Commit Graph

1208 Commits

Author SHA1 Message Date
psychedelicious
0710ec30cf feat(db): incorporate feedback 2023-12-11 16:14:25 +11:00
psychedelicious
a2dc780188 feat: add script to migrate image workflows 2023-12-11 16:14:25 +11:00
Lincoln Stein
36043bf38b fixed docstring in probe module 2023-12-10 21:33:54 -05:00
Lincoln Stein
de2879f602 port new code for detecting sdxl-based embeddings 2023-12-10 15:48:02 -05:00
Lincoln Stein
d7f7fbc8c2 Merge branch 'main' into refactor/model-manager-3 2023-12-10 12:55:28 -05:00
Lincoln Stein
e2567a7e31 Merge branch 'refactor/model-manager-3' of github.com:invoke-ai/InvokeAI into refactor/model-manager-3 2023-12-10 12:55:24 -05:00
Lincoln Stein
2f3457c02a rename installer __del__() to stop(). Improve probe error messages 2023-12-10 12:55:01 -05:00
Lincoln Stein
aab6369ffe
Update invokeai/backend/model_manager/search.py
Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
2023-12-10 12:24:50 -05:00
skunkworxdark
abdd840fb9 Merge branch 'main' into tiled-upscaling-graph 2023-12-09 22:03:18 +00:00
skunkworxdark
e656768eb2 more fixes from code review 2023-12-09 21:56:31 +00:00
skunkworxdark
494c2a9b05 Updates based on code review by @RyanJDick 2023-12-09 18:38:07 +00:00
psychedelicious
c42d692ea6
feat: workflow library (#5148)
* chore: bump pydantic to 2.5.2

This release fixes pydantic/pydantic#8175 and allows us to use `JsonValue`

* fix(ui): exclude public/en.json from prettier config

* fix(workflow_records): fix SQLite workflow insertion to ignore duplicates

* feat(backend): update workflows handling

Update workflows handling for Workflow Library.

**Updated Workflow Storage**

"Embedded Workflows" are workflows associated with images, and are now only stored in the image files. "Library Workflows" are not associated with images, and are stored only in DB.

This works out nicely. We have always saved workflows to files, but recently began saving them to the DB in addition to in image files. When that happened, we stopped reading workflows from files, so all the workflows that only existed in images were inaccessible. With this change, access to those workflows is restored, and no workflows are lost.

**Updated Workflow Handling in Nodes**

Prior to this change, workflows were embedded in images by passing the whole workflow JSON to a special workflow field on a node. In the node's `invoke()` function, the node was able to access this workflow and save it with the image. This (inaccurately) models workflows as a property of an image and is rather awkward technically.

A workflow is now a property of a batch/session queue item. It is available in the InvocationContext and therefore available to all nodes during `invoke()`.

**Database Migrations**

Added a `SQLiteMigrator` class to handle database migrations. Migrations were needed to accomodate the DB-related changes in this PR. See the code for details.

The `images`, `workflows` and `session_queue` tables required migrations for this PR, and are using the new migrator. Other tables/services are still creating tables themselves. A followup PR will adapt them to use the migrator.

**Other/Support Changes**

- Add a `has_workflow` column to `images` table to indicate that the image has an embedded workflow.
- Add handling for retrieving the workflow from an image in python. The image file must be fetched, the workflow extracted, and then sent to client, avoiding needing the browser to parse the image file. With the `has_workflow` column, the UI knows if there is a workflow to be fetched, and only fetches when the user requests to load the workflow.
- Add route to get the workflow from an image
- Add CRUD service/routes for the library workflows
- `workflow_images` table and services removed (no longer needed now that embedded workflows are not in the DB)

* feat(ui): updated workflow handling (WIP)

Clientside updates for the backend workflow changes.

Includes roughed-out workflow library UI.

* feat: revert SQLiteMigrator class

Will pursue this in a separate PR.

* feat(nodes): do not overwrite custom node module names

Use a different, simpler method to detect if a node is custom.

* feat(nodes): restore WithWorkflow as no-op class

This class is deprecated and no longer needed. Set its workflow attr value to None (meaning it is now a no-op), and issue a warning when an invocation subclasses it.

