# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, Adapter
tokenizer = AutoTokenizer.from_pretrained("sileod/deberta-v3-base-tasksource-adapters")
model = Adapter.from_pretrained("sileod/deberta-v3-base-tasksource-adapters", device_map="auto")Quick Links
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="sileod/deberta-v3-base-tasksource-adapters")