LanguageBind Omni measured on 21 of 203 Multimodal benchmarks21
BenchmarkByScoreRank
Reranking8
Other13
No benchmark matches
price not verifiedprice
37.4MIEB lite
Oct 2023released
0K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterJina Embeddings v5 Omni NanounstatedOpen+9%—$0.02OpenJina Embeddings v5 Omni Smallunstated+17%—$0.05Memory (4-bit): 0.7 GB → 1 GBVBetterVoyage Multimodal 3+18%—$0.12dBetterDNA VL STEER 2BOpen+16%——Memory (4-bit): 0.7 GB → 1.3 GBrBetterE5 VOpen+14%——Memory (4-bit): 0.7 GB → 5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Jina Embeddings v5 Omni NanounstatedOpen+9%—$0.02Jina Embeddings v5 Omni SmallunstatedOpen+17%—$0.05Memory (4-bit): 0.7 GB → 1 GBVVoyage Multimodal 3+18%—$0.12dDNA VL STEER 2BOpen+16%——Memory (4-bit): 0.7 GB → 1.3 GBrE5 VOpen+14%——Memory (4-bit): 0.7 GB → 5 GBModelScoreCostPriceWhat changes
Jina Embeddings v5 Omni SmallunstatedOpen+17%—$0.05Memory (4-bit): 0.7 GB → 1 GBdDNA VL STEER 2BOpen+16%——Memory (4-bit): 0.7 GB → 1.3 GBrE5 VOpen+14%——Memory (4-bit): 0.7 GB → 5 GBJina Embeddings v5 Omni NanounstatedOpen+9%—$0.02TVLM2Vec FullOpen+4%——Memory (4-bit): 0.7 GB → 2.5 GBRun 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
LicenceMITfree for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does LanguageBind Omni cost?›
There is no per-unit API price: price not verified.
How good is LanguageBind Omni, and what is it best at?›
#26 of 56 in Multimodal.
Is LanguageBind Omni better than CLIP ViT L 14 DataComp.XL S13B B90K?›
On MIEB English · Visual semantic similarity (English) · multilingual (13 languages), LanguageBind Omni scores 69.6 vs 69.9 — about the same.
When was LanguageBind Omni released? Is there a newer version?›
Released 2023-10-03. It is the current version in its line.
Is LanguageBind Omni open source?›
Yes, the weights are open (MIT licence).
Can I run LanguageBind Omni locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is LanguageBind Omni?›
LanguageBind Omni is an open-weights embeddings & retrieval model from LanguageBind, released Oct 2023.
What are the best alternatives to LanguageBind Omni?›
Jina Embeddings v5 Omni Nano (better), Jina Embeddings v5 Omni Small (open weights).