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Change KolorsPipeline LoRA Loader to StableDiffusion #11198

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Merged
merged 3 commits into from
Apr 3, 2025
Merged

Change KolorsPipeline LoRA Loader to StableDiffusion #11198

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fa08bde
Change LoRA Loader to StableDiffusion
BasileLewan Apr 2, 2025
f2cc322
Merge branch 'main' into fix-kolors-LoRA
asomoza Apr 2, 2025
c4ca961
Merge branch 'main' into fix-kolors-LoRA
asomoza Apr 3, 2025
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8 changes: 4 additions & 4 deletions src/diffusers/pipelines/kolors/pipeline_kolors.py
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Expand Up @@ -19,7 +19,7 @@

from ...callbacks import MultiPipelineCallbacks, PipelineCallback
from ...image_processor import PipelineImageInput, VaeImageProcessor
from ...loaders import IPAdapterMixin, StableDiffusionXLLoraLoaderMixin
from ...loaders import IPAdapterMixin, StableDiffusionLoraLoaderMixin
from ...models import AutoencoderKL, ImageProjection, UNet2DConditionModel
from ...models.attention_processor import AttnProcessor2_0, FusedAttnProcessor2_0, XFormersAttnProcessor
from ...schedulers import KarrasDiffusionSchedulers
Expand Down Expand Up @@ -121,16 +121,16 @@ def retrieve_timesteps(
return timesteps, num_inference_steps


class KolorsPipeline(DiffusionPipeline, StableDiffusionMixin, StableDiffusionXLLoraLoaderMixin, IPAdapterMixin):
class KolorsPipeline(DiffusionPipeline, StableDiffusionMixin, StableDiffusionLoraLoaderMixin, IPAdapterMixin):
r"""
Pipeline for text-to-image generation using Kolors.

This model inherits from [`DiffusionPipeline`]. Check the superclass documentation for the generic methods the
library implements for all the pipelines (such as downloading or saving, running on a particular device, etc.)

The pipeline also inherits the following loading methods:
- [`~loaders.StableDiffusionXLLoraLoaderMixin.load_lora_weights`] for loading LoRA weights
- [`~loaders.StableDiffusionXLLoraLoaderMixin.save_lora_weights`] for saving LoRA weights
- [`~loaders.StableDiffusionLoraLoaderMixin.load_lora_weights`] for loading LoRA weights
- [`~loaders.StableDiffusionLoraLoaderMixin.save_lora_weights`] for saving LoRA weights
- [`~loaders.IPAdapterMixin.load_ip_adapter`] for loading IP Adapters

Args:
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