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Description
Describe the bug
SDXLLongPromptWeightingPipeline load lora raise ValueError
ValueError: Adapter name(s) {'toy'} not in the list of present adapters: {'default_0'}.
Diffusers version: 0.32.2
Reproduction
import torch
import os, sys
from diffusers import DiffusionPipeline
import SDXLLongPromptWeightingPipeline
# https://github.com/huggingface/diffusers/blob/v0.32.2/examples/community/lpw_stable_diffusion_xl.py
pipe_id = "stabilityai/stable-diffusion-xl-base-1.0"
# pipe = DiffusionPipeline.from_pretrained(pipe_id, torch_dtype=torch.float16).to("cuda")
pipe = SDXLLongPromptWeightingPipeline.from_pretrained(pipe_id, torch_dtype=torch.float16, add_watermarker=False).to("cuda")
# https://huggingface.co/CiroN2022/toy-face
pipe.load_lora_weights("CiroN2022/toy-face", weight_name="toy_face_sdxl.safetensors", adapter_name="toy")
pipe.set_adapters([ "toy"], adapter_weights=[1.0])
"""
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/venv/lib/python3.10/site-packages/diffusers/loaders/lora_base.py", line 682, in set_adapters
raise ValueError(
ValueError: Adapter name(s) {'toy'} not in the list of present adapters: {'default_0'}.
"""
# when diffusers==0.30.0,DiffusionPipeline and SDXLLongPromptWeightingPipeline are ok
# But diffusers==0.32.2, DiffusionPipeline is ok. SDXLLongPromptWeightingPipeline throws the error
Logs
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/venv/lib/python3.10/site-packages/diffusers/loaders/lora_base.py", line 682, in set_adapters
raise ValueError(
ValueError: Adapter name(s) {'toy'} not in the list of present adapters: {'default_0'}.
System Info
- 🤗 Diffusers version: 0.32.2
- Platform: Linux-5.4.0-100-generic-x86_64-with-glibc2.35
- Running on Google Colab?: No
- Python version: 3.10.12
- PyTorch version (GPU?): 2.4.1+cu118 (True)
- Flax version (CPU?/GPU?/TPU?): not installed (NA)
- Jax version: not installed
- JaxLib version: not installed
- Huggingface_hub version: 0.29.1
- Transformers version: 4.49.0
- Accelerate version: 1.1.1
- PEFT version: 0.14.0
- Bitsandbytes version: 0.44.1
- Safetensors version: 0.4.5
- xFormers version: 0.0.28.post1
- Accelerator: Tesla V100-PCIE-32GB, 32768 MiB
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bugSomething isn't workingSomething isn't working