44a827
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 02:07:13 2022 +0000

    prevent crash when switching to an invalid model

commit b17ca0a5e7
Author: damian0815 <null@damianstewart.com>
Date:   Tue Nov 8 14:28:38 2022 +0100

    don't suppress exceptions when doing cross-attention control

commit 71bbfe4a1a
Author: damian0815 <null@damianstewart.com>
Date:   Tue Nov 8 12:59:34 2022 +0100

    Fix #1362 by improving VRAM usage patterns when doing .swap()

    commit ef3f7a26e242b73c2beb0195c7fd8f654ef47f55
    Author: damian0815 <null@damianstewart.com>
    Date:   Tue Nov 8 12:18:37 2022 +0100

        remove log spam

    commit 7189d649622d4668b120b0dd278388ad672142c4
    Author: damian0815 <null@damianstewart.com>
    Date:   Tue Nov 8 12:10:28 2022 +0100

        change the way saved slicing strategy is applied

    commit 01c40f751ab72955140165c16f95ae411732265b
    Author: damian0815 <null@damianstewart.com>
    Date:   Tue Nov 8 12:04:43 2022 +0100

        fix slicing_strategy_getter callsite

    commit f8cfe25150a346958903316bc710737d99839923
    Author: damian0815 <null@damianstewart.com>
    Date:   Tue Nov 8 11:56:22 2022 +0100

        cleanup, consistent dim=0 also tested

    commit 5bf9b1e890d48e962afd4a668a219b68271e5dc1
    Author: damian0815 <null@damianstewart.com>
    Date:   Tue Nov 8 11:34:09 2022 +0100

        refactored context, tested with non-sliced cross attention control

    commit d58a46e39bf562e7459290d2444256e8c08ad0b6
    Author: damian0815 <null@damianstewart.com>
    Date:   Sun Nov 6 00:41:52 2022 +0100

        cleanup

    commit 7e2c658b4c06fe239311b65b9bb16fa3adec7fd7
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:57:31 2022 +0100

        disable logs

    commit 20ee89d93841b070738b3d8a4385c93b097d92eb
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:36:58 2022 +0100

        slice saved attention if necessary

    commit 0a7684a22c880ec0f48cc22bfed4526358f71546
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:32:38 2022 +0100

        raise instead of asserting

    commit 7083104c7f3a0d8fd96e94a2f391de50a3c942e4
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:31:00 2022 +0100

        store dim when saving slices

    commit f7c0808ed383ec1dc70645288a798ed2aa4fa85c
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:27:16 2022 +0100

        don't retry on exception

    commit 749a721e939b3fe7c1741e7998dab6bd2c85a0cb
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:24:50 2022 +0100

        stuff

    commit 032ab90e9533be8726301ec91b97137e2aadef9a
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:20:17 2022 +0100

        more logging

    commit 3dc34b387f033482305360e605809d95a40bf6f8
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:16:47 2022 +0100

        logs

    commit 901c4c1aa4b9bcef695a6551867ec8149e6e6a93
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:12:39 2022 +0100

        actually set save_slicing_strategy to True

    commit f780e0a0a7c6b6a3db320891064da82589358c8a
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 22:10:35 2022 +0100

        store slicing strategy

    commit 93bb6d566fd18c5c69ef7dacc8f74ba2cf671cb7
    Author: damian <git@damianstewart.com>
    Date:   Sat Nov 5 20:43:48 2022 +0100

        still not it

    commit 5e3a9541f8ae00bde524046963910323e20c40b7
    Author: damian <git@damianstewart.com>
    Date:   Sat Nov 5 17:20:02 2022 +0100

        wip offloading attention slices on-demand

    commit 4c2966aa856b6f3b446216da3619ae931552ef08
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 15:47:40 2022 +0100

        pre-emptive offloading, idk if it works

    commit 572576755e9f0a878d38e8173e485126c0efbefb
    Author: root <you@example.com>
    Date:   Sat Nov 5 11:25:32 2022 +0000

        push attention slices to cpu. slow but saves memory.

    commit b57c83a68f2ac03976ebc89ce2ff03812d6d185f
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 12:04:22 2022 +0100

        verbose logging

    commit 3a5dae116f110a96585d9eb71d713b5ed2bc3d2b
    Author: damian0815 <null@damianstewart.com>
    Date:   Sat Nov 5 11:50:48 2022 +0100

        wip fixing mem strategy crash (4 test on runpod)

    commit 3cf237db5fae0c7b0b4cc3c47c81830bdb2ae7de
    Author: damian0815 <null@damianstewart.com>
    Date:   Fri Nov 4 09:02:40 2022 +0100

        wip, only works on cuda

commit 5702271991
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 14:09:36 2022 +0000

    speculative reorganization of the requirements & environment files

    - This is only a test!
    - The various environment*.yml and requirements*.txt files have all
      been moved into a directory named "environments-and-requirements".
    - The idea is to clean up our root directory so that the github home
      page is tidy.
    - The manual install instructions will start with the instructions to
      create a symbolic link from environment.yml to the appropriate file
      for OS and GPU.
    - The 1-click installers have been updated to accommodate this change.

commit 10781e7dc4
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 9 01:59:45 2022 +0000

    refactoring requirements

commit 099d1157c5
Author: mauwii <Mauwii@outlook.de>
Date:   Wed Nov 9 00:16:18 2022 +0100

    better way to make sure if conda is useable

commit ab825bf7ee
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 22:05:33 2022 +0000

    add back --prefer-binaries to requirements

commit 10cfeb5ada
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 8 22:27:19 2022 +0100

    add quotes to set and use `$environment_file`

commit e97515d045
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 8 22:24:21 2022 +0100

    set environment file for conda update

commit 0f04bc5789
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 8 22:21:25 2022 +0100

    use conda env update

commit 3f74aabecd
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 8 22:20:44 2022 +0100

    use command instead of hash

commit b1a99a51b7
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 14:44:44 2022 -0500

    remove --global git config from 1-click installers

commit 8004f8a6d9
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Mon Nov 7 09:07:20 2022 -0500

    Revert "Use array slicing to calc ddim timesteps"

    This reverts commit 1f0c5b4cf1.

commit ff8ff2212a
Merge: 8e5363cd 636620b1
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 14:01:40 2022 +0000

    add initfile support from PR #1386

commit 8e5363cd83
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 13:26:18 2022 +0000

    move 'installer/' to '1-click-installer' to make room for tildebyte installer

commit 1450779146
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 12:56:36 2022 +0000

    update branch for installer to pull against

commit 8cd5d95b8a
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 05:30:20 2022 +0000

    move all models into subdirectories of ./models

    - this required an update to the invoke-ai fork of gfpgan
    - simultaneously reverted consolidation of environment and
      requirements files, as their presence in a directory
      triggered setup.py to try to install a sub-package.

commit abd6407394
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 03:52:46 2022 +0000

    leave a copy of environment-cuda.yml at top level

    - named it environment.yml
    - need to avoid a big change for users and breaking older support
      instructions.

commit 734dacfbe9
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 03:50:07 2022 +0000

    consolidate environment files

    - starting to remove unneeded entries and pins
    - no longer require -e in front of github dependencies
    - update setup.py with release number
    - update manual installation instructions

commit 636620b1d5
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 8 03:26:16 2022 +0000

    change initfile to ~/.invokeai

    - adjust documentation
    - also fix 'clipseg_models' to 'clipseg', which seems to be working now

commit 1fe41146f0
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 5 14:28:01 2022 -0400

    add support for an initialization file, invokeai.init

    - Place preferred startup command switches in a file named
      "invokeai.init". The file can consist of a single line of switches
      such as "--web --steps=28", a series of switches on each
      line, or any combination of the two.

     Example:
     ```
       --web
       --host=0.0.0.0
       --steps=28
       --grid
       -f 0.6 -C 11.0 -A k_euler_a
    ```

    - The following options, which were previously only available within
      the CLI, are now available on the command line as well:

      --steps
      --strength
      --cfg_scale
      --width
      --height
      --fit

commit 2ad6ef355a
Merge: 865502ee 8b47c829
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sun Nov 6 18:08:36 2022 +0000

    update discord link

commit 865502ee4f
Author: mauwii <Mauwii@outlook.de>
Date:   Sun Nov 6 18:00:16 2022 +0100

    update changelog

commit c7984f3299
Author: mauwii <Mauwii@outlook.de>
Date:   Sun Nov 6 17:07:27 2022 +0100

    update TROUBLESHOOT.md

commit 7f150ed833
Author: mauwii <Mauwii@outlook.de>
Date:   Sun Nov 6 16:56:58 2022 +0100

    remove `:`from headlines in CONTRIBUTORS.md

commit badf4e256c
Author: mauwii <Mauwii@outlook.de>
Date:   Sun Nov 6 16:56:37 2022 +0100

    enable navigation tabs
    Since the docs are growing, this way they look cleaner

commit e64c60bbb3
Author: mauwii <Mauwii@outlook.de>
Date:   Sun Nov 6 16:18:59 2022 +0100

    remove preflight checks from assets
    seems like somebody executed tests and commited them

commit 1780618543
Author: mauwii <Mauwii@outlook.de>
Date:   Sun Nov 6 16:15:06 2022 +0100

    update INSTALLING_MODELS.md

commit f91fd27624
Author: Kyle Schouviller <kyle0654@hotmail.com>
Date:   Sat Nov 5 14:47:53 2022 -0700

    Bug fix for inpaint size

commit 09e41e8f76
Author: Kyle Schouviller <kyle0654@hotmail.com>
Date:   Sat Nov 5 14:34:52 2022 -0700

    Add inpaint size options to inpaint at a larger size than the actual inpaint image, then scale back down for recombination

commit 6eeb2107b3
Author: mauwii <Mauwii@outlook.de>
Date:   Sat Nov 5 21:01:14 2022 +0100

    remove create-caches.yml since not used anywhere

commit 17053ad8b7
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 5 16:01:55 2022 -0400

    fix duplicated argument introduced by conflict resolution

commit fefb4dc1f8
Merge: 762ca60a d05b1b35
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 5 12:47:35 2022 -0700

    Merge branch 'development' into fix_generate.py

commit d05b1b3544
Author: Craig <cwallen@users.noreply.github.com>
Date:   Sat Oct 29 20:40:30 2022 -0400

    Resize hires as an image

commit 82d4904c07
Author: Craig <cwallen@users.noreply.github.com>
Date:   Sat Oct 29 20:37:40 2022 -0400

    Log strength with hires

commit 1cdcf33cfa
Merge: 6616fa83 cbc029c6
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Sat Nov 5 09:57:38 2022 -0400

    Merge branch 'main' into development

    - this synchronizes recent document fixes by mauwii

commit 6616fa835a
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 4 00:47:03 2022 -0400

    fix Windows library dependency issues

    This commit addresses two bugs:

    1) invokeai.py crashes immediately with a message about an undefined
       attritube sigKILL (closes #1288). The fix is to pin torch at 1.12.1.

    2) Version 1.4.2 of basicsr fails to load properly on Windows, and is
       a requirement of realesrgan, however 1.4.1 works. Pinning basicsr
       in our requirements file resulted in a dependency conflict, so I
       ended up cloning realesrgan into the invoke-ai Git space and changing
       the requirements file there.

    If there is a more elegant solution, please advise.

commit 7b9a4564b1
Author: Matthias Wild <40327258+mauwii@users.noreply.github.com>
Date:   Sat Nov 5 14:36:45 2022 +0100

    Update-docs (#1382)

    * update IMG2IMG.md

    * update INPAINTING.md

    * update WEBUIHOTKEYS.md

    * more doc updates (mostly fix formatting):
    - OUTPAINTING.md
    - POSTPROCESS.md
    - PROMPTS.md
    - VARIATIONS.md
    - WEB.md
    - WEBUIHOTKEYS.md

commit fcdefa0620
Author: Matthias Wild <40327258+mauwii@users.noreply.github.com>
Date:   Fri Nov 4 20:47:31 2022 +0100

    Hotifx docs (#1376) (#1377)

commit ef8b3ce639
Merge: b7042095 36870a8f
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Fri Nov 4 12:08:44 2022 -0400

    Merge-main-into-development (#1373)

    To get the rid of the difference between main and development.

    Since otherwise it will be a pain to start fixing the documentatino
    (when the state between main and development is not the same ...)

    Also this should fix the problem of all tests failing since environment
    yamls get updated.

commit 36870a8f53
Merge: 6b89adfa b7042095
Author: Matthias Wild <40327258+mauwii@users.noreply.github.com>
Date:   Fri Nov 4 16:25:00 2022 +0100

    Merge branch 'development' into merge-main-into-development

commit b70420951d
Author: damian0815 <null@damianstewart.com>
Date:   Thu Nov 3 12:39:45 2022 +0100

    fix parsing error doing eg `forest ().swap(in winter)`

commit 1f0c5b4cf1
Author: wfng92 <43742196+wfng92@users.noreply.github.com>
Date:   Thu Nov 3 17:13:52 2022 +0800

    Use array slicing to calc ddim timesteps

commit 8648da8111
Author: mauwii <Mauwii@outlook.de>
Date:   Fri Nov 4 00:06:19 2022 +0100

    update environment-linux-aarch64 to use python 3.9

commit 45b4593563
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 3 22:31:46 2022 +0100

    update environment-linux-aarch64.yml
    - move getpass_asterisk to pip

commit 41b04316cf
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 3 20:40:08 2022 +0100

    rename job, remove debug branch from triggers

commit e97c6db2a3
Author: mauwii <Mauwii@outlook.de>
Date:   Thu Nov 3 20:34:01 2022 +0100

    include build matrix to build x86_64 and aarch64

commit 896820a349
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 05:01:15 2022 +0100

    disable caching

commit 06c8f468bf
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 04:26:39 2022 +0100

    disable PR-Validation
    since there are no files passed from context this is unecesarry

commit 61920e2701
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 04:09:39 2022 +0100

    update action to use current branch
    also update build-args of dockerfile and build.sh

commit f34ba7ca70
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 02:30:24 2022 +0100

    remove unecesarry mkdir command again

commit c30ef0895d
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 01:51:12 2022 +0100

    remove symlink to GFPGANv1.4
    also re-add mkdir to prevent action from failing

commit aa3a774f73
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 01:48:59 2022 +0100

    update build-container.yml to use cachev3

commit 2c30555b84
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 01:34:20 2022 +0100

    update Dockerfile
    - create models.yaml from models.yaml.example
    - run preload_models.py with --no-interactive

commit 743f605773
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 01:21:15 2022 +0100

    update build.sh to download sd-v1.5 model

commit 519c661abb
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 25 01:26:50 2022 +0200

    replace old fashined markdown templates with forms
    this will help the readability of issues a lot 🤓

commit 22c956c75f
Merge: 13696adc 0196571a
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 3 10:20:21 2022 -0400

    Merge branch 'development' of github.com:invoke-ai/InvokeAI into development

commit 13696adc3a
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Thu Nov 3 10:20:10 2022 -0400

    speculative change to solve windows esrgan issues

commit 0196571a12
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 2 22:39:35 2022 -0400

    remove merge markers from preload_models.py

commit 9666f466ab
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 2 18:29:34 2022 -0400

    use refined model by default

commit 240e5486c8
Merge: 8164b6b9 aa247e68
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 2 18:35:00 2022 -0400

    Merge branch 'spezialspezial-patch-9' into development

commit 8164b6b9cf
Merge: 4fc82d55 dd5a88dc
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Wed Nov 2 17:06:46 2022 -0400

    Merge branch 'development' of github.com:invoke-ai/InvokeAI into development

commit 4fc82d554f
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Thu Nov 3 04:17:28 2022 +1300

    [WebUI] Final 2.1 Release Build

commit 96b34c0f85
Author: damian0815 <null@damianstewart.com>
Date:   Wed Nov 2 09:08:11 2022 +0100

    Final WebUI build for Release 2.1
    - squashed commit of 52 commits from PR #1327

    don't log base64 progress images

    Fresh Build For WebUI

    [WebUI] Loopback Default False

    Fixes bugs/styling

    - Fixes missing web app state on new version:
    Adds stateReconciler to redux-persist.

