- Added new documentation for textual inversion training process
- Move `main.py` into the deprecated scripts folder
- Fix bug in `textual_inversion.py` which was causing it to not load
the globals module correctly.
- Sort models alphabetically in console front end
- Only show diffusers models in console front end
* docs: Fix links to pip and Conda installation methods
* docs: Improve installation script readability
This commit adds a space between `-m` option and the module name.
* docs: Fix alignments of step 4 & 9 in `pip` installation method
* docs: Rewrite step 10 of the ` pip` installation method
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
* initial commit of DiffusionPipeline class
* spike: proof of concept using diffusers for txt2img
* doc: type hints for Generator
* refactor(model_cache): factor out load_ckpt
* model_cache: add ability to load a diffusers model pipeline
and update associated things in Generate & Generator to not instantly fail when that happens
* model_cache: fix model default image dimensions
* txt2img: support switching diffusers schedulers
* diffusers: let the scheduler do its scaling of the initial latents
Remove IPNDM scheduler; it is not behaving.
* web server: update image_progress callback for diffusers data
* diffusers: restore prompt weighting feature
* diffusers: fix set-sampler error following model switch
* diffusers: use InvokeAIDiffuserComponent for conditioning
* cross_attention_control: stub (no-op) implementations for diffusers
* model_cache: let offload_model work with DiffusionPipeline, sorta.
* models.yaml.example: add diffusers-format model, set as default
* test-invoke-conda: use diffusers-format model
test-invoke-conda: put huggingface-token where the library can use it
* environment-mac: upgrade to diffusers 0.7 (from 0.6)
this was already done for linux; mac must have been lost in the merge.
* preload_models: explicitly load diffusers models
In non-interactive mode too, as long as you're logged in.
* fix(model_cache): don't check `model.config` in diffusers format
clean-up from recent merge.
* diffusers integration: support img2img
* dev: upgrade to diffusers 0.8 (from 0.7.1)
We get to remove some code by using methods that were factored out in the base class.
* refactor: remove backported img2img.get_timesteps
now that we can use it directly from diffusers 0.8.1
* ci: use diffusers model
* dev: upgrade to diffusers 0.9 (from 0.8.1)
* lint: correct annotations for Python 3.9.
* lint: correct AttributeError.name reference for Python 3.9.
* CI: prefer diffusers-1.4 because it no longer requires a token
The RunwayML models still do.
* build: there's yet another place to update requirements?
* configure: try to download models even without token
Models in the CompVis and stabilityai repos no longer require them. (But runwayml still does.)
* configure: add troubleshooting info for config-not-found
* fix(configure): prepend root to config path
* fix(configure): remove second `default: true` from models example
* CI: simplify test-on-push logic now that we don't need secrets
The "test on push but only in forks" logic was only necessary when tests didn't work for PRs-from-forks.
* create an embedding_manager for diffusers
* internal: avoid importing diffusers DummyObject
see https://github.com/huggingface/diffusers/issues/1479
* fix "config attributes…not expected" diffusers warnings.
* fix deprecated scheduler construction
* work around an apparent MPS torch bug that causes conditioning to have no effect
* 🚧 post-rebase repair
* preliminary support for outpainting (no masking yet)
* monkey-patch diffusers.attention and use Invoke lowvram code
* add always_use_cpu arg to bypass MPS
* add cross-attention control support to diffusers (fails on MPS)
For unknown reasons MPS produces garbage output with .swap(). Use
--always_use_cpu arg to invoke.py for now to test this code on MPS.
* diffusers support for the inpainting model
* fix debug_image to not crash with non-RGB images.
* inpainting for the normal model [WIP]
This seems to be performing well until the LAST STEP, at which point it dissolves to confetti.
* 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.
* refactor common CrossAttention stuff into a mixin so that the old ldm code can still work if necessary
* inpainting for the normal model. I think it works this time.
