huggingface / huggingface/diffusers
Error in loading Lora
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Description
### Describe the bug
`lora_unet_down_blocks_1_attentions_0_transformer_blocks_0_attn1_to_k.alpha` not supported error. I have uploaded the model on hugging face. Error appears on `load_lora_weights()` function
### Reproduction
```
from diffusers import DiffusionPipeline
pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0")
pipe.load_lora_weights("artemonlysuno/sdxl-lora-neutral")
prompt = "abstract portrait of 1girl,undefined gender,fragmented visual style,red and black color palette,evokes feelings of rebellion,passion,and freedom,blurred boundaries,high resolution,aesthetic,"
image = pipe(prompt).images[0]
```
### Logs
```shell
Traceback (most recent call last):
File "/home/user/runware/Oleg/sd-base-api/test_lora.py", line 5, in
pipe.load_lora_weights("artemonlysuno/sdxl-lora-neutral")
File "/home/user/anaconda3/envs/3.7/lib/python3.12/site-packages/diffusers/loaders/lora_pipeline.py", line 543, in load_lora_weights
state_dict, network_alphas = self.lora_state_dict(
^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/envs/3.7/lib/python3.12/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/envs/3.7/lib/python3.12/site-packages/diffusers/loaders/lora_pipeline.py", line 698, in lora_state_dict
state_dict = _maybe_map_sgm_blocks_to_diffusers(state_dict, unet_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/envs/3.7/lib/python3.12/site-packages/diffusers/loaders/lora_conversion_utils.py", line 59, in _maybe_map_sgm_blocks_to_diffusers
raise ValueError(f"Checkpoint not supported because layer {layer} not supported.")
ValueError: Checkpoint not supported because layer lora_unet_down_blocks_1_attentions_0_transformer_blocks_0_attn1_to_k.alpha not supported.
```
### System Info
Diffusers version: Version: 0.33.0.dev0
Python: 3.12.9
### Who can help?
@sayakpaul
Guide de contribution
Ouvrir le guide de contribution
Piste de recherche
Start in diffusers/loaders/lora_conversion_utils.py at _maybe_map_sgm_blocks_to_diffusers and follow its call from diffusers/loaders/lora_pipeline.py. Reproduce the load_lora_weights() example with the linked Hugging Face model and determine whether the reported .alpha layer is handled; done means the checkpoint loads without the unsupported-layer error.
Rédigé par le modèle d'indexation à partir du texte de l'issue.
Évaluation
- Stack technique
- huggingface, python, pytorch
- Domaine
- machine-learning
- Type d'issue
- Bug
- Difficulté
- 3/5
- Temps estimé
- 1-2 jours
- Activité
- À l'abandon
- Clarté
- Plutôt claire
- Accessibilité débutants
- 42/100