7086 Commits

Author	SHA1	Message	Date
Ryan Dick	c5588e1ff7	Add TODO comment explaining why some schedulers do not interact well with MultiDiffusion.	2024-06-25 11:31:52 -07:00
Ryan Dick	07ac292680	Consolidate _region_step() function - the separation wasn't really adding any value.	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 It was a proof-of-concept that has been superseded by TiledMultiDiffusionDenoiseLatents.	2024-06-25 11:31:52 -07:00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	25067e4f0d	Delete rough notes.	2024-06-25 11:31:52 -07:00
Ryan Dick	fb0aaa3e6d	Fix advanced scheduler behaviour in MultiDiffusionPipeline.	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	36473fc52a	Remove regional conditioning logic from MultiDiffusionPipeline - it is not yet supported.	2024-06-25 11:31:52 -07:00
Ryan Dick	b9964ecc4a	Initial (untested) implementation of MultiDiffusionPipeline.	2024-06-25 11:31:52 -07:00
Ryan Dick	051af802fe	Remove inpainting support from MultiDiffusionPipeline.	2024-06-25 11:31:52 -07:00
Ryan Dick	3ff2e558d9	Remove IP-Adapter and T2I-Adapter support from MultiDiffusionPipeline.	2024-06-25 11:31:52 -07:00
Ryan Dick	fc187c9253	Document plan for the rest of the MultiDiffusion implementation.	2024-06-25 11:31:52 -07:00
Ryan Dick	605f460c7d	Add detailed docstring to latents_from_embeddings().	2024-06-25 11:31:52 -07:00
Ryan Dick	60d1e686d8	Copy StableDiffusionGeneratorPipeline as a starting point for a new MultiDiffusionPipeline.	2024-06-25 11:31:52 -07:00
Ryan Dick	22704dd542	Simplify handling of inpainting models. Improve the in-code documentation around inpainting.	2024-06-25 11:31:52 -07:00
Ryan Dick	875673c9ba	Minor tidying of latents_from_embeddings(...).	2024-06-25 11:31:52 -07:00
Ryan Dick	f604575862	Consolidate latents_from_embeddings(...) and generate_latents_from_embeddings(...) into a single function.	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	1e41949a02	Fix static check errors on imports in diffusers_pipeline.py.	2024-06-25 11:31:52 -07:00
Ryan Dick	5f0e330ed2	Remove a condition for handling inpainting models that never resolves to True. The same logic is already applied earlier by AddsMaskLatents.	2024-06-25 11:31:52 -07:00
Ryan Dick	9dd779b414	Add clarifying comment to explain why noise might be None in latents_from_embedding().	2024-06-25 11:31:52 -07:00
Ryan Dick	fa183025ac	Remove unused are_like_tensors() function.	2024-06-25 11:31:52 -07:00
Ryan Dick	d3c85aa91a	Remove unused StableDiffusionGeneratorPipeline.use_ip_adapter member.	2024-06-25 11:31:52 -07:00
Ryan Dick	82619602a5	Remove unused StableDiffusionGeneratorPipeline.control_model.	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	244c28859d	Fix typing of control_data to reflect that it can be None.	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	afaebdf151	Fix typing to reflect that the callback arg to latents_from_embeddings is never None.	2024-06-25 11:31:52 -07:00
Ryan Dick	d661517d94	Move seed above optional params.	2024-06-25 11:31:52 -07:00
Ryan Dick	82a69a54ac	Simplify handling of AddsMaskGuidance, and fix some related type errors.	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	d08e405017	Fix ControlNetModel type hint import source.	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