Commit Graph

46 Commits

Author SHA1 Message Date
StAlKeR7779
58d7833c5c Review changes 2023-05-05 21:09:29 +03:00
StAlKeR7779
1e6adf0a06 Fix default graph and test 2023-05-04 21:14:31 +03:00
Lincoln Stein
16488e7db8 fix tests 2023-04-29 10:59:50 -04:00
psychedelicious
5f498e10bd
Partial migration of UI to nodes API (#3195)
* feat(ui): add axios client generator and simple example

* fix(ui): update client & nodes test code w/ new Edge type

* chore(ui): organize generated files

* chore(ui): update .eslintignore, .prettierignore

* chore(ui): update openapi.json

* feat(backend): fixes for nodes/generator

* feat(ui): generate object args for api client

* feat(ui): more nodes api prototyping

* feat(ui): nodes cancel

* chore(ui): regenerate api client

* fix(ui): disable OG web server socket connection

* fix(ui): fix scrollbar styles typing and prop

just noticed the typo, and made the types stronger.

* feat(ui): add socketio types

* feat(ui): wip nodes

- extract api client method arg types instead of manually declaring them
- update example to display images
- general tidy up

* start building out node translations from frontend state and add notes about missing features

* use reference to sampler_name

* use reference to sampler_name

* add optional apiUrl prop

* feat(ui): start hooking up dynamic txt2img node generation, create middleware for session invocation

* feat(ui): write separate nodes socket layer, txt2img generating and rendering w single node

* feat(ui): img2img implementation

* feat(ui): get intermediate images working but types are stubbed out

* chore(ui): add support for package mode

* feat(ui): add nodes mode script

* feat(ui): handle random seeds

* fix(ui): fix middleware types

* feat(ui): add rtk action type guard

* feat(ui): disable NodeAPITest

This was polluting the network/socket logs.

* feat(ui): fix parameters panel border color

This commit should be elsewhere but I don't want to break my flow

* feat(ui): make thunk types more consistent

* feat(ui): add type guards for outputs

* feat(ui): load images on socket connect

Rudimentary

* chore(ui): bump redux-toolkit

* docs(ui): update readme

* chore(ui): regenerate api client

* chore(ui): add typescript as dev dependency

I am having trouble with TS versions after vscode updated and now uses TS 5. `madge` has installed 3.9.10 and for whatever reason my vscode wants to use that. Manually specifying 4.9.5 and then setting vscode to use that as the workspace TS fixes the issue.

* feat(ui): begin migrating gallery to nodes

Along the way, migrate to use RTK `createEntityAdapter` for gallery images, and separate `results` and `uploads` into separate slices. Much cleaner this way.

* feat(ui): clean up & comment results slice

* fix(ui): separate thunk for initial gallery load so it properly gets index 0

* feat(ui): POST upload working

* fix(ui): restore removed type

* feat(ui): patch api generation for headers access

* chore(ui): regenerate api

* feat(ui): wip gallery migration

* feat(ui): wip gallery migration

* chore(ui): regenerate api

* feat(ui): wip refactor socket events

* feat(ui): disable panels based on app props

* feat(ui): invert logic to be disabled

* disable panels when app mounts

* feat(ui): add support to disableTabs

* docs(ui): organise and update docs

* lang(ui): add toast strings

* feat(ui): wip events, comments, and general refactoring

* feat(ui): add optional token for auth

* feat(ui): export StatusIndicator and ModelSelect for header use

* feat(ui) working on making socket URL dynamic

* feat(ui): dynamic middleware loading

* feat(ui): prep for socket jwt

* feat(ui): migrate cancelation

also updated action names to be event-like instead of declaration-like

sorry, i was scattered and this commit has a lot of unrelated stuff in it.

