Transformers How to use RRashmini/google-umt5-small-8 with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("RRashmini/google-umt5-small-8")
model = AutoModelForSeq2SeqLM.from_pretrained("RRashmini/google-umt5-small-8", device_map="auto") 