    When we add more values to the state and then release the update app, they will be automatically merged in.

    Reseting web UI will be needed far less.
    7159ec

    - Fixes console z-index
    - Moves reset web UI button to visible area

    Decreases gallery width on inpainting

    Increases workarea split padding to 1rem

    Adds missing tooltips to site header

    Changes inpainting controls settings to hover

    Fixes hotkeys and settings buttons not working

    Improves bounding box interactions

    - Bounding box can now be moved by dragging any of its edges
    - Bounding box does not affect drawing if already drawing a stroke
    - Can lock bounding box to draw directly on the bounding box edges
    - Removes spacebar-hold behaviour due to technical issues

    Fixes silent crash when init image too large

    To send the mask to the server, the UI rendered the mask onto the init image and sent the whole image. The mask was then cropped by the server.

    If the image was too large, the app silently failed. Maybe it exceeds the websocket size limit.

    Fixed by cropping the mask in the UI layer, sending only bounding-box-sized mask image data.

    Disabled bounding box settings when locked

    Styles image uploader

    Builds fresh bundle

    Improves bounding box interaction

    Added spacebar-hold-to-transform back.

    Address bounding box feedback

    - Adds back toggle to hide bounding box
    - Box quick toggle = q, normal toggle = shift + q
    - Styles canvas alert icons

    Adds hints when unable to invoke

    - Popover on Invoke button indicates why exactly it is disabled, e.g. prompt is empty, something else is processing, etc.
    - There may be more than one reason; all are displayed.

    Fix Inpainting Alerts Styling

    Preventing unnecessary re-renders across the app

    Code Split Inpaint Options

    Isolate features to their own components so they dont re-render the other stuff each time.

    [TESTING] Remove  global isReady checking

    I dont believe this is need at all because the isready state is constantly updated when needed and tracked real time in the Redux store. This causes massive re-renders. @psychedelicious If this is absolutely essential for a reason that I do not see, please hit me up on Discord.

    Fresh Bundle

    Fix Bounding Box Settings re-rendering on brush stroke

    [Code Splitting] Bounding Box Options

    Isolated all bounding box components to trigger unnecessary re-renders. Still need to fix  bounding box  triggering re-renders on the control panel inside the canvas itself. But the options panel should be a good to go with this change.

    Inpainting Controls Code Spitting and Performance

    Codesplit the entirety of the inpainting controls. Created new selectors for each and every component to ensure there are no unnecessary re-renders. App feels a lot smoother.

    Fixes rerenders on ClearBrushHistory

    Fixes crash when requesting post-generation upscale/face restoration

    - Moves the inpainting paste to before the postprocessing.

    Removes unused isReady state

    Changes Report Bug icon to a bug

    Restores shift+q bounding box shortcut

    Adds alert for bounding box size to status icons

    Adds asCheckbox to IAIIconButton

    Rough draft of this. Not happy with the styling but it's clearer than having them look just like buttons.

    Fixes crash related to old value of progress_latents in state

    Styling changes and settings modal minor refactor

    Fixes: uploaded JPG images not loading

    Reworks CurrentImageButtons.tsx

    - Change all icons to FA iconset for consistency
    - Refactors IAIIconButton, IAIButton, IAIPopover to handle ref forwarding
    - Redesigns buttons into group

    Only generate 1 iteration when seed fixed & variations disabled

    Fixes progress images select

    Fixes edge case: upload over gets stuck while alt tabbing

    - Press esc to close it now

    Fixes display progress images select typing

    Fixes current image button rerenders

    Adds min width to ImageUploader

    Makes fast-latents in progress default

    Update Icon Button Checkbox Style Styling

    Fixes next/prev image buttons

    Refactor canvas buttons + more

    Add Save Intermediates Step Count

    For accurate mode only.

    Co-Authored-By: Richard Macarthy <richardmacarthy@protonmail.com>

    Restores "initial image" text

    Address feedback

    - moves mask clear button
    - fixes intermediates
    - shrinks inpainting icons by 10%

    Fix Loopback Styling

    Adds escape hotkey to close floating panels

    Readd Hotkey for Dual Display

    Updated Current Image Button Styling

commit dd5a88dcee
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Thu Nov 3 04:17:28 2022 +1300

    [WebUI] Final 2.1 Release Build

commit 95ed56bf82
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Thu Nov 3 04:16:31 2022 +1300

    Updated Current Image Button Styling

commit 1ae80f5ab9
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Thu Nov 3 04:07:57 2022 +1300

    Readd Hotkey for Dual Display

commit 1f0bd3ca6c
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Thu Nov 3 02:07:00 2022 +1100

    Adds escape hotkey to close floating panels

commit a1971f6830
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Thu Nov 3 03:38:15 2022 +1300

    Fix Loopback Styling

commit c6118e8898
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Thu Nov 3 01:29:51 2022 +1100

    Address feedback

    - moves mask clear button
    - fixes intermediates
    - shrinks inpainting icons by 10%

commit 7ba958cf7f
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Thu Nov 3 01:10:38 2022 +1100

    Restores "initial image" text

commit 383905d5d2
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Thu Nov 3 02:59:11 2022 +1300

    Add Save Intermediates Step Count

    For accurate mode only.

    Co-Authored-By: Richard Macarthy <richardmacarthy@protonmail.com>

commit 6173e3e9ca
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Thu Nov 3 00:53:53 2022 +1100

    Refactor canvas buttons + more

commit 3feb7d8922
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Thu Nov 3 00:49:23 2022 +1100

    Fixes next/prev image buttons

commit 1d9edbd0dd
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Thu Nov 3 00:50:44 2022 +1300

    Update Icon Button Checkbox Style Styling

commit d439abdb89
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 21:37:24 2022 +1100

    Makes fast-latents in progress default

commit ee47ea0c89
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 21:37:09 2022 +1100

    Adds min width to ImageUploader

commit 300bb2e627
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 21:28:22 2022 +1100

    Fixes current image button rerenders

commit ccf8593501
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 21:27:43 2022 +1100

    Fixes display progress images select typing

commit 0fda612f3f
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 21:02:01 2022 +1100

    Fixes edge case: upload over gets stuck while alt tabbing

    - Press esc to close it now

commit 5afff65b71
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 20:33:19 2022 +1100

    Fixes progress images select

commit 7e55bdefce
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 20:27:47 2022 +1100

    Only generate 1 iteration when seed fixed & variations disabled

commit 620cf84d3d
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 19:51:38 2022 +1100

    Reworks CurrentImageButtons.tsx

    - Change all icons to FA iconset for consistency
    - Refactors IAIIconButton, IAIButton, IAIPopover to handle ref forwarding
    - Redesigns buttons into group

commit cfe567c62a
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 16:14:50 2022 +1100

    Fixes: uploaded JPG images not loading

commit cefe12f1df
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 15:31:18 2022 +1100

    Styling changes and settings modal minor refactor

commit 1e51c39928
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 15:27:46 2022 +1100

    Fixes crash related to old value of progress_latents in state

commit 42a02bbb80
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 13:15:06 2022 +1100

    Adds asCheckbox to IAIIconButton

    Rough draft of this. Not happy with the styling but it's clearer than having them look just like buttons.

commit f1ae6dae4c
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 13:13:56 2022 +1100

    Adds alert for bounding box size to status icons

commit 6195579910
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 11:52:19 2022 +1100

    Restores shift+q bounding box shortcut

commit 16c8b23b34
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 11:32:07 2022 +1100

    Changes Report Bug icon to a bug

commit 07ae626b22
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 11:17:16 2022 +1100

    Removes unused isReady state

commit 8d171bb044
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 11:13:26 2022 +1100

    Fixes crash when requesting post-generation upscale/face restoration

    - Moves the inpainting paste to before the postprocessing.

commit 6e33ca7e9e
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Wed Nov 2 10:59:01 2022 +1100

    Fixes rerenders on ClearBrushHistory

commit db46e12f2b
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 11:36:28 2022 +1300

    Inpainting Controls Code Spitting and Performance

    Codesplit the entirety of the inpainting controls. Created new selectors for each and every component to ensure there are no unnecessary re-renders. App feels a lot smoother.

commit 868e4b2db8
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 07:40:31 2022 +1300

    [Code Splitting] Bounding Box Options

    Isolated all bounding box components to trigger unnecessary re-renders. Still need to fix  bounding box  triggering re-renders on the control panel inside the canvas itself. But the options panel should be a good to go with this change.

commit 2e562742c1
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 06:40:27 2022 +1300

    Fix Bounding Box Settings re-rendering on brush stroke

commit 68e6958009
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 06:28:34 2022 +1300

    Fresh Bundle

commit ea6e3a7949
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 06:26:56 2022 +1300

    [TESTING] Remove  global isReady checking

    I dont believe this is need at all because the isready state is constantly updated when needed and tracked real time in the Redux store. This causes massive re-renders. @psychedelicious If this is absolutely essential for a reason that I do not see, please hit me up on Discord.

commit b2879ca99f
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 06:08:59 2022 +1300

    Code Split Inpaint Options

    Isolate features to their own components so they dont re-render the other stuff each time.

commit 4e911566c3
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 03:50:56 2022 +1300

    Preventing unnecessary re-renders across the app

commit 9bafda6a15
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 03:02:35 2022 +1300

    Fix Inpainting Alerts Styling

commit 871a8a5375
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 23:52:07 2022 +1100

    Adds hints when unable to invoke

    - Popover on Invoke button indicates why exactly it is disabled, e.g. prompt is empty, something else is processing, etc.
    - There may be more than one reason; all are displayed.

commit 0eef74bc00
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 23:40:11 2022 +1100

    Address bounding box feedback

    - Adds back toggle to hide bounding box
    - Box quick toggle = q, normal toggle = shift + q
    - Styles canvas alert icons

commit 423ae32097
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 17:06:07 2022 +1100

    Improves bounding box interaction

    Added spacebar-hold-to-transform back.

commit 8282e5d045
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 16:57:07 2022 +1100

    Builds fresh bundle

commit 19305cdbdf
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 16:51:11 2022 +1100

    Styles image uploader

commit eb9028ab30
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 16:51:03 2022 +1100

    Disabled bounding box settings when locked

commit 21483f5d07
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 16:50:24 2022 +1100

    Fixes silent crash when init image too large

    To send the mask to the server, the UI rendered the mask onto the init image and sent the whole image. The mask was then cropped by the server.

    If the image was too large, the app silently failed. Maybe it exceeds the websocket size limit.

    Fixed by cropping the mask in the UI layer, sending only bounding-box-sized mask image data.

commit 82dcbac28f
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 16:28:30 2022 +1100

    Improves bounding box interactions

    - Bounding box can now be moved by dragging any of its edges
    - Bounding box does not affect drawing if already drawing a stroke
    - Can lock bounding box to draw directly on the bounding box edges
    - Removes spacebar-hold behaviour due to technical issues

commit d43bd4625d
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 15:10:49 2022 +1100

    Fixes hotkeys and settings buttons not working

commit ea891324a2
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 11:04:02 2022 +1100

    Changes inpainting controls settings to hover

commit 8fd9ea2193
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 11:03:41 2022 +1100

    Adds missing tooltips to site header

commit fb02666856
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 11:03:25 2022 +1100

    Increases workarea split padding to 1rem

commit f6f5c2731b
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 11:03:10 2022 +1100

    Decreases gallery width on inpainting

commit b4e3f771e0
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 10:54:59 2022 +1100

    Fixes bugs/styling

    - Fixes missing web app state on new version:
    Adds stateReconciler to redux-persist.

    When we add more values to the state and then release the update app, they will be automatically merged in.