* diffusers: reset num_vectors_per_token
sync with 44a0055571
* diffusers: txt2img2img (hires_fix)
with so much slicing and dicing of pipeline methods to stitch them together
* refactor(diffusers): reduce some code duplication amongst the different tasks
* fixup! refactor(diffusers): reduce some code duplication amongst the different tasks
* diffusers: enable DPMSolver++ scheduler
* diffusers: upgrade to diffusers 0.10, add Heun scheduler
* diffusers(ModelCache): stopgap to make from_cpu compatible with diffusers
* CI: default to diffusers-1.5 now that runwayml token requirement is gone
* diffusers: update to 0.10 (and transformers to 4.25)
* diffusers: use xformers when available
diffusers no longer auto-enables this as of 0.10.2.
* diffusers: make masked img2img behave better with multi-step schedulers
re-randomizing the noise each step was confusing them.
* diffusers: work more better with more models.
fixed relative path problem with local models.
fixed models on hub not always having a `fp16` branch.
* diffusers: stopgap fix for attention_maps_callback crash after recent merge
* fixup import merge conflicts
correction for 061c5369a2
* test: add tests/inpainting inputs for masked img2img
* diffusers(AddsMaskedGuidance): partial fix for k-schedulers
Prevents them from crashing, but results are still hot garbage.
* fix --safety_checker arg parsing
and add note to diffusers loader about where safety checker gets called
* generate: fix import error
* CI: don't try to read the old init location
* diffusers: support loading an alternate VAE
* CI: remove sh-syntax if-statement so it doesn't crash powershell
* CI: fold strings in yaml because backslash is not line-continuation in powershell
* attention maps callback stuff for diffusers
* build: fix syntax error in environment-mac
* diffusers: add INITIAL_MODELS with diffusers-compatible repos
* re-enable the embedding manager; closes#1778
* Squashed commit of the following:
commit e4a956abc37fcb5cf188388b76b617bc5c8fda7d
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 15:43:07 2022 +0100
import new load handling from EmbeddingManager and cleanup
commit c4abe91a5ba0d415b45bf734068385668b7a66e6
Merge: 032e856e 1efc6397
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 15:09:53 2022 +0100
Merge branch 'feature_textual_inversion_mgr' into dev/diffusers_with_textual_inversion_manager
commit 032e856eefb3bbc39534f5daafd25764bcfcef8b
Merge: 8b4f0fe9 bc515e24
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 15:08:01 2022 +0100
Merge remote-tracking branch 'upstream/dev/diffusers' into dev/diffusers_with_textual_inversion_manager
commit 1efc6397fc6e61c1aff4b0258b93089d61de5955
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 15:04:28 2022 +0100
cleanup and add performance notes
commit e400f804ac471a0ca2ba432fd658778b20c7bdab
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 14:45:07 2022 +0100
fix bug and update unit tests
commit deb9ae0ae1016750e93ce8275734061f7285a231
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 14:28:29 2022 +0100
textual inversion manager seems to work
commit 162e02505dec777e91a983c4d0fb52e950d25ff0
Merge: cbad4583 12769b3d
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 11:58:03 2022 +0100
Merge branch 'main' into feature_textual_inversion_mgr
commit cbad45836c6aace6871a90f2621a953f49433131
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 11:54:10 2022 +0100
use position embeddings
commit 070344c69b0e0db340a183857d0a787b348681d3
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 11:53:47 2022 +0100
Don't crash CLI on exceptions
commit b035ac8c6772dfd9ba41b8eeb9103181cda028f8
Author: Damian Stewart <d@damianstewart.com>
Date: Sun Dec 18 11:11:55 2022 +0100
add missing position_embeddings
