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Fix lora script #64

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Fix lora script #64

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b39e2e4
Update train_svd_lora.py
ronigoldnexar Sep 25, 2024
6a8798b
Fix AttributeError in train_svd_lora.py: replaced save_lora_weights w…
ronigoldnexar Sep 25, 2024
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5 changes: 3 additions & 2 deletions train_svd_lora.py
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Original file line number Diff line number Diff line change
Expand Up @@ -45,6 +45,7 @@

import diffusers
from diffusers import StableVideoDiffusionPipeline
from diffusers.loaders import StableDiffusionLoraLoaderMixin
from diffusers.models.lora import LoRALinearLayer
from diffusers import AutoencoderKLTemporalDecoder
from diffusers.optimization import get_scheduler
Expand Down Expand Up @@ -1067,7 +1068,7 @@ def _get_add_time_ids(
get_peft_model_state_dict(unwrapped_unet)
)

StableVideoDiffusionPipeline.save_lora_weights(
StableDiffusionLoraLoaderMixin.save_lora_weights(
save_directory=save_path,
unet_lora_layers=unet_lora_state_dict,
safe_serialization=True,
Expand Down Expand Up @@ -1146,7 +1147,7 @@ def _get_add_time_ids(

unwrapped_unet = accelerator.unwrap_model(unet)
unet_lora_state_dict = convert_state_dict_to_diffusers(get_peft_model_state_dict(unwrapped_unet))
StableVideoDiffusionPipeline.save_lora_weights(
StableDiffusionLoraLoaderMixin.save_lora_weights(
save_directory=args.output_dir,
unet_lora_layers=unet_lora_state_dict,
safe_serialization=True,
Expand Down
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