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1561 Commits

Author SHA1 Message Date
skunkworxdark
c84526fae5 Fixed Tests that where using round_to_8 and removed redundant tests 2023-12-11 17:05:45 +00:00
skunkworxdark
f762940335 Merge branch 'main' into tiled-upscaling-graph 2023-12-11 16:57:36 +00:00
skunkworxdark
fefb78795f - Even_spilt overlap renamed to overlap_fraction 
- min_overlap removed * restrictions and round_to_8
- min_overlap handles tile size > image size by clipping the num tiles to 1.
- Updated assert test on min_overlap.
 2023-12-11 16:55:27 +00:00
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
Ryan Dick
545c811bf1 Remove device and dtype members from LoRAModelRaw, they can too easily get out-of-sync with the underlying layer states. 2023-11-02 10:03:17 -07:00
Ryan Dick
2ba5b44ec4 Remove unused _lora_forward_hook(...). 2023-11-02 10:03:17 -07:00
Ryan Dick
7f4ce518b7 auto-format lora.py 2023-11-02 10:03:17 -07:00
Lincoln Stein
5c9046580f
Merge branch 'main' into bugfix/textual-inversion 2023-10-24 14:17:43 -04:00
Lincoln Stein
6cbc69f3b7 support conversion of controlnets from safetensors to diffusers 2023-10-23 22:06:10 -04:00
Lincoln Stein
3546c41f4a close #4975 2023-10-23 18:48:14 -04:00
d8ahazard
fdf02c33d0 Catch generic model errors 
Prevent the app from dying on invalid models.
 2023-10-19 07:28:33 +11:00
Ryan Dick
a078efc0f2 Merge branch 'main' into ryan/multi-image-ip 2023-10-18 08:59:12 -04:00
psychedelicious
252c9a5f5a fix(backend): fix nsfw/watermarker util types 2023-10-18 09:08:13 +11:00
Kent Keirsey
b7555ddae8 Revert "Revert "chore: lint"" 
This reverts commit 38e7eb8878.
 2023-10-17 11:59:19 -04:00
Kent Keirsey
8afc47018b Revert "Revert "Cleaning up (removing diagnostic prints)"" 
This reverts commit 6e697b7b6f.
 2023-10-17 11:59:19 -04:00
Kent Keirsey
a97ec88e06 Revert "Revert "Changes to _apply_standard_conditioning_sequentially() and _apply_cross_attention_controlled_conditioning() to reflect changes to T2I-Adapter implementation to allow usage of T2I-Adapter and ControlNet at the same time."" 
This reverts commit c04fb451ee.
 2023-10-17 11:59:19 -04:00
Kent Keirsey
282d36b640 Revert "Revert "Fixing some var and arg names."" 
This reverts commit 58a0709c1e.
 2023-10-17 11:59:19 -04:00
psychedelicious
58a0709c1e Revert "Fixing some var and arg names." 
This reverts commit f11ba81a8d.
 2023-10-17 11:59:11 -04:00
psychedelicious
c04fb451ee Revert "Changes to _apply_standard_conditioning_sequentially() and _apply_cross_attention_controlled_conditioning() to reflect changes to T2I-Adapter implementation to allow usage of T2I-Adapter and ControlNet at the same time." 
This reverts commit 378689a519.
 2023-10-17 11:59:11 -04:00
psychedelicious
6e697b7b6f Revert "Cleaning up (removing diagnostic prints)" 
This reverts commit 06f8a3276d.
 2023-10-17 11:59:11 -04:00
psychedelicious
38e7eb8878 Revert "chore: lint" 
This reverts commit fff29d663d.
 2023-10-17 11:59:11 -04:00
psychedelicious
fff29d663d chore: lint 2023-10-17 19:42:06 +11:00
user1
06f8a3276d Cleaning up (removing diagnostic prints) 2023-10-17 19:42:06 +11:00
user1
378689a519 Changes to _apply_standard_conditioning_sequentially() and _apply_cross_attention_controlled_conditioning() to reflect changes to T2I-Adapter implementation to allow usage of T2I-Adapter and ControlNet at the same time. 
Also, the PREVIOUS commit (@8d3885d, which was already pushed to github repo) was wrongly commented, but too late to fix without a force push or other mucking that I'm reluctant to do. That commit is actually the one that has all the changes to diffusers_pipeline.py to use additional arg down_intrablock_additional_residuals (introduced in diffusers PR https://github.com/huggingface/diffusers/pull/5362) to detangle T2I-Adapter from ControlNet inputs to main UNet.
 2023-10-17 19:42:06 +11:00
user1
f11ba81a8d Fixing some var and arg names. 2023-10-17 19:42:06 +11:00
Millun Atluri
001bba1719
Merge branch 'main' into feat/nodes/freeu 2023-10-17 15:58:00 +11:00
psychedelicious
c238a7f18b feat(api): chore: pydantic & fastapi upgrade 
Upgrade pydantic and fastapi to latest.

- pydantic~=2.4.2
- fastapi~=103.2
- fastapi-events~=0.9.1

**Big Changes**

There are a number of logic changes needed to support pydantic v2. Most changes are very simple, like using the new methods to serialized and deserialize models, but there are a few more complex changes.

**Invocations**

The biggest change relates to invocation creation, instantiation and validation.

Because pydantic v2 moves all validation logic into the rust pydantic-core, we may no longer directly stick our fingers into the validation pie.

Previously, we (ab)used models and fields to allow invocation fields to be optional at instantiation, but required when `invoke()` is called. We directly manipulated the fields and invocation models when calling `invoke()`.

With pydantic v2, this is much more involved. Changes to the python wrapper do not propagate down to the rust validation logic - you have to rebuild the model. This causes problem with concurrent access to the invocation classes and is not a free operation.

This logic has been totally refactored and we do not need to change the model any more. The details are in `baseinvocation.py`, in the `InputField` function and `BaseInvocation.invoke_internal()` method.

In the end, this implementation is cleaner.

**Invocation Fields**

In pydantic v2, you can no longer directly add or remove fields from a model.

Previously, we did this to add the `type` field to invocations.

**Invocation Decorators**

With pydantic v2, we instead use the imperative `create_model()` API to create a new model with the additional field. This is done in `baseinvocation.py` in the `invocation()` wrapper.

A similar technique is used for `invocation_output()`.

**Minor Changes**

There are a number of minor changes around the pydantic v2 models API.

**Protected `model_` Namespace**

All models' pydantic-provided methods and attributes are prefixed with `model_` and this is considered a protected namespace. This causes some conflict, because "model" means something to us, and we have a ton of pydantic models with attributes starting with "model_".

Forunately, there are no direct conflicts. However, in any pydantic model where we define an attribute or method that starts with "model_", we must tell set the protected namespaces to an empty tuple.

```py
class IPAdapterModelField(BaseModel):
    model_name: str = Field(description="Name of the IP-Adapter model")
    base_model: BaseModelType = Field(description="Base model")

    model_config = ConfigDict(protected_namespaces=())
```

**Model Serialization**

Pydantic models no longer have `Model.dict()` or `Model.json()`.

