Opensearch Neural Sparse Encoding Doc v2 Mini measured on 3 of 261 Embeddings benchmarks3
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
48.1BEIR
Jul 2024released
384Dimensions
1K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge Base En v1.5unstatedOpen+11%—$0.005Memory (4-bit): 0 GB → 0.1 GB
OpenNV Embed v2unstated+32%——Memory (4-bit): 0 GB → 4.7 GBtBetterGte BaseunstatedOpen+6%—$0.005Memory (4-bit): 0 GB → 0.1 GBiBetterE5 Base v2unstatedOpen+5%—$0.005Memory (4-bit): 0 GB → 0.1 GB
BetterQwen 3 Embedding 8BunstatedOpen+31%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+11%—$0.005Memory (4-bit): 0 GB → 0.1 GBtGte BaseunstatedOpen+6%—$0.005Memory (4-bit): 0 GB → 0.1 GBiE5 Base v2unstatedOpen+5%—$0.005Memory (4-bit): 0 GB → 0.1 GBQwen 3 Embedding 8BunstatedOpen+31%—$0.01Languages: not verified+1Bge En IclunstatedOpen+29%—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
NV Embed v2unstatedOpen+32%——Memory (4-bit): 0 GB → 4.7 GBQwen 3 Embedding 8BunstatedOpen+31%—$0.01Languages: not verified+1Bge En IclunstatedOpen+29%—$0.01Languages: not verified+1yLENS D8000unstatedOpen+29%——Languages: not verified+1iInf Retriever v1unstatedOpen+28%——Memory (4-bit): 0 GB → 4.2 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
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalBEIR · Mean over tasks · English48.1#118
BEIR · Retrieval · English48.1#118
FAQ
How much does Opensearch Neural Sparse Encoding Doc v2 Mini cost?›
There is no per-unit API price: self-host only.
Is Opensearch Neural Sparse Encoding Doc v2 Mini 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 Mini, and what is it best at?›
#116 of 194 in Embeddings.
Is Opensearch Neural Sparse Encoding Doc v2 Mini better than Granite Embedding 278M Multilingual?›
On BEIR · Mean over tasks · English, Opensearch Neural Sparse Encoding Doc v2 Mini scores 48.1 vs 48.2 — about the same.
When was Opensearch Neural Sparse Encoding Doc v2 Mini released? Is there a newer version?›
Released 2024-07-18. It is the current version in its line.
Is Opensearch Neural Sparse Encoding Doc v2 Mini open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Opensearch Neural Sparse Encoding Doc v2 Mini locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Opensearch Neural Sparse Encoding Doc v2 Mini?›
Opensearch Neural Sparse Encoding Doc v2 Mini 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 Mini?›
Bge Base En v1.5 (better), NV Embed v2 (open weights).