* fix(ui): fix img2img type

* chore(ui): regenerate api client

* feat(ui): improve InvocationCompleteEvent types

* feat(ui): increase StatusIndicator font size

* fix(ui): fix middleware order for multi-node graphs

* feat(ui): add exampleGraphs object w/ iterations example

* feat(ui): generate iterations graph

* feat(ui): update ModelSelect for nodes API

* feat(ui): add hi-res functionality for txt2img generations

* feat(ui): "subscribe" to particular nodes

feels like a dirty hack but oh well it works

* feat(ui): first steps to node editor ui

* fix(ui): disable event subscription

it is not fully baked just yet

* feat(ui): wip node editor

* feat(ui): remove extraneous field types

* feat(ui): nodes before deleting stuff

* feat(ui): cleanup nodes ui stuff

* feat(ui): hook up nodes to redux

* fix(ui): fix handle

* fix(ui): add basic node edges & connection validation

* feat(ui): add connection validation styling

* feat(ui): increase edge width

* feat(ui): it blends

* feat(ui): wip model handling and graph topology validation

* feat(ui): validation connections w/ graphlib

* docs(ui): update nodes doc

* feat(ui): wip node editor

* chore(ui): rebuild api, update types

* add redux-dynamic-middlewares as a dependency

* feat(ui): add url host transformation

* feat(ui): handle already-connected fields

* feat(ui): rewrite SqliteItemStore in sqlalchemy

* fix(ui): fix sqlalchemy dynamic model instantiation

* feat(ui, nodes): metadata wip

* feat(ui, nodes): models

* feat(ui, nodes): more metadata wip

* feat(ui): wip range/iterate

* fix(nodes): fix sqlite typing

* feat(ui): export new type for invoke component

* tests(nodes): fix test instantiation of ImageField

* feat(nodes): fix LoadImageInvocation

* feat(nodes): add `title` ui hint

* feat(nodes): make ImageField attrs optional

* feat(ui): wip nodes etc

* feat(nodes): roll back sqlalchemy

* fix(nodes): partially address feedback

* fix(backend): roll back changes to pngwriter

* feat(nodes): wip address metadata feedback

* feat(nodes): add seeded rng to RandomRange

* feat(nodes): address feedback

* feat(nodes): move GET images error handling to DiskImageStorage

* feat(nodes): move GET images error handling to DiskImageStorage

* fix(nodes): fix image output schema customization

* feat(ui): img2img/txt2img -> linear

- remove txt2img and img2img tabs
- add linear tab
- add initial image selection to linear parameters accordion

* feat(ui): tidy graph builders

* feat(ui): tidy misc

* feat(ui): improve invocation union types

* feat(ui): wip metadata viewer recall

* feat(ui): move fonts to normal deps

* feat(nodes): fix broken upload

* feat(nodes): add metadata module + tests, thumbnails

- `MetadataModule` is stateless and needed in places where the `InvocationContext` is not available, so have not made it a `service`
- Handles loading/parsing/building metadata, and creating png info objects
- added tests for MetadataModule
- Lifted thumbnail stuff to util

* fix(nodes): revert change to RandomRangeInvocation

* feat(nodes): address feedback

- make metadata a service
- rip out pydantic validation, implement metadata parsing as simple functions
- update tests
- address other minor feedback items

* fix(nodes): fix other tests

* fix(nodes): add metadata service to cli

* fix(nodes): fix latents/image field parsing

* feat(nodes): customise LatentsField schema

* feat(nodes): move metadata parsing to frontend

* fix(nodes): fix metadata test

---------

Co-authored-by: maryhipp <maryhipp@gmail.com>
Co-authored-by: Mary Hipp <maryhipp@Marys-MacBook-Air.local>
2023-04-22 13:10:20 +10:00
Kyle Schouviller
23d65e7162
[nodes] Add subgraph library, subgraph usage in CLI, and fix subgraph execution (#3180)
* Add latent to latent (img2img equivalent)
Fix a CLI bug with multiple links per node

* Using "latents" instead of "latent"

* [nodes] In-progress implementation of graph library

* Add linking to CLI for graph nodes (still broken)

