## 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
Currently translated at 51.7% (630 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
## 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 40.3% (491 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
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
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 36.4% (443 of 1217 strings)
translationBot(ui): update translation (German)
Currently translated at 36.0% (439 of 1217 strings)
translationBot(ui): update translation (German)
Currently translated at 35.5% (433 of 1217 strings)
Co-authored-by: Fabian Bahl <fabian98@bahl-netz.de>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/de/
Translation: InvokeAI/Web UI
Currently translated at 36.0% (439 of 1217 strings)
translationBot(ui): update translation (German)
Currently translated at 35.5% (433 of 1217 strings)
Co-authored-by: Jaulustus <jaulustus@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/de/
Translation: InvokeAI/Web UI
Currently translated at 35.5% (433 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
Currently translated at 56.1% (683 of 1217 strings)
translationBot(ui): update translation (Japanese)
Currently translated at 40.3% (491 of 1217 strings)
Co-authored-by: Gohsuke Shimada <ghoskay@gmail.com>
Translate-URL: https://hosted.weblate.org/projects/invokeai/web-ui/ja/
Translation: InvokeAI/Web UI
Update to Load Video Frame node to reflect changes made in link
locations... a.k.a. fixing broken links.
## What type of PR is this? (check all applicable)
- [ ] Refactor
- [ ] Feature
- [ ] Bug Fix
- [ ] Optimization
- [x ] Documentation Update
- [x ] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [ ] Yes
- [x ] No, because: Its just a doc change to fix links I made for
resources that the page depends on from my github.
## Have you updated all relevant documentation?
- [? ] Yes
- [ ] No
## Description
load vid frame community node layout and link change.
## Related Tickets & Documents
<!--
For pull requests that relate or close an issue, please include them
below.
For example having the text: "closes #1234" would connect the current
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- 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
- [X] Bug Fix
- [ ] Optimization
- [ ] Documentation Update
- [ ] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [ ] Yes
- [X] No, because n/a
## Have you updated all relevant documentation?
- [X] Yes
- [ ] No
## Description
The introduction of `BaseModelType.Any` broke the code in the merge
script which relied on sd-1 coming first in the BaseModelType enum. This
assumption has been removed and the code should be less brittle now.
## Related Tickets & Documents
<!--
For pull requests that relate or close an issue, please include them
below.
For example having the text: "closes #1234" would connect the current
pull
request to issue 1234. And when we merge the pull request, Github will
automatically close the issue.
-->
- 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
- [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
Fix textual inversion training script crash caused by reorg of services.
## Related Tickets & Documents
- closes#4975
<!--
For pull requests that relate or close an issue, please include them
below.
For example having the text: "closes #1234" would connect the current
pull
request to issue 1234. And when we merge the pull request, Github will
automatically close the issue.
-->
- 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
- [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 allows users to install checkpoint (safetensors) versions of
controlnet models. The models will be converted into diffusers format
and cached on the fly.
This only works for sd-1 and sd-2 controlnets, as I was unable to find
controlnet sdxl checkpoint models or their corresponding .yaml config
files.
After updating, please run `invokeai-configure --yes --default-only` to
install the missing config files. Users should be instructed to select
option [7] from the launcher "Re-run the configure script to fix a
broken install or to complete a major upgrade".
## Related Tickets & Documents
User request at
https://discord.com/channels/1020123559063990373/1160318627631870092/1160318627631870092
<!--
For pull requests that relate or close an issue, please include them
below.
For example having the text: "closes #1234" would connect the current
pull
request to issue 1234. And when we merge the pull request, Github will
automatically close the issue.
-->
- Related Issue #4743
- 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.
-->
See above for instructions on updating the config files after checking
out the PR.
