Transformers How to use BidirLM/BidirLM-1.7B-Base with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("fill-mask", model="BidirLM/BidirLM-1.7B-Base", trust_remote_code=True) # Load model directly
from transformers import AutoModelForMaskedLM
model = AutoModelForMaskedLM.from_pretrained("BidirLM/BidirLM-1.7B-Base", trust_remote_code=True, device_map="auto") 