* fix(nodes): fix get_workflow from queue item dict func

* feat(backend): add WorkflowRecordListItemDTO

This is the id, name, description, created at and updated at workflow columns/attrs. Used to display lists of workflowsl

* chore(ui): typegen

* feat(ui): add workflow loading, deleting to workflow library UI

* feat(ui): workflow library pagination button styles

* wip

* feat: workflow library WIP

- Save to library
- Duplicate
- Filter/sort
- UI/queries

* feat: workflow library - system graphs - wip

* feat(backend): sync system workflows to db

* fix: merge conflicts

* feat: simplify default workflows

- Rename "system" -> "default"
- Simplify syncing logic
- Update UI to match

* feat(workflows): update default workflows

- Update TextToImage_SD15
- Add TextToImage_SDXL
- Add README

* feat(ui): refine workflow list UI

* fix(workflow_records): typo

* fix(tests): fix tests

* feat(ui): clean up workflow library hooks

* fix(db): fix mis-ordered db cleanup step

It was happening before pruning queue items - should happen afterwards, else you have to restart the app again to free disk space made available by the pruning.

* feat(ui): tweak reset workflow editor translations

* feat(ui): split out workflow redux state

The `nodes` slice is a rather complicated slice. Removing `workflow` makes it a bit more reasonable.

Also helps to flatten state out a bit.

* docs: update default workflows README

* fix: tidy up unused files, unrelated changes

* fix(backend): revert unrelated service organisational changes

* feat(backend): workflow_records.get_many arg "filter_text" -> "query"

* feat(ui): use custom hook in current image buttons

Already in use elsewhere, forgot to use it here.

* fix(ui): remove commented out property

* fix(ui): fix workflow loading

- Different handling for loading from library vs external
- Fix bug where only nodes and edges loaded

* fix(ui): fix save/save-as workflow naming

* fix(ui): fix circular dependency

* fix(db): fix bug with releasing without lock in db.clean()

* fix(db): remove extraneous lock

* chore: bump ruff

* fix(workflow_records): default `category` to `WorkflowCategory.User`

This allows old workflows to validate when reading them from the db or image files.

* hide workflow library buttons if feature is disabled

---------

Co-authored-by: Mary Hipp <maryhipp@Marys-MacBook-Air.local>
2023-12-09 09:48:38 +11:00
skunkworxdark
d3ad356c6a Ruff Formatting
Fix pyTest issues
2023-12-08 18:31:33 +00:00
skunkworxdark
fed2bdafeb Added Defaults to calc_tiles_min_overlap for overlap and round
Added tests for min_overlap and even_split tile gen
2023-12-08 18:16:13 +00:00
skunkworxdark
cd15d8b7a9 ruff formatting
reformatted due to ruff errors
2023-12-06 08:10:22 +00:00
skunkworxdark
674d9796d0 First check-in of new tile nodes
- calc_tiles_even_split
- calc_tiles_min_overlap
- merge_tiles_with_seam_blending
Update MergeTilesToImageInvocation with seam blending
2023-12-05 21:03:16 +00:00
Lincoln Stein
3bfaee9c57
Merge branch 'main' into refactor/model-manager-3 2023-12-04 22:51:45 -05:00
Lincoln Stein
3c7d1fcd32 clean up get_logger() call 2023-12-04 22:41:59 -05:00
Lincoln Stein
2b583ffcdf implement review suggestions from @RyanjDick 2023-12-04 21:12:10 -05:00
Lincoln Stein
2d2ef5d72c ensure that setting loglevel on one logger doesn't change others 2023-12-02 11:48:51 -05:00
Lincoln Stein
e46ac45741 port probing changes from main model_probe.py to refactored probe.py 2023-12-01 09:19:24 -05:00
Lincoln Stein
75089b7a9d merge in changes from main 2023-12-01 09:18:07 -05:00
Lincoln Stein
778fd55f0d Merge branch 'main' into refactor/model-manager-3 2023-12-01 09:15:18 -05:00
Lincoln Stein
5a3f1f2b22 fix ruff github format errors 2023-12-01 01:59:26 -05:00
Lincoln Stein
f95ce1870c fix ruff format check 2023-12-01 01:46:12 -05:00
Lincoln Stein
0719a46372 add support for SDXL textual inversion/embeddings 2023-12-01 01:28:28 -05:00
Ryan Dick
bfdef120d1 Re-organize merge_tiles_with_linear_blending(...) to merge rows horizontally first and then vertically. This change achieves slightly more natural blending on the corners where 4 tiles overlap. 2023-11-30 07:53:27 -08:00
Ryan Dick
76b888de17 Add unit tests for merge_tiles_with_linear_blending(...). 2023-11-30 07:53:27 -08:00
Ryan Dick
65a16be299 Add unit tests for calc_tiles_with_overlap(...) and fix a bug in its implementation. 2023-11-30 07:53:27 -08:00
Ryan Dick
29eade4880 Add nodes for tile splitting and merging. The main motivation for these nodes is for use in tiled upscaling workflows. 2023-11-30 07:53:27 -08:00
Damian Stewart
0beb08686c
Add CFG Rescale option for supporting zero-terminal SNR models (#4335)
* add support for CFG rescale

