Transformers How to use Alibaba-NLP/UEmbed-4B with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="Alibaba-NLP/UEmbed-4B") # Load model directly
from transformers import AutoProcessor, Qwen3_5ForEmbedding
processor = AutoProcessor.from_pretrained("Alibaba-NLP/UEmbed-4B")
model = Qwen3_5ForEmbedding.from_pretrained("Alibaba-NLP/UEmbed-4B", device_map="auto") 