    Reseting web UI will be needed far less.
    7159ec

    - Fixes console z-index
    - Moves reset web UI button to visible area

commit 99bb9491ac
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Tue Nov 1 08:35:45 2022 +1300

    [WebUI] Loopback Default False

commit 0453f21127
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Wed Nov 2 23:23:51 2022 +1300

    Fresh Build For WebUI

commit 9fc09aa4bd
Author: damian0815 <null@damianstewart.com>
Date:   Wed Nov 2 09:08:11 2022 +0100

    don't log base64 progress images

commit 5e87062cf8
Author: spezialspezial <75758219+spezialspezial@users.noreply.github.com>
Date:   Wed Nov 2 00:21:27 2022 +0100

    Option to directly invert the grayscale heatmap - fix

commit 3e7a459990
Author: spezialspezial <75758219+spezialspezial@users.noreply.github.com>
Date:   Tue Nov 1 21:37:33 2022 +0100

    Update txt2mask.py

commit bbf4c03e50
Author: spezialspezial <75758219+spezialspezial@users.noreply.github.com>
Date:   Tue Nov 1 21:11:19 2022 +0100

    Option to directly invert the grayscale heatmap

    Theoretically less work inverting the image while it's small but I can't measure a significant difference. Though, handy option to have in some cases.

commit 611a3a9753
Author: mauwii <Mauwii@outlook.de>
Date:   Wed Nov 2 02:23:09 2022 +0100

    fix name of caching step

commit 1611f0d181
Author: mauwii <Mauwii@outlook.de>
Date:   Wed Nov 2 02:18:46 2022 +0100

    readd caching of sd-models
    - this would remove the necesarrity of the secret availability in PRs

commit 08835115e4
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 1 22:10:12 2022 -0400

    pin pytorch_lightning to 1.7.7, issue #1331

commit 2d84e28d32
Merge: 533fd04e ef17aae8
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 1 22:11:04 2022 -0400

    Merge branch 'development' of github.com:invoke-ai/InvokeAI into development

commit ef17aae8ab
Author: damian0815 <null@damianstewart.com>
Date:   Wed Nov 2 00:39:48 2022 +0100

    add damian0815 to contributors list

commit 0cc39f01a3
Author: damian0815 <null@damianstewart.com>
Date:   Wed Nov 2 01:18:50 2022 +0100

    report full size for fast latents and update conversion matrix for v1.5

commit 688d7258f1
Author: damian0815 <null@damianstewart.com>
Date:   Wed Nov 2 00:33:00 2022 +0100

    fix a bug that broke cross attention control index mapping

commit 4513320bf1
Author: damian0815 <null@damianstewart.com>
Date:   Wed Nov 2 00:31:58 2022 +0100

    save VRAM by not recombining tensors that have been sliced to save VRAM

commit 533fd04ef0
Merge: 6215592b dff5681c
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 1 17:40:36 2022 -0400

    Merge branch 'development' of github.com:invoke-ai/InvokeAI into development

commit dff5681cf0
Author: damian0815 <d@d.com>
Date:   Tue Nov 1 13:56:03 2022 +0100

    shorter strings

commit 5a2790a69b
Author: damian0815 <d@d.com>
Date:   Tue Nov 1 13:19:20 2022 +0100

    convert progress display to a drop-down

commit 7c5305ccba
Author: damian0815 <d@d.com>
Date:   Tue Nov 1 12:54:46 2022 +0100

    do not try to save base64 intermediates in gallery on cancellation

commit 4013e8ad6f
Author: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date:   Tue Nov 1 21:54:35 2022 +1100

    Fixes b64 image sending and displaying

commit d1dfd257f9
Author: damian <d@d.com>
Date:   Tue Nov 1 11:40:40 2022 +0100

    wip base64

commit 5322d735ee
Author: damian <d@d.com>
Date:   Tue Nov 1 11:31:42 2022 +0100

    update frontend

commit cdb107dcda
Author: damian <d@d.com>
Date:   Tue Nov 1 11:17:43 2022 +0100

    add option to show intermediate latent space

commit be1393a41c
Author: damian <d@d.com>
Date:   Tue Nov 1 10:16:55 2022 +0100

    ensure existing exception handling code also handles new exception class

commit e554c2607f
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Nov 1 10:08:42 2022 +0100

    Rebuilt prompt parsing logic

    Complete re-write of the prompt parsing logic to be more readable and
    logical, and therefore also hopefully easier to debug, maintain, and
    augment.

    In the process it has also become more robust to badly-formed prompts.

    Squashed commit of the following:

    commit 8fcfa88a16e1390d41717e940d72aed64712171c
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Sun Oct 30 17:05:57 2022 +0100

        further cleanup

    commit 1a1fd78bcfeb49d072e3e6d5808aa8df15441629
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Sun Oct 30 16:07:57 2022 +0100

        cleanup and document

    commit 099c9659fa8b8135876f9a5a50fe80b20bc0635c
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Sun Oct 30 15:54:58 2022 +0100

        works fully

    commit 5e6887ea8c25a1e21438ff6defb381fd027d25fd
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Sun Oct 30 15:24:31 2022 +0100

        further...

    commit 492fda120844d9bc1ad4ec7dd408a3374762d0ff
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Sun Oct 30 14:08:57 2022 +0100

        getting there...

    commit c6aab05a8450cc3c95c8691daf38fdc64c74f52d
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Fri Oct 28 14:29:03 2022 +0200

        wip doesn't compile

    commit 5e533f731cfd20cd435330eeb0012e5689e87e81
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Fri Oct 28 13:21:43 2022 +0200

        working with CrossAttentionCtonrol but no Attention support yet

    commit 9678348773431e500e110e8aede99086bb7b5955
    Author: Damian at mba <damian@frey.NOSPAMco.nz>
    Date:   Fri Oct 28 13:04:52 2022 +0200

        wip rebuiling prompt parser

commit 6215592b12
Merge: ef24d76a 349cc254
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 1 17:34:55 2022 -0400

    Merge branch 'development' of github.com:invoke-ai/InvokeAI into development

commit 349cc25433
Author: damian0815 <d@d.com>
Date:   Tue Nov 1 20:08:52 2022 +0100

    fix crash (be a little less aggressive clearing out the attention slice)

commit 214d276379
Author: damian0815 <d@d.com>
Date:   Tue Nov 1 19:57:55 2022 +0100

    be more aggressive at clearing out saved_attn_slice

commit ef24d76adc
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 1 14:34:23 2022 -0400

    fix library problems in preload_modules

commit ab2b5a691d
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Nov 1 17:22:48 2022 -0400

    fix model_cache memory management issues

commit c7de2b2801
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Nov 1 02:02:14 2022 +0100

    disable checks with sd-V1.4 model...
    ...to save some resources, since V1.5 is the default now

commit e8075658ac
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 31 22:20:51 2022 +0100

    update test-invoke-conda.yml
    - fix model dl path for sd-v1-4.ckpt
    - copy configs/models.yaml.example to configs/models.yaml

commit 4202dabee1
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 31 22:17:21 2022 +0100

    fix models example weights for sd-v1.4

commit d67db2bcf1
Author: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Date:   Tue Nov 1 08:35:45 2022 +1300

    [WebUI] Loopback Default False

commit 7159ec885f
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Mon Oct 31 11:33:05 2022 -0400

    further improvements to preload_models.py

    - Faster startup for command line switch processing
    - Specify configuration file to modify using --config option:

      ./scripts/preload_models.ply --config models/my-models-file.yaml

commit b5cf734ba9
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Mon Oct 31 11:08:19 2022 -0400

    improve behavior of preload_models.py

    - NEVER overwrite user's existing models.yaml
    - Instead, merge its contents into new config file,
      and rename original to models.yaml.orig (with
      message)
    - models.yaml has been removed from repository and renamed
      models.yaml.example

commit f7dc8eafee
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Mon Oct 31 10:47:35 2022 -0400

    restore models.yaml to virgin state

commit 762ca60a30
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Oct 4 22:55:10 2022 -0400

    Update INPAINTING.md

commit e7fb9f342c
Author: Hideyuki Katsushiro <h.katsushiro@qualia.tokyo.jp>
Date:   Wed Oct 5 10:08:53 2022 +0900

    add argument --outdir
2022-11-12 17:17:07 +00:00
Lincoln Stein
174a9b78b0 Bring main back into a consistent state with other branches
- Due to misuse of rebase command, main was transiently
  in an inconsistent state.

- This repairs the damage, and adds a few post-release
  patches that ensure stable conda installs on Mac and Windows.
2022-11-03 15:44:06 -04:00
Lincoln Stein
aa247e68be use refined model by default 2022-11-02 18:29:34 -04:00
Lincoln Stein
895c47fd11 Merge branch 'patch-9' of https://github.com/spezialspezial/stable-diffusion into spezialspezial-patch-9 2022-11-02 18:24:55 -04:00
damian
d85cd99f17 add option to show intermediate latent space 2022-11-02 17:53:11 -04:00
spezialspezial
825fa6977d Update outcrop.py 2022-11-02 16:33:35 -04:00
spezialspezial
e332529fbd Prevent outcrop error when no callback is supplied 2022-11-02 16:33:35 -04:00
damian0815
2468a28e66 save VRAM by not recombining tensors that have been sliced to save VRAM 2022-11-01 22:39:48 -04:00
damian0815
e3ed748191 fix a bug that broke cross attention control index mapping 2022-11-01 22:39:39 -04:00
damian0815
3f5bf7ac44 report full size for fast latents and update conversion matrix for v1.5 2022-11-01 22:39:27 -04:00
spezialspezial
b45e632f23 Option to directly invert the grayscale heatmap - fix 2022-11-01 22:18:00 -04:00
spezialspezial
6c9a2761f5
Optional refined model for Txt2Mask
Don't merge right now, just wanted to show the necessary changes
2022-11-02 00:33:46 +01:00
spezialspezial
2bdd738f03 Update txt2mask.py 2022-11-01 17:39:56 -04:00
spezialspezial
7782760541 Option to directly invert the grayscale heatmap
Theoretically less work inverting the image while it's small but I can't measure a significant difference. Though, handy option to have in some cases.
2022-11-01 17:39:56 -04:00
damian0815
de2686d323 fix crash (be a little less aggressive clearing out the attention slice) 2022-11-01 17:35:43 -04:00
damian0815
0b72a4a35e be more aggressive at clearing out saved_attn_slice 2022-11-01 17:35:34 -04:00
Lincoln Stein
942a202945 fix model_cache memory management issues 2022-11-01 17:22:48 -04:00
Lincoln Stein
89da42ad79 Merge branch 'pin-options-panel' of https://github.com/psychedelicious/stable-diffusion into psychedelicious-pin-options-panel
- from PR #1301
2022-10-31 09:37:13 -04:00
Damian at mba
ced9c83e96 various prompting fixes 2022-10-31 09:34:56 -04:00
Lincoln Stein
80f2cfe3e3 set default max_models to 2 internally as well as as arg 2022-10-31 09:05:38 -04:00
Lincoln Stein
dc556cb1a7 add max_load_models parameter for model cache control
- ldm.generate.Generator() now takes an argument named `max_load_models`.
  This is an integer that limits the model cache size. When the cache
  reaches the limit, it will start purging older models from cache.

- CLI takes an argument --max_load_models, default to 2. This will keep
  one model in GPU and the other in CPU and switch back and forth
  quickly.

- To not cache models at all, pass --max_load_models=1
2022-10-31 08:55:53 -04:00
Lincoln Stein
0c8f0e3386 add max_load_models parameter for model cache control
- ldm.generate.Generator() now takes an argument named `max_load_models`.
  This is an integer that limits the model cache size. When the cache
  reaches the limit, it will start purging older models from cache.

- CLI takes an argument --max_load_models, default to 2. This will keep
  one model in GPU and the other in CPU and switch back and forth
  quickly.

- To not cache models at all, pass --max_load_models=1
2022-10-31 08:53:16 -04:00
Lincoln Stein
98f03053ba hard-code strength to 0.9 during outcropping 2022-10-31 07:52:34 -04:00
Lincoln Stein
59ef2471e1 improve outcropping performance
- applied inpainting parameters recommended by @kyle0654
- results are aesthetically pleasing
- Closes #1319
2022-10-31 07:52:26 -04:00
Lincoln Stein
ce7651944d adapt outcrop.py to use new outpainting code
- unfortunately it does not look as good as the old code
  which just used plain inpainting.
2022-10-31 07:52:13 -04:00
Lincoln Stein
a3e0b285d8 fix embiggen crash 2022-10-31 07:52:06 -04:00
Lincoln Stein
3cdfedc649 hard-code strength to 0.9 during outcropping 2022-10-31 01:54:32 -04:00
Lincoln Stein
531f596bd1 improve outcropping performance
- applied inpainting parameters recommended by @kyle0654
- results are aesthetically pleasing
- Closes #1319
2022-10-31 01:37:12 -04:00
Lincoln Stein
8683426041 add seamless to metadata 2022-10-31 00:40:30 -04:00
Lincoln Stein
582fee6c3a adapt outcrop.py to use new outpainting code
- unfortunately it does not look as good as the old code
  which just used plain inpainting.
2022-10-31 00:20:53 -04:00
Lincoln Stein
2b39d1677c fix embiggen crash 2022-10-30 22:57:15 -04:00
Lincoln Stein
23d54ee69e fix mps crash with safety checker 2022-10-30 16:54:06 -04:00
Lincoln Stein
f70af7afb9 remove debug image gen from outcrop 2022-10-30 12:19:43 -04:00
Lincoln Stein
e7368d7231 preload_models interactively downloads sd model files 2022-10-30 12:19:05 -04:00
Lincoln Stein
231dfe01f4 fix incorrect thresholding reporting for karras noise; close #1300 2022-10-30 10:35:55 -04:00
spezialspezial
c2fab45a6e Prevent indexing error for mode RGB
I have not explicitly tested mode P
2022-10-29 18:20:53 -04:00
Lincoln Stein
0f4413da7d Merge branch 'inpainting-rebase' of https://github.com/psychedelicious/stable-diffusion into psychedelicious-inpainting-rebase 2022-10-29 13:42:00 -04:00
Lincoln Stein
fdf9b1c40c fix CLI inpainting crash 2022-10-29 11:47:06 -04:00
Lincoln Stein
13f26a99b8 documentation and usability fixes 2022-10-29 10:37:38 -04:00
Lincoln Stein
ef68a419f1 preload_models.py script downloads the weight files
- user can select which weight files to download using huggingface cache
- user must log in to huggingface, generate an access token, and accept
  license terms the very first time this is run. After that, everything
  works automatically.
- added placeholder for docs for installing models
- also got rid of unused config files. hopefully they weren't needed
  for textual inversion, but I don't think so.
2022-10-29 01:02:45 -04:00
Kyle Schouviller
43de16cae4 Don't try to tile fill if image doesn't have an alpha layer 2022-10-29 04:25:27 +11:00
Damian at mba
864d080502 handle all unicode characters 2022-10-28 10:39:12 -04:00
Lincoln Stein
05b8de5300 fix --hires to support inpainting model 2022-10-27 23:12:21 -04:00
Lincoln Stein
387f796ebe
Merge branch 'development' into development 2022-10-27 23:04:04 -04:00
Lincoln Stein
3033331f65 remove unneeded warnings from attention.py 2022-10-27 22:50:06 -04:00
Lincoln Stein
362b234cd1 fix long-standing issue with metadata retrieval
The Args object would crap out when trying to retrieve metadata from
an image file that did not contain InvokeAI-generated metadata, such
as a JPG. This corrects that and returns dummy values (seed of zero,
prompt of '') to avoid downstream breakage.
2022-10-27 22:43:34 -04:00
Lincoln Stein
2115874587 resolve conflicts with outpainting implementation 2022-10-27 18:06:38 -04:00
Lincoln Stein
cd5141f3d1 fix issues with outpaint merge 2022-10-27 18:02:08 -04:00
Lincoln Stein
b815aa2130
Merge branch 'development' into outpaint 2022-10-27 17:17:34 -04:00
Lincoln Stein
19a6e904ec resolved whitespace difference 2022-10-27 17:12:22 -04:00
Lincoln Stein
1200fbd3bd add threshold for switchover from Karras to LDM noise schedule 2022-10-27 17:07:50 -04:00
Lincoln Stein
d25bf7a55a cut over from karras to model noise schedule for higher steps
The k_samplers come with a "karras" noise schedule which performs
very well at low step counts but becomes noisy at higher ones.

