Transformers How to use PIA-SPACE-LAB/Qwen3-VL-Embedding-2B-FP8 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="PIA-SPACE-LAB/Qwen3-VL-Embedding-2B-FP8") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM
processor = AutoProcessor.from_pretrained("PIA-SPACE-LAB/Qwen3-VL-Embedding-2B-FP8")
model = AutoModelForMultimodalLM.from_pretrained("PIA-SPACE-LAB/Qwen3-VL-Embedding-2B-FP8", device_map="auto") 