* fix typo

* move rescale position and tweak docs

* move input position

* implement suggestions from github and discord

* cleanup unused code

* add back dropped FieldDescription

* fix(ui): revert unrelated UI changes

* chore(nodes): bump denoise_latents version 1.4.0 -> 1.5.0

* feat(nodes): add cfg_rescale_multiplier to metadata node

* feat(ui): add cfg rescale multiplier to linear UI

- add param to state
- update graph builders
- add UI under advanced
- add metadata handling & recall
- regen types

* chore: black

* fix(backend): make `StableDiffusionGeneratorPipeline._rescale_cfg()` staticmethod

This doesn't need access to class.

* feat(backend): add docstring for `_rescale_cfg()` method

* feat(ui): update cfg rescale mult translation string

---------

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2023-11-30 20:55:20 +11:00
Ryan Dick
693c6cf5e4 Add support for IPAdapterFull models. The changes are based on this upstream PR: https://github.com/tencent-ailab/IP-Adapter/pull/139 . 2023-11-29 15:07:21 -08:00
Lincoln Stein
ecd3dcd5df
Merge branch 'main' into refactor/model-manager-3 2023-11-27 22:15:51 -05:00
Lincoln Stein
ae82df0fda fix a bunch of type mismatches in the logging module 2023-11-28 09:38:35 +11:00
Steven Frank
e509d719ee Fix attempt to deserialize on CUDA on Mac
Without specifying "cpu", attempts to use non-existent CUDA to deserialize embeddings on macOS, resulting in a warning / failure to load.
2023-11-28 09:24:57 +11:00
Lincoln Stein
a79e814c8d
Merge branch 'main' into refactor/model-manager-3 2023-11-27 16:06:42 -05:00
psychedelicious
7653d21cf5 feat(backend): rename realesrgan class & upscale method 2023-11-28 07:58:22 +11:00
psychedelicious
46a2d83b84 feat(backend): organise realesrgan code, add license
- Moved util to own folder
- BSD3 License for RealESRGAN repo added
2023-11-28 07:58:22 +11:00
psychedelicious
2192210910 feat(nodes): remove dependency on realesrgan
We used the `RealESRGANer` utility class from the repo. It handled model loading and tiled upscaling logic.

Unfortunately, it hasn't been updated in over a year, had no types, and annoyingly printed to console.

I've adapted the class, cleaning it up a bit and removing the bits that are not relevant for us.