commit 12769b3d3562ef71e0f54946b532ad077e10043c
Author: Damian Stewart <d@damianstewart.com>
Date: Fri Dec 16 13:33:25 2022 +0100
debugging why it don't work
commit bafb7215eabe1515ca5e8388fd3bb2f3ac5362cf
Author: Damian Stewart <d@damianstewart.com>
Date: Fri Dec 16 13:21:33 2022 +0100
debugging why it don't work
commit 664a6e9e14
Author: Damian Stewart <d@damianstewart.com>
Date: Fri Dec 16 12:48:38 2022 +0100
use TextualInversionManager in place of embeddings (wip, doesn't work)
commit 8b4f0fe9d6e4e2643b36dfa27864294785d7ba4e
Author: Damian Stewart <d@damianstewart.com>
Date: Fri Dec 16 12:48:38 2022 +0100
use TextualInversionManager in place of embeddings (wip, doesn't work)
commit ffbe1ab11163ba712e353d89404e301d0e0c6cdf
Merge: 6e4dad60023df37e
Author: Damian Stewart <d@damianstewart.com>
Date: Fri Dec 16 02:37:31 2022 +0100
Merge branch 'feature_textual_inversion_mgr' into dev/diffusers
commit 023df37eff
Author: Damian Stewart <d@damianstewart.com>
Date: Fri Dec 16 02:36:54 2022 +0100
cleanup
commit 05fac594ea
Author: Damian Stewart <d@damianstewart.com>
Date: Fri Dec 16 02:07:49 2022 +0100
tweak error checking
commit 009f32ed39
Author: damian <null@damianstewart.com>
Date: Thu Dec 15 21:29:47 2022 +0100
unit tests passing for embeddings with vector length >1
commit beb1b08d9a
Author: Damian Stewart <d@damianstewart.com>
Date: Thu Dec 15 13:39:09 2022 +0100
more explicit equality tests when overwriting
commit 44d8a5a7c8
Author: Damian Stewart <d@damianstewart.com>
Date: Thu Dec 15 13:30:13 2022 +0100
wip textual inversion manager (unit tests passing for 1v embedding overwriting)
commit 417c2b57d9
Author: Damian Stewart <d@damianstewart.com>
Date: Thu Dec 15 12:30:55 2022 +0100
wip textual inversion manager (unit tests passing for base stuff + padding)
commit 2e80872e3b
Author: Damian Stewart <d@damianstewart.com>
Date: Thu Dec 15 10:57:57 2022 +0100
wip new TextualInversionManager
* stop using WeightedFrozenCLIPEmbedder
* store diffusion models locally
- configure_invokeai.py reconfigured to store diffusion models rather than
CompVis models
- hugging face caching model is used, but cache is set to ~/invokeai/models/repo_id
- models.yaml does **NOT** use path, just repo_id
- "repo_name" changed to "repo_id" to following hugging face conventions
- Models are loaded with full precision pending further work.
* allow non-local files during development
* path takes priority over repo_id
* MVP for model_cache and configure_invokeai
- Feature complete (almost)
- configure_invokeai.py downloads both .ckpt and diffuser models,
along with their VAEs. Both types of download are controlled by
a unified INITIAL_MODELS.yaml file.
- model_cache can load both type of model and switches back and forth
in CPU. No memory leaks detected
TO DO:
1. I have not yet turned on the LocalOnly flag for diffuser models, so
the code will check the Hugging Face repo for updates before using the
locally cached models. This will break firewalled systems. I am thinking
of putting in a global check for internet connectivity at startup time
and setting the LocalOnly flag based on this. It would be good to check
updates if there is connectivity.
2. I have not gone completely through INITIAL_MODELS.yaml to check which
models are available as diffusers and which are not. So models like
PaperCut and VoxelArt may not load properly. The runway and stability
models are checked, as well as the Trinart models.
3. Add stanzas for SD 2.0 and 2.1 in INITIAL_MODELS.yaml
REMAINING PROBLEMS NOT DIRECTLY RELATED TO MODEL_CACHE:
1. When loading a .ckpt file there are lots of messages like this:
Warning! ldm.modules.attention.CrossAttention is no longer being
maintained. Please use InvokeAICrossAttention instead.
I'm not sure how to address this.
