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2371 Commits

Author SHA1 Message Date
psychedelicious
08993c0d29 feat(app): delete images instead of using send2trash 
Closes #6709
 2024-08-04 09:43:20 +10:00
blessedcoolant
4f8a4b0f22 Merge branch 'main' into depth_anything_v2 2024-08-03 00:38:57 +05:30
Mary Hipp
217fe40d99 feat(api): add style_presets router, make sure all CRUD is working, add is_default 2024-08-02 12:29:54 -04:00
Mary Hipp
b76bf50b93 feat(db,api): create new table for style presets, build out record storage service for style presets 2024-08-01 22:20:11 -04:00
Ryan Dick
981475a624
Merge branch 'main' into ryan/grounded-sam 2024-08-01 20:30:35 +02:00
Ryan Dick
27ac61a4fb Expose all model options in the GroundingDinoInvocation and the SegmentAnythingInvocation. 2024-08-01 14:23:32 -04:00
Ryan Dick
675ffc2757 Remove BoundingBoxInvocation field name overrides. 2024-08-01 14:05:44 -04:00
Ryan Dick
44b21f10f1 Add a pydantic model_validator to BoundingBoxField to check the validity of the coords. 2024-08-01 14:00:57 -04:00
Ryan Dick
c6d49e8b1f Shorten SegmentAnythingInvocation and GroundingDinoInvocatino docstrings, since they are used as the invocation descriptions in the UI. 2024-08-01 10:17:42 -04:00
Ryan Dick
e6a512aa86 (minor) Tweak order of mask operations. 2024-08-01 10:12:24 -04:00
Ryan Dick
c3a6a6fb22 Rename SegmentAnythingModelInvocation -> SegmentAnythingInvocation. 2024-08-01 10:00:36 -04:00
Ryan Dick
b9dc3460ba Rename SegmentAnythingModel -> SegmentAnythingPipeline. 2024-08-01 09:57:47 -04:00
blessedcoolant
f5cfdcf32d feat: Add BoundingBox Primitive Node 2024-08-01 04:09:08 +05:30
Ryan Dick
b5832768dc Return a MaskOutput from SegmentAnythingModelInvocation. And add a MaskTensorToImageInvocation. 2024-07-31 17:16:14 -04:00
Ryan Dick
5a9173f766 Merge branch 'main' into stalker-modular_lora 2024-07-31 15:13:22 -04:00
blessedcoolant
332bc9da5b fix: Update depth anything node default to v2 2024-07-31 23:52:29 +05:30
blessedcoolant
daf899f9c4 fix: Move the manual image resizing out of the depth anything pipeline 2024-07-31 23:38:12 +05:30
blessedcoolant
13fb2d1f49 fix: Add Depth Anything V2 as a new option 
It is also now the default in the UI replacing Depth Anything V1 small
 2024-07-31 23:29:43 +05:30
Ryan Dick
fca119773b Split invokeai/backend/image_util/segment_anything/ dir into grounding_dino/ and segment_anything/ 2024-07-31 12:28:47 -04:00
Ryan Dick
0193267a53 Split GroundedSamInvocation into GroundingDinoInvocation and SegmentAnythingModelInvocation. 2024-07-31 12:20:23 -04:00
Ryan Dick
9f448fecb7 Move invokeai/backend/grounded_sam -> invokeai/backend/image_util/grounded_sam 2024-07-31 10:00:30 -04:00
Ryan Dick
bcd1483a14 Re-order GroundedSAMInvocation._to_numpy_masks(...) to do slightly more work on the GPU. 2024-07-31 09:51:14 -04:00
Ryan Dick
e206890e25 Use staticmethods rather than inner functions for the Grounding DINO and SAM model loaders. 2024-07-31 09:28:52 -04:00
