XiaomiMiMo/MiMo-VL-7B-SFT-GGUF#

From Plugin

Note

This is a remotely-sourced model from the MiMo_VL plugin, maintained by the community. It is not part of FiftyOne core and may have special installation requirements. Please review the plugin documentation and license before use.

MiMo-VL-7B is a compact yet powerful vision-language model developed through extensive pre-training and reinforcement learning to achieve state-of-the-art performance on a variety of visual-language tasks..

Details

Requirements

  • Packages: huggingface-hub, transformers, torch, torchvision, qwen-vl-utils, accelerate

  • CPU support

    • yes

  • GPU support

    • yes

Example usage

 1import fiftyone as fo
 2import fiftyone.zoo as foz
 3
 4foz.register_zoo_model_source("https://github.com/harpreetsahota204/MiMo_VL")
 5
 6dataset = foz.load_zoo_dataset(
 7    "coco-2017",
 8    split="validation",
 9    dataset_name=fo.get_default_dataset_name(),
10    max_samples=50,
11    shuffle=True,
12)
13
14model = foz.load_zoo_model("XiaomiMiMo/MiMo-VL-7B-SFT-GGUF")
15
16dataset.apply_model(model, label_field="predictions")
17
18session = fo.launch_app(dataset)