Upscaling functionality is identical.
2023-11-28 07:58:22 +11:00
Lincoln Stein
8ef596eac7 further changes for ruff 2023-11-26 17:13:31 -05:00
Lincoln Stein
8695ad6f59 all features implemented, docs updated, ready for review 2023-11-26 13:18:21 -05:00
Lincoln Stein
8aefe2cefe import_model and list_install_jobs router APIs written 2023-11-25 21:45:59 -05:00
Lincoln Stein
ec510d34b5 fix model probing for controlnet checkpoint legacy config files 2023-11-25 15:53:22 -05:00
Lincoln Stein
19baea1883 all backend features in place; config scanning is failing on controlnet 2023-11-24 19:37:46 -05:00
Lincoln Stein
80bc9be3ab make install_path and register_path work; refactor model probing 2023-11-23 23:15:32 -05:00
Lincoln Stein
8c7a7bc897 Merge branch 'main' into refactor/model-manager-3 2023-11-22 22:29:23 -05:00
Lincoln Stein
4aab728590 move name/description logic into model_probe.py 2023-11-22 22:29:02 -05:00
Lincoln Stein
9cf060115d Merge branch 'main' into refactor/model-manager-3 2023-11-22 22:28:31 -05:00
Lincoln Stein
98a4930a52 add probe support for LCM main models 2023-11-22 14:58:27 -05:00
psychedelicious
1a596a5684 fix(backend): fix unintentional change to import orders
- Ignore I001 (isort rules) for this file
- Ignore F401 (unused imports) for this file
2023-11-21 20:22:27 +11:00
psychedelicious
da443973cb chore: ruff 2023-11-21 20:22:27 +11:00
Lincoln Stein
9ea3126118 start implementation of installer 2023-11-20 23:02:30 -05:00
Lincoln Stein
acc0a29dca fixed ruff formatting issues 2023-11-13 18:15:17 -05:00
Lincoln Stein
38c1436f02 resolve conflicts; blackify 2023-11-13 18:12:45 -05:00
Lincoln Stein
efbdb75568 implement psychedelicious recommendations as of 13 November 2023-11-13 17:05:01 -05:00
psychedelicious
bc64cde6f9 chore: ruff lint 2023-11-14 07:57:07 +11:00
psychedelicious
4465f97cdf
Merge branch 'main' into refactor/model-manager-2 2023-11-14 07:51:57 +11:00
psychedelicious
04d8f2dfea fix(backend): fix controlnet zip len
Do not use `strict=True` when scaling controlnet conditioning.

When using `guess_mode` (e.g. `more_control` or `more_prompt`), `down_block_res_samples` and `scales` are zipped.

These two objects are of different lengths, so using zip's strict mode raises an error.

In testing, `len(scales) === len(down_block_res_samples) + 1`.

It appears this behaviour is intentional, as the final "extra" item in `scales` is used immediately afterwards.
2023-11-13 15:45:03 +11:00
Lincoln Stein
8c71ff37ae
Update config.py
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2023-11-12 19:03:39 -05:00
Lincoln Stein
8afe517204 add note about discriminated union and Body() issue; blackified 2023-11-12 16:50:05 -05:00
Lincoln Stein
7ea2a135f1 remove dangling import 2023-11-11 12:24:58 -05:00
Lincoln Stein
af2264b6eb implement workaround for FastAPI and discriminated unions in Body parameter 2023-11-11 12:22:38 -05:00
Lincoln Stein
2b36565e9e awkward workaround for double-Annotated in model_record route 2023-11-10 21:32:44 -05:00
Lincoln Stein
cb8cdefd59
Merge branch 'main' into refactor/model-manager-2 2023-11-10 19:24:19 -05:00
Lincoln Stein
f1c846ba5c blackify 2023-11-10 19:14:29 -05:00
Lincoln Stein
3a6ba236f5 replace _class_map in ModelConfigFactory with a nested discriminated union 2023-11-10 19:14:15 -05:00
psychedelicious
6494e8e551 chore: ruff format 2023-11-11 10:55:40 +11:00
psychedelicious
513fceac82 chore: ruff check - fix pycodestyle 2023-11-11 10:55:33 +11:00
psychedelicious
99a8ebe3a0 chore: ruff check - fix flake8-bugbear 2023-11-11 10:55:28 +11:00
psychedelicious
3a136420d5 chore: ruff check - fix flake8-comprensions 2023-11-11 10:55:23 +11:00
Lincoln Stein
0544917161 multiple small fixes suggested in reviews from psychedelicious and ryan 2023-11-10 18:25:37 -05:00
Lincoln Stein
f1c195afb7 Merge branch 'main' into refactor/model-manager-2 2023-11-10 17:54:28 -05:00
Wubbbi
6001d3d71d Change pad_to_multiple_of to be 8 for all cases. Add comment about it's temporary status 2023-11-10 17:51:59 -05:00
Wubbbi
8831d1ee41 Update Documentation 2023-11-10 17:51:59 -05:00
Wubbbi
a0be83e370 Update Transformers to 4.34 and fix pad_to_multiple_of 2023-11-10 17:51:59 -05:00
Lincoln Stein
8702a63197 add support for downloading and installing LCM lora diffusers models 2023-11-10 17:51:30 -05:00
blessedcoolant
356b5a41a9 wip: Add LCMScheduler 2023-11-10 06:54:36 -08:00
psychedelicious
2570497d83 fix(installer): fix import of ValidationError
It was being imported from a deprecated module
2023-11-10 06:11:15 +11:00
psychedelicious
6aa87f973e fix(nodes): create app/shared/ module to prevent circular imports
We have a number of shared classes, objects, and functions that are used in multiple places. This causes circular import issues.

