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adding lora support to z-image controlnet pipelines #13200

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Merged
sayakpaul merged 1 commit into from
Mar 5, 2026
+4 −4
Merged

adding lora support to z-image controlnet pipelines #13200

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4 changes: 2 additions & 2 deletions src/diffusers/pipelines/z_image/pipeline_z_image_controlnet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@
from transformers import AutoTokenizer, PreTrainedModel

from ...image_processor import PipelineImageInput, VaeImageProcessor
from ...loaders import FromSingleFileMixin
from ...loaders import FromSingleFileMixin, ZImageLoraLoaderMixin
from ...models.autoencoders import AutoencoderKL
from ...models.controlnets import ZImageControlNetModel
from ...models.transformers import ZImageTransformer2DModel
Expand Down Expand Up @@ -185,7 +185,7 @@ def retrieve_timesteps(
return timesteps, num_inference_steps


class ZImageControlNetPipeline(DiffusionPipeline, FromSingleFileMixin):
class ZImageControlNetPipeline(DiffusionPipeline, ZImageLoraLoaderMixin, FromSingleFileMixin):
model_cpu_offload_seq = "text_encoder->transformer->vae"
_optional_components = []
_callback_tensor_inputs = ["latents", "prompt_embeds"]
Expand Down
4 changes: 2 additions & 2 deletions src/diffusers/pipelines/z_image/pipeline_z_image_controlnet_inpaint.py
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Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,7 @@
from transformers import AutoTokenizer, PreTrainedModel

from ...image_processor import PipelineImageInput, VaeImageProcessor
from ...loaders import FromSingleFileMixin
from ...loaders import FromSingleFileMixin, ZImageLoraLoaderMixin
from ...models.autoencoders import AutoencoderKL
from ...models.controlnets import ZImageControlNetModel
from ...models.transformers import ZImageTransformer2DModel
Expand Down Expand Up @@ -185,7 +185,7 @@ def retrieve_timesteps(
return timesteps, num_inference_steps


class ZImageControlNetInpaintPipeline(DiffusionPipeline, FromSingleFileMixin):
class ZImageControlNetInpaintPipeline(DiffusionPipeline, ZImageLoraLoaderMixin, FromSingleFileMixin):
model_cpu_offload_seq = "text_encoder->transformer->vae"
_optional_components = []
_callback_tensor_inputs = ["latents", "prompt_embeds"]
Expand Down