Ryan Dick
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8379feeb8a
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Refactor TiledStableDiffusionRefineInvocation to more closely mirror TiledMultiDiffusionDenoiseLatents. The biggest improvement is in the handling of the ControlNets - global ControlNet info can now be passed in and it is tiled within the node.
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2024-06-26 20:39:29 -04:00 |
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Ryan Dick
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b74bc77347
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Revert "Revert "Expose vae_decode(...) as a staticmethod on LatentsToImageInvocation.""
This reverts commit 7cafd78d6e.
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2024-06-26 17:18:57 -04:00 |
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Ryan Dick
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73f762bb4c
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Revert "Remove TiledStableDiffusionRefineInvocation. It was a proof-of-concept that has been superseded by TiledMultiDiffusionDenoiseLatents."
This reverts commit bd3b6ca11b.
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2024-06-26 17:18:38 -04:00 |
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Ryan Dick
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9a3b8c6fcb
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Fix handling of init_timestep in StableDiffusionGeneratorPipeline and improve its documentation.
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2024-06-26 12:51:51 -04:00 |
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Ryan Dick
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bd74b84cc5
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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.
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2024-06-26 12:51:51 -04:00 |
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Brandon Rising
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dc23bebebf
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Run ruff
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2024-06-26 21:46:59 +10:00 |
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Kent Keirsey
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38b6f90c02
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Update prevention exception message
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2024-06-26 21:46:59 +10:00 |
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Ryan Dick
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cd9dfefe3c
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Fix inpainting mask shape assertions.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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b9946e50f9
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Use image-space tile dimensions on the TiledMultiDiffusionDenoiseLatents invocation. This is more natural for many users.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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06f49a30f6
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Mark TiledMultiDiffusionDenoiseLatents as a Beta node.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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e1af78c702
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Make the tile_overlap input to MultiDiffusion *strictly* control the amount of overlap rather than being a lower bound.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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c5588e1ff7
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Add TODO comment explaining why some schedulers do not interact well with MultiDiffusion.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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07ac292680
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Consolidate _region_step() function - the separation wasn't really adding any value.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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7c032ea604
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(minor) Fix some documentation typos.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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c5ee415607
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Add progress image callbacks to TiledMultiDiffusionDenoiseLatentsInvocation.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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fa40061eca
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Remove the redundant init_timestep parameter that was being passed around. It is simply the first element of the timesteps array.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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7cafd78d6e
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Revert "Expose vae_decode(...) as a staticmethod on LatentsToImageInvocation."
This reverts commit 753239b48d.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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8a43656cf9
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(minor) Address a few small TODOs.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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bd3b6ca11b
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Remove TiledStableDiffusionRefineInvocation. It was a proof-of-concept that has been superseded by TiledMultiDiffusionDenoiseLatents.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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ceae5fe1db
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(minor) typo
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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25067e4f0d
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Delete rough notes.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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fb0aaa3e6d
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Fix advanced scheduler behaviour in MultiDiffusionPipeline.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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c22526b9d0
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Fix handling of stateful schedulers in MultiDiffusionPipeline.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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c881882f73
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Connect TiledMultiDiffusionDenoiseLatents to the MultiDiffusionPipeline backend.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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36473fc52a
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Remove regional conditioning logic from MultiDiffusionPipeline - it is not yet supported.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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b9964ecc4a
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Initial (untested) implementation of MultiDiffusionPipeline.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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051af802fe
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Remove inpainting support from MultiDiffusionPipeline.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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3ff2e558d9
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Remove IP-Adapter and T2I-Adapter support from MultiDiffusionPipeline.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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fc187c9253
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Document plan for the rest of the MultiDiffusion implementation.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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605f460c7d
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Add detailed docstring to latents_from_embeddings().
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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60d1e686d8
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Copy StableDiffusionGeneratorPipeline as a starting point for a new MultiDiffusionPipeline.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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22704dd542
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Simplify handling of inpainting models. Improve the in-code documentation around inpainting.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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875673c9ba
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Minor tidying of latents_from_embeddings(...).
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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f604575862
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Consolidate latents_from_embeddings(...) and generate_latents_from_embeddings(...) into a single function.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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80a67572f1
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Fix invocation name of tiled_multi_diffusion_denoise_latents.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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60ac937698
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Improve clarity of comments regarded when 'noise' and 'latents' are expected to be set.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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1e41949a02
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Fix static check errors on imports in diffusers_pipeline.py.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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5f0e330ed2
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Remove a condition for handling inpainting models that never resolves to True. The same logic is already applied earlier by AddsMaskLatents.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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9dd779b414
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Add clarifying comment to explain why noise might be None in latents_from_embedding().
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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fa183025ac
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Remove unused are_like_tensors() function.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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d3c85aa91a
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Remove unused StableDiffusionGeneratorPipeline.use_ip_adapter member.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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82619602a5
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Remove unused StableDiffusionGeneratorPipeline.control_model.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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196f3b721d
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Stricter typing for the is_gradient_mask: bool.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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244c28859d
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Fix typing of control_data to reflect that it can be None.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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40ae174c41
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Fix typing of timesteps and init_timestep.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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afaebdf151
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Fix typing to reflect that the callback arg to latents_from_embeddings is never None.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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d661517d94
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Move seed above optional params.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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82a69a54ac
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Simplify handling of AddsMaskGuidance, and fix some related type errors.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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ffc28176fe
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Remove unused num_inference_steps.
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2024-06-25 11:31:52 -07:00 |
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Ryan Dick
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230e205541
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WIP TiledMultiDiffusionDenoiseLatents. Updated parameter list and first half of the logic.
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2024-06-25 11:31:52 -07:00 |
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