2. The ckpt models ***don't actually run*** due to the lack of special-case
support for them in the generator objects. For example, here's the hard
crash you get when you run txt2img against the legacy waifu-diffusion-1.3
model:
```
>> An error occurred:
Traceback (most recent call last):
File "/data/lstein/InvokeAI/ldm/invoke/CLI.py", line 140, in main
main_loop(gen, opt)
File "/data/lstein/InvokeAI/ldm/invoke/CLI.py", line 371, in main_loop
gen.prompt2image(
File "/data/lstein/InvokeAI/ldm/generate.py", line 496, in prompt2image
results = generator.generate(
File "/data/lstein/InvokeAI/ldm/invoke/generator/base.py", line 108, in generate
image = make_image(x_T)
File "/data/lstein/InvokeAI/ldm/invoke/generator/txt2img.py", line 33, in make_image
pipeline_output = pipeline.image_from_embeddings(
File "/home/lstein/invokeai/.venv/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1265, in __getattr__
raise AttributeError("'{}' object has no attribute '{}'".format(
AttributeError: 'LatentDiffusion' object has no attribute 'image_from_embeddings'
```
3. The inpainting diffusion model isn't working. Here's the output of "banana
sushi" when inpainting-1.5 is loaded:
```
Traceback (most recent call last):
File "/data/lstein/InvokeAI/ldm/generate.py", line 496, in prompt2image
results = generator.generate(
File "/data/lstein/InvokeAI/ldm/invoke/generator/base.py", line 108, in generate
image = make_image(x_T)
File "/data/lstein/InvokeAI/ldm/invoke/generator/txt2img.py", line 33, in make_image
pipeline_output = pipeline.image_from_embeddings(
File "/data/lstein/InvokeAI/ldm/invoke/generator/diffusers_pipeline.py", line 301, in image_from_embeddings
result_latents, result_attention_map_saver = self.latents_from_embeddings(
File "/data/lstein/InvokeAI/ldm/invoke/generator/diffusers_pipeline.py", line 330, in latents_from_embeddings
result: PipelineIntermediateState = infer_latents_from_embeddings(
File "/data/lstein/InvokeAI/ldm/invoke/generator/diffusers_pipeline.py", line 185, in __call__
for result in self.generator_method(*args, **kwargs):
File "/data/lstein/InvokeAI/ldm/invoke/generator/diffusers_pipeline.py", line 367, in generate_latents_from_embeddings
step_output = self.step(batched_t, latents, guidance_scale,
File "/home/lstein/invokeai/.venv/lib/python3.9/site-packages/torch/autograd/grad_mode.py", line 27, in decorate_context
return func(*args, **kwargs)
File "/data/lstein/InvokeAI/ldm/invoke/generator/diffusers_pipeline.py", line 409, in step
step_output = self.scheduler.step(noise_pred, timestep, latents, **extra_step_kwargs)
File "/home/lstein/invokeai/.venv/lib/python3.9/site-packages/diffusers/schedulers/scheduling_lms_discrete.py", line 223, in step
pred_original_sample = sample - sigma * model_output
RuntimeError: The size of tensor a (9) must match the size of tensor b (4) at non-singleton dimension 1
```
* proper support for float32/float16
- configure script now correctly detects user's preference for
fp16/32 and downloads the correct diffuser version. If fp16
version not available, falls back to fp32 version.
- misc code cleanup and simplification in model_cache
* add on-the-fly conversion of .ckpt to diffusers models
1. On-the-fly conversion code can be found in the file ldm/invoke/ckpt_to_diffusers.py.
2. A new !optimize command has been added to the CLI. Should be ported to Web GUI.
User experience on the CLI is this:
```
invoke> !optimize /home/lstein/invokeai/models/ldm/stable-diffusion-v1/sd-v1-4.ckpt
INFO: Converting legacy weights file /home/lstein/invokeai/models/ldm/stable-diffusion-v1/sd-v1-4.ckpt to optimized diffuser model.
This operation will take 30-60s to complete.
Success. Optimized model is now located at /home/lstein/tmp/invokeai/models/optimized-ckpts/sd-v1-4
Writing new config file entry for sd-v1-4...
>> New configuration:
sd-v1-4:
description: Optimized version of sd-v1-4
format: diffusers
path: /home/lstein/tmp/invokeai/models/optimized-ckpts/sd-v1-4
OK to import [n]? y
>> Verifying that new model loads...
