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
blessedcoolant
69f6c24f52
Fix field ordering ( #6186 )
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Changed fields to go in w/h x/y order.
## Summary
The prior ordering of height, then width, and y, then x, doesn't match
up with the expected UX. This has been changed.
## Checklist
- [X] _The PR has a short but descriptive title, suitable for a
changelog_
- [ ] _Tests added / updated (if applicable)_
- [ ] _Documentation added / updated (if applicable)_
2024-04-10 01:00:22 +05:30
Jonathan
80d631118d
Fix field ordering
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Changed fields to go in w/h x/y order.
2024-04-09 14:17:55 -05:00
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
babdc64b17
(minor) Fix typo in IP-Adapter field description.
2024-04-09 15:06:51 -04:00
Ryan Dick
54327ec4a7
Remove documentation references to prompt-to-prompt cross-attention control.
2024-04-09 10:57:02 -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
psychedelicious
fe386252f3
Revert "feat(nodes): add prompt region from image nodes"
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This reverts commit 3a531c5097
2024-04-09 08:12:12 -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
338bf808d6
Rename MaskField to be a generice TensorField.
2024-04-09 08:12:12 -04:00
Ryan Dick
5b5a4204a1
Fix dimensions of mask produced by ExtractMasksAndPromptsInvocation. Also, added a clearer error message in case the same error is introduced in the future.
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
psychedelicious
926b8d0efe
feat(nodes): add prompt region from image nodes
2024-04-09 08:12:12 -04:00
Ryan Dick
9d9d1761f3
(minor) The latest ruff version has _slightly_ different formatting preferences.
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
dc64fec771
Add support for lists of prompt embeddings to be passed to the DenoiseLatents invocation, and add handling of the conditioning region masks in DenoiseLatents.
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
Ryan Dick
4e64b26702
Update compel nodes to accept an optional prompt mask.
2024-04-09 08:12:12 -04:00
Ryan Dick
c22d772062
Add RectangleMaskInvocation.
2024-04-09 08:12:12 -04:00
Ryan Dick
d6be7662c9
Add a MaskField primitive, and add a mask to the ConditioningField primitive type.
2024-04-09 08:12:12 -04:00
blessedcoolant
95050088d1
chore: lint fixes
2024-04-09 14:13:10 +10:00
blessedcoolant
94b5084cd5
fix: one man's max is another man's min
2024-04-09 14:13:10 +10:00
blessedcoolant
ca0d60bee6
fix: set coherence denoise to 0.2 min for refiner models
2024-04-09 14:13:10 +10:00
blessedcoolant
fd1f240853
fix: SDXL Refiner not working properly with Inpainting
2024-04-09 14:13:10 +10:00
blessedcoolant
381b41a56e
fix: Update SDXL Refiner graphs to use Gradient Mask
2024-04-09 14:13:10 +10:00
psychedelicious
b58494c420
feat(ui): add graph-to-workflow debug helper
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This is intended for debug usage, so it's hidden away in the workflow library `...` menu. Hold shift to see the button for it.
- Paste a graph (from a network request, for example) and then click the convert button to convert it to a workflow.
- Disable auto layout to stack the nodes with an offset (try it out). If you change this, you must re-convert to get the changes.
- Edit the workflow JSON if you need to tweak something before loading it.
2024-04-08 20:38:04 -04:00
fieldOfView
dca30d5462
(feat) add a method to get the path of an image from the invocation context
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Fixes #6175
2024-04-08 18:42:55 +10:00
psychedelicious
9ab6655491
feat(backend): clean up choose_precision
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- Allow user-defined precision on MPS.
- Use more explicit logic to handle all possible cases.
- Add comments.
- Remove the app_config args (they were effectively unused, just get the config using the singleton getter util)
2024-04-07 09:41:05 -04:00
psychedelicious
29cfe5a274
fix(ui): handle multipleOf on number fields
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This data is already in the template but it wasn't ever used.
One big place where this improves UX is the noise node. Previously, the UI let you change width and height in increments of 1, despite the template requiring a multiple of 8. It now works in multiples of 8.
2024-04-06 13:15:20 -04:00
Hosted Weblate
2c45697f3d
translationBot(ui): update translation files
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Updated by "Cleanup translation files" hook in Weblate.
Co-authored-by: Hosted Weblate <hosted@weblate.org>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/
Translation: InvokeAI/Web UI
2024-04-06 15:19:20 +11:00
psychedelicious
9a0a90e2a2
chore: v4.0.4
2024-04-06 15:15:16 +11:00
psychedelicious
69f17da1a2
fix(nodes): add WithBoard to public API
2024-04-06 15:02:28 +11:00
psychedelicious
4d0a49298c
tidy(ui): remove extraneous zod schema
2024-04-06 14:54:12 +11:00
psychedelicious
55f7a7737a
feat(ui): shift around init image recall logic
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Retrieving the DTO happens as part of the metadata parsing, not recall. This way, we don't show the option to recall a nonexistent image.
This matches the flow for other metadata entities like models - we don't show the model recall button if the model isn't available.
2024-04-06 14:54:12 +11:00
Jennifer Player
adc30045a6
addressed pr feedback
2024-04-06 14:54:12 +11:00
Jennifer Player
fdd0e57976
actually use the schema
2024-04-06 14:54:12 +11:00
Jennifer Player
9ba5ec4b67
fix typo Params set set
2024-04-06 14:54:12 +11:00
Jennifer Player
8a17616bf4
recall initial image from metadata and set to image2image
2024-04-06 14:54:12 +11:00
Jennifer Player
f56b9537cd
added initial image to metadata viewer
2024-04-06 14:54:12 +11:00
psychedelicious
a95756f3ed
docs: update FAQ.md (shared GPU memory)
2024-04-06 14:35:36 +11:00