* Fix subgraph execution, fix subgraph linking in CLI

* Fix LatentsToLatents
2023-04-14 06:41:06 +00:00
Kyle Schouviller
85b020f76c
[nodes] Add latent nodes, storage, and fix iteration bugs (#3091)
* Add latents nodes.
* Fix iteration expansion.
* Add collection generator nodes, math nodes.
* Add noise node.
* Add some graph debug commands to the CLI.
* Fix negative id linking in CLI.
* Fix a CLI bug with multiple links per node.
2023-04-06 04:06:05 +00:00
Kyle Schouviller
3021c78390 [nodes] Add Edge data type 2023-03-14 23:09:30 -07:00
Lincoln Stein
8ca91b1774 add restoration services to nodes 2023-03-11 17:00:00 -05:00
Lincoln Stein
3aa1ee1218 restore NSFW checker 2023-03-11 16:16:44 -05:00
Lincoln Stein
6a990565ff all files migrated; tweaks needed 2023-03-03 00:02:15 -05:00
Lincoln Stein
3f0b0f3250 almost all of backend migrated; restoration next 2023-03-02 13:28:17 -05:00
Kyle Schouviller
b7d5a3e0b5
[nodes] Add better error handling to processor and CLI (#2828)
* [nodes] Add better error handling to processor and CLI

* [nodes] Use more explicit name for marking node execution error

* [nodes] Update the processor call to error
2023-02-27 10:01:07 -08:00
Kyle Schouviller
cd98d88fe7 [nodes] Removed InvokerServices, simplying service model 2023-02-24 20:11:28 -08:00
Kyle Schouviller
34e3aa1f88 parent 9eed1919c2
author Kyle Schouviller <kyle0654@hotmail.com> 1669872800 -0800
committer Kyle Schouviller <kyle0654@hotmail.com> 1676240900 -0800

Adding base node architecture

Fix type annotation errors

Runs and generates, but breaks in saving session

Fix default model value setting. Fix deprecation warning.

Fixed node api

Adding markdown docs

Simplifying Generate construction in apps

[nodes] A few minor changes (#2510)

* Pin api-related requirements

* Remove confusing extra CORS origins list

* Adds response models for HTTP 200

[nodes] Adding graph_execution_state to soon replace session. Adding tests with pytest.

Minor typing fixes

[nodes] Fix some small output query hookups

[node] Fixing some additional typing issues

[nodes] Move and expand graph code. Add base item storage and sqlite implementation.

Update startup to match new code

[nodes] Add callbacks to item storage

[nodes] Adding an InvocationContext object to use for invocations to provide easier extensibility

[nodes] New execution model that handles iteration

[nodes] Fixing the CLI

[nodes] Adding a note to the CLI

[nodes] Split processing thread into separate service

[node] Add error message on node processing failure

Removing old files and duplicated packages

Adding python-multipart
2023-02-24 18:57:02 -08:00
Damian Stewart
ded3f13a33 move all prompting stuff to use compel 2023-02-19 20:42:29 +01:00
mauwii
0009d82a92
update test_path.py to also verify caution.png 2023-02-01 00:22:28 +01:00
mauwii
efe8dcaae9
cleanup test_path.py, enable pytest in pipeline
temporary enable 3.9 tests as well
2023-01-31 18:18:32 +01:00
mauwii
ec1e83e912
add pytest to test path of frontend and configs 2023-01-31 09:06:06 +01:00
Kevin Turner
6fdbc1978d
use 🧨diffusers model (#1583)
* 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: 6e4dad60 023df37e
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>
2023-01-15 09:22:46 -05:00
Matthias Wild
1fd605604f
remove redundant tests, only do 20 steps (#1972)
- remove tests already performed in PR
- remove tests pointing to non existing files
- reduce steps to 20

This should decrease test time a lot and also "fix" failing mac tests.
I still recommend to invent why mac invoke takes so much longer!

Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-12-13 19:39:29 +01:00
Matthias Wild
3d2b497eb0
Run more tests for PRs (#1895)
* run 3 tests for PR with different samplers
reduce tests for PR to do only 5 Iterations

* use correct txt file - delete unused old file
2022-12-10 20:07:14 +01:00
Lincoln Stein
1a8e007066 merge release-candidate-1-3-2 into main.
Squashed commit of the following:

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

    swap in release URLs for installers

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

    fix up bad unicode chars in invoke.py

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

    outcrop improvements, hand-added

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

    documentation fixes

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

    Revert "Resize hires as an image"

    This reverts commit d05b1b3544.

