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
BetterEmbeddingGemma 2unstatedOpen+28%—$0.02
BetterJina Embeddings v5 Omni NanounstatedOpen+25%—$0.02BetterJina Embeddings v5 Omni SmallunstatedOpen+24%—$0.05Memory (4-bit): 0.7 GB → 1 GBLBetterLCO Embedding Omni 7BunstatedOpen+28%——Memory (4-bit): 0.7 GB → 5.4 GBBBetterBidirLM Omni 2.5B EmbeddingunstatedOpen+27%——Memory (4-bit): 0.7 GB → 1.5 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 2unstatedOpen+28%—$0.02Jina Embeddings v5 Omni NanounstatedOpen+25%—$0.02Jina Embeddings v5 Omni SmallunstatedOpen+24%—$0.05Memory (4-bit): 0.7 GB → 1 GBLLCO Embedding Omni 7BunstatedOpen+28%——Memory (4-bit): 0.7 GB → 5.4 GBBBidirLM Omni 2.5B EmbeddingunstatedOpen+27%——Memory (4-bit): 0.7 GB → 1.5 GBModelScoreCostPriceWhat changes
EmbeddingGemma 2unstatedOpen+28%—$0.02LLCO Embedding Omni 7BunstatedOpen+28%——Memory (4-bit): 0.7 GB → 5.4 GBBBidirLM Omni 2.5B EmbeddingunstatedOpen+27%——Memory (4-bit): 0.7 GB → 1.5 GBLLCO Embedding Omni 3BunstatedOpen+27%——Memory (4-bit): 0.7 GB → 2.8 GBJina Embeddings v5 Omni NanounstatedOpen+25%—$0.02Run 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 Vggish?›
On MAEB v1 · Audio Pair Classification · English, LanguageBind Omni scores 52.6 vs 52.8 — 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?›
EmbeddingGemma 2 (better).