Ryan Dick
0a7048f650 (minor) Simplify GroundedSAMInvocation._merge_masks(...). 2024-07-31 08:58:51 -04:00
Ryan Dick
e8ecf5e155 (minor) Move apply_polygon_refinement condition up a layer. 2024-07-31 08:50:56 -04:00
Ryan Dick
cec7399366 (minor) Use a new variable name to satisfy type checks. 2024-07-31 08:27:01 -04:00
Ryan Dick
bdae81e429 (minor) Simplify GroundedSAMInvocation._filter_detections() 2024-07-31 08:25:19 -04:00
Ryan Dick
67c32f3d6c Fix typo: zip(..., strict=True) 2024-07-31 08:15:28 -04:00
blessedcoolant
fa3c0c81b3
Merge branch 'main' into stalker7779/fix_gradient_mask 2024-07-31 06:30:44 +05:30
blessedcoolant
18f89ed5ed fix: Make DepthAnything work with Invoke's Model Management 2024-07-31 03:57:54 +05:30
Ryan Dick
6b10b59abe Make GroundedSAMInvocation work with any input image mode (RGB, RGBA, grayscale). 2024-07-30 15:55:57 -04:00
Ryan Dick
918f77bce0 Move some logic from GroundedSAMInvocation to the backend classes. 2024-07-30 15:34:33 -04:00
blessedcoolant
f170697ebe Merge branch 'main' into depth_anything_v2 2024-07-31 00:53:32 +05:30
blessedcoolant
556c6a1d84 fix: Update DepthAnything to use the transformers implementation 2024-07-31 00:51:55 +05:30
Ryan Dick
aca2a2fa13 Add mask_filter and detection_threshold options to the GroundedSAMInvocation. 2024-07-30 14:22:40 -04:00
Ryan Dick
ff6398f7d8 Add a GroundedSamInvocation for image segmentation from a text prompt (Grounding DINO + Segment Anything Model). 2024-07-30 11:12:26 -04:00
Ryan Dick
693a3eaff5 Merge branch 'main' into stalker-modular_inpaint-2 2024-07-29 10:14:45 -04:00
Ryan Dick
310719eb4c Merge branch 'main' into stalker-modular_t2i_adapter 2024-07-28 15:30:00 -04:00
Ryan Dick
c57a7afb87
Merge branch 'main' into stalker7779/modular_seamless 2024-07-28 13:49:43 -04:00
Sergey Borisov
faa88f72bf Make lora as separate extensions 2024-07-27 02:39:53 +03:00
Sergey Borisov
5810cee6c9 Suggested changes 
Co-Authored-By: Ryan Dick <14897797+RyanJDick@users.noreply.github.com>
 2024-07-26 19:47:28 +03:00
Sergey Borisov
eef88d1f83 Update gradient mask node version 2024-07-26 19:33:41 +03:00
Sergey Borisov
78f6850fc0 Fix gradient mask values range 2024-07-26 19:28:00 +03:00
Sergey Borisov
bd8890be11 Revert "Fix create gradient mask node output" 
This reverts commit 9d1fcba415.
 2024-07-26 19:24:46 +03:00
psychedelicious
edcaf8287d feat(app): remove beta from multidiffusion workflows 2024-07-26 13:47:51 +10:00
psychedelicious
39bd30f2a0 feat(app): update default workflows 
- Update `MultiDiffusion SDXL (Beta)`
- Add `MultiDiffusion SD1.5 (Beta)`
 2024-07-26 13:47:51 +10:00
Sergey Borisov
ab0bfa709a Handle loras in modular denoise 2024-07-24 05:07:29 +03:00
Sergey Borisov
6af659b1da Handle t2i adapter in modular denoise 2024-07-24 02:55:33 +03:00
psychedelicious
76aa6bdf05 feat(nodes): split spandrel node 
`spandrel_image_to_image` now just runs the model with no changes.