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

    fix incorrect link in install

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

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

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

    Fix performance issue introduced by torch cuda cache clear during generation

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

    small update to dockers huggingface section

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

    fix format and Link in INSTALL_INVOKE.md

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

    small fixex to format and a link in INSTALL_MANUAL

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

    ignore installer intermediate files

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

    fix backslash-related syntax error

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

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

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

    add WindowsLongFileName batfile to source installer

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

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

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

    prevent two models from being marked default in models.yaml

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

    installers download branch HEAD not tag

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

    improve messaging during installation process

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

    enable outcropping of random JPG/PNG images

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

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

    enhance outcropping with ability to direct contents of new regions

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

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

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

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

    fix #1402

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

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

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

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

    Revert "Log strength with hires"

    This reverts commit 82d4904c07.

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

    remove temporary directory from repo

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

    remove -e from clipseg load in installer

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

    change clipseg repo branch to avoid clipseg not found error

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

    update repo URL to point to rc

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

    integrate tildebyte installer

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

    add @tildebyte compiled pip installer

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

    ignore source installer zip files

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

    documentation and environment file fixes

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

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

    Fixes typos in README.md

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

    downgrade win installs to basicsr==1.4.1

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

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

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

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

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

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

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

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

    fix windows install instructions & bat file

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

    update WEBUIHOTKEYS.md

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

    update INSTALL_DOCKER.md

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

    fix formatting in INSTALL.md

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

    fix build.sh invokeai_conda_env_file default value

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

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

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

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

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

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

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

    update paths in container build workflow

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

    finished reorganization of install docs

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

    tweaks to manual install documentation

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

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

    manual installation documentation tested on Linux

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

    change name of requirements.txt to avoid confusion

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

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

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

    directory cleanup; working on install docs

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

    prevent crash when switching to an invalid model

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

    don't suppress exceptions when doing cross-attention control

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

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

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

        remove log spam

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

        change the way saved slicing strategy is applied

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

        fix slicing_strategy_getter callsite

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

        cleanup, consistent dim=0 also tested

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

        refactored context, tested with non-sliced cross attention control

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

        cleanup

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

        disable logs

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

        slice saved attention if necessary

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

        raise instead of asserting

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

        store dim when saving slices

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

        don't retry on exception

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

        stuff

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

        more logging

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

        logs

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

        actually set save_slicing_strategy to True

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

        store slicing strategy

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

        still not it

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

        wip offloading attention slices on-demand

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

        pre-emptive offloading, idk if it works

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

        push attention slices to cpu. slow but saves memory.

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

        verbose logging

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

        wip fixing mem strategy crash (4 test on runpod)

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

        wip, only works on cuda

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

    speculative reorganization of the requirements & environment files

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

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

    refactoring requirements

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

    better way to make sure if conda is useable

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

    add back --prefer-binaries to requirements

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

    add quotes to set and use `$environment_file`

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

    set environment file for conda update

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

    use conda env update

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

    use command instead of hash

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

    remove --global git config from 1-click installers

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

    Revert "Use array slicing to calc ddim timesteps"

    This reverts commit 1f0c5b4cf1.

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

    add initfile support from PR #1386

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

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

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

    update branch for installer to pull against

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

    move all models into subdirectories of ./models

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

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

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

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

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

    consolidate environment files

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

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

    change initfile to ~/.invokeai

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

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

    add support for an initialization file, invokeai.init

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

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

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

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

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

    update discord link

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

    update changelog

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

    update TROUBLESHOOT.md

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

    remove `:`from headlines in CONTRIBUTORS.md

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

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

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

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

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

    update INSTALLING_MODELS.md

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

    Bug fix for inpaint size

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

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

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

    remove create-caches.yml since not used anywhere

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

    fix duplicated argument introduced by conflict resolution

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

    Merge branch 'development' into fix_generate.py

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

    Resize hires as an image

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

    Log strength with hires

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

    Merge branch 'main' into development

    - this synchronizes recent document fixes by mauwii

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

    fix Windows library dependency issues

    This commit addresses two bugs:

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

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

    If there is a more elegant solution, please advise.

