Transformers How to use Qwen/Qwen3Guard-Stream-4B with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="Qwen/Qwen3Guard-Stream-4B", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen3Guard-Stream-4B", trust_remote_code=True)
model = AutoModel.from_pretrained("Qwen/Qwen3Guard-Stream-4B", trust_remote_code=True, device_map="auto") 