`spandrel_image_to_image_autoscale` runs the model repeatedly until the desired scale is reached. previously, `spandrel_image_to_image` did this.
 2024-07-24 08:22:46 +10:00
Sergey Borisov
19c00241c6 Use non-inverted mask generally(except inpaint model handling) 2024-07-24 00:59:13 +03:00
Lincoln Stein
633bbb4e85
[MM2] Use typed ModelRecordChanges for model_install() rather than untyped dict (#6645) 
* [MM2] replace untyped config dict passed to install_model with typed ModelRecordChanges

- adjusted frontend to work with new schema
- used this facility to assign "starter model" names and descriptions to the installed
  models.

* documentation fix

* [MM2] replace untyped config dict passed to install_model with typed ModelRecordChanges

- adjusted frontend to work with new schema
- used this facility to assign "starter model" names and descriptions to the installed
  models.

* documentation fix

* remove v9 pnpm lockfile

* [MM2] replace untyped config dict passed to install_model with typed ModelRecordChanges

- adjusted frontend to work with new schema
- used this facility to assign "starter model" names and descriptions to the installed
  models.

* [MM2] replace untyped config dict passed to install_model with typed ModelRecordChanges

- adjusted frontend to work with new schema
- used this facility to assign "starter model" names and descriptions to the installed
  models.

* remove v9 pnpm lockfile

* regenerate schema.ts

* prettified

---------

Co-authored-by: Lincoln Stein <lstein@gmail.com>
 2024-07-23 21:41:00 +00:00
Sergey Borisov
c323a760a5 Suggested changes 
Co-Authored-By: Ryan Dick <14897797+RyanJDick@users.noreply.github.com>
 2024-07-23 23:34:28 +03:00
Sergey Borisov
9d1fcba415 Fix create gradient mask node output 2024-07-23 23:29:28 +03:00
Sergey Borisov
ca21996a97 Remove old seamless class 2024-07-23 18:04:33 +03:00
Sergey Borisov
62aa064e56 Handle seamless in modular denoise 2024-07-23 18:03:59 +03:00
Ryan Dick
e2e47fd606 Merge branch 'main' into stalker-modular_controlnet 2024-07-23 10:19:12 -04:00
Ryan Dick
db52f5606f Merge branch 'main' into stalker-modular_freeu 2024-07-23 09:53:32 -04:00
Ryan Dick
d014dc94fd
Merge branch 'main' into stalker7779/modular_rescale_cfg 2024-07-23 09:34:22 -04:00
psychedelicious
29efab70b7 feat(nodes): spandrel_image_to_image.scale defaults to 4.0 2024-07-23 10:55:54 +10:00
psychedelicious
ac6adc392a feat(nodes): add scale and fit_to_multiple_of_8 to spandrel node 2024-07-23 10:55:54 +10:00
psychedelicious
a2ef5d56ee feat(nodes): split out spandrel node upscale logic into utils 2024-07-23 10:55:54 +10:00
Sergey Borisov
4e8dcb7a1a Suggested changes 
Co-Authored-By: Ryan Dick <14897797+RyanJDick@users.noreply.github.com>
 2024-07-23 01:46:29 +03:00
Sergey Borisov
87eb018380 Revert debug change 2024-07-22 23:49:20 +03:00
Sergey Borisov
5003e5d763 Same changes as in other PRs, add check for running inpainting on inpaint model without source image 
Co-Authored-By: Ryan Dick <14897797+RyanJDick@users.noreply.github.com>
 2024-07-22 23:47:39 +03:00
Sergey Borisov
58f3072b91 Handle inpainting on normal models 2024-07-21 22:17:29 +03:00
Sergey Borisov
9e7b470189 Handle inpaint models 2024-07-21 20:45:55 +03:00
Sergey Borisov
42356ec866 Add ControlNet support to denoise 2024-07-21 20:01:30 +03:00
Sergey Borisov
e046e60e1c Add FreeU support to denoise 2024-07-21 18:31:10 +03:00
Sergey Borisov
9a1420280e Add rescale cfg support to denoise 2024-07-21 17:33:43 +03:00
Ryan Dick
a8cc5caf96 Fix function call that we forgot to update in https://github.com/invoke-ai/InvokeAI/pull/6606 2024-07-19 17:07:52 -04:00
Ryan Dick
78d2b1b650 Merge branch 'main' into stalker-backend_base 2024-07-19 16:25:20 -04:00
Ryan Dick
e16faa6370 Add gradient blending to tile seams in MultiDiffusion. 2024-07-19 13:05:50 -07:00
Sergey Borisov
0c56d4a581 Ryan's suggested changes to extension manager/extensions 
Co-Authored-By: Ryan Dick <14897797+RyanJDick@users.noreply.github.com>
 2024-07-18 23:49:44 +03:00
StAlKeR7779
710dc6b487
Merge branch 'main' into stalker7779/backend_base 2024-07-18 01:08:04 +03:00
Sergey Borisov
2ef3b49a79 Add run cancelling logic to extension manager 2024-07-17 04:39:15 +03:00
Sergey Borisov
79e35bd0d3 Minor fixes 2024-07-17 03:48:37 +03:00
Ryan Dick
6b0ca88177
Merge branch 'main' into ryan/spandrel-upscale-tiling 2024-07-16 15:40:14 -04:00
Ryan Dick
81991e072b Merge branch 'main' into ryan/spandrel-upscale 2024-07-16 15:14:08 -04:00
Sergey Borisov
cec345cb5c Change attention processor apply logic 2024-07-16 20:03:29 +03:00
Sergey Borisov
608cbe3f5c Separate inputs in denoise context 2024-07-16 19:30:29 +03:00
Sergey Borisov
9f088d1bf5 Multiple small fixes 2024-07-16 00:51:25 +03:00
psychedelicious
d7d59d704b chore: update default workflows 
- Update all existing defaults
- Add Tiled MultiDiffusion workflow
 2024-07-15 14:05:04 +10:00
psychedelicious@windows
7c0dfd74a5 fix(api): deleting large images fails 
This issue is caused by a race condition. When a large image is served to the client, it is done using a streaming `FileResponse`. This concurrently serves the image straight from disk. The file is kept open by FastAPI until the image is fully served.

