Transformers How to use peft-internal-testing/mixtral-pre-v5-lora with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("peft-internal-testing/mixtral-pre-v5-lora", device_map="auto") 
