7075 Commits

Author	SHA1	Message	Date
Ryan Dick	b1bb1511fe	Delete rough notes.	2024-06-18 15:36:36 -04:00
Ryan Dick	99046a8145	Fix advanced scheduler behaviour in MultiDiffusionPipeline.	2024-06-18 15:36:36 -04:00
Ryan Dick	72be7e71e3	Fix handling of stateful schedulers in MultiDiffusionPipeline.	2024-06-18 15:36:36 -04:00
Ryan Dick	35adaf1c17	Connect TiledMultiDiffusionDenoiseLatents to the MultiDiffusionPipeline backend.	2024-06-18 15:36:34 -04:00
Ryan Dick	865c2335de	Remove regional conditioning logic from MultiDiffusionPipeline - it is not yet supported.	2024-06-18 15:35:52 -04:00
Ryan Dick	49ca42f84a	Initial (untested) implementation of MultiDiffusionPipeline.	2024-06-18 15:35:52 -04:00
Ryan Dick	493fcd8660	Remove inpainting support from MultiDiffusionPipeline.	2024-06-18 15:35:52 -04:00
Ryan Dick	20322d781e	Remove IP-Adapter and T2I-Adapter support from MultiDiffusionPipeline.	2024-06-18 15:35:52 -04:00
Ryan Dick	889d13e02a	Document plan for the rest of the MultiDiffusion implementation.	2024-06-18 15:35:52 -04:00
Ryan Dick	6ccd2a867b	Add detailed docstring to latents_from_embeddings().	2024-06-18 15:35:52 -04:00
Ryan Dick	5861fa1719	Copy StableDiffusionGeneratorPipeline as a starting point for a new MultiDiffusionPipeline.	2024-06-18 15:35:52 -04:00
Ryan Dick	dfd4beb62b	Simplify handling of inpainting models. Improve the in-code documentation around inpainting.	2024-06-18 15:35:52 -04:00
Ryan Dick	83df0c0df5	Minor tidying of latents_from_embeddings(...).	2024-06-18 15:35:52 -04:00
Ryan Dick	c58c4069a7	Consolidate latents_from_embeddings(...) and generate_latents_from_embeddings(...) into a single function.	2024-06-18 15:35:52 -04:00
Ryan Dick	3937fffa94	Fix invocation name of tiled_multi_diffusion_denoise_latents.	2024-06-18 15:35:52 -04:00
Ryan Dick	bbf5f67691	Improve clarity of comments regarded when 'noise' and 'latents' are expected to be set.	2024-06-18 15:35:52 -04:00
Ryan Dick	2f5c147b84	Fix static check errors on imports in diffusers_pipeline.py.	2024-06-18 15:35:52 -04:00
Ryan Dick	bd2839b748	Remove a condition for handling inpainting models that never resolves to True. The same logic is already applied earlier by AddsMaskLatents.	2024-06-18 15:35:52 -04:00
Ryan Dick	4f70dd7ce1	Add clarifying comment to explain why noise might be None in latents_from_embedding().	2024-06-18 15:35:52 -04:00
Ryan Dick	066672fbfd	Remove unused are_like_tensors() function.	2024-06-18 15:35:52 -04:00
Ryan Dick	abefaee4d1	Remove unused StableDiffusionGeneratorPipeline.use_ip_adapter member.	2024-06-18 15:35:52 -04:00
Ryan Dick	3254ba5904	Remove unused StableDiffusionGeneratorPipeline.control_model.	2024-06-18 15:35:52 -04:00
Ryan Dick	73a8c55852	Stricter typing for the is_gradient_mask: bool.	2024-06-18 15:35:52 -04:00
Ryan Dick	f82af7c22d	Fix typing of control_data to reflect that it can be None.	2024-06-18 15:35:52 -04:00
Ryan Dick	3aef717ef4	Fix typing of timesteps and init_timestep.	2024-06-18 15:35:52 -04:00
