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
BetterEmbeddingGemma 2unstatedOpen×4.4—$0.02Memory (4-bit): 0 GB → 0.2 GBLOpenLCO Embedding Omni 7Bunstated×4.7——Memory (4-bit): 0 GB → 5.4 GB
BetterJina Embeddings v5 Omni NanounstatedOpen×3.1—$0.02Memory (4-bit): 0 GB → 0.6 GBBetterJina Embeddings v5 Omni SmallunstatedOpen×3.7—$0.05Memory (4-bit): 0 GB → 1 GBBetterJina Clip v1Open+97%—$0.05Memory (4-bit): 0 GB → 0.1 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 2unstatedOpen×4.4—$0.02Memory (4-bit): 0 GB → 0.2 GBJina Embeddings v5 Omni NanounstatedOpen×3.1—$0.02Memory (4-bit): 0 GB → 0.6 GBJina Embeddings v5 Omni SmallunstatedOpen×3.7—$0.05Memory (4-bit): 0 GB → 1 GBJina Clip v1Open+97%—$0.05Memory (4-bit): 0 GB → 0.1 GBVVoyage Multimodal 3×4—$0.12ModelScoreCostPriceWhat changes
LLCO Embedding Omni 7BunstatedOpen×4.7——Memory (4-bit): 0 GB → 5.4 GBLLCO Embedding Omni 3BunstatedOpen×4.5——Memory (4-bit): 0 GB → 2.8 GBHE5 Omni 7BunstatedOpen×4.4——Memory (4-bit): 0 GB → 5.4 GBEmbeddingGemma 2unstatedOpen×4.4—$0.02Memory (4-bit): 0 GB → 0.2 GBHE5 Omni 3BunstatedOpen×4.2——Memory (4-bit): 0 GB → 2.8 GBModelScoreCostPriceWhat changes
Dinov2 LargeOpen+13%——Memory (4-bit): 0 GB → 0.2 GBDinov2 BaseOpen+10%——Memory (4-bit): 0 GB → 0.1 GBDinov2 GiantOpensame——Memory (4-bit): 0 GB → 0.7 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 Dinov2 Giant?›
On MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages), Dinov2 Small scores 17.6 vs 17.7 — 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?›
EmbeddingGemma 2 (better), LCO Embedding Omni 7B (open weights).