Instead, we use `Model.model_dump()` or `Model.model_dump_json()`.

**Model Deserialization**

Pydantic models no longer have `Model.parse_obj()` or `Model.parse_raw()`, and there are no `parse_raw_as()` or `parse_obj_as()` functions.

Instead, you need to create a `TypeAdapter` object to parse python objects or JSON into a model.

```py
adapter_graph = TypeAdapter(Graph)
deserialized_graph_from_json = adapter_graph.validate_json(graph_json)
deserialized_graph_from_dict = adapter_graph.validate_python(graph_dict)
```

**Field Customisation**

Pydantic `Field`s no longer accept arbitrary args.

Now, you must put all additional arbitrary args in a `json_schema_extra` arg on the field.

**Schema Customisation**

FastAPI and pydantic schema generation now follows the OpenAPI version 3.1 spec.

This necessitates two changes:
- Our schema customization logic has been revised
- Schema parsing to build node templates has been revised

The specific aren't important, but this does present additional surface area for bugs.

**Performance Improvements**

Pydantic v2 is a full rewrite with a rust backend. This offers a substantial performance improvement (pydantic claims 5x to 50x depending on the task). We'll notice this the most during serialization and deserialization of sessions/graphs, which happens very very often - a couple times per node.

I haven't done any benchmarks, but anecdotally, graph execution is much faster. Also, very larges graphs - like with massive iterators - are much, much faster.
 2023-10-17 14:59:25 +11:00
Ryan Dick
3079c75a60 (minor) Make it more clear that shape annotations are just comments and not commented lines of code. 2023-10-16 08:35:32 -04:00
psychedelicious
53b6f0dc73
Merge branch 'main' into ryan/multi-image-ip 2023-10-16 17:16:10 +11:00
blessedcoolant
2c6772f92f
Merge branch 'main' into bugfix/trim-whitespace-from-urls 2023-10-15 17:41:41 +05:30
blessedcoolant
c9d95e5758
Merge branch 'main' into bugfix/ignore-dot-directories-on-model-scan 2023-10-15 17:23:02 +05:30
psychedelicious
48626c40fd fix(backend): handle systems with glibc < 2.33 
`mallinfo2` is not available on `glibc` < 2.33.

On these systems, we successfully load the library but get an `AttributeError` on attempting to access `mallinfo2`.

I'm not sure if the old `mallinfo` will work, and not sure how to install it safely to test, so for now we just handle the `AttributeError`.

This means the enhanced memory snapshot logic will be skipped for these systems, which isn't a big deal.
 2023-10-15 07:56:55 +11:00
Ryan Dick
8464450a53 Add support for multi-image IP-Adapter. 2023-10-14 12:50:33 -04:00
Lincoln Stein
a1001b6d10
Merge branch 'main' into bugfix/ignore-dot-directories-on-model-scan 2023-10-14 10:37:55 -04:00
Lincoln Stein
15cabc4968 Possibly closes #4815 2023-10-12 23:37:05 -04:00
Lincoln Stein
29c3f49182 enable the ram cache slider in invokeai-configure 2023-10-12 23:04:16 -04:00
Lincoln Stein
21d5969942 strip leading and trailing quotes as well as whitespace 2023-10-12 22:35:02 -04:00
Lincoln Stein
52274087f3 close #4536 2023-10-12 21:24:07 -04:00
psychedelicious
9646157ad5 fix: fix test imports 2023-10-12 12:15:06 -04:00
Ryan Dick
40f9e49b5e Demote model cache logs from warning to debug based on the conversation here: https://discord.com/channels/1020123559063990373/1049495067846524939/1161647290189090816 2023-10-11 12:02:46 -04:00
psychedelicious
15b33ad501 feat(nodes): add freeu support 
Add support for FreeU. See:
- https://huggingface.co/docs/diffusers/main/en/using-diffusers/freeu
- https://github.com/ChenyangSi/FreeU

Implementation:
- `ModelPatcher.apply_freeu()` handles the enabling freeu (which is very simple with diffusers).
- `FreeUConfig` model added to hold the hyperparameters.
- `freeu_config` added as optional sub-field on `UNetField`.
- `FreeUInvocation` added, works like LoRA - chain it to add the FreeU config to the UNet
- No support for model-dependent presets, this will be a future workflow editor enhancement

Closes #4845
 2023-10-11 13:49:28 +11:00
Ryan Dick
61242bf86a Fix bug in skip_torch_weight_init() where the original behavior of torch.nn.Conv*d modules wasn't being restored correctly. 2023-10-10 10:05:50 -04:00
Ryan Dick
58b56e9b1e Add a skip_torch_weight_init() context manager to improve model load times (from disk). 2023-10-09 14:12:56 -04:00
Lincoln Stein
fe0cf2c160 remove hardcoded subfolder name from model downloader 2023-10-08 17:45:39 -04:00
Ryan Dick
971ccfb081 Refactor multi-IP-Adapter to clean up the interface around changing scales. 2023-10-06 20:43:43 -04:00
Ryan Dick
43a3c3c7ea Fix typo in setting IP-Adapter scales. 2023-10-06 20:43:43 -04:00
Ryan Dick
4df1cdb34d Tidy _prepare_attention_processors(...) logic. 2023-10-06 20:43:43 -04:00
Ryan Dick
d8d0c9af09 Fix handling of scales with multiple IP-Adapters. 2023-10-06 20:43:43 -04:00
Ryan Dick
26b91a538a Fixes to get IP-Adapter tests working with new multi-IP-Adapter support. 2023-10-06 20:43:43 -04:00
Ryan Dick
7ca456d674 Update IP-Adapter model to enable running multiple IP-Adapters at once. (Not tested yet.) 2023-10-06 20:43:43 -04:00
Ryan Dick
78828b6b9c WIP - Accept a list of IPAdapterFields in DenoiseLatents. 2023-10-06 20:43:43 -04:00
Ryan Dick
4f97bd4418
Merge branch 'main' into ryan/model-tests 2023-10-06 19:47:28 -04:00
Ryan Dick
e0e001758a Remove @slow decorator in favor of @pytest.mark.slow. 2023-10-06 18:26:06 -04:00
Ryan Dick
096d195d6e
Merge branch 'main' into ryan/model-cache-logging-only 2023-10-06 09:52:45 -04:00
Ryan Dick
1c8b1fbc53 POC of a test that depends on models. 2023-10-05 15:35:58 -04:00
Ryan Dick
78377469db
Add support for T2I-Adapter in node workflows (#4612) 
* Bump diffusers to 0.21.2.

* Add T2IAdapterInvocation boilerplate.

* Add T2I-Adapter model to model-management.

* (minor) Tidy prepare_control_image(...).

