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")
