Transformers How to use moca-embed/MoCa-Qwen25VL-3B with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("zero-shot-image-classification", model="moca-embed/MoCa-Qwen25VL-3B")
pipe(
"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png",
candidate_labels=["animals", "humans", "landscape"],
) # Load model directly
from transformers import AutoProcessor, Qwen2_5ForEmbedding
processor = AutoProcessor.from_pretrained("moca-embed/MoCa-Qwen25VL-3B")
model = Qwen2_5ForEmbedding.from_pretrained("moca-embed/MoCa-Qwen25VL-3B", device_map="auto") 