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

    Update-docs (#1382)

    * update IMG2IMG.md

    * update INPAINTING.md

    * update WEBUIHOTKEYS.md

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

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

    Hotifx docs (#1376) (#1377)

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

    Merge-main-into-development (#1373)

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

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

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

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

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

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

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

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

    Use array slicing to calc ddim timesteps

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

    update environment-linux-aarch64 to use python 3.9

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

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

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

    rename job, remove debug branch from triggers

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

    include build matrix to build x86_64 and aarch64

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

    disable caching

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

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

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

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

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

    remove unecesarry mkdir command again

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

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

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

    update build-container.yml to use cachev3

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

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

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

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

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

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

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

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

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

    speculative change to solve windows esrgan issues

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

    remove merge markers from preload_models.py

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

    use refined model by default

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

    Merge branch 'spezialspezial-patch-9' into development

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

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

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

    [WebUI] Final 2.1 Release Build

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

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

    don't log base64 progress images

    Fresh Build For WebUI

    [WebUI] Loopback Default False

    Fixes bugs/styling

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

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

    Reseting web UI will be needed far less.
    7159ec

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

    Decreases gallery width on inpainting

    Increases workarea split padding to 1rem

    Adds missing tooltips to site header

    Changes inpainting controls settings to hover

    Fixes hotkeys and settings buttons not working

    Improves bounding box interactions

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

    Fixes silent crash when init image too large

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

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

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

    Disabled bounding box settings when locked

    Styles image uploader

    Builds fresh bundle

    Improves bounding box interaction

    Added spacebar-hold-to-transform back.

    Address bounding box feedback

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

    Adds hints when unable to invoke

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

    Fix Inpainting Alerts Styling

    Preventing unnecessary re-renders across the app

    Code Split Inpaint Options

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

    [TESTING] Remove  global isReady checking

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

    Fresh Bundle

    Fix Bounding Box Settings re-rendering on brush stroke

    [Code Splitting] Bounding Box Options

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

    Inpainting Controls Code Spitting and Performance

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

    Fixes rerenders on ClearBrushHistory

    Fixes crash when requesting post-generation upscale/face restoration

    - Moves the inpainting paste to before the postprocessing.

    Removes unused isReady state

    Changes Report Bug icon to a bug

    Restores shift+q bounding box shortcut

    Adds alert for bounding box size to status icons

    Adds asCheckbox to IAIIconButton

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

    Fixes crash related to old value of progress_latents in state

    Styling changes and settings modal minor refactor

    Fixes: uploaded JPG images not loading

    Reworks CurrentImageButtons.tsx

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

    Only generate 1 iteration when seed fixed & variations disabled

    Fixes progress images select

    Fixes edge case: upload over gets stuck while alt tabbing

    - Press esc to close it now

    Fixes display progress images select typing

    Fixes current image button rerenders

    Adds min width to ImageUploader

    Makes fast-latents in progress default

    Update Icon Button Checkbox Style Styling

    Fixes next/prev image buttons

    Refactor canvas buttons + more

    Add Save Intermediates Step Count

    For accurate mode only.

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

    Restores "initial image" text

    Address feedback

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

    Fix Loopback Styling

    Adds escape hotkey to close floating panels

    Readd Hotkey for Dual Display

    Updated Current Image Button Styling

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

    [WebUI] Final 2.1 Release Build

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

    Updated Current Image Button Styling

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

    Readd Hotkey for Dual Display

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

    Adds escape hotkey to close floating panels

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

    Fix Loopback Styling

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

    Address feedback

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

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

    Restores "initial image" text

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

    Add Save Intermediates Step Count

    For accurate mode only.