This commit creates a new `app/shared/` module to hold these shared classes, objects, and functions.

Initially, only `FreeUConfig` and `FieldDescriptions` are moved here. This resolves a circular import issue with custom nodes.

Other shared classes, objects, and functions will be moved here in future commits.
2023-11-09 16:41:55 +11:00
Lincoln Stein
927f8a66e6 Merge branch 'main' into refactor/model-manager-2 2023-11-08 16:46:08 -05:00
Lincoln Stein
6b173cc66f multiple small stylistic changes requested by reviewers 2023-11-08 16:45:26 -05:00
Lincoln Stein
ce22c0fbaa sync pydantic and sql field names; merge routes 2023-11-06 18:08:57 -05:00
Kent Keirsey
ff8a8a1963
Merge branch 'main' into feat/nodes/freeu 2023-11-06 09:04:54 -08:00
Kent Keirsey
67f2616d5a
Merge branch 'main' into revert-4923-revert-4914-feat/mix-cnet-t2iadapter 2023-11-06 07:34:51 -08:00
Kent Keirsey
e66d0f7372
Merge branch 'main' into feat/nodes/freeu 2023-11-06 05:39:58 -08:00
Lincoln Stein
edeea5237b add sql-based model config store and api 2023-11-04 23:03:26 -04:00
Ryan Dick
aa02ebf8f5 Fix model cache gc.collect() condition. 2023-11-04 08:52:10 -04:00
Ryan Dick
fb3d0c4b12 Fix bug in model cache reference count checking. 2023-11-03 13:50:40 -07:00
Ryan Dick
8488ab0134 Reduce frequency that we call gc.collect() in the model cache. 2023-11-03 13:50:40 -07:00
Ryan Dick
875231ed3d Add reminder to clean up our model cache clearing logic. 2023-11-03 13:50:40 -07:00
Ryan Dick
43b300498f Remove explicit gc.collect() after transferring models from device to CPU. I'm not sure why this was there in the first place, but it was taking a significant amount of time (up to ~1sec in my tests). 2023-11-03 13:50:40 -07:00
Ryan Dick
e391f3c9a8 Skip torch.nn.Embedding.reset_parameters(...) when loading a text encoder model. 2023-11-02 19:41:33 -07:00
Ryan Dick
6e7a3f0546 (minor) Fix static checks and typo. 2023-11-02 19:20:37 -07:00
Ryan Dick
4a683cc669 Add a app config parameter to control the ModelCache logging behavior. 2023-11-02 19:20:37 -07:00
Ryan Dick
3781e56e57 Add log_memory_usage param to ModelCache. 2023-11-02 19:20:37 -07:00
Ryan Dick
8ff49109a8 Update get_pretty_snapshot_diff(...) to handle None-snapshots. 2023-11-02 19:20:37 -07:00
Ryan Dick
bac2a757e8 Replace deepcopy with a pickle roundtrip in apply_ti(...) to improve speed. 2023-11-02 19:05:24 -07:00
Ryan Dick
fa7f6a6a10 Further tidying of LoRA patching. Revert some changes that didn't end up being important under the constraint that calculations are done on the same device as the model. 2023-11-02 10:03:17 -07:00
Ryan Dick
61b17c475a Add TODO note about improving _resolve_lora_key(...). 2023-11-02 10:03:17 -07:00
Ryan Dick
379d68f595 Patch LoRA on device when model is already on device. 2023-11-02 10:03:17 -07:00