Bge Small En
Aug 2023
Bge Small EnCompare inon
Bge Small En measured on 13 of 194 Embeddings benchmarks13
BenchmarkByScoreRank
Retrieval7
Other6
No benchmark matches
price not verifiedprice
83.8MTEB English v2
Aug 2023released
384Dimensions
1K tokensMax input
enLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterBge Base En v1.5unstatedOpen+33%—$0.005Memory (4-bit): 0 GB → 0.1 GBiOpenInf Retriever v1unstated+47%——Memory (4-bit): 0 GB → 4.2 GBiBetterE5 Base v2unstatedOpen+31%—$0.005Memory (4-bit): 0 GB → 0.1 GBsBetterAll MiniLM L12 v2unstatedOpen+16%—$0.005Max input: 1K tokens → 0K tokenssBetterAll MiniLM L6 v2unstatedOpen+15%—$0.005Max input: 1K tokens → 0K tokensModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+33%—$0.005Memory (4-bit): 0 GB → 0.1 GBiE5 Base v2unstatedOpen+31%—$0.005Memory (4-bit): 0 GB → 0.1 GBsAll MiniLM L12 v2unstatedOpen+16%—$0.005Max input: 1K tokens → 0K tokenssAll MiniLM L6 v2unstatedOpen+15%—$0.005Max input: 1K tokens → 0K tokenssMulti Qa Mpnet Base Dot v1Open+11%—$0.005Memory (4-bit): 0 GB → 0.1 GBModelScoreCostPriceWhat changes
iInf Retriever v1unstatedOpen+47%——Memory (4-bit): 0 GB → 4.2 GBIICT TIME And Querit Embedding v1unstatedOpen+46%——Languages: not verified+1IBOOM 4B v1unstatedOpen+40%——Languages: not verified+1iInf Retriever v1 1.5BunstatedOpen+40%——Memory (4-bit): 0 GB → 0.9 GBmCadet Embed Base v1Open+40%——Memory (4-bit): 0 GB → 0.1 GBModelScoreCostPriceWhat changes
Bge Large En v1.5unstatedOpen+33%—$0.01Memory (4-bit): 0 GB → 0.2 GBBge Base En v1.5unstatedOpen+33%—$0.005Memory (4-bit): 0 GB → 0.1 GBBge M3unstatedOpen+27%—$0.01Languages: not verified+1Bge Small En v1.5unstatedOpen+20%—$0.02Bge Base EnunstatedOpen+13%——Memory (4-bit): 0 GB → 0.1 GBBge Large EnunstatedOpen-10%——Memory (4-bit): 0 GB → 0.2 GBBge En IclunstatedOpenn/a—$0.01Languages: not verified+1Bge Multilingual Gemma2unstatedOpenn/a—$0.11Languages: not verified+1All BAAI 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
LicenceMITfree for commercial use
History
2 versionsBenchmarks
in Embeddings & RetrievalBEIR · Retrieval · English51.8#83
FAQ
How much does Bge Small En cost?›
There is no per-unit API price: price not verified.
How good is Bge Small En, and what is it best at?›
#128 of 238 in Embeddings.
Is Bge Small En better than All Mpnet Base v2?›
On ChemTEB · Retrieval · English, Bge Small En scores 55.4 vs 60.7 — lower.
When was Bge Small En released? Is there a newer version?›
Released 2023-08-05. It is the current version in its line.
Is Bge Small En open source?›
Yes, the weights are open (MIT licence).
Can I run Bge Small En locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Bge Small En?›
Bge Small En is an open-weights embeddings & retrieval model from BAAI, released Aug 2023.
What are the best alternatives to Bge Small En?›
Bge Base En v1.5 (better), Inf Retriever v1 (open weights).