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Author SHA1 Message Date
sayakpaul
b5ba24b1dc add rest of the lora loader mixins to the docs. 2024-12-16 08:32:25 +05:30
4 changed files with 21 additions and 3 deletions

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@@ -165,8 +165,7 @@ jobs:
group: gcp-ct5lp-hightpu-8t
container:
image: diffusers/diffusers-flax-tpu
options: --shm-size "16gb" --ipc host --privileged ${{ vars.V5_LITEPOD_8_ENV}} -v /mnt/hf_cache:/mnt/hf_cache
defaults:
options: --shm-size "16gb" --ipc host --privileged ${{ vars.V5_LITEPOD_8_ENV}} -v /mnt/hf_cache:/mnt/hf_cache defaults:
run:
shell: bash
steps:

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@@ -17,6 +17,9 @@ LoRA is a fast and lightweight training method that inserts and trains a signifi
- [`StableDiffusionLoraLoaderMixin`] provides functions for loading and unloading, fusing and unfusing, enabling and disabling, and more functions for managing LoRA weights. This class can be used with any model.
- [`StableDiffusionXLLoraLoaderMixin`] is a [Stable Diffusion (SDXL)](../../api/pipelines/stable_diffusion/stable_diffusion_xl) version of the [`StableDiffusionLoraLoaderMixin`] class for loading and saving LoRA weights. It can only be used with the SDXL model.
- [`SD3LoraLoaderMixin`] provides similar functions for [Stable Diffusion 3](https://huggingface.co/blog/sd3).
- [`FluxLoraLoaderMixin`] provides similar functions for [Flux](https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux).
- [`CogVideoXLoraLoaderMixin`] provides similar functions for [CogVideoX](https://huggingface.co/docs/diffusers/main/en/api/pipelines/cogvideox).
- [`Mochi1LoraLoaderMixin`] provides similar functions for [Mochi](https://huggingface.co/docs/diffusers/main/en/api/pipelines/mochi).
- [`AmusedLoraLoaderMixin`] is for the [`AmusedPipeline`].
- [`LoraBaseMixin`] provides a base class with several utility methods to fuse, unfuse, unload, LoRAs and more.
@@ -38,6 +41,18 @@ To learn more about how to load LoRA weights, see the [LoRA](../../using-diffuse
[[autodoc]] loaders.lora_pipeline.SD3LoraLoaderMixin
## FluxLoraLoaderMixin
[[autodoc]] loaders.lora_pipeline.FluxLoraLoaderMixin
## CogVideoXLoraLoaderMixin
[[autodoc]] loaders.lora_pipeline.CogVideoXLoraLoaderMixin
## Mochi1LoraLoaderMixin
[[autodoc]] loaders.lora_pipeline.Mochi1LoraLoaderMixin
## AmusedLoraLoaderMixin
[[autodoc]] loaders.lora_pipeline.AmusedLoraLoaderMixin

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@@ -26,7 +26,7 @@ Make sure to check out the Schedulers [guide](../../using-diffusers/schedulers.m
</Tip>
This pipeline was contributed by [lawrence-cj](https://github.com/lawrence-cj) and [chenjy2003](https://github.com/chenjy2003). The original codebase can be found [here](https://github.com/NVlabs/Sana). The original weights can be found under [hf.co/Efficient-Large-Model](https://huggingface.co/Efficient-Large-Model).
This pipeline was contributed by [lawrence-cj](https://github.com/lawrence-cj). The original codebase can be found [here](https://github.com/NVlabs/Sana). The original weights can be found under [hf.co/Efficient-Large-Model]https://huggingface.co/Efficient-Large-Model).
Available models:

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@@ -16,8 +16,12 @@ ALWAYS_TEST_PIPELINE_MODULES = [
"stable_diffusion_2",
"stable_diffusion_xl",
"stable_diffusion_adapter",
"deepfloyd_if",
"ip_adapters",
"kandinsky",
"kandinsky2_2",
"text_to_video_synthesis",
"wuerstchen",
]
PIPELINE_USAGE_CUTOFF = int(os.getenv("PIPELINE_USAGE_CUTOFF", 50000))