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

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

    Refactor canvas buttons + more

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

    Fixes next/prev image buttons

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

    Update Icon Button Checkbox Style Styling

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

    Makes fast-latents in progress default

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

    Adds min width to ImageUploader

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

    Fixes current image button rerenders

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

    Fixes display progress images select typing

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

    Fixes edge case: upload over gets stuck while alt tabbing

    - Press esc to close it now

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

    Fixes progress images select

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

    Only generate 1 iteration when seed fixed & variations disabled

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

    Reworks CurrentImageButtons.tsx

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

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

    Fixes: uploaded JPG images not loading

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

    Styling changes and settings modal minor refactor

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

    Fixes crash related to old value of progress_latents in state

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

    Adds asCheckbox to IAIIconButton

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

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

    Adds alert for bounding box size to status icons

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

    Restores shift+q bounding box shortcut

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

    Changes Report Bug icon to a bug

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

    Removes unused isReady state

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

    Fixes crash when requesting post-generation upscale/face restoration

    - Moves the inpainting paste to before the postprocessing.

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

    Fixes rerenders on ClearBrushHistory

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

    Inpainting Controls Code Spitting and Performance

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

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

    [Code Splitting] Bounding Box Options

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

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

    Fix Bounding Box Settings re-rendering on brush stroke

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

    Fresh Bundle

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

    [TESTING] Remove  global isReady checking

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

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

    Code Split Inpaint Options

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

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

    Preventing unnecessary re-renders across the app

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

    Fix Inpainting Alerts Styling

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

    Adds hints when unable to invoke

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

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

    Address bounding box feedback

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

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

    Improves bounding box interaction

    Added spacebar-hold-to-transform back.

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

    Builds fresh bundle

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

    Styles image uploader

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

    Disabled bounding box settings when locked

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

    Fixes silent crash when init image too large

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

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

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

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

    Improves bounding box interactions

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

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

    Fixes hotkeys and settings buttons not working

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

    Changes inpainting controls settings to hover

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

    Adds missing tooltips to site header

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

    Increases workarea split padding to 1rem

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

    Decreases gallery width on inpainting

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

    Fixes bugs/styling

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

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

    Reseting web UI will be needed far less.
    7159ec

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

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

    [WebUI] Loopback Default False

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

    Fresh Build For WebUI

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

    don't log base64 progress images

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

    Option to directly invert the grayscale heatmap - fix

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

    Update txt2mask.py

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

    Option to directly invert the grayscale heatmap

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

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

    fix name of caching step

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

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

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

    pin pytorch_lightning to 1.7.7, issue #1331

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

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

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

    add damian0815 to contributors list

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

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

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

    fix a bug that broke cross attention control index mapping

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

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

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

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

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

    shorter strings

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

    convert progress display to a drop-down

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

    do not try to save base64 intermediates in gallery on cancellation

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

    Fixes b64 image sending and displaying

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

    wip base64

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

    update frontend

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

    add option to show intermediate latent space

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

    ensure existing exception handling code also handles new exception class

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

    Rebuilt prompt parsing logic

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

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

    Squashed commit of the following:

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

        further cleanup

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

        cleanup and document

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

        works fully

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

        further...

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

        getting there...

