qwen3-vl-embedding-2b-torch#

Multimodal embedding model for image-text similarity and retrieval.

Details

  • Model name: qwen3-vl-embedding-2b-torch

  • Model source: https://huggingface.co/Qwen/Qwen3-VL-Embedding-2B

  • Model author: Qwen Team, Alibaba

  • Model license: Apache 2.0

  • Model size: 4.19 GB

  • Exposes embeddings? yes

  • Tags: embeddings, vlm, torch, transformer

Requirements

  • Packages: torch, torchvision, transformers>=4.57.0, accelerate, qwen-vl-utils

  • CPU support

    • yes

  • GPU support

    • yes

Example usage

 1import fiftyone as fo
 2import fiftyone.zoo as foz
 3
 4dataset = foz.load_zoo_dataset(
 5    "coco-2017",
 6    split="validation",
 7    dataset_name=fo.get_default_dataset_name(),
 8    max_samples=50,
 9    shuffle=True,
10)
11
12model = foz.load_zoo_model("qwen3-vl-embedding-2b-torch")
13
14dataset.apply_model(model, label_field="predictions")
15
16session = fo.launch_app(dataset)