Transformers How to use google/ul2 with Transformers:
# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("google/ul2")
model = AutoModelForSeq2SeqLM.from_pretrained("google/ul2")