|
--- |
|
license: creativeml-openrail-m |
|
tags: |
|
- coreml |
|
- stable-diffusion |
|
- text-to-image |
|
- not-for-all-eyes |
|
--- |
|
# LoRA-Merged Models For CoreML |
|
## Stable Diffusion v1.5 Type Models With Embedded LoRAs For Use With CoreML-based Apps |
|
|
|
Models with an embedded LoRA are a workaround for achieving the effects provided by a LoRA with a CoreML based Stable Diffusion pipeline. An alternative to the direct use of LoRAs is necessary because Apple's CoreML Stable Diffusion implementation does not provide native support for LoRAs. |
|
|
|
The LoRA effect in these models works best when the "trigger-words" that were used in the LoRA's training are included in the text prompt. Conversely, the effect of the embedded Lora can be minimized by including the trigger-words in the negative prompt, but in general, there will be residual effects from the LoRA present in any image generated by these models. |
|
|
|
A merge is most practical when the model's basic characteristics match the LoRA's intended effect. A LoRA trained on a particular anime character should be mated with an anime-focused base model, a NSFW niche LoRA should be embedded in an NSFW model, etc. |
|
|
|
The listings below indicate the LoRA and the base model used in each merge. The folder for each merged model typically contains builds at several image sizes, a sample image file, and a text file with the suggested trigger-words from the embedded LoRA. (Some LoRAs don't use trigger-words.) |
|
|
|
If there is a merge you'd like me to run for you, leave a note in the Community area here. I'm open to anything that is SD-1.5 type. SD-2.1 type base models are really not suppored by [**Mochi Diffusion**](https://github.com/godly-devotion/MochiDiffusion), and often won't convert at all, so I'm staying away from them. Let me know the LoRA, the base model and what size(s) you'd most like. |
|
|
|
Take care in opening the sample image and trigger-word files here as they may contain words and images that you find offensive. Caveat emptor.<br><br> |
|
|
|
## List Of LoRA-Merged Models |
|
|
|
- [kLabyrinth LoRA](https://civitai.com/models/75772/klabyrinth) merged into [Stable Diffusion v1.5](https://huggingface.co/runwayml/stable-diffusion-v1-5) |
|
- [Rorschach Test LoRA](https://civitai.com/models/100603/rorschach-test) merged into [Vivid Watercolors 1.0](https://civitai.com/models/4998/vivid-watercolors) |
|
- |
|
|
|
|
