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