When a user deletes an image before the file is done serving, the delete fails because the file is still held by FastAPI.

To reproduce the issue:
- Create a very large image (8k reliably creates the issue).
- Create a smaller image, so that the first image in the gallery is not the large image.
- Refresh the app. The small image should be selected.
- Select the large image and immediately delete it. You have to be fast, to delete it before it finishes loading.
- In the terminal, we expect to see an error saying `Failed to delete image file`, and the image does not disappear from the UI.
- After a short wait, once the image has fully loaded, try deleting it again. We expect this to work.

The workaround is to instead serve the image from memory.

Loading the image to memory is very fast, so there is only a tiny window in which we could create the race condition, but it technically could still occur, because FastAPI is asynchronous and handles requests concurrently.

Once we load the image into memory, deletions of that image will work. Then we return a normal `Response` object with the image bytes. This is essentially what `FileResponse` does - except it uses `anyio.open_file`, which is async.

The tradeoff is that the server thread is blocked while opening the file. I think this is a fair tradeoff.

A future enhancement could be to implement soft deletion of images (db is already set up for this), and then clean up deleted image files on startup/shutdown. We could move back to using the async `FileResponse` for best responsiveness in the server without any risk of race conditions.
 2024-07-13 14:46:41 +10:00
psychedelicious@windows
2c1a91241e fix(app): windows indefinite hang while finding port 
For some reason, I started getting this indefinite hang when the app checks if port 9090 is available. After some fiddling around, I found that adding a timeout resolves the issue.

I confirmed that the util still works by starting the app on 9090, then starting a second instance. The second instance correctly saw 9090 in use and moved to 9091.
 2024-07-13 14:46:41 +10:00
Sergey Borisov
499e4d4fde Add preview extension to check logic 2024-07-13 00:45:04 +03:00
Sergey Borisov
3a9dda9177 Renames 2024-07-12 22:44:00 +03:00
Sergey Borisov
87e96e1be2 Rename modifiers to callbacks, convert order to int, a bit unify injection points 2024-07-12 22:01:05 +03:00
Sergey Borisov
9cc852cf7f Base code from draft PR 2024-07-12 20:31:26 +03:00
psychedelicious
712cf00a82 fix(app): vae tile size field description 2024-07-12 06:30:27 -07:00
Ryan Dick
69af099532 Warn on invalid model configs in the DB rather than crashing. 2024-07-11 21:05:55 -04:00
Ryan Dick
0428ce73a9 Add early cancellation to SpandrelImageToImageInvocation. 2024-07-11 15:42:33 -04:00
Ryan Dick
d0d2955992 Reduce peak VRAM utilization of SpandrelImageToImageInvocation. 2024-07-10 14:25:19 -04:00
Ryan Dick
d868d5d584 Make SpandrelImageToImage tiling much faster. 2024-07-10 14:25:19 -04:00
Ryan Dick
ab775726b7 Add tiling support to the SpoandrelImageToImage node. 2024-07-10 14:25:19 -04:00
Ryan Dick
7b5d4935b4 Merge branch 'main' into ryan/spandrel-upscale 2024-07-09 13:47:11 -04:00
chainchompa
faf65c988a
Merge branch 'main' into boards-ui-update 2024-07-08 22:06:26 -04:00
chainchompa
0e092c0fb5 update is_private name 2024-07-08 22:03:12 -04:00
chainchompa
3a85ab15a1 update BoardRecord 2024-07-08 14:55:04 -04:00
chainchompa
9ca6980c7a cleanup and bug fixes 2024-07-08 13:29:53 -04:00
Ryan Dick
ecbff2aa44 Whoops... forgot to commit this file. 2024-07-05 14:57:05 -04:00
Ryan Dick
d09999736c Rename spandrel models to 'Image-to-Image Model' throughout the UI. 2024-07-05 14:04:08 -04:00
Ryan Dick
35f8781ea2 Fix static type errors with SCHEDULER_NAME_VALUES. And, avoid bi-directional cross-directory imports, which contribute to circular import issues. 2024-07-05 07:38:35 -07:00
Ryan Dick
1d449097cc Apply ruff rule to disallow all relative imports. 2024-07-04 09:35:37 -04:00
Ryan Dick
9da5925287 Add ruff rule to disallow relative parent imports. 2024-07-04 09:35:37 -04:00
Lincoln Stein
0fe92cd406
[MM bugfix] Put model install errors on the event bus (#6578) 
* fix access token lookup

