Dinov2 Small
Jul 2023
Dinov2 SmallCompare inon
Dinov2 Small measured on 18 of 203 Multimodal benchmarks18
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
17.6MIEB lite
Jul 2023released
384Dimensions
Alternatives?
ModelScoreCostPriceWhat changes
QBetterEVA02 CLIP B 16unstatedOpen+17%——Memory (4-bit): 0 GB → 3 GB
BetterSiglip So400m Patch14 384Open+15%——Memory (4-bit): 0 GB → 0.5 GBBetterSiglip Large Patch16 384Open+14%——Memory (4-bit): 0 GB → 0.4 GBlBetterCLIP ViT BigG 14 Laion2B 39B B160kOpen+14%——Memory (4-bit): 0 GB → 1.5 GBlBetterCLIP ViT G 14 Laion2B S34B B88KOpen+13%——Memory (4-bit): 0 GB → 0.8 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
QEVA02 CLIP B 16unstatedOpen+17%——Memory (4-bit): 0 GB → 3 GBSiglip So400m Patch14 384Open+15%——Memory (4-bit): 0 GB → 0.5 GBSiglip Large Patch16 384Open+14%——Memory (4-bit): 0 GB → 0.4 GBlCLIP ViT BigG 14 Laion2B 39B B160kOpen+14%——Memory (4-bit): 0 GB → 1.5 GBlCLIP ViT G 14 Laion2B S34B B88KOpen+13%——Memory (4-bit): 0 GB → 0.8 GBModelScoreCostPriceWhat changes
QEVA02 CLIP B 16unstatedOpen+17%——Memory (4-bit): 0 GB → 3 GBSiglip So400m Patch14 384Open+15%——Memory (4-bit): 0 GB → 0.5 GBSiglip Large Patch16 384Open+14%——Memory (4-bit): 0 GB → 0.4 GBlCLIP ViT BigG 14 Laion2B 39B B160kOpen+14%——Memory (4-bit): 0 GB → 1.5 GBlCLIP ViT G 14 Laion2B S34B B88KOpen+13%——Memory (4-bit): 0 GB → 0.8 GBModelScoreCostPriceWhat changes
Dinov2 GiantOpen+7%——Memory (4-bit): 0 GB → 0.7 GBDinov2 LargeOpen+6%——Memory (4-bit): 0 GB → 0.2 GBDinov2 BaseOpen+4%——Memory (4-bit): 0 GB → 0.1 GBPe Av BaseOpenn/a——Memory (4-bit): 0 GB → 0.6 GBPe Av LargeOpenn/a——Memory (4-bit): 0 GB → 1.3 GBPe Av SmallOpenn/a——Memory (4-bit): 0 GB → 0.5 GBAll Meta models →Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Dinov2 Small cost?›
There is no per-unit API price: self-host only.
Is Dinov2 Small free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Dinov2 Small, and what is it best at?›
#55 of 56 in Multimodal.
Is Dinov2 Small better than Blip2 Opt 6.7B Coco?›
On MIEB Img · Image Classification · English, Dinov2 Small scores 73.6 vs 73.9 — about the same.
When was Dinov2 Small released? Is there a newer version?›
Released 2023-07-18. It is the current version in its line.
Is Dinov2 Small open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Dinov2 Small locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Dinov2 Small?›
Dinov2 Small is an open-weights embeddings & retrieval model from Meta, released Jul 2023.
What are the best alternatives to Dinov2 Small?›
EVA02 CLIP B 16 (better).