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d623bd429b
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106 Commits

Author SHA1 Message Date
Sergey Borisov
d623bd429b Fix condtionings logic 2024-07-16 00:31:56 +03:00
Sergey Borisov
3a9dda9177 Renames 2024-07-12 22:44:00 +03:00
Sergey Borisov
0bc60378d3 A bit rework conditioning convert to unet kwargs 2024-07-12 20:43:32 +03:00
Sergey Borisov
9cc852cf7f Base code from draft PR 2024-07-12 20:31:26 +03:00
Ryan Dick
1d449097cc Apply ruff rule to disallow all relative imports. 2024-07-04 09:35:37 -04:00
blessedcoolant
f46bbaf8c4 fix: make ip-adapter weights not be optional 2024-04-16 21:12:45 +05:30
blessedcoolant
d27907cc6d fix: entire reshaping block needs to be skipped 2024-04-16 04:29:53 +05:30
blessedcoolant
7ee3fef2db cleanup: better var names for the ip adapter weight collection block 2024-04-16 04:23:50 +05:30
blessedcoolant
a148c4322c fix: IP Adapter weights being incorrectly applied 
They were being overwritten rather than being appended
 2024-04-16 04:10:41 +05:30
blessedcoolant
5f6c6abf9c chore: change IPAdapterAttentionWeights to a dataclass 2024-04-15 23:38:55 +05:30
blessedcoolant
8426f1e7b2 fix(experimental): Possible fix for conflict with regional embed length mismatch 
Pushing this so people can test it out and see if this needs to be handled in a different way.
 2024-04-14 12:19:19 +05:30
blessedcoolant
9cb0f63c44 refactor: fix a bunch of type issues in custom_attention 2024-04-13 14:17:25 +05:30
blessedcoolant
d4393e4170 chore: linter fixes 2024-04-13 12:14:45 +05:30
blessedcoolant
6ea183f0d4 wip: Initial Implementation IP Adapter Style & Comp Modes 2024-04-13 11:09:45 +05:30
Ryan Dick
f9af32a6d1 Fix the padding behavior when max-pooling regional IP-Adapter masks to mirror the downscaling behavior of SD and SDXL. Prior to this change, denoising with input latent dimensions that were not evenly divisible by 8 would raise an exception. 2024-04-09 16:50:43 -04:00
Ryan Dick
fba40eb1bd Fix the padding behavior when max-pooling regional prompt masks to mirror the downscaling behavior of SD and SDXL. Prior to this change, denoising with input latent dimensions that were not evenly divisible by 8 would raise an exception. 2024-04-09 16:50:43 -04:00
Ryan Dick
0c6dd32ece (minor) Fix IP-Adapter conditional logic in CustomAttnProcessor2_0. 2024-04-09 15:06:51 -04:00
Ryan Dick
0bdbfd4d1d Add support for IP-Adapter masks. 2024-04-09 15:06:51 -04:00
Ryan Dick
2e27ed5f3d Pass IP-Adapter scales through the cross_attn_kwargs pathway, since they are the same for all attention layers. This change also helps to prepare for adding IP-Adapter region masks. 2024-04-09 15:06:51 -04:00
Ryan Dick
4a828818da Remove support for Prompt-to-Prompt cross-attention control (aka .swap()). This feature is not widely used. It does not work with SDXL and is incompatible with IP-Adapter and regional prompting. The implementation is also intertwined with both text embedding and the UNet attention layers, resulting in a high maintenance burden. For all of these reasons, we have decided to drop support. 2024-04-09 10:57:02 -04:00
Ryan Dick
182810337c Add utility to_standard_float_mask(...) to convert various mask formats to a standardized format. 2024-04-09 08:12:12 -04:00
Ryan Dick
75ef473748 Pull the upstream changes from diffusers' AttnProcessor2_0 into CustomAttnProcessor2_0. This fixes a bug in CustomAttnProcessor2_0 that was being triggered when peft was not installed. The bug was present in a block of code that was previously copied from diffusers. The bug seems to have been introduced during diffusers' migration to PEFT for their LoRA handling. The upstream bug was fixed in 531e719163. 2024-04-09 08:12:12 -04:00
Ryan Dick
a78df8123f Update the diffusion logic to use the new regional prompting feature. 2024-04-09 08:12:12 -04:00
Ryan Dick
7ca677578e Create a UNetAttentionPatcher for patching UNet models with CustomAttnProcessor2_0 modules. 2024-04-09 08:12:12 -04:00
Ryan Dick
31c456c1e6 Update CustomAttention to support both IP-Adapters and regional prompting. 2024-04-09 08:12:12 -04:00
Ryan Dick
2ce79b61f5 Initialize a RegionalPromptAttnProcessor2_0 class by copying AttnProcessor2_0 from diffusers. 2024-04-09 08:12:12 -04:00
Ryan Dick
109e3f0e7f Add RegionalPromptData class for managing prompt region masks. 2024-04-09 08:12:12 -04:00
Ryan Dick
d1e45585d0 Add TextConditioningRegions to the TextConditioningData data structure. 2024-04-09 08:12:12 -04:00
Ryan Dick
aba023e0c5 Improve documentation of conditioning_data.py. 2024-04-09 08:12:12 -04:00
Ryan Dick
e354c29b52 Rename ConditioningData -> TextConditioningData. 2024-04-09 08:12:12 -04:00
Ryan Dick
a7f363e654 Split ip_adapter_conditioning out from ConditioningData. 2024-04-09 08:12:12 -04:00
Ryan Dick
9b2162e564 Remove scheduler_args from ConditioningData structure. 2024-04-09 08:12:12 -04:00
psychedelicious
b378cfcb46 cleanup: remove unused scripts, cruft 
App runs & tests pass.
 2024-03-20 15:05:25 +11:00
psychedelicious
897fe497dc fix(config): use new get_config across the app, use correct settings 2024-03-19 09:24:28 +11:00
Ryan Dick
145bb45858 Remove dead code related to an old symmetry feature. 2024-03-10 00:13:18 -06:00
Ryan Dick
cc45007dc4 Remove unused code for attention map saving. 2024-03-02 08:25:41 -05:00
Ryan Dick
73bec56c59 Delete unused functions from shared_invokeai_diffusion.py. 2024-03-02 08:25:41 -05:00
Ryan Dick
6935830f99 Remove unused constructor declared with typo in name: __int__. 2024-03-01 15:12:03 -05:00
Ryan Dick
7651eeea8d Merge sequential conditioning and cac conditioning logic to eliminate a bunch of duplication. 2024-03-01 15:12:03 -05:00
Ryan Dick
9bc4e7a593 Remove use of **kwargs in do_unet_step(...), where full parameter list is known and supported. 2024-03-01 15:12:03 -05:00
Ryan Dick
ad96857e0f Fix avoid storing extra conditioning info in two places. 2024-03-01 15:12:03 -05:00
psychedelicious
dd9daf8efb chore: ruff 2024-03-01 10:42:33 +11:00
psychedelicious
05fb485d33 feat(nodes): move ConditioningFieldData to conditioning_data.py 2024-03-01 10:42:33 +11:00
Wubbbi
73a077956b Why did my IDE change the comment? 2024-02-01 20:40:28 -05:00
Wubbbi
5e1e50bd47 Fix hopefully last import 2024-02-01 20:40:28 -05:00
Damian Stewart
0beb08686c
Add CFG Rescale option for supporting zero-terminal SNR models (#4335) 
* add support for CFG rescale