This commit introduces a threshold (currently 30 steps) at which the
k samplers will switch over from using karras to the older model
noise schedule.
2022-10-27 17:06:49 -04:00
Damian at mba
245cf606a3 be more forgiving about prompts with ((words)) 2022-10-27 22:36:33 +02:00
Lincoln Stein
943616044a Merge branch 'switch-ksampler-noise-scheduler-adaptively' into development
- This sets a step switchover point at which the k-samplers stop using the
  Karras noise schedule and start using the LatentDiffusion noise schedule.
  The advantage of this is that the Karras schedule produces excellent
  results at low step counts but starts to become unstable at high
  steps.

- A new command argument --karras_max, lets the user set where the
  switchover occurs. Default is 29 steps (1-29 steps Karras),
  (30 or greater LDM)

- Tildebyte, sorry to do a fast forward three-way merge for this
  but rebasing was just too painful due to extensive recent
  changes to the diffuser code.
2022-10-27 16:11:26 -04:00
Lincoln Stein
943808b925 add threshold for switchover from Karras to LDM noise schedule 2022-10-27 15:50:32 -04:00
Damian at mba
e20108878c fix attention weight inside .swap() 2022-10-27 21:17:23 +02:00
Damian at mba
f73d349dfe refactor hybrid and cross attention control codepaths for readability 2022-10-27 19:40:37 +02:00
Damian at mba
dc86fc92ce fix crash parsing empty prompt "" 2022-10-27 19:01:54 +02:00
Lincoln Stein
aa785c3ef1 ready for merge after documentation added 2022-10-27 11:55:00 -04:00
Lincoln Stein
0eb07b7488 Merge branch 'outpaint' of https://github.com/Kyle0654/InvokeAI into Kyle0654-outpaint 2022-10-27 09:16:40 -04:00
Lincoln Stein
16e7cbdb38 tweaks to documentation and call signature for advanced prompting 2022-10-27 08:30:09 -04:00
Damian at mba
135c62f1a4 fix issue with hot-dog, improve () suppression 2022-10-27 07:37:48 -04:00
Lincoln Stein
799dc6d0df acceptable integration of new prompting system and inpainting
This was a difficult merge because both PR #1108 and #1243 made
changes to obscure parts of the diffusion code.

- prompt weighting, merging and cross-attention working
  - cross-attention does not work with runwayML inpainting
    model, but weighting and merging are tested and working
- CLI command parsing code rewritten in order to get embedded
  quotes right
- --hires now works with runwayML inpainting
- --embiggen does not work with runwayML and will give an error
- Added an --invert option to invert masks applied to inpainting
- Updated documentation
2022-10-27 01:51:35 -04:00
Damian at mba
79689e87ce fix crash making embeddings from too-long prompts with attention weights 2022-10-26 22:42:17 -04:00
Lincoln Stein
0d0481ce75 inpaint model progress
- working with plain prompts, weighted prompts and merge prompts
- not tested with prompt2prompt
2022-10-26 22:40:01 -04:00
Lincoln Stein
2daf187bdb working with 1.4, 1.5, not with inpainting 1.5 2022-10-26 18:25:48 -04:00
Lincoln Stein
9b7159720f resolve conflicts between PR #1108 and #1243 2022-10-26 15:37:24 -04:00
Kyle Schouviller
d05373d35a Force RGB for img2img 2022-10-26 12:12:08 -07:00
Kyle Schouviller
bd8bb8c80b Adding outpainting implementation (as part of inpaint). 2022-10-26 12:12:08 -07:00
Kyle Schouviller
dac1ab0a05 Better inpainting color-correction 2022-10-26 12:12:08 -07:00
Lincoln Stein
2f1c1e7695 Merge branch 'fix-prompts' of https://github.com/damian0815/InvokeAI into merge-prompt-and-inpaint-model 2022-10-26 08:50:55 -04:00
Lincoln Stein
2b6d78e436 minor cleanups
- remove --fnformat from canonicalized dream prompt arguments
  (not needed for image reproducibility)
- add -tm to canonicalized dream prompt arguments
  (definitely needed for image reproducibility)
2022-10-26 08:32:54 -04:00
Lincoln Stein
b1da13a984 minor cleanups
- change default model back to 1.4
- remove --fnformat from canonicalized dream prompt arguments
  (not needed for image reproducibility)
- add -tm to canonicalized dream prompt arguments
  (definitely needed for image reproducibility)
2022-10-26 08:29:56 -04:00
Lincoln Stein
906dafe3cd make variations work with inpainting model 2022-10-26 00:18:31 -04:00
Lincoln Stein
d3047c7cb0 do not encode init image in starting latent 2022-10-25 22:44:42 -04:00
tyler
62412f8398 fixing aspect ratio on hires 2022-10-25 21:28:50 -05:00
Lincoln Stein
ca2f579f43 prevent crash when providing empty quoted prompt ("") 2022-10-25 15:56:07 -04:00
Lincoln Stein
3c1ef48fe2 fix crash when doing img2img with ddim sampler and SD 1.5 2022-10-25 13:57:42 -04:00
Lincoln Stein
c732fd0740 Merge branch 'inpaint-model' of github.com:invoke-ai/InvokeAI into inpaint-model 2022-10-25 13:21:00 -04:00
Lincoln Stein
4352eb6628 stop crashes on non-square images 2022-10-25 13:17:06 -04:00
Lincoln Stein
1ae269b8e0
Merge branch 'development' into inpaint-model 2022-10-25 11:50:08 -04:00
Lincoln Stein
e33971fe2c plms works, bugs quashed
- The plms sampler now works with custom inpainting model
- Quashed bug that was causing generation on normal models to fail (oops!)
- Can now generate non-square images with custom inpainting model

Credits for advice and assistance during porting:

@any-winter-4079 (http://github.com/any-winter-4079)
@db3000 (Danny Beer http://github.com/db3000)
2022-10-25 11:44:01 -04:00
Lincoln Stein
b101be041b add support for runwayML custom inpainting model
This is still a work in progress but seems functional. It supports
inpainting, txt2img and img2img on the ddim and k* samplers (plms
still needs work, but I know what to do).

To test this, get the file `sd-v1-5-inpainting.ckpt' from
https://huggingface.co/runwayml/stable-diffusion-inpainting and place it
at `models/ldm/stable-diffusion-v1/sd-v1-5-inpainting.ckpt`

Launch invoke.py with --model inpainting-1.5 and proceed as usual.

Caveats:

1. The inpainting model takes about 800 Mb more memory than the standard
   1.5 model. This model will not work on 4 GB cards.

2. The inpainting model is temperamental. It wants you to describe the
   entire scene and not just the masked area to replace. So if you want
   to replace the parrot on a man's shoulder with a crow, the prompt
   "crow" may fail. Try "man with a crow on shoulder" instead. The
   symptom of a failed inpainting is that the area will be erased and
   replaced with background.

3. This has not been tested well. Please report bugs.
2022-10-25 10:45:15 -04:00
Lincoln Stein
aaf7a4f1d3 inpaint and txt2img working with ddim sampler 2022-10-25 10:00:28 -04:00
Lincoln Stein
99d23c4d81 fix merge conflicts 2022-10-25 07:30:26 -04:00
Lincoln Stein
5e8d1ca19f resolve conflicts 2022-10-25 07:17:54 -04:00
Lincoln Stein
a2e53892ec fixed synax errors; now channel mismatch issue 2022-10-25 00:47:13 -04:00
Lincoln Stein
be8a992b85 add missing file 2022-10-25 00:38:24 -04:00
Lincoln Stein
9bef643bf5 fix a few more metadata bugs
- facetool and upscale arguments now written into metadata
- cleaned up handling of !fetch command
2022-10-25 00:31:43 -04:00
Lincoln Stein
f6b31d51e0 fix incorrect handling of single quotes in prompts 2022-10-25 00:31:43 -04:00
Lincoln Stein
62e1cb48fd developer documentation fixes 2022-10-25 00:31:43 -04:00
Lincoln Stein
543464182f inpainting fix per PR #1218
- This is a merge of the final version of PR #1218 "Inpainting
  Improvements"

  Various merge conflicts made it easier to commit directly.

Author: Kyle0654
Co-Author: lstein
2022-10-25 00:31:42 -04:00
Lincoln Stein
83a3cc9eb4 start support for 1.5 inpainting model, not complete 2022-10-25 00:30:48 -04:00
Damian at mba
61a4897b71 re-enable tokenization logging 2022-10-24 11:49:47 +02:00
Damian at mba
194c8e1c2e Merge branch 'development' into fix-prompts 2022-10-24 11:28:37 +02:00
Damian at mba
44e4090909 re-enable legacy blend syntax 2022-10-24 11:16:52 +02:00
Damian at mba
0564397ee6 cleanup logs 2022-10-24 11:16:43 +02:00
Lincoln Stein
37d38f196e fix a few more metadata bugs
- facetool and upscale arguments now written into metadata
- cleaned up handling of !fetch command
2022-10-23 23:01:32 -04:00
Lincoln Stein
17aee48734 fix incorrect handling of single quotes in prompts 2022-10-23 23:01:32 -04:00
Lincoln Stein
9cdd78c6cb developer documentation fixes 2022-10-23 22:56:58 -04:00
Lincoln Stein
5561a95232 inpainting fix per PR #1218
- This is a merge of the final version of PR #1218 "Inpainting
  Improvements"

  Various merge conflicts made it easier to commit directly.

Author: Kyle0654
Co-Author: lstein
2022-10-23 22:52:32 -04:00
Lincoln Stein
27f0f3e52b Merge branch 'inpaint-improvement' of https://github.com/Kyle0654/InvokeAI into add-safety-checker 2022-10-23 22:37:43 -04:00
Lincoln Stein
b159b2fe42 add support for safety checker (NSFW filter)
Now you can activate the Hugging Face `diffusers` library safety check
for NSFW and other potentially disturbing imagery.

To turn on the safety check, pass --safety_checker at the command
line. For developers, the flag is `safety_checker=True` passed to
ldm.generate.Generate(). Once the safety checker is turned on, it
cannot be turned off unless you reinitialize a new Generate object.

When the safety checker is active, suspect images will be blurred and
a warning icon is added. There is also a warning message printed in
the CLI, but it can be a little hard to see because of its positioning
in the output stream.

There is a slight but noticeable delay when the safety checker runs.

Note that invisible watermarking is *not* currently implemented. The
watermark code distributed by the CompViz distribution uses a library
that does not seem to be able to retrieve the watermarks it creates,
and it does not appear that Hugging Face `diffusers` or other SD
distributions are doing any watermarking.
2022-10-23 22:26:18 -04:00
Damian at mba
63902f3d34 also apply conditioing during hires fix upscale 2022-10-24 02:08:55 +02:00
Damian at mba
1fb15d5c81 fix hires fix 2022-10-24 02:02:42 +02:00
Damian at mba
cc2042bd4c keep the effect of _start and _end arguments consistent across k* and other samplers 2022-10-24 01:43:35 +02:00
Damian at mba
ee4273d760 fix step count on ddim 2022-10-24 01:23:43 +02:00
Damian at mba
2619a0b286 allow longer substitutions without quotes for cross attention swap 2022-10-24 00:22:14 +02:00
Damian at mba
92c6a3812d catch fewer exceptions in prompt2image 2022-10-24 00:06:53 +02:00
Kyle Schouviller
0c34554170 Merge branch 'inpaint-improvement' of https://github.com/Kyle0654/InvokeAI into inpaint-improvement 2022-10-23 14:02:52 -07:00
Damian at mba
b0eb864a25 move attention weighting operations to postfix 2022-10-23 23:01:53 +02:00
Kyle Schouviller
1264cc2d36 Switch from dilate to erode to fix inpaint edges. Default model to 1.4 instead of 1.5. 2022-10-23 14:01:06 -07:00
Damian at mba
f7cd98c238 tweak default cross-attention values 2022-10-23 20:38:28 +02:00
Damian at mba
8e7d744c60 fix bad math 2022-10-23 19:43:35 +02:00
Damian at mba
9210bf7d3a also parse shape_freedom keyword 2022-10-23 19:40:00 +02:00
Damian at mba
8f35819ddf add shape_freedom arg to .swap() 2022-10-23 19:38:31 +02:00
Damian at mba
04d93f0445 for k* samplers, estimate step_index from sigma 2022-10-23 16:26:50 +02:00
Lincoln Stein
7e27f189cf minor fixes to inpaint code
1. If tensors are passed to inpaint as init_image and/or init_mask, then
   the post-generation image fixup code will be skipped.

