Dinov2 Base
Jul 2023
Dinov2 BaseCompare inon
Dinov2 Base measured on 18 of 195 Multimodal benchmarks18
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
19.3MIEB lite
Jul 2023released
768Dimensions
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 2unstatedOpen+8%—$0.02Memory (4-bit): 0.1 GB → 0.2 GBQOpenEVA02 CLIP B 16unstated+18%——Memory (4-bit): 0.1 GB → 2.8 GB
BetterJina Embeddings v5 Omni SmallunstatedOpen+10%—$0.05Memory (4-bit): 0.1 GB → 1 GBBetterSiglip So400m Patch14 384Open+17%——Memory (4-bit): 0.1 GB → 0.5 GBlBetterCLIP ViT BigG 14 Laion2B 39B B160kOpen+15%——Memory (4-bit): 0.1 GB → 1.5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 2unstatedOpen+8%—$0.02Memory (4-bit): 0.1 GB → 0.2 GBJina Embeddings v5 Omni SmallunstatedOpen+10%—$0.05Memory (4-bit): 0.1 GB → 1 GBQEVA02 CLIP B 16unstatedOpen+18%——Memory (4-bit): 0.1 GB → 2.8 GBSiglip So400m Patch14 384Open+17%——Memory (4-bit): 0.1 GB → 0.5 GBlCLIP ViT BigG 14 Laion2B 39B B160kOpen+15%——Memory (4-bit): 0.1 GB → 1.5 GBModelScoreCostPriceWhat changes
QEVA02 CLIP B 16unstatedOpen+18%——Memory (4-bit): 0.1 GB → 2.8 GBSiglip So400m Patch14 384Open+17%——Memory (4-bit): 0.1 GB → 0.5 GBlCLIP ViT BigG 14 Laion2B 39B B160kOpen+15%——Memory (4-bit): 0.1 GB → 1.5 GBSiglip Large Patch16 384Open+15%——Memory (4-bit): 0.1 GB → 0.4 GBlCLIP ViT G 14 Laion2B S34B B88KOpen+14%——Memory (4-bit): 0.1 GB → 0.8 GBModelScoreCostPriceWhat changes
Dinov2 GiantOpen+3%——Memory (4-bit): 0.1 GB → 0.7 GBDinov2 LargeOpen+2%——Memory (4-bit): 0.1 GB → 0.2 GBDinov2 SmallOpen-3%——Pe Av BaseOpenn/a——Memory (4-bit): 0.1 GB → 0.6 GBPe Av LargeOpenn/a——Memory (4-bit): 0.1 GB → 1.3 GBPe Av SmallOpenn/a——Memory (4-bit): 0.1 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 Base cost?›
There is no per-unit API price: self-host only.
Is Dinov2 Base free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Dinov2 Base, and what is it best at?›
#51 of 56 in Multimodal.
Is Dinov2 Base better than E5 Omni 7B?›
On MIEB lite · Image Classification · English, Dinov2 Base scores 67.6 vs 68.3 — about the same.
When was Dinov2 Base released? Is there a newer version?›
Released 2023-07-18. It is the current version in its line.
Is Dinov2 Base open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Dinov2 Base locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Dinov2 Base?›
Dinov2 Base is an open-weights embeddings & retrieval model from Meta, released Jul 2023.
What are the best alternatives to Dinov2 Base?›
EmbeddingGemma 2 (better), EVA02 CLIP B 16 (open weights).