* Add logic to run the T2I-Adapter models at the start of the DenoiseLatentsInvocation.

* Add logic for applying T2I-Adapter weights and accumulating.

* Add T2IAdapter to MODEL_CLASSES map.

* yarn typegen

* Add model probes for T2I-Adapter models.

* Add all of the frontend boilerplate required to use T2I-Adapter in the nodes editor.

* Add T2IAdapterModel.convert_if_required(...).

* Fix errors in T2I-Adapter input image sizing logic.

* Fix bug with handling of multiple T2I-Adapters.

* black / flake8

* Fix typo

* yarn build

* Add num_channels param to prepare_control_image(...).

* Link to upstream diffusers bugfix PR that currently requires a workaround.

* feat: Add Color Map Preprocessor

Needed for the color T2I Adapter

* feat: Add Color Map Preprocessor to Linear UI

* Revert "feat: Add Color Map Preprocessor"

This reverts commit a1119a00bf.

* Revert "feat: Add Color Map Preprocessor to Linear UI"

This reverts commit bd8a9b82d8.

* Fix T2I-Adapter field rendering in workflow editor.

* yarn build, yarn typegen

---------

Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
 2023-10-05 16:29:16 +11:00
Ryan Dick
fbe6452c45 Add support for IPAdapterPlusXL based on 6219530507. 2023-10-04 22:35:17 -04:00
Ryan Dick
2479a59e5e Re-enable garbage collection in model cache MemorySnapshots. 2023-10-03 15:18:47 -04:00
Ryan Dick
7d0ac2c36d (minor) clean up typos. 2023-10-03 15:00:03 -04:00
Ryan Dick
519b892f0c Add unit test for Struct_mallinfo2.__str__() 2023-10-03 14:25:34 -04:00
Ryan Dick
763dcacfd3 Add unit test for get_pretty_snapshot_diff(...). 2023-10-03 14:25:34 -04:00
Ryan Dick
22a84930f6 Disable garbage collection in ModelCache calls to MemorySnapshot in order minimize snapshot overhead. 2023-10-03 14:25:34 -04:00
Ryan Dick
d64e17e043 Add README with info about glib memory fragmentation caused by the model cache. 2023-10-03 14:25:34 -04:00
Ryan Dick
ba54277011 Catch a more specific exception in environments that do not have a libc shared library. 2023-10-03 14:25:34 -04:00
Ryan Dick
5915a4a51c Minor fixes. 2023-10-03 14:25:34 -04:00
Ryan Dick
4580ba0d87 Remove logic to update model cache size estimates dynamically. 2023-10-03 14:25:34 -04:00
Ryan Dick
b9fd2e9e76 Improve get_pretty_snapshot_diff(...) message formatting. 2023-10-03 14:25:34 -04:00
Ryan Dick
75b65597af Add malloc info to MemorySnapshot. 2023-10-03 14:25:34 -04:00
Ryan Dick
2a3c0ab5d2 Move MemorySnapshot to its own file. 2023-10-03 14:25:34 -04:00
Ryan Dick
7d61373b82 Add LibcUtil class. 2023-10-03 14:25:34 -04:00
Ryan Dick
7d65555a5a Fix type error in torch device comparison. 2023-10-03 14:25:34 -04:00
Ryan Dick
123f2b2dbc Update cache model size estimates based on changes in VRAM when moving models to/from CUDA. 2023-10-03 14:25:34 -04:00
Ryan Dick
1e4e42556e Update model cache device comparison to treat 'cuda' and 'cuda:0' as the same device type. 2023-10-03 14:25:34 -04:00
Ryan Dick
1f6699ac43 Consolidate all model.to(...) calls in the model cache to use a utility function with better logging. 2023-10-03 14:25:34 -04:00
Ryan Dick
ace8665411 Add warning log if moving a model from cuda to cpu causes unexpected change in VRAM usage. 2023-10-03 14:25:34 -04:00
Ryan Dick
7fa5bae8fd Add warning log if moving model from RAM to VRAM causes an unexpected change in VRAM usage. 2023-10-03 14:25:34 -04:00
Ryan Dick
f9faca7c91 Add warning log if model mis-reports its required cache memory before load from disk. 2023-10-03 14:25:34 -04:00
Ryan Dick
594fd3ba6d Add debug logging of changes in RAM and VRAM for all model cache operations. 2023-10-03 14:25:34 -04:00
Ryan Dick
44d68f5ed5 Auto-format model_cache.py. 2023-10-03 14:25:34 -04:00
psychedelicious
045d3f6139 chore: flake8 2023-09-28 13:49:31 +10:00
Lincoln Stein
f6bbcd0589 remove dangling debug statement 2023-09-27 22:26:26 -04:00
Lincoln Stein
ada22a799e remove dangling debug statement 2023-09-27 22:26:06 -04:00
Lincoln Stein
034af2d9f8 enable downloading from subfolders for repo_ids 2023-09-27 22:11:56 -04:00
Ryan Dick
0fc14afcf0
Merge branch 'main' into bug/ip-adapter-calc-size 2023-09-27 09:42:51 -04:00
Lincoln Stein
3fd27b1aa9 run correct version of black 2023-09-26 08:03:34 -04:00
Lincoln Stein
d59e534cad use heuristic to select RAM cache size during headless install; blackified 2023-09-26 08:03:34 -04:00
Ryan Dick
399ebe443e Fix IP-Adapter calculation of memory footprint. 2023-09-25 18:28:10 -04:00
Lincoln Stein
43ebd68313
Merge branch 'main' into install/install-ip-adapters 2023-09-24 23:19:25 -04:00
Lincoln Stein
912087e4dc blackify 2023-09-24 19:00:38 -04:00
Lincoln Stein
593fb95213 ip_adapter_sd15 & its encoder will now be installed by default during headless install 2023-09-24 19:00:21 -04:00
Lincoln Stein
a1d9e6b871
Merge branch 'main' into bugfix/probe_ip_adapter 2023-09-24 15:39:43 -04:00
Lincoln Stein
e34e6d6e80 enable v_prediction for sd-1 models 2023-09-24 12:22:29 -04:00
Lincoln Stein
86cb53342a fix probing for ip_adapter folders 2023-09-23 22:32:03 -04:00
Lincoln Stein
25a71a1791
Merge branch 'main' into refactor/rename-get-logger 2023-09-23 14:49:07 -07:00
Ryan Dick
bf62553150 (minor) Update documentation to reflect that a bug was fixed in InvokeAI/ip_adapter_sdxl_vit_h by e178288fb6 2023-09-20 20:18:33 -04:00
Lincoln Stein
0960518088 add techjedi's database maintenance script 2023-09-20 17:46:49 -04:00
Kevin Turner
b1b5f70ea6
Merge branch 'main' into feat/taesd 2023-09-20 12:54:17 -07:00
Kevin Turner
e487bcd0f7 feat(model management): guess whether a VAE is for SDXL based on its name 2023-09-20 12:07:12 -07:00
Kevin Turner
e0f8274f49 feat(model management): guess whether a VAE is for SDXL based on its name 2023-09-20 12:06:55 -07:00
Lincoln Stein
0420874f56 reimplement the old invokeai-metadata command 2023-09-20 13:49:29 -04:00
Kevin Turner
f222b871e9 Merge remote-tracking branch 'origin/main' into feat/taesd 
# Conflicts:
#	invokeai/backend/model_management/model_probe.py
 2023-09-20 10:46:55 -07:00
Ryan Dick
92b49e45bb Address flake8 error. 2023-09-18 16:33:16 -04:00
Ryan Dick
b05b8ef677 Switch to using torch 2.0 attention for IP-Adapter (more memory-efficient). 2023-09-18 16:30:53 -04:00
blessedcoolant
e0dddbd38e chore: fix isort issues 2023-09-17 12:13:03 +12:00
blessedcoolant
b7773c9962 chore: black & lint fixes 2023-09-17 12:00:21 +12:00
user1
c48e648cbb Added per-step setting of IP-Adapter weights (for param easing, etc.) 2023-09-16 12:36:16 -07:00
user1
7ee13879e3 Added check in IP-Adapter to avoid begin/end step percent handling if use of IP-Adapter is already turned off due to potential clash with other cross attention control. 2023-09-16 09:29:50 -07:00
user1
