Project AURIONAI Use-Cases Research & Innovation
Meta
vision

data2vec vision

Image model from Meta's data2vec, a self-supervised framework shared across speech, vision and language.

MetaMetaUSA
Illustration of data2vec training, in which a student model predicts a teacher's representations of the original input, from the model card.
Levelmodel
Classvision
Parametersnot in the notes
Contextnot in the notes
Released7 Feb 2022
Opennessopen weights permissive
Runs onnot in the notes
Statusactive

R&D Topics

Self-supervised visual representation learningproduced by

Identity

Developer
Meta
Family
not in the notes
Released
7 Feb 2022 sourcesannouncement page
Weights published
14 Apr 2022
Record checked
12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
dense transformer
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
image
Output
not in the notes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open weights permissive
Licence
Apache License 2.0 sources
Access routes
open weights download, cloud marketplace
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. arxiv.org/abs/2202.03555 https://arxiv.org/abs/2202.03555
  2. huggingface.co/facebook/data2vec-vision-base https://huggingface.co/facebook/data2vec-vision-base
  3. ai.azure.com/catalog/models?task=image-classification https://ai.azure.com/catalog/models?task=image-classification

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "data2vec Vision", https://aurion.semai.id/models/meta-data2vec-vision/, records of October 2026.