>> Current VRAM usage: 2.60G
>> Offloading stable-diffusion-2.1 to CPU
>> Loading diffusers model from /home/lstein/tmp/invokeai/models/optimized-ckpts/sd-v1-4
| Using faster float16 precision
You have disabled the safety checker for <class 'ldm.invoke.generator.diffusers_pipeline.StableDiffusionGeneratorPipeline'> by passing `safety_checker=None`. Ensure that you abide to the conditions of the Stable Diffusion \
license and do not expose unfiltered results in services or applications open to the public. Both the diffusers team and Hugging Face strongly recommend to keep the safety filter enabled in all public facing circumstances,\
disabling it only for use-cases that involve analyzing network behavior or auditing its results. For more information, please have a look at https://github.com/huggingface/diffusers/pull/254 .
| training width x height = (512 x 512)
>> Model loaded in 3.48s
>> Max VRAM used to load the model: 2.17G
>> Current VRAM usage:2.17G
>> Textual inversions available:
>> Setting Sampler to k_lms (LMSDiscreteScheduler)
Keep model loaded? [y]
```
* add parallel set of generator files for ckpt legacy generation
* generation using legacy ckpt models now working
* diffusers: fix missing attention_maps_callback
fix for 23eb80b404
* associate legacy CrossAttention with .ckpt models
* enable autoconvert
New --autoconvert CLI option will scan a designated directory for
new .ckpt files, convert them into diffuser models, and import
them into models.yaml.
Works like this:
invoke.py --autoconvert /path/to/weights/directory
In ModelCache added two new methods:
autoconvert_weights(config_path, weights_directory_path, models_directory_path)
convert_and_import(ckpt_path, diffuser_path)
* diffusers: update to diffusers 0.11 (from 0.10.2)
* fix vae loading & width/height calculation
* refactor: encapsulate these conditioning data into one container
* diffusers: fix some noise-scaling issues by pushing the noise-mixing down to the common function
* add support for safetensors and accelerate
* set local_files_only when internet unreachable
* diffusers: fix error-handling path when model repo has no fp16 branch
* fix generatorinpaint error
Fixes :
"ModuleNotFoundError: No module named 'ldm.invoke.generatorinpaint'
https://github.com/invoke-ai/InvokeAI/pull/1583#issuecomment-1363634318
* quench diffuser safety-checker warning
* diffusers: support stochastic DDIM eta parameter
* fix conda env creation on macos
* fix cross-attention with diffusers 0.11
* diffusers: the VAE needs to be tiling as well as the U-Net
* diffusers: comment on subfolders
* diffusers: embiggen!
* diffusers: make model_cache.list_models serializable
* diffusers(inpaint): restore scaling functionality
* fix requirements clash between numba and numpy 1.24
* diffusers: allow inpainting model to do non-inpainting tasks
* start expanding model_cache functionality
* add import_ckpt_model() and import_diffuser_model() methods to model_manager
- in addition, model_cache.py is now renamed to model_manager.py
* allow "recommended" flag to be optional in INITIAL_MODELS.yaml
* configure_invokeai now downloads VAE diffusers in advance
* rename ModelCache to ModelManager
* remove support for `repo_name` in models.yaml
* check for and refuse to load embeddings trained on incompatible models
* models.yaml.example: s/repo_name/repo_id
and remove extra INITIAL_MODELS now that the main one has diffusers models in it.
* add MVP textual inversion script
* refactor(InvokeAIDiffuserComponent): factor out _combine()
* InvokeAIDiffuserComponent: implement threshold
* InvokeAIDiffuserComponent: diagnostic logs for threshold
...this does not look right
* add a curses-based frontend to textual inversion
- not quite working yet
- requires npyscreen installed
- on windows will also have the windows-curses requirement, but not added
to requirements yet
* add curses-based interface for textual inversion
* fix crash in convert_and_import()
- This corrects a "local variable referenced before assignment" error
in model_manager.convert_and_import()
* potential workaround for no 'state_dict' key error
- As reported in https://github.com/huggingface/diffusers/issues/1876
* create TI output dir if needed
* Update environment-lin-cuda.yml (#2159)
Fixing line 42 to be the proper order to define the transformers requirement: ~= instead of =~
* diffusers: update sampler-to-scheduler mapping
based on https://github.com/huggingface/diffusers/issues/277#issuecomment-1371428672
* improve user exp for ckt to diffusers conversion
- !optimize_models command now operates on an existing ckpt file entry in models.yaml
- replaces existing entry, rather than adding a new one
- offers to delete the ckpt file after conversion
* web: adapt progress callback to deal with old generator or new diffusers pipeline
* clean-up model_manager code
- add_model() verified to work for .ckpt local paths,
.ckpt remote URLs, diffusers local paths, and
diffusers repo_ids
- convert_and_import() verified to work for local and
remove .ckpt files
* handle edge cases for import_model() and convert_model()
* add support for safetensor .ckpt files
* fix name error
* code cleanup with pyflake
* improve model setting behavior
- If the user enters an invalid model name at startup time, will not
try to load it, warn, and use default model
- CLI UI enhancement: include currently active model in the command
line prompt.
