Transformers How to use astroware/HaloGuard2-MultiStream-0.8B with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="astroware/HaloGuard2-MultiStream-0.8B", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoModelForTokenClassification
model = AutoModelForTokenClassification.from_pretrained("astroware/HaloGuard2-MultiStream-0.8B", trust_remote_code=True, device_map="auto") 