ced297ed21 Initial implementation of IP-Adapter "begin_step_percent" and "end_step_percent" for controlling on which steps IP-Adapter is applied in the denoising loop. 2023-09-16 08:24:12 -07:00
Ryan Dick
343df03a92 isort 2023-09-15 13:18:00 -04:00
Ryan Dick
b57acb7353 Merge branch 'main' into feat/ip-adapter 2023-09-15 13:15:25 -04:00
Kent Keirsey
afe9756667
Merge branch 'main' into feat/taesd 2023-09-15 12:19:19 -04:00
Sergey Borisov
ff3150a818 Update lora hotfix to new diffusers version(scale argument added) 2023-09-15 12:19:01 -04:00
Ryan Dick
16664da5b6 black 2023-09-14 23:49:02 -04:00
Ryan Dick
c104807201 Update list of supported IP-Adapters. 2023-09-14 23:43:19 -04:00
Ryan Dick
990ce9a1da Lookup IP-Adapter linked image encoder from disk instead of storing in model config metadata. 2023-09-14 23:06:57 -04:00
Ryan Dick
c2f074dc2f Fix python static checks. 2023-09-14 16:48:47 -04:00
Ryan Dick
fca60862e2 Add README.md describing IP-Adapter model formats. 2023-09-14 16:02:07 -04:00
Ryan Dick
94c186bb4c Fix bug in IPAdapter.to(...). 2023-09-14 15:45:25 -04:00
Ryan Dick
a22c8cb3a1 Improve robustness of check for IPAdapter vs IPAdapterPlus. 2023-09-14 15:25:41 -04:00
Ryan Dick
781e8521d5 Eliminate the need for IPAdapter.initialize(). 2023-09-14 15:02:59 -04:00
Ryan Dick
d114d0ba95 Remove need for the image_encoder param in IPAdapter.initialize(). 2023-09-14 14:14:35 -04:00
Ryan Dick
388554448a Add CLIP Vision model to IP-Adapter info and use this to infer which model to use. 2023-09-14 11:57:53 -04:00
Ryan Dick
d5160648d0 Add support for downloading IP-Adapter models from HF. 2023-09-14 11:18:43 -04:00
Ryan Dick
6d0ea42a94 Get CLIPVision model download from HF working. 2023-09-14 09:54:10 -04:00
Ryan Dick
2c1100509f Add BaseModelType.Any to be used by CLIPVisionModel. 2023-09-14 08:19:55 -04:00
Ryan Dick
c34b359c36 (minor) Remove duplicate TODO. 2023-09-13 21:25:20 -04:00
Ryan Dick
77d135967f Update IPAdapterModel to respect requested torch_dtype. 2023-09-13 21:06:42 -04:00
Ryan Dick
ebf26687cb (minor) Remove unnecessary TODO. 2023-09-13 21:03:42 -04:00
Ryan
2f5e923008 Removed duplicate import in model_cache.py 2023-09-13 19:33:43 -04:00
Ryan
b7296000e4 made MPS calls conditional on MPS actually being the chosen device with backend available 2023-09-13 19:33:43 -04:00
Ryan
fab055995e Add empty_cache() for MPS hardware. 2023-09-13 19:33:43 -04:00
Ryan Dick
1c8991a3df Use CLIPVisionModel under model management for IP-Adapter. 2023-09-13 19:10:02 -04:00
Ryan Dick
3d52656176 Add CLIPVisionModel to model management. 2023-09-13 17:14:20 -04:00
Kevin Turner
090db1ab3a Merge remote-tracking branch 'origin/main' into feat/taesd 2023-09-13 09:17:53 -07:00
Ryan Dick
3ee9a21647 Initial (barely) working version of IP-Adapter model management. 2023-09-13 08:27:24 -04:00
Ryan Dick
0d823901ef Add IPAdapter to model_management __init__.py 2023-09-13 08:27:24 -04:00
Ryan Dick
7ee55489bb Improve model search warning messages. 2023-09-13 08:27:24 -04:00
Ryan Dick
163ece9aee Initial skeleton for IPAdapter model management. 2023-09-13 08:27:24 -04:00
Martin Kristiansen
e467ca7f1b Apply black, isort, flake8 2023-09-12 13:01:58 -04:00
Martin Kristiansen
e88d7c242f isort wip 3 2023-09-12 13:01:58 -04:00
Martin Kristiansen
caea6d11c6 isort wip 2 2023-09-12 13:01:58 -04:00
Millun Atluri
88db094cf2
Merge branch 'main' into feat/taesd 2023-09-11 22:11:25 +10:00
Ryan Dick
50a0691514 flake8 2023-09-08 18:05:31 -04:00
Ryan Dick
a255624984 black 2023-09-08 17:55:23 -04:00
Ryan Dick
2630fe3608 Remove unused ip_adapter/utils.py file. 2023-09-08 16:25:34 -04:00
Ryan Dick
6ca6cf713c Tidy IPAdapter. Add types, improve field/method naming. 2023-09-08 16:00:58 -04:00
Ryan Dick
3f7d5b4e0f Remove redundant IPAdapterXL class. 2023-09-08 15:46:10 -04:00
Ryan Dick
91596d9527 Re-factor IPAdapter to patch UNet in a context manager. 2023-09-08 15:39:22 -04:00
Ryan Dick
d669f0855d Comment unused IPAdapter generate(...) methods. 2023-09-08 13:12:42 -04:00
Ryan Dick
b2d5b53b5f Pass IP-Adapter conditioning via cross_attention_kwargs instead of concatenating to the text embedding. This avoids interference with other features that manipulate the text embedding (e.g. long prompts). 2023-09-08 11:47:36 -04:00
Ryan Dick
ddc148b70b Move ConditioningData and its field classes to their own file. This will allow new conditioning types to be added more cleanly without introducing circular dependencies. 2023-09-08 11:00:11 -04:00
Ryan Dick
c2d43f007b Specify the image_embedding_len in the IPAttnProcessor rather than the text embedding length. This enables the IPAttnProcessor to handle text embeddings of varying lengths. 2023-09-07 18:20:21 -04:00
Ryan Dick
7703bf2ca1 Delete IP-Adapter copies of AttnProcessor and AttnProcessor2_0, which were unmodified from diffusers. 2023-09-07 15:00:13 -04:00
Millun Atluri
b5e1ba34b3
Merge branch 'main' into refactor/rename-get-logger 2023-09-07 23:19:59 +10:00
Ryan Dick
23fdf0156f Clean up IP-Adapter in diffusers_pipeline.py - WIP 2023-09-06 20:42:20 -04:00
Ryan Dick
d776e0a0a9 Split ControlField and IpAdapterField. 2023-09-06 17:03:37 -04:00
Lincoln Stein
c54c1f603b
Merge branch 'main' into bugfix/set-vram-on-macs 2023-09-05 07:09:39 -04:00
blessedcoolant
f44496a579 Merge branch 'main' into feat/ip-adapter 2023-09-05 15:22:15 +12:00
psychedelicious
95ecb1a0c1 fix(ip_adapter): add None to types 2023-09-05 12:30:00 +10:00
blessedcoolant
a9fafad5b5 chore: sync, lint & update 2023-09-05 14:17:23 +12:00
Lincoln Stein
d2e327add9 install models/core/misc/lama/lama.pt 2023-09-04 21:54:40 -04:00
psychedelicious
58aa159a50 fix(backend): fix remaining instances of getLogger() 2023-09-05 10:43:30 +10:00
psychedelicious
d8f7c19030
Merge branch 'main' into refactor/rename-get-logger 2023-09-05 10:37:53 +10:00
blessedcoolant
3ac68cde66 chore: flake8 cleanup 2023-09-05 12:07:12 +12:00
blessedcoolant
65a76a086b cleanup: Some basic cleanup 2023-09-05 11:54:28 +12:00
blessedcoolant
07381e5a26 cleanup: merge conflicts 2023-09-05 11:37:12 +12:00
blessedcoolant
6bb378a101 Merge branch 'main' into feat/ip-adapter 2023-09-05 11:35:19 +12:00
blessedcoolant
917c2c480e Merge branch 'main' into lama-infill 2023-09-03 23:16:34 +12:00
blessedcoolant
f1f7778e73
Merge branch 'main' into chore/clean-up-unused-files 2023-09-03 02:59:31 +12:00
Lincoln Stein
c965d3eb6b
Merge branch 'main' into bugfix/set-vram-on-macs 2023-09-02 10:08:13 -04:00
blessedcoolant
ec09e21fc2 Merge branch 'main' into lama-infill 2023-09-02 23:02:38 +12:00
Kevin Turner
7df67d077a
Merge branch 'main' into feat/taesd 2023-09-01 22:18:40 -07:00
Lincoln Stein
6f6d920686
[Feature] Support the XL inpainting model (#4431) 
* add StableDiffusionXLInpaintPipeline to probe list