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

        wip doesn't compile

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

        working with CrossAttentionCtonrol but no Attention support yet

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

        wip rebuiling prompt parser

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

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

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

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

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

    be more aggressive at clearing out saved_attn_slice

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

    fix library problems in preload_modules

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

    fix model_cache memory management issues

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

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

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

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

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

    fix models example weights for sd-v1.4

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

    [WebUI] Loopback Default False

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

    further improvements to preload_models.py

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

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

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

    improve behavior of preload_models.py

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

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

    restore models.yaml to virgin state

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

    Update INPAINTING.md

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

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

- This repairs the damage, and adds a few post-release
  patches that ensure stable conda installs on Mac and Windows.
2022-11-03 15:44:06 -04:00
mauwii
48d4fccd61 add tests/validate_pr_prompt.txt 2022-10-28 13:47:45 -04:00
Damian at mba
864d080502 handle all unicode characters 2022-10-28 10:39:12 -04:00
Damian at mba
245cf606a3 be more forgiving about prompts with ((words)) 2022-10-27 22:36:33 +02:00
Damian at mba
30745f163d add one more test case 2022-10-27 21:18:08 +02:00
Damian at mba
e20108878c fix attention weight inside .swap() 2022-10-27 21:17:23 +02:00
Damian at mba
135c62f1a4 fix issue with hot-dog, improve () suppression 2022-10-27 07:37:48 -04:00
Damian at mba
44e4090909 re-enable legacy blend syntax 2022-10-24 11:16:52 +02:00
Damian at mba
2619a0b286 allow longer substitutions without quotes for cross attention swap 2022-10-24 00:22:14 +02:00
Damian at mba
b0eb864a25 move attention weighting operations to postfix 2022-10-23 23:01:53 +02:00
Damian at mba
ee7d4d712a parsing CrossAttentionControlSubstitute options works 2022-10-22 11:27:56 +02:00
Damian at mba
404d59b1b8 fix blend 2022-10-21 04:18:17 +02:00
Damian at mba
2e0b1c4c8b ok now we're cooking 2022-10-21 03:29:50 +02:00
Damian at mba
da75876639 better support for word.swap(otherWord) without parantheses or quotes 2022-10-21 00:08:28 +02:00
Damian at mba
da88097aba fix prompt handling in conditioning.py 2022-10-20 21:41:32 +02:00
Damian at mba
3f13dd3ae8 prompt parsing is now much more robust 2022-10-20 21:05:36 +02:00
Damian at mba
79b4afeae7 parser working with basic escapes 2022-10-20 16:56:34 +02:00
Damian at mba
da223dfe81 wip re-writing parts of prompt parser 2022-10-20 15:56:46 +02:00
Damian at mba
c9d27634b4 bring in prompt parser from fix-prompts branch
attention is parsed but ignored, blends old syntax doesn't work,
	  conjunctions are parsed but ignored, the only part that's used
	  here is the new .blend() syntax and cross-attention control
	  using .swap()
2022-10-20 12:01:48 +02:00
Damian at mba
42883545f9 add prompt language support for cross-attention .swap 2022-10-20 01:42:04 +02:00
mauwii
b39029521b
use very short validation for Pull Requests 2022-10-18 13:25:49 +02:00
CapableWeb
6c0dd9b5ef Add back old dream.py as legacy_api.py
This commit "reverts" the new API changes by extracting the old
functionality into new files.

The work is based on the commit `803a51d5adca7e6e28491fc414fd3937bee7cb79`

PngWriter regained PromptFormatter as old server used that.

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

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

One manually run test has been added in order to be able to test
compatibility with the old API, currently just testing that the API
endpoint works the same way + the image hash is the same as it used to
be before.
2022-10-12 20:35:56 -04:00
James Reynolds
37e2418ee0
Added linux to the workflows (#463)
* Added linux to the workflows

- rename workflow files

Signed-off-by: Ben Alkov <ben.alkov@gmail.com>

* fixes: run on merge to 'main', 'dev'; 

- reduce dev merge test cases to 1 (1 takes 11 minutes 😯)
- fix model cache name

Signed-off-by: Ben Alkov <ben.alkov@gmail.com>

* add test prompts to workflows

Signed-off-by: Ben Alkov <ben.alkov@gmail.com>

Signed-off-by: Ben Alkov <ben.alkov@gmail.com>
Co-authored-by: James Reynolds <magnsuviri@me.com>
Co-authored-by: Ben Alkov <ben.alkov@gmail.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-09-16 17:46:57 -04:00
James Reynolds
244239e5f6
macOS CI workflow, dream.py exits with an error, but the workflow com… (#396)
* macOS CI workflow, dream.py exits with an error, but the workflow completes.

* Files for testing

Co-authored-by: James Reynolds <magnsuviri@me.com>
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
2022-09-08 07:36:33 -04:00