* update test-invoke-pip.yml
- fix model cache path to point to runwayml/stable-diffusion-v1-5
- remove `skip-sd-weights` from configure_invokeai.py args
* exclude dev/diffusers from "fail for draft PRs"
* disable "fail on PR jobs"
* re-add `--skip-sd-weights` since no space
* update workflow environments
- include `INVOKE_MODEL_RECONFIGURE: '--yes'`
* clean up model load failure handling
- Allow CLI to run even when no model is defined or loadable.
- Inhibit stack trace when model load fails - only show last error
- Give user *option* to run configure_invokeai.py when no models
successfully load.
- Restart invokeai after reconfiguration.
* further edge-case handling
1) only one model in models.yaml file, and that model is broken
2) no models in models.yaml
3) models.yaml doesn't exist at all
* fix incorrect model status listing
- "cached" was not being returned from list_models()
- normalize handling of exceptions during model loading:
- Passing an invalid model name to generate.set_model() will return
a KeyError
- All other exceptions are returned as the appropriate Exception
* CI: do download weights (if not already cached)
* diffusers: fix scheduler loading in offline mode
* CI: fix model name (no longer has `diffusers-` prefix)
* Update txt2img2img.py (#2256)
* fixes to share models with HuggingFace cache system
- If HF_HOME environment variable is defined, then all huggingface models
are stored in that directory following the standard conventions.
- For seamless interoperability, set HF_HOME to ~/.cache/huggingface
- If HF_HOME not defined, then models are stored in ~/invokeai/models.
This is equivalent to setting HF_HOME to ~/invokeai/models
A future commit will add a migration mechanism so that this change doesn't
break previous installs.
* feat - make model storage compatible with hugging face caching system
This commit alters the InvokeAI model directory to be compatible with
hugging face, making it easier to share diffusers (and other models)
across different programs.
- If the HF_HOME environment variable is not set, then models are
cached in ~/invokeai/models in a format that is identical to the
HuggingFace cache.
- If HF_HOME is set, then models are cached wherever HF_HOME points.
- To enable sharing with other HuggingFace library clients, set
HF_HOME to ~/.cache/huggingface to set the default cache location
or to ~/invokeai/models to have huggingface cache inside InvokeAI.
* fixes to share models with HuggingFace cache system
- If HF_HOME environment variable is defined, then all huggingface models
are stored in that directory following the standard conventions.
- For seamless interoperability, set HF_HOME to ~/.cache/huggingface
- If HF_HOME not defined, then models are stored in ~/invokeai/models.
This is equivalent to setting HF_HOME to ~/invokeai/models
A future commit will add a migration mechanism so that this change doesn't
break previous installs.
* fix error "no attribute CkptInpaint"
* model_manager.list_models() returns entire model config stanza+status
* Initial Draft - Model Manager Diffusers
* added hash function to diffusers
* implement sha256 hashes on diffusers models
* Add Model Manager Support for Diffusers
* fix various problems with model manager
- in cli import functions, fix not enough values to unpack from
_get_name_and_desc()
- fix crash when using old-style vae: value with new-style diffuser
* rebuild frontend
* fix dictconfig-not-serializable issue
* fix NoneType' object is not subscriptable crash in model_manager
* fix "str has no attribute get" error in model_manager list_models()
* Add path and repo_id support for Diffusers Model Manager
Also fixes bugs
* Fix tooltip IT localization not working
* Add Version Number To WebUI
* Optimize Model Search
* Fix incorrect font on the Model Manager UI
* Fix image degradation on merge fixes - [Experimental]
This change should effectively fix a couple of things.