* add StableDiffusionXLInpaintPipeline to probe list

* Blackified (?)

---------

Authored-by: Lincoln Stein <lstein@gmail.com>
Mucked about with to get it merged by: Kent Keirsey <31807370+hipsterusername@users.noreply.github.com>
 2023-09-01 22:58:14 -04:00
psychedelicious
4b78deba92
Merge branch 'main' into bugfix/set-vram-on-macs 2023-09-02 11:33:20 +10:00
psychedelicious
b761807219
Merge branch 'main' into feat/ip-adapter 2023-09-02 11:31:08 +10:00
psychedelicious
9cb04f6f80 chore: remove unused files 2023-09-02 11:12:19 +10:00
blessedcoolant
48484e9fc8 Merge branch 'main' into lama-infill 2023-09-02 11:08:31 +12:00
blessedcoolant
a12fbc7406 chore: black fix 2023-09-02 10:51:53 +12:00
Sergey Borisov
5151798a16 Cleanup memory after model run 2023-09-01 20:50:39 +03:00
blessedcoolant
1a9f552a75 experimental: Add CV2 Infill 2023-09-02 04:48:18 +12:00
user1
fb1b03960e Added IP-Adapter SDXL support. Added IP-Adapter "Plus" (more detail) model support. 2023-09-01 04:40:30 -07:00
user1
74bfb5e1f9 First commit of separate node for IP-Adapter. 
And it own dataclasses for passing info.
 2023-08-31 23:07:15 -07:00
Kevin Turner
bc1bce18b0 Merge branch 'main' into feat/taesd 2023-08-31 20:26:10 -07:00
Lincoln Stein
44b49c7f2d fixed true source of problem 2023-08-31 22:55:17 -04:00
Lincoln Stein
52a5f1f56f prevent from trying to set vram on macs 2023-08-31 22:50:53 -04:00
blessedcoolant
b94ec14853 chore: Black lint fix 2023-09-01 09:19:10 +12:00
blessedcoolant
54cda8ea42 chore: Change LaMA log statement to use InvokeAI Logger 2023-09-01 09:17:41 +12:00
Lincoln Stein
b567d65032 blackify and rerun frontend build 2023-08-31 10:35:17 -04:00
user1
5a9993772d Added ip_adapter_strength parameter to adjust weighting of IP-Adapter's added cross-attention layers 2023-08-30 17:28:30 -07:00
user1
9f86cfa471 Working POC of IP-Adapters. Not fully nodified yet. 2023-08-30 17:28:30 -07:00
user1
8c1390166f Modifying code from https://github.com/tencent-ailab/IP-Adapter. Also adding license notice at top. 2023-08-30 17:28:30 -07:00
user1
1ad98ce999 Core ip_adapter files from https://github.com/tencent-ailab/IP-Adapter 
Copied into InvokeAI since IP-Adapter repo is not a package. Is there a better way to do this for non-packaged Python code while still keeping InvokeAI install easy?
 2023-08-30 17:28:30 -07:00
Lincoln Stein
83163ddd9a fix migrate script to work when autoimport directories are None 2023-08-30 18:46:17 -04:00
Sergey Borisov
8562dbaaa8 Hotfix to make second order schedulers work with mask 2023-08-30 02:18:08 +03:00
blessedcoolant
cfee8d9804 chore: seamless print statement cleanup 2023-08-29 13:09:30 +12:00
blessedcoolant
4196c669a0 chore: black / flake lint errors 2023-08-29 12:57:26 +12:00
blessedcoolant
a1398dec91 Merge branch 'main' into pr/4112 2023-08-29 12:56:59 +12:00
blessedcoolant
605e13eac0 chore: black fix 2023-08-29 07:50:17 +12:00
Kent Keirsey
2a1d7342a7 Seamless Patch from Stalker 2023-08-28 15:48:05 -04:00
blessedcoolant
99475ab800 chore: pyflake lint fixes 2023-08-29 05:16:23 +12:00
Sergey Borisov
2bf747caf6 Blackify 2023-08-28 18:36:27 +03:00
StAlKeR7779
cd548f73fd
Merge branch 'main' into feat_compel_and 2023-08-28 18:31:41 +03:00
Sergey Borisov
bb085c5fba Move monkeypatch for diffusers/torch bug to hotfixes.py 2023-08-28 18:29:49 +03:00
Kent Keirsey
421f5b7d75 Seamless Updates 2023-08-28 08:43:08 -04:00
blessedcoolant
3ef36707a8 chore: Black lint 2023-08-28 23:10:00 +12:00
Kent Keirsey
b9731cb434
Merge branch 'main' into Seamless 2023-08-28 00:12:23 -04:00
Kent Keirsey
1f476692da Seamless fixes 2023-08-28 00:10:46 -04:00
Kent Keirsey
5fdd25501b updates per stalkers comments 2023-08-27 22:54:53 -04:00
Sergey Borisov
b65c9ad612 Add monkeypatch for xformers to align unaligned attention_mask 2023-08-28 04:50:58 +03:00
Millun Atluri
24132a7950
Merge branch 'main' into refactor/rename-get-logger 2023-08-28 11:38:37 +10:00
StAlKeR7779
3e6c49001c
Change antialias to True as input - image 
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
 2023-08-28 02:54:39 +03:00
Kent Keirsey
ea40a7844a add VAE 2023-08-27 14:53:57 -04:00
Kent Keirsey
0d2e194213 Fixed dict error 2023-08-27 14:21:56 -04:00
Kent Keirsey
3de45af734 updates 2023-08-27 14:13:00 -04:00
Sergey Borisov
526c7e7737 Provide antialias argument as behaviour will be changed in future(deprecation warning) 2023-08-27 20:04:55 +03:00
blessedcoolant
e9633a3adb Merge branch 'main' into fix/inpaint_gen 2023-08-27 02:54:19 +12:00
Kevin Turner
dff466244d Merge remote-tracking branch 'origin/main' into feat/taesd 
# Conflicts:
#	invokeai/app/invocations/latent.py
 2023-08-25 15:21:47 -07:00
