---
title: data2vec-vision-large-ft1k
canonical_url: "https://www.modelscope.cn/models/mlx-community/data2vec-vision-large-ft1k"
md_url: "https://www.modelscope.cn/models/mlx-community/data2vec-vision-large-ft1k.md"
repository: mlx-community/data2vec-vision-large-ft1k
last_updated: 2025-05-08
license: apache-2.0
pipeline_tag: image-classification
tasks:
  - image-classification
model_type:
  - data2vec-vision
architectures:
  - Data2VecVisionForImageClassification
parameters: 305.4M
tensor_type:
  - F32
  - I64
library_name:
  - mlx
  - safetensors
  - pytorch
frameworks:
  - pytorch
downloads: 342
stars: 0
tags:
  - image-classification
  - vision
---

# data2vec-vision-large-ft1k

> data2vec-vision-large-ft1k - mlx-community 在 ModelScope 开源的模型。Data2Vec-Vision (large-sized model, fine-tuned on ImageNet-1k)

mlx-community/data2vec-vision-large-ft1k 是 ModelScope 魔搭社区上的 305.4M 参数image-classification模型，采用 apache-2.0 许可。

- **Repository**: mlx-community/data2vec-vision-large-ft1k
- **License**: apache-2.0
- **Tasks**: image-classification
- **Parameters**: 305.4M
- **Tags**: image-classification, vision
- **Downloads**: 342
- **Stars**: 0
- **Last updated**: 2025-05-08

Source: https://www.modelscope.cn/models/mlx-community/data2vec-vision-large-ft1k

---

# Data2Vec-Vision (large-sized model, fine-tuned on ImageNet-1k)

![model image](https://raw.githubusercontent.com/patrickvonplaten/scientific_images/master/data2vec.png)

BEiT model pre-trained in a self-supervised fashion and fine-tuned on ImageNet-1k (1,2 million images, 1000 classes) at resolution 224x224. It was introduced in the paper [data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language](https://arxiv.org/abs/2202.03555) by Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli and first released in [this repository](https://github.com/facebookresearch/data2vec_vision/tree/main/beit).

## Usage

```python
from mlx_ssl.models import Data2VecVisionForImageClassification

model = Data2VecVisionForImageClassification.from_pretrained(
    "mlx-community/data2vec-vision-large-ft1k"
)
```