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
dBetterDNA VL STEER 2BOpen+35%——Memory (4-bit): 0.7 GB → 1.3 GBTBetterVLM2Vec FullOpen+17%——Memory (4-bit): 0.7 GB → 2.5 GBTBetterVLM2Vec LoRAOpen+17%——Memory (4-bit): 0.7 GB → 2.5 GBlOpenCLIP ViT B 16 DataComp.XL S13B B90K+3%——
OpenJina Embeddings v5 Omni Smallunstatedsame—$0.05Memory (4-bit): 0.7 GB → 1 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
dDNA VL STEER 2BOpen+35%——Memory (4-bit): 0.7 GB → 1.3 GBTVLM2Vec FullOpen+17%——Memory (4-bit): 0.7 GB → 2.5 GBTVLM2Vec LoRAOpen+17%——Memory (4-bit): 0.7 GB → 2.5 GBModelScoreCostPriceWhat changes
dDNA VL STEER 2BOpen+35%——Memory (4-bit): 0.7 GB → 1.3 GBTVLM2Vec FullOpen+17%——Memory (4-bit): 0.7 GB → 2.5 GBTVLM2Vec LoRAOpen+17%——Memory (4-bit): 0.7 GB → 2.5 GBlCLIP ViT B 16 DataComp.XL S13B B90KOpen+3%——Jina Embeddings v5 Omni SmallunstatedOpensame—$0.05Memory (4-bit): 0.7 GB → 1 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 Blip2 Opt 2.7B?›
On MIEB English · Vision Centric QA · English, LanguageBind Omni scores 53 vs 53.1 — 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?›
DNA VL STEER 2B (better).