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