Transformers How to use unsloth/Qwen3-Embedding-4B with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="unsloth/Qwen3-Embedding-4B") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("unsloth/Qwen3-Embedding-4B")
model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3-Embedding-4B", device_map="auto") 
