Transformers How to use Tochka-AI/ruRoPEBert-e5-base-512 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="Tochka-AI/ruRoPEBert-e5-base-512", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("Tochka-AI/ruRoPEBert-e5-base-512", trust_remote_code=True)
model = AutoModelForMaskedLM.from_pretrained("Tochka-AI/ruRoPEBert-e5-base-512", trust_remote_code=True, device_map="auto") 
