Transformers How to use Alibaba-NLP/core-emb-2b with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="Alibaba-NLP/core-emb-2b") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, Qwen3VLForEmbedding
processor = AutoProcessor.from_pretrained("Alibaba-NLP/core-emb-2b")
model = Qwen3VLForEmbedding.from_pretrained("Alibaba-NLP/core-emb-2b", device_map="auto") 