* fix bug preventing model install error events from being reported

---------

Co-authored-by: Lincoln Stein <lstein@gmail.com>
 2024-07-03 22:44:34 -04:00
Ryan Dick
6161aa73af Move pil_to_tensor() and tensor_to_pil() utilities to the SpandrelImageToImage class. 2024-07-03 16:28:21 -04:00
Ryan Dick
504a42fe61 typo: fix UIType on Spandrel Upscaling node. 2024-07-03 16:28:21 -04:00
Ryan Dick
29c8ddfb88 WIP - A bunch of boilerplate to support Spandrel Image-to-Image models throughout the model manager and the frontend. 2024-07-03 16:28:21 -04:00
Ryan Dick
95079dc7d4 Use a ModelIdentifierField to identify the spandrel model in the UpscaleSpandrelInvocation. 2024-07-03 16:28:21 -04:00
Ryan Dick
c1afe35704 Add prototype invocation for running upscaling models with spandrel. 2024-07-03 16:28:21 -04:00
chainchompa
6437ef3f82 add view that displays private boards with shared boards 2024-07-03 14:25:36 -04:00
Lincoln Stein
a11dc62c2e fix access token lookup 2024-07-03 13:31:08 +10:00
Ryan Dick
3752509066 Expose the VAE tile_size on the VAE encode and decode invocations. 2024-07-02 09:07:03 -04:00
Ryan Dick
79640ba14e Add context manager for overriding VAE tiling params. 2024-07-02 09:07:03 -04:00
psychedelicious
390dc47db5 feat(app): transform search term to lowercase 2024-07-01 20:06:28 +10:00
maryhipp
134d831ebf (api) simplify query 2024-07-01 20:06:28 +10:00
maryhipp
b65ed8e8f2 fix commented out migration 2024-07-01 20:06:28 +10:00
maryhipp
93951dcf82 (api) ruff 2024-07-01 20:06:28 +10:00
Mary Hipp
d579aefb3e feat(api): add optional search_term query param to image list to search metadata 2024-07-01 20:06:28 +10:00
psychedelicious
f9961eceb7 fix(app): fix SQL query w/ enum for python 3.11 2024-06-29 11:07:39 +10:00
psychedelicious
9e664d7c58 feat(api): remove order_by in favor of starred_first for images records 2024-06-28 18:01:01 +10:00
psychedelicious
c96ccae70b feat(app): remove order_by in favor of starred_first for images records 2024-06-28 18:01:01 +10:00
maryhipp
f268fe126e feat(api): add order_by and order_dir to list images for sorting 2024-06-28 18:01:01 +10:00
psychedelicious
89fcab34d0 feat(app): BoardRecord.archived is a required field 2024-06-28 10:36:05 +10:00
psychedelicious
132289de55 chore: ruff E721 
Looks like in the latest version of ruff, E721 was added or changed and now catches something it didn't before.
 2024-06-28 10:36:05 +10:00
psychedelicious
9f93e9d120 fix(app): when creating image, skip adding to board if board doesn't exist 
Before this change, if you attempt to create an image that with a nonexistent board, we'd get an unhandled error when adding the image to a board. The record would be created, but file not, due to the structure of the code.

With this change, we now log a warning if we have a problem adding the image to the board, but the record and file are still created.