2. Post-generation image fixup will work with either a black and white "L"
   or "RGB"  mask, or an "RGBA" mask.
2022-10-23 09:33:15 -04:00
Lincoln Stein
9472945299 ported code refactor changes from PR #1221
- pass a PIL.Image to img2img and inpaint rather than tensor
- To support clipseg, inpaint needs to accept an "L" or "1" format
  mask. Made the appropriate change.
2022-10-23 09:33:15 -04:00
Lincoln Stein
f25c1f900f add support for loading VAE autoencoders
To add a VAE autoencoder to an existing model:

1. Download the appropriate autoencoder and put it into
   models/ldm/stable-diffusion

   Note that you MUST use a VAE that was written for the
   original CompViz Stable Diffusion codebase. For v1.4,
   that would be the file named vae-ft-mse-840000-ema-pruned.ckpt
   that you can download from https://huggingface.co/stabilityai/sd-vae-ft-mse-original

2. Edit config/models.yaml to contain the following stanza, modifying `weights`
   and `vae` as required to match the weights and vae model file names. There is
   no requirement to rename the VAE file.

~~~
stable-diffusion-1.4:
  weights: models/ldm/stable-diffusion-v1/sd-v1-4.ckpt
  description: Stable Diffusion v1.4
  config: configs/stable-diffusion/v1-inference.yaml
  vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
  width: 512
  height: 512
~~~

3. Alternatively from within the `invoke.py` CLI, you may use the command
   `!editmodel stable-diffusion-1.4` to bring up a simple editor that will
   allow you to add the path to the VAE.

4. If you are just installing InvokeAI for the first time, you can also
   use `!import_model models/ldm/stable-diffusion/sd-v1.4.ckpt` instead
   to create the configuration from scratch.

5. That's it!
2022-10-23 09:33:15 -04:00
Kyle Schouviller
493eaa7389 Improve inpainting by color-correcting result and pasting init image over result using mask 2022-10-23 09:33:15 -04:00
Lincoln Stein
ce6d618e3b outcropping improvements
- catch syntax errors in the outcrop coordinates
- work (after a fashion) on non-Invoke generated images
2022-10-23 09:33:00 -04:00
wfng92
8254ca9492 Removed duplicate fix_func for MPS 2022-10-23 09:32:59 -04:00
Damian at mba
7d677a63b8 cross attention control options 2022-10-23 14:58:25 +02:00
Lincoln Stein
93cba3fba5
Kyle0654 inpaint improvement - with refactoring from PR #1221 (#1)
* Removed duplicate fix_func for MPS

* add support for loading VAE autoencoders

To add a VAE autoencoder to an existing model:

1. Download the appropriate autoencoder and put it into
   models/ldm/stable-diffusion

   Note that you MUST use a VAE that was written for the
   original CompViz Stable Diffusion codebase. For v1.4,
   that would be the file named vae-ft-mse-840000-ema-pruned.ckpt
   that you can download from https://huggingface.co/stabilityai/sd-vae-ft-mse-original

2. Edit config/models.yaml to contain the following stanza, modifying `weights`
   and `vae` as required to match the weights and vae model file names. There is
   no requirement to rename the VAE file.

~~~
stable-diffusion-1.4:
  weights: models/ldm/stable-diffusion-v1/sd-v1-4.ckpt
  description: Stable Diffusion v1.4
  config: configs/stable-diffusion/v1-inference.yaml
  vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
  width: 512
  height: 512
~~~

3. Alternatively from within the `invoke.py` CLI, you may use the command
   `!editmodel stable-diffusion-1.4` to bring up a simple editor that will
   allow you to add the path to the VAE.

4. If you are just installing InvokeAI for the first time, you can also
   use `!import_model models/ldm/stable-diffusion/sd-v1.4.ckpt` instead
   to create the configuration from scratch.

5. That's it!

* ported code refactor changes from PR #1221

- pass a PIL.Image to img2img and inpaint rather than tensor
- To support clipseg, inpaint needs to accept an "L" or "1" format
  mask. Made the appropriate change.

* minor fixes to inpaint code

1. If tensors are passed to inpaint as init_image and/or init_mask, then
   the post-generation image fixup code will be skipped.

2. Post-generation image fixup will work with either a black and white "L"
   or "RGB"  mask, or an "RGBA" mask.

Co-authored-by: wfng92 <43742196+wfng92@users.noreply.github.com>
2022-10-22 20:09:38 -07:00
Lincoln Stein
3e48b9ff85 cut over from karras to model noise schedule for higher steps
The k_samplers come with a "karras" noise schedule which performs
very well at low step counts but becomes noisy at higher ones.

This commit introduces a threshold (currently 30 steps) at which the
k samplers will switch over from using karras to the older model
noise schedule.
2022-10-22 23:02:50 -04:00
Lincoln Stein
a6e7aa8f97
Merge branch 'development' into patch-1 2022-10-22 19:28:50 -04:00
Lincoln Stein
51fdbe22d2 add support for loading VAE autoencoders
To add a VAE autoencoder to an existing model:

1. Download the appropriate autoencoder and put it into
   models/ldm/stable-diffusion

   Note that you MUST use a VAE that was written for the
   original CompViz Stable Diffusion codebase. For v1.4,
   that would be the file named vae-ft-mse-840000-ema-pruned.ckpt
   that you can download from https://huggingface.co/stabilityai/sd-vae-ft-mse-original

2. Edit config/models.yaml to contain the following stanza, modifying `weights`
   and `vae` as required to match the weights and vae model file names. There is
   no requirement to rename the VAE file.

~~~
stable-diffusion-1.4:
  weights: models/ldm/stable-diffusion-v1/sd-v1-4.ckpt
  description: Stable Diffusion v1.4
  config: configs/stable-diffusion/v1-inference.yaml
  vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
  width: 512
  height: 512
~~~

3. Alternatively from within the `invoke.py` CLI, you may use the command
   `!editmodel stable-diffusion-1.4` to bring up a simple editor that will
   allow you to add the path to the VAE.

4. If you are just installing InvokeAI for the first time, you can also
   use `!import_model models/ldm/stable-diffusion/sd-v1.4.ckpt` instead
   to create the configuration from scratch.

5. That's it!
2022-10-22 19:27:46 -04:00
Kyle Schouviller
3b01e6e423 Improve inpainting by color-correcting result and pasting init image over result using mask 2022-10-22 14:56:33 -07:00
Lincoln Stein
2e14ba8716 Let the text-to-mask .mask.png file be used as a mask
Ironically, the black and white mask file generated by the
`invoke> !mask` command could not be passed as the mask to
`img2img`. This is now fixed and the documentation updated.
2022-10-22 13:53:23 -04:00
Lincoln Stein
7308022bc7 outcropping improvements
- catch syntax errors in the outcrop coordinates
- work (after a fashion) on non-Invoke generated images
2022-10-22 13:38:32 -04:00
Damian at mba
8273c04575 wip implementing options in diffuse step 2022-10-22 12:15:34 +02:00
Damian at mba
ee7d4d712a parsing CrossAttentionControlSubstitute options works 2022-10-22 11:27:56 +02:00
Lincoln Stein
554445a985 remove debug statement 2022-10-21 21:31:41 -04:00
Lincoln Stein
b2bf2b08ff Merge branch 'model-switching' into development 2022-10-21 21:27:59 -04:00
wfng92
e7573ac90f
Removed duplicate fix_func for MPS 2022-10-22 09:03:31 +08:00
Damian at mba
cdb664f6e5 Merge branch 'development' into fix-prompts 2022-10-21 21:34:09 +02:00
Lincoln Stein
1ca517d73b Merge branch 'fix-high-step-count' of https://github.com/holstvoogd/InvokeAI into holstvoogd-fix-high-step-count 2022-10-21 13:58:00 -04:00
Lincoln Stein
c9f9eed04e resolve numerous small merge bugs
- This merges PR #882

Coauthor: ArDiouscuros
2022-10-21 12:57:15 -04:00
Lincoln Stein
55db9dba0a Merge branch 'Improved-fetch-and-option-to-replay-commands-from-file' of https://github.com/ArDiouscuros/stable-diffusion into ArDiouscuros-Improved-fetch-and-option-to-replay-commands-from-file
- various small conflicts fixed
2022-10-21 10:12:35 -04:00
Damian at mba
64051d081c cleanup 2022-10-21 15:07:11 +02:00
Lincoln Stein
ddb007af65
Merge branch 'development' into fix-high-step-count 2022-10-21 06:55:17 -04:00
Damian at mba
e574a1574f txt2mask.py now tracking development again 2022-10-21 12:42:07 +02:00
Damian at mba
2bf9f1f0d8 rename StrcuturedConditioning to ExtraConditioningInfo 2022-10-21 12:18:40 +02:00
Damian at mba
8142b72bcd Merge remote-tracking branch 'upstream/development' into fix-prompts 2022-10-21 11:59:44 +02:00
Damian at mba
dc2f30a34e put back txt2mask import 2022-10-21 11:59:42 +02:00
Lincoln Stein
be7de4849c
Merge branch 'development' into model-switching 2022-10-21 00:55:52 -04:00
Lincoln Stein
83e6ab08aa further improvements to model loading
- code for committing config changes to models.yaml now in module
  rather than in invoke script
- model marked "default" is now loaded if model not specified on
  command line
- uncache changed models when edited, so that they reload properly
- removed liaon from models.yaml and added stable-diffusion-1.5
2022-10-21 00:28:54 -04:00
Damian at mba
b385fdd7de non-normalized blend 2022-10-21 04:34:53 +02:00
Damian at mba
d965540103 more blend fixes 2022-10-21 04:23:19 +02:00
Damian at mba
404d59b1b8 fix blend 2022-10-21 04:18:17 +02:00
Damian at mba
4c1267338b bring in attention etc. 2022-10-21 03:54:13 +02:00
Damian at mba
2e0b1c4c8b ok now we're cooking 2022-10-21 03:29:50 +02:00
Damian at mba
da75876639 better support for word.swap(otherWord) without parantheses or quotes 2022-10-21 00:08:28 +02:00
Jan Skurovec
d4d1014c9f fix for 'model is not defined' when loading embedding 2022-10-20 17:31:46 -04:00
wfng92
3e0a7b6229 Correct color channels in upscale using array slicing 2022-10-20 16:52:07 -04:00
Damian at mba
da88097aba fix prompt handling in conditioning.py 2022-10-20 21:41:32 +02:00
Damian at mba
3f13dd3ae8 prompt parsing is now much more robust 2022-10-20 21:05:36 +02:00
Damian at mba
79b4afeae7 parser working with basic escapes 2022-10-20 16:56:34 +02:00
Damian at mba
da223dfe81 wip re-writing parts of prompt parser 2022-10-20 15:56:46 +02:00
Lincoln Stein
a357bf4f19 add !mask command to view output of clipseg
- The !mask command takes an image path, a text prompt, and
  (optionally) a masking threshold. It creates a mask over the region
  indicated by the prompt, and outputs several files that show which
  regions will be masked by the chosen prompt and threshold.

- The mask images should not be passed directly to img2img because
  they are designed for visualization only. Instead, use the
  --text_mask option to pass the selected prompt and threshold.

- See docs/features/INPAINTING.md for details.
2022-10-20 06:56:50 -04:00
Lincoln Stein
2ca4242f5f fix clipseg loading problems
- The directory "models" in the main InvokeAI directory was conflicting
  with loading "models.clipseg". To fix this issue, I have renamed the
  models.clipseg to clipseg_models.clipseg, and applied this change to
  the 'models-rename' branch of invoke-ai's fork of clipseg.
2022-10-20 06:56:50 -04:00
Damian at mba
c9d27634b4 bring in prompt parser from fix-prompts branch
attention is parsed but ignored, blends old syntax doesn't work,
	  conjunctions are parsed but ignored, the only part that's used
	  here is the new .blend() syntax and cross-attention control
	  using .swap()
2022-10-20 12:01:48 +02:00
psychedelicious
87469a5fdd Flips channels using array slicing instead of using OpenCV 2022-10-19 23:44:47 -04:00
psychedelicious
4101127011 Corrects color channels in face restoration; Fixes #1167 2022-10-19 23:32:57 -04:00
Damian at mba
42883545f9 add prompt language support for cross-attention .swap 2022-10-20 01:42:04 +02:00
Damian at mba
61357e4e6e be less verbose when assembling prompt 2022-10-19 21:12:07 +02:00
Damian at mba
c6ae9f1176 remove unnecessary assertion 2022-10-19 21:12:07 +02:00
Damian at mba
11d7e6b92f undo unwanted changes 2022-10-19 21:12:07 +02:00
Damian at mba
c3b992db96 Squashed commit of the following:
commit 9bb0b5d0036c4dffbb72ce11e097fae4ab63defd
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Sat Oct 15 23:43:41 2022 +0200

    undo local_files_only stuff

commit eed93f5d30c34cfccaf7497618ae9af17a5ecfbb
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Sat Oct 15 23:40:37 2022 +0200

    Revert "Merge branch 'development-invoke' into fix-prompts"

    This reverts commit 7c40892a9f184f7e216f14d14feb0411c5a90e24, reversing
    changes made to e3f2dd62b0548ca6988818ef058093a4f5b022f2.

commit f06d6024e345c69e6d5a91ab5423925a68ee95a7
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Thu Oct 13 23:30:16 2022 +0200

    more efficiently handle multiple conditioning

commit 5efdfcbcd980ce6202ab74e7f90e7415ce7260da
Merge: b9c0dc5 ac08bb6
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Thu Oct 13 14:51:01 2022 +0200

    Merge branch 'optional-disable-karras-schedule' into fix-prompts

commit ac08bb6fd25e19a9d35cf6c199e66500fb604af1
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Thu Oct 13 14:50:43 2022 +0200

    append '*use_model_sigmas*' to prompt string to use model sigmas

commit 70d8c05a3ff329409f76204f4af94e55d468ab8b
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Thu Oct 13 12:12:17 2022 +0200

    make karras scheduling switchable

    commit d60df54f69 replaced the model's
    own scheduling with karras scheduling. this has changed image generation
    (seems worse now?)

    this commit wraps the change in a bool.

