## What type of PR is this? (check all applicable)
- [ ] Refactor
- [ ] Feature
- [X] Bug Fix
- [ ] Optimization
- [ ] Documentation Update
- [ ] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [ ] Yes
- [X] No, because:
## Have you updated all relevant documentation?
- [ ] Yes
- [X] No
## Description
Removing LowRA from the initial models as it's been deleted from
CivitAI.
## Related Tickets & Documents
https://discord.com/channels/1020123559063990373/1168415065205112872
- Related Issue #
- Closes #
## QA Instructions, Screenshots, Recordings
<!--
Please provide steps on how to test changes, any hardware or
software specifications as well as any other pertinent information.
-->
## Added/updated tests?
- [ ] Yes
- [ ] No : _please replace this line with details on why tests
have not been included_
## [optional] Are there any post deployment tasks we need to perform?
## What type of PR is this? (check all applicable)
- [ ] Refactor
- [ ] Feature
- [ ] Bug Fix
- [x] Optimization
- [ ] Documentation Update
- [ ] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [x] Yes
- [ ] No, because:
## Have you updated all relevant documentation?
- [x] Yes
- [ ] No
## Description
Improve LoRA patching speed with the following changes:
- Calculate LoRA layer weights on the same device as the target model.
Prior to this change, weights were always calculated on the CPU. If the
target model is on the GPU, this significantly improves performance.
- Move models to their target devices _before_ applying LoRA patches.
- Improve the ordering of Tensor copy / cast operations.
## QA Instructions, Screenshots, Recordings
Tests:
- [x] Tested with a CUDA GPU, saw savings of ~10secs with 1 LoRA applied
to an SDXL model.
- [x] No regression in CPU-only environment
- [ ] No regression (and possible improvement?) on Mac with MPS.
- [x] Weights get restored correctly after using a LoRA
- [x] Stacking multiple LoRAs
Please hammer away with a variety of LoRAs in case there is some edge
case that I've missed.
## Added/updated tests?
- [x] Yes (Added some minimal unit tests. Definitely would benefit from
more, but it's a step in the right direction.)
- [ ] No
## What type of PR is this? (check all applicable)
- [ ] Refactor
- [X] Feature
- [ ] Bug Fix
- [ ] Optimization
- [ ] Documentation Update
- [ ] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [X] Yes
- [ ] No, because:
## Have you updated all relevant documentation?
- [X] Yes
- [ ] No
## Description
This PR gives the user the option of upgrading to the latest PRE-RELEASE
in addition to the default of updating to the latest release. This will
allow users to conveniently try out the latest pre-release for a while
and then back out to the official release if it doesn't work for them.
Added Average Images node
## What type of PR is this? (check all applicable)
- [ ] Refactor
- [ ] Feature
- [ ] Bug Fix
- [ ] Optimization
- [ ] Documentation Update
- [X] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [ ] Yes
- [X] No, because:
## Have you updated all relevant documentation?
- [X] Yes
- [ ] No
## Description
Added a new community node that averages input images.
## What type of PR is this? (check all applicable)
- [ ] Refactor
- [ ] Feature
- [X] Bug Fix
- [ ] Optimization
- [ ] Documentation Update
- [ ] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [X] Yes
- [ ] No, because:
## Have you updated all relevant documentation?
- [X] Yes
- [ ] No
## Description
This PR prevents the invokeai update script from offering prereleases.
Currently translated at 37.7% (460 of 1217 strings)
translationBot(ui): update translation (German)
Currently translated at 36.4% (444 of 1217 strings)
translationBot(ui): update translation (German)
Currently translated at 36.0% (439 of 1217 strings)
Co-authored-by: Alexander Eichhorn <pfannkuchensack@einfach-doof.de>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/de/
Translation: InvokeAI/Web UI
