Levelvariant
Classgeospatial
Parameters6.7B
Contextnot in the notes
ReleasedAug 2025
Opennessopen weights restricted
Runs onhyperscale cluster, multi-GPU node
Statusactive
Lineage
distill
DINOv3 SAT-493M ViT-L (distilled) is a child (distill)high confidencemodel cardWhere this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 2 models. Confidence and evidence are the notes' own.
Identity
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 Self-supervised ViT on 493M 512x512 satellite images
- Total parameters
- 6.7B 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 restricted
- Licence
- DINOv3 License sources
- Access routes
- open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- hyperscale cluster, multi-GPU node
- 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.
Industry Use Cases
No industry use case links this model.
Links
DeveloperMetabig tech, USA
Metabig tech, USAModelDINOv3 SAT-493M ViT-7BMeta, geospatial
DINOv3 SAT-493M ViT-7BMeta, geospatialR&D TopicsEarth Observation Foundation Models
Use CasesSatellite Monitoring (Land Cover, Floods, Forests)Public SectorLand Use and Crop MappingAgricultureUse cases of models in the same R&D topic; none is recorded for this model itself.
Who Runs It
BRIN Data Science and Information Research Center (PRSDI)Research, 10 Mar 2026Deployments of these use cases; none names this model.
BRIN Data Science and Information Research Center (PRSDI)Research, 10 Mar 2026Deployments of these use cases; none names this model.Organisations 1
Sources
- huggingface.co/facebook/dinov3-vit7b16-pretrain-sat493m https://huggingface.co/facebook/dinov3-vit7b16-pretrain-sat493m
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "DINOv3 SAT-493M ViT-7B", https://aurion.semai.id/models/meta-dinov3-vit-7b-sat493m/, records of October 2026.