commit b9c0dc5f1a658a0e6c3936000e9ae559e1c7a1db
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 20:16:00 2022 +0200

    add test of more complex conjunction

commit 9ac0c15cc0d7b5f6df3289d3ad474260972a17be
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 17:18:25 2022 +0200

    improve comments

commit ad33bce60590b87b2a93e90f16dc9d3e935d04a5
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 17:04:46 2022 +0200

    put back thresholding stuff

commit 4852c698a325049834ba0d4b358f07210bc7171a
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 14:25:02 2022 +0200

    notes on improving conjunction efficiency

commit a53bb1e5b68025d09642b935ae6a9a015cfaf2d6
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 14:14:33 2022 +0200

    optional weights support for Conjunction

commit fec79ab15e4f0c84dd61cb1b45a5e6a72ae4aaeb
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 12:07:27 2022 +0200

    fix blend error and log parsing output

commit 1f751c2a039f9c97af57b18e0f019512631d5a25
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 10:33:33 2022 +0200

    fix broken euler sampler

commit 02f8148d17efe4b6bde8d29b827092a0626363ee
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 10:24:20 2022 +0200

    cleanup prompt parser

commit 8028d49ae6c16c0d6ec9c9de9c12d56c32201421
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Wed Oct 12 10:14:18 2022 +0200

    explicit conjunction, improve flattening logic

commit 8a1710892185f07eb77483f7edae0fc4d6bbb250
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 22:59:30 2022 +0200

    adapt multi-conditioning to also work with ddim

commit 53802a839850d0d1ff017c6bafe457c4bed750b0
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 22:31:42 2022 +0200

    unconditioning is also fancy-prompt-syntaxable

commit 7c40892a9f184f7e216f14d14feb0411c5a90e24
Merge: e3f2dd6 dbe0da4
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 21:39:54 2022 +0200

    Merge branch 'development-invoke' into fix-prompts

commit e3f2dd62b0548ca6988818ef058093a4f5b022f2
Merge: eef0e48 06f542e
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 21:38:09 2022 +0200

    Merge remote-tracking branch 'upstream/development' into fix-prompts

commit eef0e484c2eaa1bd4e0e0b1d3f8d7bba38478144
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 21:26:25 2022 +0200

    fix run-on paren-less attention, add some comments

commit fd29afdf0e9f5e0cdc60239e22480c36ca0aaeca
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 21:03:02 2022 +0200

    python 3.9 compatibility

commit 26f7646eef7f39bc8f7ce805e747df0f723464da
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 20:58:42 2022 +0200

    first pass connecting PromptParser to conditioning

commit ae53dff3796d7b9a5e7ed30fa1edb0374af6cd8d
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 20:51:15 2022 +0200

    update frontend dist

commit 9be4a59a2d76f49e635474b5984bfca826a5dab4
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 19:01:39 2022 +0200

    fix issues with correctness checking FlattenedPrompt

commit 3be212323eab68e72a363a654124edd9809e4cf0
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 18:43:16 2022 +0200

    parsing nested seems to work pretty ok

commit acd73eb08cf67c27cac8a22934754321256f56a9
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 18:26:17 2022 +0200

    wip introducing FlattenedPrompt class

commit 71698d5c7c2ac855b690d8ef67e8830148c59eda
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 15:59:42 2022 +0200

    recursive attention weighting seems to actually work

commit a4e1ec6b20deb7cc0cd12737bdbd266e56144709
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 15:06:24 2022 +0200

    now apparently almost supported nested attention

commit da76fd1ddf22a3888cdc08fd4fed38d8b178e524
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 11 13:23:37 2022 +0200

    wip prompt parsing

commit dbe0da4572c2ac22f26a7afd722349a5680a9e47
Author: Kyle Schouviller <kyle0654@hotmail.com>
Date:   Mon Oct 10 22:32:35 2022 -0700

    Adding node-based invocation apps

commit 8f2a2ffc083366de74d7dae471b50b6f98a7c5f8
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Mon Oct 10 19:03:18 2022 +0200

    fix merge issues

commit 73118dee2a8f4891700756e014caf1c9ca629267
Merge: fd00844 12413b0
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Mon Oct 10 12:42:48 2022 +0200

    Merge remote-tracking branch 'upstream/development' into fix-prompts

commit fd0084413541013c2cf71e006af0392719bef53d
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Mon Oct 10 12:39:38 2022 +0200

    wip prompt parsing

commit 0be9363db9307859d2b65cffc6af01f57d7873a4
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Mon Oct 10 03:20:06 2022 +0200

    better +/- attention parsing

commit 5383f691874a58ab01cda1e4fac6cf330146526a
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Mon Oct 10 02:27:47 2022 +0200

    prompt parser seems to work

commit 591d098a33ce35462428d8c169501d8ed73615ab
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Sun Oct 9 20:25:37 2022 +0200

    supports weighting unconditioning, cross-attention with |

commit 7a7220563aa05a2980235b5b908362f66b728309
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Sun Oct 9 18:15:56 2022 +0200

    i think cross attention might be working?

commit 951ed391e7126bff228c18b2db304ad28d59644a
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Sun Oct 9 16:04:54 2022 +0200

    weighted CFG denoiser working with a single item

commit ee532a0c2827368c9e45a6a5f3975666402873da
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Sun Oct 9 06:33:40 2022 +0200

    wip probably doesn't work or compile

commit 14654bcbd207b9ca28a6cbd37dbd967d699b062d
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Fri Oct 7 18:11:48 2022 +0200

    use tan() to calculate embedding weight for <1 attentions

commit 1a8e76b31aa5abf5150419ebf3b29d4658d07f2b
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Fri Oct 7 16:14:54 2022 +0200

    fix bad math.max reference

commit f697ff896875876ccaa1e5527405bdaa7ed27cde
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Fri Oct 7 15:55:57 2022 +0200

    respect http[s]x protocol when making socket.io middleware

commit 41d3dd4eeae8d4efb05dfb44fc6d8aac5dc468ab
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Fri Oct 7 13:29:54 2022 +0200

    fractional weighting works, by blending with prompts excluding the word

commit 087fb6dfb3e8f5e84de8c911f75faa3e3fa3553c
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Fri Oct 7 10:52:03 2022 +0200

    wip doing weights <1 by averaging with conditioning absent the lower-weighted fragment

commit 3c49e3f3ec7c18dc60f3e18ed2f7f0d97aad3a47
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Fri Oct 7 10:36:15 2022 +0200

    notate CFGDenoiser, perhaps

commit d2bcf1bb522026ebf209ad0103f6b370383e5070
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Thu Oct 6 05:04:47 2022 +0200

    hack blending syntax to test attention weighting more extensively

commit 94904ef2cf917f74ec23ef7a570e12ff8255b048
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Thu Oct 6 04:56:37 2022 +0200

    conditioning works, apparently

commit 7c6663ddd70f665fd1308b6dd74f92ca393a8df5
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Thu Oct 6 02:20:24 2022 +0200

    attention weighting, definitely works in positive direction

commit 5856d453a9b020bc1a28ff643ae1f58c12c9be73
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 4 19:02:14 2022 +0200

    wip bubbling weights down

commit a2ed14fd9b7d3cb36b6c5348018b364c76d1e892
Author: Damian at mba <damian@frey.NOSPAMco.nz>
Date:   Tue Oct 4 17:35:39 2022 +0200

    bring in changes from PC
2022-10-19 21:12:07 +02:00
Damian at mba
1ffd4a9e06 refactored single diffusion path seems to be working for all samplers 2022-10-19 21:08:03 +02:00
Damian at mba
147d39cb7c wip refactoring shared InvokeAI diffuser mixin to component 2022-10-19 21:08:03 +02:00
Damian at mba
824cb201b1 pass img2img ddim/plms edited conditioning through kwargs 2022-10-19 21:08:03 +02:00
Damian at mba
582880b314 add cross-attention support to im2img; prevent inpainting from crashing 2022-10-19 21:08:03 +02:00
Damian at mba
2b79a716aa wip hi-res fix 2022-10-19 21:08:03 +02:00
Damian at mba
d572af2acf fix cross-attention on k* samplers 2022-10-19 21:08:03 +02:00
Damian at mba
54e6a68acb wip bringing cross-attention to PLMS and DDIM 2022-10-19 21:08:03 +02:00
Damian at mba
09f62032ec cleanup and clarify comments 2022-10-19 21:08:03 +02:00
Damian at mba
711ffd238f cleanup 2022-10-19 21:08:03 +02:00
Damian at mba
056cb0d8a8 sliced cross-attention wrangler works 2022-10-19 21:08:03 +02:00
Damian at mba
37a204324b go back to using InvokeAI attention 2022-10-19 21:08:03 +02:00
Damian at mba
1fc1f8bf05 cross-attention working with placeholder {} syntax 2022-10-19 21:06:42 +02:00
Damian at mba
8ff507b03b runs but doesn't work properly - see below for test prompt
test prompt:
"a cat sitting on a car {a dog sitting on a car}" -W 384 -H 256 -s 10 -S 12346 -A k_euler
note that substition of dog for cat is currently hard-coded (ksampler.py
	line 43-44)
2022-10-19 21:06:42 +02:00
Damian at mba
33d6603fef cleanup initial experiments 2022-10-19 21:06:42 +02:00
Damian at mba
b0b1993918 initial experiments 2022-10-19 21:06:42 +02:00
Lincoln Stein
92d4dfaabf Merge branch 'asymmetric-tiling' of https://github.com/carson-katri/InvokeAI into carson-katri-asymmetric-tiling 2022-10-19 13:46:07 -04:00
Lincoln Stein
62dd3b7d7d resolve models.clipseg vs clipseg ambiguity 2022-10-18 23:09:26 -04:00
Carson Katri
15aa7593f6
Merge branch 'development' into asymmetric-tiling 2022-10-18 22:37:18 -04:00
Lincoln Stein
9b3ac92c24
fix incorrect import of clipseg 2022-10-18 19:28:30 -04:00
Carson Katri
9d19213b8a Merge branch 'development' of github.com:lstein/stable-diffusion into asymmetric-tiling 2022-10-18 13:34:10 -04:00
Lincoln Stein
3a1003f702 Fix typo
Taken from `main` PR #1147 
Author: eltociear
2022-10-18 08:29:26 -04:00
Lincoln Stein
20551857da add clipseg support for creating inpaint masks from text
On the command line, the new option is --text_mask or -tm.
Example:

```
invoke> a baseball -I /path/to/still_life.png -tm orange
```

This will find the orange fruit in the still life painting and replace
it with an image of a baseball.
2022-10-18 08:27:48 -04:00
Lincoln Stein
32122e0312 clipseg library and environment in place 2022-10-18 08:27:48 -04:00
Lincoln Stein
230de023ff resolve doc conflicts during merge 2022-10-18 08:27:33 -04:00
Lincoln Stein
e6fc8af249
Fix typo
Taken from `main` PR #1147 
Author: eltociear
2022-10-18 08:08:58 -04:00
wfng92
1c2bd275fe Fix img2img DDIM index out of bound
Added a [community solution](https://github.com/CompVis/stable-diffusion/issues/111#issuecomment-1229483511) to fix index out of bound when doing img2img generation with `ddim` sampler. Also, restored `steps_out` to be `ddim_timesteps + 1` since the removal was meant to fix the [1000 steps issue](https://github.com/CompVis/stable-diffusion/issues/111)
2022-10-17 22:32:15 -04:00
Lincoln Stein
0cf11ce488 add option to CLI and pngwriter that allows user to set PNG compression level
- In CLI: the argument is --png_compression <0..9> (-z<0..9>)
- In API, pass `compress_level` to PngWriter.save_image_and_prompt_to_png()

Compression ranges from 0 (no compression) to 9 (maximum compression).
Default value is 6 (as specified by Pillow package).

This addresses an issue first raised in #652.
2022-10-17 22:27:47 -04:00
Carson Katri
3b79b935a3
Merge branch 'development' into asymmetric-tiling 2022-10-17 20:15:42 -04:00
Carson Katri
99581dbbf7 Split seamless config into separate file 2022-10-17 19:31:20 -04:00
db3000
9e599c65c5 Only output facetool parameters if enhancing faces 2022-10-17 11:49:07 -04:00
Carson Katri
e03a3fcf68 Add seamless_axes options 2022-10-16 22:45:18 -04:00
Lincoln Stein
ef2058824a add a strength value to inpaint_replace
- --inpaint_replace 0.X will cause inpainting to ignore what is under
  the masked region with a strength ranging from 0 (don't ignore at all)
  to 1.0 (ignore completely)
- sync with upstream development
- update docs
2022-10-16 10:06:47 -04:00
Lincoln Stein
6f93dc7712 cleanup inpainting and img2img
- add a `--inpaint_replace` option that fills masked regions with
  latent noise. This allows radical changes to inpainted regions
  at the cost of losing context.
- fix up readline, arg processing and metadata writing to accommodate
  this change
- fixed bug in storage and retrieval of variations, discovered incidentally
  during testing
- update documentation
2022-10-16 08:50:55 -04:00
Conor Reid
a3a50bb886 Update generate.py
Fixed spelling mistake (open source king)
2022-10-15 16:02:14 -04:00
Lincoln Stein
a705a5a0aa enhance support for model switching and editing
- Error checks for invalid model
- Add !del_model command to invoke.py
- Add del_model() method to model_cache
- Autocompleter kept in sync with model addition/subtraction.
2022-10-15 15:46:29 -04:00
Lincoln Stein
c4fb8e304b fix noisy images at high step counts
At step counts greater than ~75, the ksamplers start producing noisy
images when using the Karras noise schedule. This PR reverts to using
the model's own noise schedule, which eliminates the problem at the
cost of slowing convergence at lower step counts.

This PR also introduces a new CLI `--save_intermediates <n>' argument,
which will save every nth intermediate image into a subdirectory
named `intermediates/<image_prefix>'.

Addresses issue #1083.
2022-10-14 16:19:45 -04:00
Lincoln Stein
fe2a2cfc8b
Merge branch 'development' into model-switching 2022-10-14 13:18:59 -04:00
Lincoln Stein
32dab7d4bf close #1094, dangling gfpgan_strength reference 2022-10-14 07:45:10 -04:00
db3000
ce5e57d828 Generalize facetool strength argument 2022-10-14 00:03:06 -04:00
Lincoln Stein
e98fe9c22d fix noisy images at high step counts
At step counts greater than ~75, the ksamplers start producing noisy
images when using the Karras noise schedule. This PR reverts to using
the model's own noise schedule, which eliminates the problem at the
cost of slowing convergence at lower step counts.

This PR also introduces a new CLI `--save_intermediates <n>' argument,
which will save every nth intermediate image into a subdirectory
named `intermediates/<image_prefix>'.

Addresses issue #1083.
2022-10-14 00:01:59 -04:00
Lincoln Stein
6afc0f9b38 add ability to import and edit alternative models online
- !import_model <path/to/model/weights> will import a new model,
  prompt the user for its name and description, write it to the
  models.yaml file, and load it.

- !edit_model <model_name> will bring up a previously-defined model
  and prompt the user to edit its descriptive fields.

