Transformers How to use nvidia/geneformer_V2_316M with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("fill-mask", model="nvidia/geneformer_V2_316M", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("nvidia/geneformer_V2_316M", trust_remote_code=True)
model = AutoModelForMaskedLM.from_pretrained("nvidia/geneformer_V2_316M", trust_remote_code=True, device_map="auto") 
