Transformers How to use tasksource/UltraBERT-150M-nli with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("zero-shot-classification", model="tasksource/UltraBERT-150M-nli", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("tasksource/UltraBERT-150M-nli", trust_remote_code=True)
model = AutoModelForSequenceClassification.from_pretrained("tasksource/UltraBERT-150M-nli", trust_remote_code=True, device_map="auto") 
