Transformers How to use hf-internal-testing/mrpc-bert-base-cased with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="hf-internal-testing/mrpc-bert-base-cased") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("hf-internal-testing/mrpc-bert-base-cased")
model = AutoModelForSequenceClassification.from_pretrained("hf-internal-testing/mrpc-bert-base-cased", device_map="auto") 