Ryan Dick	c2cf1137e9	Fix typing to reflect that the callback arg to latents_from_embeddings is never None.	2024-06-18 15:35:52 -04:00
Ryan Dick	803a24bc0a	Move seed above optional params.	2024-06-18 15:35:52 -04:00
Ryan Dick	7d24ad8ccd	Simplify handling of AddsMaskGuidance, and fix some related type errors.	2024-06-18 15:35:52 -04:00
Ryan Dick	cb389063b2	Remove unused num_inference_steps.	2024-06-18 15:35:52 -04:00
Ryan Dick	81b8a69e1a	WIP TiledMultiDiffusionDenoiseLatents. Updated parameter list and first half of the logic.	2024-06-18 15:35:50 -04:00
Ryan Dick	7ee5db87ad	Tidy DenoiseLatentsInvocation.prep_control_data(...) and fix some type errors.	2024-06-18 15:34:30 -04:00
Ryan Dick	66cf2c59bd	Make DenoiseLatentsInvocation.prep_control_data(...) a staticmethod so that it can be called externally.	2024-06-18 15:34:30 -04:00
Ryan Dick	3bad1367e9	Copy TiledStableDiffusionRefineInvocation as a starting point for TiledMultiDiffusionDenoiseLatents.py	2024-06-18 15:34:22 -04:00
Ryan Dick	867a7642a6	Change tiling strategy to make TiledStableDiffusionRefineInvocation work with more tile shapes and overlaps.	2024-06-18 15:31:58 -04:00
Ryan Dick	d9d1c8f9cb	Expose a few more params from TiledStableDiffusionRefineInvocation.	2024-06-18 15:31:58 -04:00
Ryan Dick	e03eb7fb45	Add support for LoRA models in TiledStableDiffusionRefineInvocation.	2024-06-18 15:31:58 -04:00
Ryan Dick	85db33bc7e	Add naive ControlNet support to TiledStableDiffusionRefineInvocation	2024-06-18 15:31:58 -04:00
Ryan Dick	93e3a2b504	Fix ControlNetModel type hint import source.	2024-06-18 15:31:58 -04:00
Ryan Dick	6a7a26f1bf	Rough prototype of TiledStableDiffusionRefineInvocation is working.	2024-06-18 15:31:58 -04:00
Ryan Dick	08ca03ef9f	WIP - TiledStableDiffusionRefine	2024-06-18 15:31:54 -04:00
Ryan Dick	ccf90b6bd6	Minor improvements to LatentsToImageInvocation type hints.	2024-06-18 15:31:21 -04:00
Ryan Dick	753239b48d	Expose vae_decode(...) as a staticmethod on LatentsToImageInvocation.	2024-06-18 15:31:21 -04:00
Ryan Dick	65fa4664c9	Fix return type of prepare_noise_and_latents(...).	2024-06-18 15:31:21 -04:00
Ryan Dick	297570ded3	Make init_scheduler() a staticmethod on DenoiseLatentsInvocation so that it can be called externally.	2024-06-18 15:31:21 -04:00
Ryan Dick	680fdcf293	Only allow a single positive/negative prompt conditioning input for tiled refine.	2024-06-18 15:31:21 -04:00
Ryan Dick	5ff91f2c44	WIP on TiledStableDiffusionRefine	2024-06-18 15:31:14 -04:00
Ryan Dick	69aa7057e7	Convert several methods in DenoiseLatentsInvocation to staticmethods so that they can be called externally.	2024-06-18 15:25:08 -04:00
Ryan Dick	d3932f40de	Simplify the logic in prepare_noise_and_latents(...).	2024-06-18 15:25:08 -04:00
Ryan Dick	ee74cd7fab	Split out the prepare_noise_and_latents(...) logic in DenoiseLatentsInvocation so that it can be called from other invocations.	2024-06-18 15:25:08 -04:00
Ryan Dick	bda25b40c9	(minor) Add a TODO note to get_scheduler(...).	2024-06-18 15:25:08 -04:00