## 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?
- [ ] Yes
- [ ] No
## Description (edit by @blessedcoolant , @RyanJDick )
This PR adds support for IP-Adapters (a technique for image-based
prompts) in Invoke AI. Currently only available in the Node UI.
IP-Adapter Paper: [IP-Adapter: Text Compatible Image Prompt Adapter for
Text-to-Image Diffusion Models](https://arxiv.org/abs/2308.06721)
IP-Adapter reference code: https://github.com/tencent-ailab/IP-Adapter
On order to test, install the following models via the InvokeAI UI:
Image Encoders:
[InvokeAI/ip_adapter_sd_image_encoder](https://huggingface.co/InvokeAI/ip_adapter_sd_image_encoder)
[InvokeAI/ip_adapter_sdxl_image_encoder](https://huggingface.co/InvokeAI/ip_adapter_sdxl_image_encoder)
IP-Adapters:
[InvokeAI/ip_adapter_sd15](https://huggingface.co/InvokeAI/ip_adapter_sd15)
[InvokeAI/ip_adapter_plus_sd15](https://huggingface.co/InvokeAI/ip_adapter_plus_sd15)
[InvokeAI/ip_adapter_plus_face_sd15](https://huggingface.co/InvokeAI/ip_adapter_plus_face_sd15)
[InvokeAI/ip_adapter_sdxl](https://huggingface.co/InvokeAI/ip_adapter_sdxl)
Old instructions (for reference only):
> In order to test, you need to download and place the following models
in your InvokeAI models directory.
>
> - SD 1.5 - https://huggingface.co/h94/IP-Adapter/tree/main/models -->
Download the models and the `image_encoder` folder to
`models/core/ip_adapters/sd-1`
> - SDXL - https://huggingface.co/h94/IP-Adapter/tree/main/sdxl_models
-Download the models and the `image_encoder` folder to
`models/core/ip_adapaters/sdxl`
>
> This is only temporary. This needs to be handled differently. I
outlined them here.
https://github.com/invoke-ai/InvokeAI/pull/4429#issuecomment-1705776570
## Examples using this PR
### Image variations, no text prompt
Leftmost image in each row is original image used for input to
IP-Adapter. The other rows are example outputs with different seeds,
other parameters identical.
## Related Tickets & Documents
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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.
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## 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
- [ ] Optimization
- [ ] Documentation Update
- [ ] Community Node Submission
## Have you discussed this change with the InvokeAI team?
- [ ] Yes
- [ ] No, because:
## Have you updated all relevant documentation?
- [ ] Yes
- [ ] No
## Description
A few Missed Translations From the Translation Update
## 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
- [ ] 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?
- [ ] Yes
- [ X ] No
## Description
Mask Edge was set to default, and producing poor results. I've updated
the default back to Unmasked.
Note: The target branch is `feat/ip-adapter`, not `main`. After a
cursory review here, I'll merge for an in-depth review as part of
https://github.com/invoke-ai/InvokeAI/pull/4429.
## Description
This branch adds model management support for IP-Adapter models. There
are a few notable/unusual aspects to how it is implemented:
- We have defined a model format that works better with our model
manager than the 'official' IP-Adapter repo, and will be hosting the
IP-Adapter models ourselves (See `invokeai/backend/ip_adapter/README.md`
for a description of the expected model formats.)
- The CLIP Vision models and IP-Adapter models are handled independently
in the model manager. The IP-Adapter model info has a reference to the
CLIP model that it is intended to be run with.
- The `BaseModelType.Any` field was added for CLIP Vision models, as
they don't have a clear 1-to-1 association with a particular base model.
## QA Instructions, Screenshots, Recordings
Install the following models via the InvokeAI UI:
Image Encoders:
-
[InvokeAI/ip_adapter_sd_image_encoder](https://huggingface.co/InvokeAI/ip_adapter_sd_image_encoder)
-
[InvokeAI/ip_adapter_sdxl_image_encoder](https://huggingface.co/InvokeAI/ip_adapter_sdxl_image_encoder)
IP-Adapters:
-
[InvokeAI/ip_adapter_sd15](https://huggingface.co/InvokeAI/ip_adapter_sd15)
-
[InvokeAI/ip_adapter_plus_sd15](https://huggingface.co/InvokeAI/ip_adapter_plus_sd15)
-
[InvokeAI/ip_adapter_plus_face_sd15](https://huggingface.co/InvokeAI/ip_adapter_plus_face_sd15)
-
[InvokeAI/ip_adapter_sdxl](https://huggingface.co/InvokeAI/ip_adapter_sdxl)