Lincoln Stein
0bf5fee1b2 correct solution to crash 2023-08-24 23:16:03 -04:00
Lincoln Stein
8114fc7bc2 UI tweak to column select 2023-08-24 23:16:03 -04:00
Lincoln Stein
f9d2bcce04 blackify 2023-08-24 23:16:03 -04:00
Lincoln Stein
84bf2a03e9 fix crash that occurs when no invokeai.yaml is present 2023-08-24 23:16:03 -04:00
blessedcoolant
fa3fcd7820 cleanup: Lama 2023-08-23 23:05:29 -04:00
blessedcoolant
5eb6148336 chore: black fix 2023-08-23 23:05:29 -04:00
blessedcoolant
49892faee4 experimental: LaMa Infill 2023-08-23 23:05:29 -04:00
Lincoln Stein
45d172d5a8
Merge branch 'main' into refactor/rename-get-logger 2023-08-20 16:08:32 -04:00
Lincoln Stein
ef317be1f9 blackify (again) 2023-08-20 15:46:12 -04:00
Lincoln Stein
027b84d1aa add noqa comments to util/__init__ 2023-08-20 15:43:17 -04:00
Lincoln Stein
11b670755d fix flake8 error 2023-08-20 15:39:45 -04:00
Lincoln Stein
a536719fc3 blackify 2023-08-20 15:27:51 -04:00
Lincoln Stein
8e6d88e98c resolve merge conflicts 2023-08-20 15:26:52 -04:00
Kevin Turner
6f9c1c6d4e Merge remote-tracking branch 'origin/dep/diffusers020' into feat/taesd 
# Conflicts:
#	invokeai/app/invocations/latent.py
 2023-08-18 14:19:27 -07:00
Kevin Turner
2fef478497 fix(convert_ckpt): Removed is_safetensors_available as safetensors is now a required dependency. 2023-08-18 11:05:59 -07:00
Kevin Turner
6df6abf6f6
Merge branch 'main' into dep/diffusers020 2023-08-18 11:02:52 -07:00
psychedelicious
3c43594c26 Merge branch 'main' into fix/inpaint_gen 2023-08-18 15:57:48 +10:00
Martin Kristiansen
ce465acf04 Fixed OnnxRuntimeModel import 2023-08-18 15:52:04 +10:00
Martin Kristiansen
33ee418d8c Fixing class level import 2023-08-18 15:52:04 +10:00
Martin Kristiansen
537ae2f901 Resolving merge conflicts for flake8 2023-08-18 15:52:04 +10:00
Kevin Turner
26a7b7b66d feat(model_probe): provide more clues when we fail to load a model. 2023-08-17 20:08:53 -07:00
Kevin Turner
8611ffe32d feat(TAESD): support TAESD — Tiny Autoencoder for Stable Diffusion 2023-08-17 20:08:53 -07:00
Kevin Turner
98a4cc20a9
Merge branch 'main' into dep/diffusers020 2023-08-17 20:04:11 -07:00
Lincoln Stein
e2bdcc0271
Merge branch 'main' into refactor/rename-performance-options 2023-08-17 22:36:08 -04:00
Lincoln Stein
ffd0f5924b pass lazy_offload to model cache 2023-08-17 22:35:16 -04:00
Sergey Borisov
cfd827cfad Added node for creating mask inpaint 2023-08-18 04:07:40 +03:00
Lincoln Stein
3cb6d333f6
Merge branch 'main' into refactor/rename-get-logger 2023-08-17 20:31:30 -04:00
Lincoln Stein
1d107f30e5 remove getLogger() completely 2023-08-17 19:17:38 -04:00
Lincoln Stein
79084e9e20 Merge branch 'main' into refactor/rename-get-logger 2023-08-17 19:01:17 -04:00
Lincoln Stein
4ebe839d54
Merge branch 'main' into bugfix/enable-links-in-autoimport 2023-08-17 18:55:45 -04:00
Lincoln Stein
bc16b50302 add followlinks to all os.walk() calls 2023-08-17 18:54:18 -04:00
Kevin Turner
4267132926 dep(diffusers): upgrade diffusers to 0.20 
Removed `is_safetensors_available` as safetensors is now a required dependency of diffusers.
 2023-08-17 13:42:29 -07:00
Lincoln Stein
e9a294f733
Merge branch 'main' into fix/inpaint_gen 2023-08-17 16:13:33 -04:00
Lincoln Stein
b69f26c85c add support for "balanced" attention slice size 2023-08-17 16:11:09 -04:00
Lincoln Stein
1102c12084
Merge branch 'main' into fix/sdxl_controlnet 2023-08-17 15:40:51 -04:00
Lincoln Stein
b5cee7d20c blackify chore 2023-08-17 15:40:15 -04:00
Lincoln Stein
23b4e1cea0
Merge branch 'main' into refactor/rename-performance-options 2023-08-17 14:43:00 -04:00
Lincoln Stein
c19835c2d0 wired attention configuration into backend 2023-08-17 14:20:45 -04:00
Lincoln Stein
ed38eaa10c refactor InvokeAIAppConfig 2023-08-17 13:47:26 -04:00
Lincoln Stein
842eb4bb0a
Merge branch 'main' into bugfix/enable-links-in-autoimport 2023-08-17 07:20:26 -04:00
Sergey Borisov
5aa7bfebd4 Fix masked generation with inpaint models 2023-08-16 20:28:33 +03:00
Lincoln Stein
fc9b4539a3
Merge branch 'main' into refactor/rename-get-logger 2023-08-16 09:19:52 -04:00
Lincoln Stein
bb1b8ceaa8
Update invokeai/backend/model_management/model_cache.py 
Co-authored-by: StAlKeR7779 <stalkek7779@yandex.ru>
 2023-08-16 08:48:44 -04:00
Lincoln Stein
f9958de6be added memory used to load models 2023-08-15 21:56:19 -04:00
Lincoln Stein
ec10aca91e report RAM and RAM cache statistics 2023-08-15 21:00:30 -04:00
Lincoln Stein
d6c9bf5b38 added sdxl controlnet detection 2023-08-15 12:51:15 -04:00
Sergey Borisov
4f82273fc4 Update 'monkeypatched' controlnet class 2023-08-15 11:07:43 -04:00
Lincoln Stein