* fix typo

* move rescale position and tweak docs

* move input position

* implement suggestions from github and discord

* cleanup unused code

* add back dropped FieldDescription

* fix(ui): revert unrelated UI changes

* chore(nodes): bump denoise_latents version 1.4.0 -> 1.5.0

* feat(nodes): add cfg_rescale_multiplier to metadata node

* feat(ui): add cfg rescale multiplier to linear UI

- add param to state
- update graph builders
- add UI under advanced
- add metadata handling & recall
- regen types

* chore: black

* fix(backend): make `StableDiffusionGeneratorPipeline._rescale_cfg()` staticmethod

This doesn't need access to class.

* feat(backend): add docstring for `_rescale_cfg()` method

* feat(ui): update cfg rescale mult translation string

---------

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
 2023-11-30 20:55:20 +11:00
psychedelicious
6494e8e551 chore: ruff format 2023-11-11 10:55:40 +11:00
psychedelicious
513fceac82 chore: ruff check - fix pycodestyle 2023-11-11 10:55:33 +11:00
psychedelicious
99a8ebe3a0 chore: ruff check - fix flake8-bugbear 2023-11-11 10:55:28 +11:00
Kent Keirsey
67f2616d5a
Merge branch 'main' into revert-4923-revert-4914-feat/mix-cnet-t2iadapter 2023-11-06 07:34:51 -08:00