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1105 Commits

Author SHA1 Message Date
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
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
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
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
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
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
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
Ryan Dick
230e205541 WIP TiledMultiDiffusionDenoiseLatents. Updated parameter list and first half of the logic. 2024-06-25 11:31:52 -07:00
Ryan Dick
7e94350351 Tidy DenoiseLatentsInvocation.prep_control_data(...) and fix some type errors. 2024-06-25 11:31:52 -07:00
Ryan Dick
c4e8549c73 Make DenoiseLatentsInvocation.prep_control_data(...) a staticmethod so that it can be called externally. 2024-06-25 11:31:52 -07:00
Ryan Dick
350a210835 Copy TiledStableDiffusionRefineInvocation as a starting point for TiledMultiDiffusionDenoiseLatents.py 2024-06-25 11:31:52 -07:00
Ryan Dick
ed781dbb0c Change tiling strategy to make TiledStableDiffusionRefineInvocation work with more tile shapes and overlaps. 2024-06-25 11:31:52 -07:00
Ryan Dick
b41ea963e7 Expose a few more params from TiledStableDiffusionRefineInvocation. 2024-06-25 11:31:52 -07:00
Ryan Dick
da5d105049 Add support for LoRA models in TiledStableDiffusionRefineInvocation. 2024-06-25 11:31:52 -07:00
Ryan Dick
5301770525 Add naive ControlNet support to TiledStableDiffusionRefineInvocation 2024-06-25 11:31:52 -07:00
Ryan Dick
534640ccde Rough prototype of TiledStableDiffusionRefineInvocation is working. 2024-06-25 11:31:52 -07:00
Ryan Dick
d5ab8cab5c WIP - TiledStableDiffusionRefine 2024-06-25 11:31:52 -07:00
Ryan Dick
4767301ad3 Minor improvements to LatentsToImageInvocation type hints. 2024-06-25 11:31:52 -07:00
Ryan Dick
21d7ca45e6 Expose vae_decode(...) as a staticmethod on LatentsToImageInvocation. 2024-06-25 11:31:52 -07:00
Ryan Dick
020e8eb413 Fix return type of prepare_noise_and_latents(...). 2024-06-25 11:31:52 -07:00
Ryan Dick
3d49541c09 Make init_scheduler() a staticmethod on DenoiseLatentsInvocation so that it can be called externally. 2024-06-25 11:31:52 -07:00
Ryan Dick
1ef266845a Only allow a single positive/negative prompt conditioning input for tiled refine. 2024-06-25 11:31:52 -07:00
Ryan Dick
a37589ca5f WIP on TiledStableDiffusionRefine 2024-06-25 11:31:52 -07:00
Ryan Dick
171a505f5e Convert several methods in DenoiseLatentsInvocation to staticmethods so that they can be called externally. 2024-06-25 11:31:52 -07:00
Ryan Dick
8004a0d5f5 Simplify the logic in prepare_noise_and_latents(...). 2024-06-25 11:31:52 -07:00
Ryan Dick
610a1fd611 Split out the prepare_noise_and_latents(...) logic in DenoiseLatentsInvocation so that it can be called from other invocations. 2024-06-25 11:31:52 -07:00
Ryan Dick
43108eec13 (minor) Add a TODO note to get_scheduler(...). 2024-06-25 11:31:52 -07:00
Ryan Dick
79ceac2f82 (minor) Use SilenceWarnings as a decorator rather than a context manager to save an indentation level. 2024-06-18 15:06:22 -04:00
Ryan Dick
d13aafb514 Tidy denoise_latents.py imports to all use absolute import paths. 2024-06-18 15:06:22 -04:00
Ryan Dick
785bb1d9e4 Fix all comparisons against the DEFAULT_PRECISION constant. DEFAULT_PRECISION is a torch.dtype. Previously, it was compared to a str in a number of places where it would always resolve to False. This is a bugfix that results in a change to the default behavior. In practice, this will not change the behavior for many users, because it only causes a change in behavior if a users has configured float32 as their default precision. 2024-06-14 11:26:10 -07:00
Lincoln Stein
7d19af2caa
Merge branch 'main' into lstein/feat/simple-mm2-api 2024-06-08 18:55:06 -04:00
Ryan Dick
52c0c4a32f Rename latent.py -> denoise_latents.py. 2024-06-07 09:28:42 -04:00
Ryan Dick
8f1afc032a Move SchedulerInvocation to a new file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
854bca668a Move CreateDenoiseMaskInvocation to its own file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
fea9013cad Move CreateGradientMaskInvocation to its own file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
045caddee1 Move LatentsToImageInvocation to its own file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
58697141bf Move ImageToLatentsInvocation to its own file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
5e419dbb56 Move ScaleLatentsInvocation and ResizeLatentsInvocation to their own file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
595096bdcf Move BlendLatentsInvocation to its own file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
ed03d281e6 Move CropLatentsCoreInvocation to its own file. No functional changes. 2024-06-07 09:28:42 -04:00
Ryan Dick
0b37496c57 Move IdealSizeInvocation to its own file. No functional changes. 2024-06-07 09:28:42 -04:00
psychedelicious
fde58ce0a3 Merge remote-tracking branch 'origin/main' into lstein/feat/simple-mm2-api 2024-06-07 14:23:41 +10:00