b2934be6ba use as_posix() instead of str() 2023-08-14 22:59:26 -04:00
Lincoln Stein
eab67b6a01 fixed actual bug 2023-08-14 22:59:26 -04:00
Lincoln Stein
5190a4c282 further removal of Paths 2023-08-14 22:59:26 -04:00
Lincoln Stein
141d438517 prevent windows from crashing with a WindowsPath serialization error on merge 2023-08-14 22:59:26 -04:00
psychedelicious
549d2e0485 chore: remove old web server code and python deps 2023-08-15 10:54:57 +10:00
Lincoln Stein
09ef57718e fix docs 2023-08-14 20:20:35 -04:00
Lincoln Stein
cab8239ba8 add get_logger() as alias for getLogger() 2023-08-14 20:18:09 -04:00
Lincoln Stein
b524bf3c04 allow symbolic links to be followed during autoimport 2023-08-14 07:37:47 -04:00
psychedelicious
9d3cd85bdd chore: black 2023-08-14 13:02:33 +10:00
psychedelicious
9fee3f7b66 Revert "Add magic to debug" 
This reverts commit 511da59793.
 2023-08-14 12:58:08 +10:00
Sergey Borisov
511da59793 Add magic to debug 2023-08-14 05:14:24 +03:00
Sergey Borisov
3d8da67be3 Remove callback-generator wrapper 2023-08-14 03:35:15 +03:00
Sergey Borisov
096333ba3f Fix error on zero timesteps 2023-08-14 00:20:01 +03:00
Sergey Borisov
7a8f14d595 Clean-up code a bit 2023-08-13 19:50:48 +03:00
blessedcoolant
561951ad98 chore: Black linting 2023-08-13 21:28:39 +12:00
blessedcoolant
9f6221fe8c Merge branch 'main' into feat/refactor_generation_backend 2023-08-12 18:37:47 +12:00
Lincoln Stein
0b11f309ca instead of crashing when a corrupted model is detected, warn and move on 2023-08-11 15:05:14 -04:00
Ryan Dick
6a8eb392b2 Add support for loading SDXL LoRA weights in diffusers format. 2023-08-11 14:40:22 -04:00
Sergey Borisov
f3ae52ff97 Fix error at high denoising_start, fix unipc(cpu_only) 2023-08-11 15:46:16 +03:00
blessedcoolant
231e665675 Merge branch 'main' into feat/refactor_generation_backend 2023-08-11 20:53:38 +12:00
Sergey Borisov
c0c2ab3dcf Format by black 2023-08-11 03:20:56 +03:00
Sergey Borisov
56023bc725 Add support for LyCORIS IA3 format 2023-08-11 02:08:08 +03:00
Lincoln Stein
d0fee93aac round slider values to nice numbers 2023-08-10 18:00:45 -04:00
Lincoln Stein
1bfe9835cf clip cache settings to permissible values; remove redundant imports in install __init__ file 2023-08-10 18:00:45 -04:00
Kent Keirsey
f6522c8971
Merge branch 'main' into fix/detect-more-loras 2023-08-10 17:33:16 -04:00
Lincoln Stein
a969707e45 prevent vae: '' from crashing model 2023-08-10 17:33:04 -04:00
Sergey Borisov
17fed1c870 Fix merge conflict errors 2023-08-10 05:03:33 +03:00
Sergey Borisov
ade78b9591 Merge branch 'main' into feat/refactor_generation_backend 2023-08-10 04:32:16 +03:00
Lincoln Stein
cd2c688562
Merge branch 'main' into refactor/remove_unused_pipeline_methods 2023-08-09 17:26:09 -04:00
Lincoln Stein
2f68a1a76c use Stalker's simplified LoRA vector-length detection code 2023-08-09 09:21:29 -04:00
Lincoln Stein
7d4ace962a
Merge branch 'main' into fix/detect-more-loras 2023-08-09 08:48:27 -04:00
Millun Atluri
8b39b67ec7
Merge branch 'main' into feat/select-vram-in-config 2023-08-09 12:17:27 +10:00
StAlKeR7779
dfb41d8461
Merge branch 'main' into bugfix/autodetect-sdxl-ckpt-config 2023-08-09 03:57:44 +03:00
Sergey Borisov
e98f7eda2e Fix total_steps in generation event, order field added 2023-08-09 03:34:25 +03:00
Sergey Borisov
f7aec3b934 Move conditioning class to backend 2023-08-08 23:33:52 +03:00
Lincoln Stein
4d5169e16d
Merge branch 'main' into feat/select-vram-in-config 2023-08-08 13:50:02 -04:00
Sergey Borisov
a7e44678fb Remove legacy/unused code 2023-08-08 20:49:01 +03:00
Lincoln Stein
f56f19710d allow user to interactively resize screen before UI runs 2023-08-08 12:27:25 -04:00
Sergey Borisov
96b7248051 Add mask to l2l 2023-08-08 18:50:36 +03:00
Lincoln Stein
13347f6aec blackified 2023-08-08 08:33:30 -07:00
Lincoln Stein
a9bf387e5e turned on Pydantic validate_assignment 2023-08-08 08:33:30 -07:00
Lincoln Stein
8258c87a9f refrain from writing deprecated legacy options to invokeai.yaml 2023-08-08 08:33:30 -07:00
Lincoln Stein
a8d3e078c0
Merge branch 'main' into fix/detect-more-loras 2023-08-08 10:42:45 -04:00
Lincoln Stein
6ed7ba57dd
Merge branch 'main' into bugfix/fix-model-updates 2023-08-08 09:05:25 -04:00
Lincoln Stein
f0918edf98 improve error reporting on unrecognized lora models 2023-08-07 16:38:58 -04:00
Lincoln Stein
22f7cf0638 add stalker's complicated but effective code for finding token vector length in LoRAs 2023-08-07 16:19:57 -04:00
Kevin Turner
25c669b1d6 Merge remote-tracking branch 'origin/main' into refactor/remove_unused_pipeline_methods 2023-08-07 13:03:10 -07:00
Lincoln Stein
0fd13d3604
