Opensearch Neural Sparse Encoding Doc v2 Distill measured on 3 of 194 Embeddings benchmarks3
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
48.8BEIR
Jul 2024released
1K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge Base En v1.5unstatedOpen+9%—$0.005Memory (4-bit): 0 GB → 0.1 GB
OpenNV Embed v2unstated+29%——Memory (4-bit): 0 GB → 4.7 GBtBetterGte BaseunstatedOpen+5%—$0.005Memory (4-bit): 0 GB → 0.1 GB
BetterQwen 3 Embedding 8BunstatedOpen+29%—$0.01Languages: not verified+1BetterBge En IclunstatedOpen+27%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+9%—$0.005Memory (4-bit): 0 GB → 0.1 GBtGte BaseunstatedOpen+5%—$0.005Memory (4-bit): 0 GB → 0.1 GBQwen 3 Embedding 8BunstatedOpen+29%—$0.01Languages: not verified+1Bge En IclunstatedOpen+27%—$0.01Languages: not verified+1Qwen 3 Embedding 0.6BunstatedOpen+14%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
NV Embed v2unstatedOpen+29%——Memory (4-bit): 0 GB → 4.7 GBQwen 3 Embedding 8BunstatedOpen+29%—$0.01Languages: not verified+1Bge En IclunstatedOpen+27%—$0.01Languages: not verified+1yLENS D8000unstatedOpen+27%——Languages: not verified+1iInf Retriever v1unstatedOpen+26%——Memory (4-bit): 0 GB → 4.2 GBModelScoreCostPriceWhat changes
oOpensearch Neural Sparse Encoding Doc v3 GteOpen+8%——Memory (4-bit): 0 GB → 0.1 GBoOpensearch Neural Sparse Encoding Doc v3 DistillOpen+2%——oOpensearch Neural Sparse Encoding Doc v2 MiniOpensame——oOpensearch Neural Sparse Encoding Multilingual v1Openn/a——Memory (4-bit): 0 GB → 0.1 GBoOpensearch Neural Sparse Encoding v2 DistillOpenn/a——All opensearch-project 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
History
2 versionsBenchmarks
in Embeddings & RetrievalBEIR · Mean over tasks · English48.8#116
BEIR · Retrieval · English48.8#116
FAQ
How much does Opensearch Neural Sparse Encoding Doc v2 Distill cost?›
There is no per-unit API price: self-host only.
Is Opensearch Neural Sparse Encoding Doc v2 Distill free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Opensearch Neural Sparse Encoding Doc v2 Distill, and what is it best at?›
#114 of 196 in Embeddings.
Is Opensearch Neural Sparse Encoding Doc v2 Distill better than Multilingual E5 Base?›
On BEIR · Mean over tasks · English, Opensearch Neural Sparse Encoding Doc v2 Distill scores 48.8 vs 48.9 — about the same.
When was Opensearch Neural Sparse Encoding Doc v2 Distill released? Is there a newer version?›
Released 2024-07-17. It is the current version in its line.
Is Opensearch Neural Sparse Encoding Doc v2 Distill open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Opensearch Neural Sparse Encoding Doc v2 Distill locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Opensearch Neural Sparse Encoding Doc v2 Distill?›
Opensearch Neural Sparse Encoding Doc v2 Distill is an open-weights embeddings & retrieval model from opensearch-project, released Jul 2024.
What are the best alternatives to Opensearch Neural Sparse Encoding Doc v2 Distill?›
Bge Base En v1.5 (better), NV Embed v2 (open weights).