Example of !import_model

<pre>
invoke> <b>!import_model models/ldm/stable-diffusion-v1/model-epoch08-float16.ckpt</b>
>> Model import in process. Please enter the values needed to configure this model:

Name for this model: <b>waifu-diffusion</b>
Description of this model: <b>Waifu Diffusion v1.3</b>
Configuration file for this model: <b>configs/stable-diffusion/v1-inference.yaml</b>
Default image width: <b>512</b>
Default image height: <b>512</b>
>> New configuration:
waifu-diffusion:
  config: configs/stable-diffusion/v1-inference.yaml
  description: Waifu Diffusion v1.3
  height: 512
  weights: models/ldm/stable-diffusion-v1/model-epoch08-float16.ckpt
  width: 512
OK to import [n]? <b>y</b>
>> Caching model stable-diffusion-1.4 in system RAM
>> Loading waifu-diffusion from models/ldm/stable-diffusion-v1/model-epoch08-float16.ckpt
   | LatentDiffusion: Running in eps-prediction mode
   | DiffusionWrapper has 859.52 M params.
   | Making attention of type 'vanilla' with 512 in_channels
   | Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
   | Making attention of type 'vanilla' with 512 in_channels
   | Using faster float16 precision
</pre>

Example of !edit_model

<pre>
invoke> <b>!edit_model waifu-diffusion</b>
>> Editing model waifu-diffusion from configuration file ./configs/models.yaml
description: <b>Waifu diffusion v1.4beta</b>
weights: models/ldm/stable-diffusion-v1/<b>model-epoch10-float16.ckpt</b>
config: configs/stable-diffusion/v1-inference.yaml
width: 512
height: 512

>> New configuration:
waifu-diffusion:
  config: configs/stable-diffusion/v1-inference.yaml
  description: Waifu diffusion v1.4beta
  weights: models/ldm/stable-diffusion-v1/model-epoch10-float16.ckpt
  height: 512
  width: 512

OK to import [n]? y
>> Caching model stable-diffusion-1.4 in system RAM
>> Loading waifu-diffusion from models/ldm/stable-diffusion-v1/model-epoch10-float16.ckpt
...
</pre>
2022-10-13 23:48:07 -04:00
Lincoln Stein
916f5bfbb2 gracefully recover from failed model load 2022-10-13 12:27:04 -04:00
Jan Skurovec
cac3f5fc61 fix for "1 leaked semaphore objects to clean up at shutdown" on M1
Implements fix by @Any-Winter-4079 referenced in https://github.com/invoke-ai/InvokeAI/issues/1016#issuecomment-1276825640
2022-10-13 13:33:59 +02:00
hipsterusername
7e33560010 Hires Addition
Updated ImageMetaDataViewer with correct values
Updated tooltip text
Add arguments for Hires & Seamless Metadata
2022-10-13 23:57:24 +13:00
Daniel Manzke
057fc95aa3 Print out the device type which is used
Print out the device type which is used for generating images.
2022-10-12 20:36:43 -04:00
CapableWeb
6c0dd9b5ef Add back old dream.py as legacy_api.py
This commit "reverts" the new API changes by extracting the old
functionality into new files.

The work is based on the commit `803a51d5adca7e6e28491fc414fd3937bee7cb79`

PngWriter regained PromptFormatter as old server used that.

`server_legacy.py` is the old server that `dream.py` used.

Finally `legacy_api.py` is what `dream.py` used to be at the mentioned
commit.

One manually run test has been added in order to be able to test
compatibility with the old API, currently just testing that the API
endpoint works the same way + the image hash is the same as it used to
be before.
2022-10-12 20:35:56 -04:00
Lincoln Stein
1c102c71fc final fixups to memory_cache
- fixed backwards calculation of minimum available memory
- only execute m.padding adjustment code once upon load
2022-10-12 15:56:06 -04:00
Lincoln Stein
aa6aa68753 proposed fix to work on mps systems 2022-10-12 11:08:27 -04:00
Lincoln Stein
b537e92789 move tokenizer into cpu cache as well 2022-10-12 03:03:29 -04:00
Lincoln Stein
488334710b enable fast switching between models in invoke.py
- This PR enables two new commands in the invoke.py script

 !models         -- list the available models and their cache status
 !switch <model> -- switch to the indicated model

Example:

 invoke> !models
   laion400m            not loaded  Latent Diffusion LAION400M model
   stable-diffusion-1.4     active  Stable Diffusion inference model version 1.4
   waifu-1.3                cached  Waifu anime model version 1.3
 invoke> !switch waifu-1.3
   >> Caching model stable-diffusion-1.4 in system RAM
   >> Retrieving model waifu-1.3 from system RAM cache

The name and descriptions of the models are taken from
`config/models.yaml`. A future enhancement to `model_cache.py` will be
to enable new model stanzas to be added to the file
programmatically. This will be useful for the WebGUI.

More details:

- Use fast switching algorithm described in PR #948
- Models are selected using their configuration stanza name
  given in models.yaml.
- To avoid filling up CPU RAM with cached models, this PR
  implements an LRU cache that monitors available CPU RAM.
- The caching code allows the minimum value of available RAM
  to be adjusted, but invoke.py does not currently have a
  command-line argument that allows you to set it. The
  minimum free RAM is arbitrarily set to 2 GB.
- Add optional description field to configs/models.yaml

Unrelated fixes:
- Added ">>" to CompViz model loading messages in order to make user experience
  more consistent.
- When generating an image greater than defaults, will only warn about possible
  VRAM filling the first time.
- Fixed bug that was causing help message to be printed twice. This involved
  moving the import line for the web backend into the section where it is
  called.

Coauthored by: @ArDiouscuros
2022-10-12 02:37:42 -04:00
Lincoln Stein
b9e910b5f4 add mostly functional model caching module 2022-10-11 17:24:10 -04:00
Jan Skurovec
101cac6a21 reintroduce fix for m1 from PR#579 missing after merge
Make results reproducible (so runs with the same seed produce the same result).
Implements fix by @wbowling referenced in https://github.com/invoke-ai/InvokeAI/issues/397#issuecomment-1240679294
2022-10-11 23:00:20 +02:00
Jan Skurovec
8ea07f3bb0 reintroduce fix for m1 from PR#579 missing after merge
Make results reproducible (so runs with the same seed produce the same result).
Implements fix by @wbowling referenced in https://github.com/invoke-ai/InvokeAI/issues/397#issuecomment-1240679294
2022-10-11 21:50:59 +02:00
Lincoln Stein
c5344acb25 run make_schedule() if it hasn't already been called
- fixes #984
2022-10-09 15:30:23 -04:00
Lincoln Stein
8faa06fb15 Merge branch 'main' into development
- this syncs documentation and code
2022-10-09 14:47:27 -04:00
ArDiouscuros
0b7ca6a326 Allow user to generate images with initial noise as on M1 / mps system 2022-10-09 12:25:22 -04:00
Peter Baylies
27f62999c9 * Fix for Perlin noise issue for cuda as well. 2022-10-09 08:24:02 -04:00
Peter Baylies
89d130edf4 * Fix for Perlin noise issue for cuda as well. 2022-10-09 08:23:23 -04:00
Rainer Bernhardt
0e551a3844
Merge branch 'development' into fnformat 2022-10-09 13:43:09 +02:00
Lincoln Stein
31869885d9 enhance the in-line -h command help text
- the prompt argument comes before the optional arguments
- usage statement shows 'invoke>' rather than 'invoke.py'
- use pydoc pager to help display long help message
2022-10-08 13:55:05 -04:00
Lincoln Stein
4c026d9d92 enhance the in-line -h command help text
- the prompt argument comes before the optional arguments
- usage statement shows 'invoke>' rather than 'invoke.py'
- use pydoc pager to help display long help message
2022-10-08 13:53:56 -04:00
Lincoln Stein
2b1aaf4ee7 rename all modules from ldm.dream to ldm.invoke
- scripts and documentation updated to match
- ran preflight checks on both web and CLI and seems to be working
2022-10-08 11:37:23 -04:00
Lincoln Stein
98fe044dee rebrand CLI from "dream" to "invoke"
- rename dream.py to invoke.py
- create a compatibility script named dream.py that execs() invoke.py
- redo documentation
- change help message in args
- this does **not** rename the libraries, which are still ldm.dream.util, etc
2022-10-08 09:32:06 -04:00
ArDiouscuros
02b1040264 Fix typo in ldm/dream/readline.py during merge, add more exception handling 2022-10-08 13:41:31 +02:00
ArDiouscuros
dfd5899611
Merge branch 'development' into Improved-fetch-and-option-to-replay-commands-from-file 2022-10-08 13:26:22 +02:00
Lincoln Stein
7a701506a4 restore ability of ksamplers to process -v variation options
- supersedes PR #977
- works with both img2img and txt2img
2022-10-07 16:25:58 -04:00
Lincoln Stein
5157cbeda1 restore ability of ksamplers to process -v variation options
- supersedes #977
2022-10-07 16:21:16 -04:00
Lincoln Stein
3d7bc074cf autorotate init images using exif orientation tag 2022-10-07 12:06:50 -04:00
Lincoln Stein
b296933ba0 autorotate init images using exif orientation tag 2022-10-07 12:06:40 -04:00
Jakub Kolčář
70bb7f4a61 fixed perlin noise generation for mps (macos) - fix for cpu fallback 2022-10-07 10:36:45 -04:00
Jakub Kolčář
45cc867b0c fixed perlin noise generation for mps (macos) - fix for cpu fallback 2022-10-07 10:35:42 -04:00
Rainer Bernhardt
173dc34194
Merge branch 'development' into fnformat 2022-10-07 15:39:41 +02:00
Lincoln Stein
333219be35 fix broken image generation on plms and ddim samplers 2022-10-07 08:26:53 -04:00
spezialspezial
c1230da3ab remove duplicated code 2022-10-07 08:13:34 -04:00
spezialspezial
a7515624b2 remove duplicated code 2022-10-07 08:12:55 -04:00
Lincoln Stein
9f34ddfcea fix crash on len(Nonetype) in k_sampler 2022-10-07 08:05:13 -04:00
plucked
395445e7b0 using string.format for filename formatting 2022-10-07 09:24:39 +00:00
plucked
89c6c11214 feat: adding filename format template 2022-10-07 08:32:39 +00:00
Lincoln Stein
c6a7be63b8 fix crash in generate._transparency_check_and_warning() 2022-10-06 21:00:27 -04:00
Lincoln Stein
75165957c9 Revert "realesrgan inherits precision setting from main program"
This reverts commit 5f42d08945.

