Transformers How to use k-l-lambda/stable-diffusion-v1-4-inv-embed with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import InvWordEmbed
model = InvWordEmbed.from_pretrained("k-l-lambda/stable-diffusion-v1-4-inv-embed", device_map="auto") 