Merge branch 'main' into feat/select-vram-in-config 2023-08-07 15:51:59 -04:00
Lincoln Stein
72a3e776b2 fix logic error introduced in PR 4109 2023-08-07 15:38:22 -04:00
Lincoln Stein
af044007d5 pick correct config file for sdxl models 2023-08-07 15:19:49 -04:00
Sergey Borisov
1db2c93f75 Fix preview, inpaint 2023-08-07 21:27:32 +03:00
Sergey Borisov
2539e26c18 Apply denoising_start/end, add torch-sdp to memory effictiend attention func 2023-08-07 19:57:11 +03:00
Sergey Borisov
b0738b7f70 Fixes, zero tensor for empty negative prompt, remove raw prompt node 2023-08-07 18:37:06 +03:00
Lincoln Stein
f3d3316558 probe LoRAs that do not have the text encoder 2023-08-06 16:00:53 -04:00
Kevin Turner
5bfd6cb66f Merge remote-tracking branch 'origin/main' into refactor/model_manager_instantiate 
# Conflicts:
#	invokeai/backend/model_management/model_manager.py
 2023-08-05 22:02:28 -07:00
Kevin Turner
59caff7ff0 refactor(diffusers_pipeline): remove unused img2img wrappers 🚮 
invokeai.app no longer needs this as a single method, as it builds on latents2latents instead.
 2023-08-05 21:50:52 -07:00
Kevin Turner
6487e7d906 refactor(diffusers_pipeline): remove unused ModelGroup 🚮 
orphaned since #3550 removed the LazilyLoadedModelGroup code, probably unused since ModelCache took over responsibility for sequential offload somewhere around #3335.
 2023-08-05 21:50:52 -07:00
Kevin Turner
77033eabd3 refactor(diffusers_pipeline): remove unused precision 🚮 2023-08-05 21:50:52 -07:00
Kevin Turner
b80abdd101 refactor(diffusers_pipeline): remove unused image_from_embeddings 🚮 2023-08-05 21:50:52 -07:00
Kevin Turner
006d782cc8 refactor(diffusers_pipeline): tidy imports 🚮 2023-08-05 21:50:52 -07:00
psychedelicious
66f524cae7 fix(mm): fix a lot of typing issues 
Most fixes are just things being typed as `str` but having default values of `None`, but there are some minor logic changes.
 2023-08-06 14:09:04 +10:00
Sergey Borisov
9aaf67c5b4 wip 2023-08-06 05:05:25 +03:00
Kevin Turner
44bf308192 test(model_management): add a couple tests for _get_model_path 2023-08-05 15:22:23 -07:00
Kevin Turner
65ed224bfc
Merge branch 'main' into refactor/model_manager_instantiate 2023-08-04 21:34:38 -07:00
psychedelicious
b6e369c745 chore: black 2023-08-05 12:28:35 +10:00
gogurtenjoyer
ecabfc252b devices.py - Update MPS FP16 check to account for upcoming MacOS Sonoma 
float16 doesn't seem to work on MacOS Sonoma due to further changes with Metal. This'll default back to float32 for Sonoma users.
 2023-08-05 12:28:35 +10:00
psychedelicious
da96a41103
Merge branch 'main' into feat/select-vram-in-config 2023-08-05 12:11:50 +10:00
psychedelicious
eb6c317f04 chore: black 2023-08-05 12:05:24 +10:00
psychedelicious
6d7223238f fix: fix typo in message 2023-08-05 12:05:24 +10:00
Damian Stewart
8607d124c5 improve message about the consequences of the --ignore_missing_core_models flag 2023-08-05 12:05:24 +10:00
Damian Stewart
23497bf759 add --ignore_missing_core_models CLI flag to bypass checking for missing core models 2023-08-05 12:05:24 +10:00
Kevin Turner
b10cf20eb1 Merge branch 'main' into refactor/model_manager_instantiate 
# Conflicts:
#	invokeai/backend/model_management/model_manager.py
 2023-08-04 18:28:18 -07:00
StAlKeR7779
9bacd77a79
Merge branch 'main' into bugfix/fp16-models 2023-08-05 01:42:43 +03:00
Lincoln Stein
1b158f62c4 resolve vae overrides correctly 2023-08-04 18:24:47 -04:00
Lincoln Stein
6ad565d84c folded in changes from 4099 2023-08-04 18:24:47 -04:00
Sergey Borisov
04229082d6 Provide ti name from model manager, not from ti itself 2023-08-04 18:24:47 -04:00
Sergey Borisov
f0613bb0ef Fix merge conflict resolve - restore full/diff layer support 2023-08-04 19:53:27 +03:00
StAlKeR7779
0e9f92b868
Merge branch 'main' into feat/sdxl_lora 2023-08-04 19:22:13 +03:00
psychedelicious
7d0cc6ec3f chore: black 2023-08-05 02:04:22 +10:00
Sergey Borisov
2f8b928486 Add support for diff/full lora layers 2023-08-05 02:04:22 +10:00
Lincoln Stein
1d5d187ba1 model probe detects sdxl lora models 2023-08-04 11:44:56 -04:00
Sergey Borisov
1ac14a1e43 add sdxl lora support 2023-08-04 11:44:56 -04:00
Lincoln Stein
1deca89fde
Merge branch 'main' into feat/select-vram-in-config 2023-08-03 19:27:58 -04:00
Lincoln Stein
446fb4a438 blackify 2023-08-03 19:24:23 -04:00
Lincoln Stein
ab5d938a1d use variant instead of revision 2023-08-03 19:23:52 -04:00
Brandon
9942af756a
Merge branch 'main' into remove-onnx-model-check-from-pipeline-download 2023-08-03 10:10:51 -04:00
Kevin Turner
91ebf9f76e
Merge branch 'main' into refactor/model_manager_instantiate 2023-08-02 19:01:21 -07:00