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