- Fix image degradation on subsequent merges of the canvas layers.
- Fix the slight transparent border that is left behind when filling the bounding box with a color.
- Fix the left over line of color when filling a bounding box with color.
So far there are no side effects for this. If any, please report.
* Add local model filtering for Diffusers / Checkpoints
* Go to home on modal close for the Add Modal UI
* Styling Fixes
* Model Manager Diffusers Localization Update
* Add Safe Tensor scanning to Model Manager
* Fix model edit form dispatching string values instead of numbers.
* Resolve VAE handling / edge cases for supplied repos
* defer injecting tokens for textual inversions until they're used for the first time
* squash a console warning
* implement model migration check
* add_model() overwrites previous config rather than merges
* fix model config file attribute merging
* fix precision handling in textual inversion script
* allow ckpt conversion script to work with safetensors .ckpts
Applied patch here:
beb932c5d1
* fix name "args" is not defined crash in textual_inversion_training
* fix a second NameError: name 'args' is not defined crash
* fix loading of the safety checker from the global cache dir
* add installation step to textual inversion frontend
- After a successful training run, the script will copy learned_embeds.bin
to a subfolder of the embeddings directory.
- User given the option to delete the logs and intermediate checkpoints
(which together use 7-8G of space)
- If textual inversion training fails, reports the error gracefully.
* don't crash out on incompatible embeddings
- put try: blocks around places where the system tries to load an embedding
which is incompatible with the currently loaded model
* add support for checkpoint resuming
* textual inversion preferences are saved and restored between sessions
- Preferences are stored in a file named text-inversion-training/preferences.conf
- Currently the resume-from-checkpoint option is not working correctly. Possible
bug in textual_inversion_training.py?
* copy learned_embeddings.bin into right location
* add front end for diffusers model merging
- Front end doesn't do anything yet!!!!
- Made change to model name parsing in CLI to support ability to have merged models
with the "+" character in their names.
* improve inpainting experience
- recommend ckpt version of inpainting-1.5 to user
- fix get_noise() bug in ckpt version of omnibus.py
* update environment*yml
* tweak instructions to install HuggingFace token
* bump version number
* enhance update scripts
- update scripts will now fetch new INITIAL_MODELS.yaml so that
configure_invokeai.py will know about the diffusers versions.
* enhance invoke.sh/invoke.bat launchers
- added configure_invokeai.py to menu
- menu defaults to browser-based invoke
* remove conda workflow (#2321)
* fix `token_ids has shape torch.Size([79]) - expected [77]`
* update CHANGELOG.md with 2.3.* info
- Add information on how formats have changed and the upgrade process.
- Add short bug list.
Co-authored-by: Damian Stewart <d@damianstewart.com>
Co-authored-by: Damian Stewart <null@damianstewart.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
Co-authored-by: Wybartel-luxmc <37852506+Wybartel-luxmc@users.noreply.github.com>
Co-authored-by: mauwii <Mauwii@outlook.de>
Co-authored-by: mickr777 <115216705+mickr777@users.noreply.github.com>
Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Co-authored-by: Eugene Brodsky <ebr@users.noreply.github.com>
Co-authored-by: Matthias Wild <40327258+mauwii@users.noreply.github.com>
Updated the link for the MS Visual C libraries - I'm not sure if MS changed the location of the files but this new one leads right to the file downloads.
- Removed links from the install instructions to the installer zip files.
- Replaced "2.2.4" with "2.X.X" globally, to avoid the docs going out of
date.
* Update WEBUIHOTKEYS.md
Fixed display errors so it no longer show extra plus signs on the site
* Update WEBUIHOTKEYS.md
Correction to keycap look to have symbols on special keys like enter, shift, and ctrl.
* 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>
* Correct asset link
Minor documentation fix to correct linked asset.
