LanguageBind Omni measured on 21 of 195 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 SmallunstatedOpen+10%—$0.05Memory (4-bit): 0.7 GB → 1 GBeOpenEbind Audio Vision+30%——eBetterEbind FullunstatedOpen+30%——Memory (4-bit): 0.7 GB → 1.1 GBLBetterLCO Embedding Omni 7BunstatedOpen+18%——Memory (4-bit): 0.7 GB → 5.4 GBBBetterBidirLM Omni 2.5B EmbeddingunstatedOpen+15%——Memory (4-bit): 0.7 GB → 1.5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Jina Embeddings v5 Omni SmallunstatedOpen+10%—$0.05Memory (4-bit): 0.7 GB → 1 GBeEbind Audio VisionOpen+30%——eEbind FullunstatedOpen+30%——Memory (4-bit): 0.7 GB → 1.1 GBLLCO Embedding Omni 7BunstatedOpen+18%——Memory (4-bit): 0.7 GB → 5.4 GBBBidirLM Omni 2.5B EmbeddingunstatedOpen+15%——Memory (4-bit): 0.7 GB → 1.5 GBModelScoreCostPriceWhat changes
eEbind Audio VisionOpen+30%——eEbind FullunstatedOpen+30%——Memory (4-bit): 0.7 GB → 1.1 GBLLCO Embedding Omni 7BunstatedOpen+18%——Memory (4-bit): 0.7 GB → 5.4 GBBBidirLM Omni 2.5B EmbeddingunstatedOpen+15%——Memory (4-bit): 0.7 GB → 1.5 GBLLCO Embedding Omni 3BunstatedOpen+12%——Memory (4-bit): 0.7 GB → 2.8 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 OmniEmbed v0.1?›
On MVEB v1 · Video Zero-shot Classification · English, LanguageBind Omni scores 47 vs 48.5 — lower.
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 Small (better), Ebind Audio Vision (open weights).