Transformers How to use rd211/Qwen3-0.6B-Base with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="rd211/Qwen3-0.6B-Base") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("rd211/Qwen3-0.6B-Base")
model = AutoModelForSequenceClassification.from_pretrained("rd211/Qwen3-0.6B-Base", device_map="auto") 
