How to use Alibaba-NLP/UEmbed-2B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="Alibaba-NLP/UEmbed-2B")
# Load model directly from transformers import AutoProcessor, Qwen3_5ForEmbedding processor = AutoProcessor.from_pretrained("Alibaba-NLP/UEmbed-2B") model = Qwen3_5ForEmbedding.from_pretrained("Alibaba-NLP/UEmbed-2B", device_map="auto")