A future improvement would be to create a transaction for this part of the code, preventing some other situation that could result in only the record or only the file beings saved.
 2024-06-28 10:36:05 +10:00
maryhipp
a63dbb2c2d (api) change query param to include_archived 2024-06-28 10:36:05 +10:00
maryhipp
a7ea096b28 ruff format 2024-06-28 10:36:05 +10:00
maryhipp
5120a76ce5 cleanup 2024-06-28 10:36:05 +10:00
maryhipp
38a948ac9f feat(api): add archived query param to board list endpoint to include them in the response 2024-06-28 10:36:05 +10:00
maryhipp
c33111468e feat(api): ability to archive boards 2024-06-28 10:36:05 +10:00
Lincoln Stein
3e0fb45dd7
Load single-file checkpoints directly without conversion (#6510) 
* use model_class.load_singlefile() instead of converting; works, but performance is poor

* adjust the convert api - not right just yet

* working, needs sql migrator update

* rename migration_11 before conflict merge with main

* Update invokeai/backend/model_manager/load/model_loaders/stable_diffusion.py

Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>

* Update invokeai/backend/model_manager/load/model_loaders/stable_diffusion.py

Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>

* implement lightweight version-by-version config migration

* simplified config schema migration code

* associate sdxl config with sdxl VAEs

* remove use of original_config_file in load_single_file()

---------

Co-authored-by: Lincoln Stein <lstein@gmail.com>
Co-authored-by: Ryan Dick <ryanjdick3@gmail.com>
 2024-06-27 17:31:28 -04:00
Ryan Dick
bd74b84cc5 Revert "Remove the redundant init_timestep parameter that was being passed around. It is simply the first element of the timesteps array." 
This reverts commit fa40061eca.
 2024-06-26 12:51:51 -04:00
Ryan Dick
b9946e50f9 Use image-space tile dimensions on the TiledMultiDiffusionDenoiseLatents invocation. This is more natural for many users. 2024-06-25 11:31:52 -07:00
Ryan Dick
06f49a30f6 Mark TiledMultiDiffusionDenoiseLatents as a Beta node. 2024-06-25 11:31:52 -07:00
Ryan Dick
e1af78c702 Make the tile_overlap input to MultiDiffusion *strictly* control the amount of overlap rather than being a lower bound. 2024-06-25 11:31:52 -07:00
Ryan Dick
7c032ea604 (minor) Fix some documentation typos. 2024-06-25 11:31:52 -07:00
Ryan Dick
c5ee415607 Add progress image callbacks to TiledMultiDiffusionDenoiseLatentsInvocation. 2024-06-25 11:31:52 -07:00
Ryan Dick
fa40061eca Remove the redundant init_timestep parameter that was being passed around. It is simply the first element of the timesteps array. 2024-06-25 11:31:52 -07:00
Ryan Dick
7cafd78d6e Revert "Expose vae_decode(...) as a staticmethod on LatentsToImageInvocation." 
This reverts commit 753239b48d.
 2024-06-25 11:31:52 -07:00
Ryan Dick
8a43656cf9 (minor) Address a few small TODOs. 2024-06-25 11:31:52 -07:00
Ryan Dick
bd3b6ca11b Remove TiledStableDiffusionRefineInvocation. It was a proof-of-concept that has been superseded by TiledMultiDiffusionDenoiseLatents. 2024-06-25 11:31:52 -07:00
Ryan Dick
ceae5fe1db (minor) typo 2024-06-25 11:31:52 -07:00
Ryan Dick
c22526b9d0 Fix handling of stateful schedulers in MultiDiffusionPipeline. 2024-06-25 11:31:52 -07:00
Ryan Dick
c881882f73 Connect TiledMultiDiffusionDenoiseLatents to the MultiDiffusionPipeline backend. 2024-06-25 11:31:52 -07:00
Ryan Dick
80a67572f1 Fix invocation name of tiled_multi_diffusion_denoise_latents. 2024-06-25 11:31:52 -07:00
Ryan Dick
60ac937698 Improve clarity of comments regarded when 'noise' and 'latents' are expected to be set. 2024-06-25 11:31:52 -07:00
Ryan Dick
196f3b721d Stricter typing for the is_gradient_mask: bool. 2024-06-25 11:31:52 -07:00
Ryan Dick
40ae174c41 Fix typing of timesteps and init_timestep. 2024-06-25 11:31:52 -07:00
Ryan Dick
ffc28176fe Remove unused num_inference_steps. 2024-06-25 11:31:52 -07:00