* fix switched graphics
also:
- add blanks before/after figure tag
(makes the screenshot also appear in github)
- use a table in inpainting example to have the pics side by side
Co-authored-by: mauwii <Mauwii@outlook.de>
* (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>
* update build scripts and dockerignore
updates to build and run script:
- read repository name
- include flavor in container name
- read arch via arch command
- use latest tag instead of arch
- don't bindmount `$HOME/.huggingface`
- make sure HUGGINGFACE_TOKEN is set
updates to .dockerignore
- include environment-and-requirements
- exclude binary_installer
- exclude docker-build
- exclude docs
* disable push and pr triggers of cloud image
also disable pushing.
This was decided since:
- it is not multiarch useable
- the default image is already cloud aproved
* integrate patchmatch in container
* pin verisons of recently introduced dependencies
* remove now unecesarry part from build.sh
move huggingface token to run script, so it can download missing models
* move GPU_FLAGS to run script
since not needed at build time
* update env.sh
- read REPOSITORY_NAME from env if available
- add comment to explain the intension of this file
- remove unecesarry exports
* get rid of repository_name_lc
* capitalize variables
* update INSTALL_DOCKER with new variables
* add comments pointing to the docs
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
1. Added a big fat warning to the Windows installer to tell user
to install Visual C++ redistributable.
2. Added a bit fat warning to the automated installer doc to
tell user the same thing.
3. Reordered entries on the table-of-contents sidebar for installation
to prioritize the most important docs.
4. Moved older installation documentation into deprecated folder.
5. Moved developer-specific installation documentation into the
developers folder.
* 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>
* add docker build optimized for size; do not copy models to image
useful for cloud deployments. attempts to utilize docker layer
caching as effectively as possible. also some quick tools to help with
building
* add workflow to build cloud img in ci
* push cloud image in addition to building
* (ci) also tag docker images with git SHA
* (docker) rework Makefile for easy cache population and local use
* support the new conda-less install; further optimize docker build
* (ci) clean up the build-cloud-img action
* improve the Makefile for local use
* move execution of invoke script from entrypoint to cmd, allows overriding the cmd if needed (e.g. in Runpod
* remove unnecessary copyright statements
* (docs) add a section on running InvokeAI in the cloud using Docker
* (docker) add patchmatch to the cloud image; improve build caching; simplify Makefile
* (docker) fix pip requirements path to use binary_installer directory
Several users have been trying to run InvokeAI on GTX 1650 and 1660
cards. They really can't because these cards don't work with
half-precision and only have 4-6GB of memory. Added a warning to
the docs (in two places) about this problem.
- Add Xcode installation instructions to source installer walkthrough
- Fix link to source installer page from installer overview
- If OSX install crashes, script will tell Mac users to go to the docs
to learn how to install Xcode
NB: if we remove the version from the zip file names, we can link
directly to assets in the latest GH release from documentation without
the need to keep the links updated
- Source installer provides more context for what it is doing, and
sends user to help/troubleshooting pages when something goes wrong.
- install.sh and install.bat are renamed to install.sh.in and install.bat.in
to discourage users from running them from within the
- Documentation updated
* 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>
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: 52be0d234095acd1
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: 7460c069e481bfac
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: 5040747cd1ab65a4
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: 2221361271ee44a8
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: 8e5363cd636620b1
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: 865502ee8b47c829
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: 762ca60ad05b1b35
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: 6616fa83cbc029c6
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: b704209536870a8f
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: 6b89adfab7042095
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: 13696adc0196571a
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: 8164b6b9aa247e68
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: 4fc82d55dd5a88dc
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: 533fd04eef17aae8
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: 6215592bdff5681c
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: ef24d76a349cc254
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
- 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.
- 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.
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
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.
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.
- 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.
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.
- 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.
* “Formally” means that there is a formality such as a rule or declaration, “formerly” refers to a prior state. The latter is almost certainly what is meant here.
<div> around the inline images works great in gh-pages, but breaks plain old markdown in GitHub code display. This removes the <div>s, causing slight degradation in quality of gh-page appearance.
- --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
- 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
