Transformers How to use GeneZC/sparsebert-base with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, SparseBertHidden
tokenizer = AutoTokenizer.from_pretrained("GeneZC/sparsebert-base")
model = SparseBertHidden.from_pretrained("GeneZC/sparsebert-base", device_map="auto") 