This fix was intended to solve issue #939, in which ESRGAN generates
dark images when upscaling 4X on certain GTX cards. However, the fix
apparently causes conflicts with some versions of the ESRGAN library,
and this fix will have to wait until after release of 2.0.
2022-10-06 20:52:38 -04:00
Lincoln Stein
d60df54f69 fix k_samplers in img2img - probably correct now 2022-10-06 18:53:54 -04:00
Lincoln Stein
7541c7cf5d fix k_samplers in img2img - probably correct now 2022-10-06 18:31:04 -04:00
Lincoln Stein
440065f7f8 revert previous change 2022-10-06 14:57:06 -04:00
Lincoln Stein
2c27e759cd fix #889 - fuzzy k* img2img at low strength 2022-10-06 14:16:56 -04:00
Lincoln Stein
5f42d08945 realesrgan inherits precision setting from main program 2022-10-06 12:23:30 -04:00
Lincoln Stein
2154dd2349 prevent crashes due to uninitialized free_gpu_mem 2022-10-06 10:54:05 -04:00
Lincoln Stein
f3050fefce bug and warning message fixes
- txt2img2img back to using DDIM as img2img sampler; results produced
  by some k* samplers are just not reliable enough for good user
  experience
- img2img progress message clarifies why img2img steps taken != steps requested
- warn of potential problems when user tries to run img2img on a small init image
2022-10-06 10:39:08 -04:00
Arthur Holstvoogd
595d15455a Fix generation of image with s>1000 2022-10-06 15:49:35 +02:00
Lincoln Stein
183b98384f set perlin & threshold to zero on generator initialization 2022-10-06 09:35:04 -04:00
Lincoln Stein
a99aab6309 enable --hires to use k* samplers 2022-10-05 20:10:21 -04:00
ArDiouscuros
5a40f7ad15 Fix for crashes in txt2img hires fix mode 2022-10-05 20:10:06 -04:00
Lincoln Stein
2f29b78a00 enable --hires to use k* samplers 2022-10-05 17:18:32 -04:00
ArDiouscuros
bcb6e2e506 Fix for crashes in txt2img hires fix mode 2022-10-05 17:13:43 -04:00
Lincoln Stein
44e3995425 remove dangling -V from normalized dream command 2022-10-05 00:48:17 -04:00
Lincoln Stein
5dd9e30c2f Merge branch 'development' of github.com:invoke-ai/InvokeAI into development 2022-10-04 22:58:09 -04:00
Lincoln Stein
f368f682e1 remove unecessary import of pyreadline3 2022-10-04 22:53:07 -04:00
Lincoln Stein
d16f0c8a8f add enhancements to CLI command-line completion and history
- Added support for pyreadline3 so that Window users can benefit.
- Added the !search command to search the history for a matching string:
~~~
!search puppies
[20] puppies at the food bowl -Ak_lms
[54] house overrun by hungry puppies -C20 -s100
~~~
- Added the !clear command to clear the in-memory and on-disk
  command history.
2022-10-04 22:53:07 -04:00
Lincoln Stein
18e667f98e fix miscellaneous regressions:
- embiggen needs to use ddim sampler due to low step count
- --hires_fix option needs to be written to log and command string
- fix call signature of _init_image_mask()
2022-10-04 22:48:19 -04:00
Lincoln Stein
a09c64a1fe merge outcropping and postprocessing fixes 2022-10-04 22:47:21 -04:00
Lincoln Stein
4c482fe24a refactor how postprocessors work
- similar call structures for outpainting, outcropping and face restoration modules
- added documentation for outcropping
- post-processing steps now leave a provenance chain (of sorts) in the sd-metadata field:

~~~
scripts/sd-metadata.py outputs/img-samples/curly.942491079.upscale.png
outputs/img-samples/curly.942491079.upscale.png:
 {
    "model": "stable diffusion",
    "model_id": "stable-diffusion-1.4",
    "model_hash": "fe4efff1e174c627256e44ec2991ba279b3816e364b49f9be2abc0b3ff3f8556",
    "app_id": "lstein/stable-diffusion",
    "app_version": "v1.15",
    "image": {
        "height": 512,
        "width": 512,
        "steps": 50,
        "cfg_scale": 7.5,
        "seed": 942491079,
        "prompt": [
            {
                "prompt": "pretty curly-haired redhead woman",
                "weight": 1.0
            }
        ],
        "postprocessing": [
            {
                "tool": "outcrop",
                "dream_command": "!fix \"test-pictures/curly.png\" -s 50 -S 942491079 -W 512 -H 512 -C 7.5 -A k_lms -c top 64 right 64"
            },
            {
                "tool": "gfpgan",
                "dream_command": "!fix \"outputs/img-samples/curly.942491079.outcrop-02.png\" -s 50 -S 942491079 -W 512 -H 512 -C 7.5 -A k_lms -G 0.8"
            },
            {
                "tool": "upscale",
                "dream_command": "!fix \"outputs/img-samples/curly.942491079.gfpgan.png\" -s 50 -S 942491079 -W 512 -H 512 -C 7.5 -A k_lms -U 4.0 0.75"
            }
        ],
        "sampler": "k_lms",
        "variations": [],
        "type": "txt2img"
    }
}
~~~
2022-10-04 22:37:25 -04:00
Lincoln Stein
609983ffa8 add outcrop postprocessor 2022-10-04 22:37:25 -04:00
Lincoln Stein
0f9bff66bc Merge branch 'development' of github.com:pbaylies/stable-diffusion into pbaylies-development 2022-10-04 22:31:11 -04:00
Peter Baylies
5d911b43c0
Merge branch 'development' into development 2022-10-04 18:40:42 -04:00
Lincoln Stein
483097f31c fix off-by-one error 2022-10-05 00:15:47 +02:00
Lincoln Stein
7a3eae4572 revert to original k* noise schedule 2022-10-05 00:15:47 +02:00
Peter Baylies
db349aa3ce * Fix meshgrid warning for perlin noise. 2022-10-04 16:58:22 -04:00
Peter Baylies
b5c114c5b7 * Changes for PR 2022-10-04 14:37:32 -04:00
Lincoln Stein
f34279b3e7 add perlin options to formatted dream cmd 2022-10-04 14:32:18 -04:00
Peter Baylies
f041510659
Merge branch 'development' into development 2022-10-03 23:53:19 -04:00
Lincoln Stein
feb405f19a reorder mask creation and scaling to avoid deleting colors under transparency 2022-10-03 23:29:09 -04:00
blessedcoolant
b8e4c13746 Add New WebUI and Desktop Mode
Co-Authored-By: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2022-10-03 23:28:53 -04:00
Lincoln Stein
0a217b5f15 Merge branch 'Any-Winter-4079-Textual_Inversion' of github.com:Any-Winter-4079/InvokeAI into development 2022-10-03 19:43:46 -04:00
psychedelicious
88a9f33422 Fixes #875 2022-10-03 19:42:12 -04:00
Lincoln Stein
ea67040ef1 restore behavior of --grid argument 2022-10-03 17:09:48 -04:00
Peter Baylies
e79069a957
Merge branch 'development' into development 2022-10-03 08:33:44 -04:00
Lincoln Stein
1ab09e7a06 use right value for step arg in img_callback in decode() 2022-10-03 05:47:32 -04:00
Lincoln Stein
7c6dbcb14a use right value for step arg in img_callback 2022-10-03 05:46:23 -04:00
Lincoln Stein
8e97bc24a4 restore step argument to step_callback 2022-10-03 05:38:43 -04:00
ArDiouscuros
935a9d3c75 Update !fetch command, add documentation and autocomplete list
-- !fetch takes second optional argument name of the file to save commands to
2022-10-03 10:38:22 +02:00
Lincoln Stein
5a88be3744 fix typo which caused crash in sampler.py 2022-10-02 22:31:11 -04:00
psychedelicious
8ba5e385ec Fixes #877 2022-10-02 16:55:23 -04:00
Lincoln Stein
a0f4af087c restore use of sampler.decode() in img2img 2022-10-02 14:58:21 -04:00
Lincoln Stein
958d7650dd img2img works with all samplers, inpainting working with ddim & plms
- img2img confirmed working with all samplers
- inpainting working on ddim & plms. Changes to k-diffusion
  module seem to be needed for inpainting support.
- switched k-diffuser noise schedule to original karras schedule,
  which reduces the step number needed for good results
2022-10-02 14:58:21 -04:00
Peter Baylies
e246e7c8b9
Merge branch 'development' into development 2022-10-01 19:26:46 -04:00
Lincoln Stein
1a0cf1320b improve behavior and fix bugs in CLI history handling and completion
-if readline.set_auto_history() is not implemented, as in pyreadline3, will fall
back gracefully to automatic history saving. The only issue with this is that
-!history commands will be recorded in the history.
-!fetch on missing file no longer crashes script
-!history is now one of the autocomplete commands
-.dream_history now stored in output directory rather than ~user directory.

An important limitation of the last feature is that the history is
loaded and saved to the .dream_history file in the --outdir directory
specified at script launch time. It is not swapped around when the
--outdir is changed during the session.
2022-10-01 15:24:04 -04:00
Lincoln Stein
fe28c5fbdc add documentation 2022-10-01 15:21:57 -04:00
ArDiouscuros
a626533cd4 Hi res mode fix duplicates with img2img scaling
Add message about interpolation size

Fix crash if sampler not set to DDIM, change parameter name to hires_fix

Hi res mode fix duplicates with img2img scaling
2022-10-01 11:56:59 +02:00
Peter Baylies
22b290daad
Merge branch 'development' into development 2022-09-30 17:14:34 -04:00
Lincoln Stein
6197f81ba0 improve behavior and fix bugs in CLI history handling and completion
-if readline.set_auto_history() is not implemented, as in pyreadline3, will fall
back gracefully to automatic history saving. The only issue with this is that
-!history commands will be recorded in the history.
-!fetch on missing file no longer crashes script
-!history is now one of the autocomplete commands
-.dream_history now stored in output directory rather than ~user directory.

An important limitation of the last feature is that the history is
loaded and saved to the .dream_history file in the --outdir directory
specified at script launch time. It is not swapped around when the
--outdir is changed during the session.
2022-09-30 16:09:38 -04:00
Peter Baylies
b09491ec45
Merge branch 'development' into development 2022-09-29 17:38:26 -04:00
Lincoln Stein
8c9f2ae705 fix duplicate files created during upscaling/facial reconstruction
- When --save_orig *not* provided during image generation with
  upscaling/face fixing, an extra image file was being created. This
  PR fixes the problem.

- Also generalizes the tab autocomplete for image paths such that
  autocomplete searches the output directory for all path-modifying
  options except for --outdir.
2022-09-29 17:29:04 -04:00
Peter Baylies
d3a4311c3d * Counteract recent bit-rot and churn negatively affecting my PR, as per feedback. 2022-09-28 19:47:36 -04:00
Lincoln Stein
b947290801
Merge branch 'development' into development 2022-09-28 17:35:30 -04:00
Lincoln Stein
6b56d45d85 Merge branch 'development' of github.com:invoke-ai/InvokeAI into development 2022-09-28 15:09:10 -04:00
Lincoln Stein
5f4bca0147 make CLI help text shorter to improve readability 2022-09-28 14:56:52 -04:00
Lincoln Stein
98271a0267 fix crash that occurs in write_log when user interrupts generation with ^C 2022-09-28 14:56:52 -04:00
Lincoln Stein
743342816b add documentation and bug fixes
- normalized how filenames are written out when postprocessing invoked
- various fixes of bugs encountered during testing
- updated documentation
- updated help text
2022-09-28 14:56:51 -04:00
Lincoln Stein
fe00a8c05c implement history viewing & replaying in CLI
- Enhance tab completion functionality
- Each of the switches that read a filepath (e.g. --init_img) will trigger file path completion. The
  -S switch will display a list of recently-used seeds.
- Added new !fetch command to retrieve the metadata from a previously-generated image and populate the
  readline linebuffer with the appropriate editable command to regenerate.
- Added new !history command to display previous commands and reload them for modification.
- The !fetch and !fix commands both autocomplete *and* search automatically through the current
  outdir for files.
- The completer maintains a list of recently used seeds and will try to autocomplete them.
2022-09-28 14:56:27 -04:00
blessedcoolant
acc5199f85 Integrate New WebUI with dream.py 2022-09-28 14:55:37 -04:00
Lincoln Stein
6e4dc229e2 remove dangling debug statement 2022-09-28 14:55:37 -04:00
Lincoln Stein
6e54f504e7
Merge branch 'development' into webui-integration 2022-09-28 14:21:00 -04:00
Lincoln Stein
f93963cd6b make CLI help text shorter to improve readability 2022-09-28 14:20:12 -04:00
Lincoln Stein
e49e83e944 fix crash that occurs in write_log when user interrupts generation with ^C 2022-09-28 14:20:12 -04:00
Lincoln Stein
dff4850a82 add documentation and bug fixes
- normalized how filenames are written out when postprocessing invoked
- various fixes of bugs encountered during testing
- updated documentation
- updated help text
2022-09-28 14:20:12 -04:00
Lincoln Stein
800f9615c2 implement history viewing & replaying in CLI
- Enhance tab completion functionality
- Each of the switches that read a filepath (e.g. --init_img) will trigger file path completion. The
  -S switch will display a list of recently-used seeds.
- Added new !fetch command to retrieve the metadata from a previously-generated image and populate the
  readline linebuffer with the appropriate editable command to regenerate.
- Added new !history command to display previous commands and reload them for modification.
- The !fetch and !fix commands both autocomplete *and* search automatically through the current
  outdir for files.
- The completer maintains a list of recently used seeds and will try to autocomplete them.
2022-09-28 14:20:12 -04:00
Peter Baylies
29336387be
Merge branch 'development' into development 2022-09-28 08:16:42 -04:00
blessedcoolant
af8383c770 Integrate New WebUI with dream.py 2022-09-28 16:06:41 +13:00
Lincoln Stein
3491a1688b Merge branch 'development' of github.com:invoke-ai/InvokeAI into development 2022-09-27 18:15:14 -04:00
Lincoln Stein
ac1999929f remove dangling debug statement 2022-09-27 18:13:45 -04:00
Any-Winter-4079
e19aab4a9b Textual Inversion for M1
Update main.py

Update ddpm.py

Update personalized.py

Update personalized_style.py

Update v1-finetune.yaml

Update environment-mac.yaml

Rename v1-finetune.yaml to v1-m1-finetune.yaml

Create v1-finetune.yaml

Update main.py

Update main.py

Update environment-mac.yaml

Update v1-inference.yaml
2022-09-27 01:39:17 +02:00
Peter Baylies
be99d5a4bd
Merge branch 'development' into development 2022-09-26 09:21:15 -04:00
Lincoln Stein
14616f4178 make metadata retrieval more robust to changes in storage format
- args.py will now attempt to return a metadata-containing Args
  object using the following methods:

1. By looking for the 'sd-metadata' tag in the PNG info
2. By looking from the 'Dream' tag
3. As a last resort, fetch the seed from the filename and assume
   defaults for all other options.
2022-09-26 04:18:23 -04:00
blessedcoolant
d80fff70f2 ESRGAN Improvements 2022-09-26 03:28:23 -04:00
Lincoln Stein
d63897fc39 tweaks to get embiggen to work with new development changes PR #553
- swapped out calls to choose_autocast()
- fixed call to retrieve_png_metadata() so as to recover original prompt

Original author: @travco
2022-09-26 03:25:26 -04:00
Lincoln Stein
fdf6a542bf
Merge branch 'development' into main 2022-09-26 02:26:13 -04:00
ArDiouscuros
485fe67c92 Add workaround low memory crash during image saving
Sample model moved to cpu before processing samples to image
2022-09-26 02:15:51 -04:00
Peter Baylies
47408bb568
Merge branch 'development' into development 2022-09-24 22:11:18 -04:00
David Burnett
636c356aaf facexlib and codeformer are broken on mps currently, force CPU device. 2022-09-24 21:22:24 +02:00
Mihail Dumitrescu
66dac1884b Fix Generate.sample_to_image crash.
Build the base generator in same place and way as other generators to reduce the chance of missed arguments in the future.
Fixes crash with display in-progress images, though note the feature still doesn't work for other reasons.
2022-09-24 05:20:28 -04:00
blessedcoolant
b1d1063a25 Fix CodeFormer not working if GFPGAN is enabeld 2022-09-24 05:19:07 -04:00
Lincoln Stein
0678b24ebb
Merge branch 'development' into fix-empty-prompt-exception 2022-09-24 05:12:57 -04:00
blessedcoolant
53b4c3cc60 Upgrade GFPGAN to Version 1.4 2022-09-24 05:09:45 -04:00
Kyle Lacy
d117d23469 Fix exception when inpainting with DDIM sampler 2022-09-24 05:02:02 -04:00
Lincoln Stein
16a06ba66e fix typo 2022-09-24 05:00:57 -04:00
Kyle Lacy
6858c14d94 Allow Generate to take images as readers or Image instances 2022-09-24 05:00:57 -04:00
Lincoln Stein
bf21a0bf02 fix resizing of inpainting mask
- change image resampling method for mask shrinkage to prevent
  artifacts at edge of mask

Addresses #625
2022-09-24 04:37:34 -04:00
Peter Baylies
880142708d
Merge branch 'development' into development 2022-09-23 15:41:06 -04:00
Lincoln Stein
e69aa94800
Merge branch 'development' into fix-empty-prompt-exception 2022-09-23 13:18:02 +02:00
blessedcoolant
cd8be1d0e9 Restoration Modules are now optional 2022-09-23 10:51:41 +02:00
unknown
413064cf45 Web stub for first_seed argument per b93f04e 2022-09-23 09:38:32 +02:00
Lincoln Stein
40b3d07900
Merge branch 'development' into fix-empty-prompt-exception 2022-09-23 09:36:15 +02:00
Kyle Lacy
5f22a72188
Fix division by zero when using an empty prompt 2022-09-22 17:15:28 -07:00
Peter Baylies
88e3b6d310
Merge branch 'development' into development 2022-09-21 17:47:14 -04:00
Lincoln Stein
0ab5f2159d fix img2img incorrectly loading previous prompt 2022-09-21 15:18:59 -04:00