vision
CvT
Vision transformer with convolutional token embedding and projection, from the paper "CvT: Introducing Convolutions to Vision Transformers".
Levelmodel
Classvision
Parameters20.02M
Contextnot in the notes
Released29 Mar 2021
Opennessopen weights permissive
Runs onnot in the notes
Statusactive
Identity
- Developer
- Microsoft AI
- Family
- not in the notes
- Released
- 29 Mar 2021 sourcesannouncement page
- Weights published
- 4 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
- hybrid
- Total parameters
- 20.02M 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.
Links
DeveloperMicrosoft AIbig tech, USA
Microsoft AIbig tech, USAModelCvTMicrosoft AI, vision
CvTMicrosoft AI, visionUse Casesnone recorded
Who Runs Itnone recorded
Organisations 1
Sources
- arxiv.org/abs/2103.15808 https://arxiv.org/abs/2103.15808
- huggingface.co/microsoft/cvt-13 https://huggingface.co/microsoft/cvt-13
- 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, "CvT", https://aurion.semai.id/models/microsoft-cvt/, records of October 2026.