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27 Commits

Author SHA1 Message Date
Ryan Dick
a52c899c6d Split a FluxTextEncoderInvocation out from the FluxTextToImageInvocation. This has the advantage that we benfit from automatic caching when the prompt isn't changed. 2024-08-26 20:17:50 -04:00
Sergey Borisov
3f79467f7b Ruff format 2024-07-17 04:24:45 +03:00
Sergey Borisov
2c2ec8f0bc Comments, a bit refactor 2024-07-17 04:20:31 +03:00
Sergey Borisov
03e22c257b Convert conditioning_mode to enum 2024-07-17 03:37:11 +03:00
Sergey Borisov
ae6d4fbc78 Move out _concat_conditionings_for_batch submethods 2024-07-17 03:31:26 +03:00
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
blessedcoolant
6ea183f0d4 wip: Initial Implementation IP Adapter Style & Comp Modes 2024-04-13 11:09:45 +05:30
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
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
Ryan Dick
145bb45858 Remove dead code related to an old symmetry feature. 2024-03-10 00:13:18 -06:00
Ryan Dick
ad96857e0f Fix avoid storing extra conditioning info in two places. 2024-03-01 15:12:03 -05:00
psychedelicious
05fb485d33 feat(nodes): move ConditioningFieldData to conditioning_data.py 2024-03-01 10:42:33 +11:00
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
Ryan Dick
8464450a53 Add support for multi-image IP-Adapter. 2023-10-14 12:50:33 -04:00
Ryan Dick
78828b6b9c WIP - Accept a list of IPAdapterFields in DenoiseLatents. 2023-10-06 20:43:43 -04:00
Ryan Dick
50a0691514 flake8 2023-09-08 18:05:31 -04:00
Ryan Dick
b2d5b53b5f Pass IP-Adapter conditioning via cross_attention_kwargs instead of concatenating to the text embedding. This avoids interference with other features that manipulate the text embedding (e.g. long prompts). 2023-09-08 11:47:36 -04:00
Ryan Dick
ddc148b70b Move ConditioningData and its field classes to their own file. This will allow new conditioning types to be added more cleanly without introducing circular dependencies. 2023-09-08 11:00:11 -04:00