Bge Small En
Aug 2023
Bge Small EnCompare inon
Bge Small En measured on 13 of 261 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
sBetterAll Mpnet Base v2unstatedOpen+35%—$0.005Max input: 1K tokens → 0K tokens+1VOpenSearchMap Previewunstated+65%——Memory (4-bit): 0 GB → 0.3 GBsBetterAll MiniLM L12 v2unstatedOpen+33%—$0.005Max input: 1K tokens → 0K tokenssBetterAll MiniLM L6 v2unstatedOpen+30%—$0.005Max input: 1K tokens → 0K tokensBetterBge Base En v1.5unstatedOpen+25%—$0.005Memory (4-bit): 0 GB → 0.1 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
sAll Mpnet Base v2unstatedOpen+35%—$0.005Max input: 1K tokens → 0K tokens+1sAll MiniLM L12 v2unstatedOpen+33%—$0.005Max input: 1K tokens → 0K tokenssAll MiniLM L6 v2unstatedOpen+30%—$0.005Max input: 1K tokens → 0K tokensBge Base En v1.5unstatedOpen+25%—$0.005Memory (4-bit): 0 GB → 0.1 GBsMulti Qa Mpnet Base Dot v1Open+13%—$0.005Memory (4-bit): 0 GB → 0.1 GBModelScoreCostPriceWhat changes
VSearchMap PreviewunstatedOpen+65%——Memory (4-bit): 0 GB → 0.3 GBcF2LLM v2 8BunstatedOpen+46%——Memory (4-bit): 0 GB → 4.5 GBIBOOM 4B v1unstatedOpen+41%——Languages: not verified+1iE5 LargeunstatedOpen+37%——Memory (4-bit): 0 GB → 0.2 GBhBekko Embedding v1 A25munstatedOpen+36%——Languages: not verified+1ModelScoreCostPriceWhat changes
Bge Base En v1.5unstatedOpen+25%—$0.005Memory (4-bit): 0 GB → 0.1 GBBge Large EnunstatedOpen+20%——Memory (4-bit): 0 GB → 0.2 GBBge M3unstatedOpen+20%—$0.01Languages: not verified+1Bge Base EnunstatedOpen+17%——Memory (4-bit): 0 GB → 0.1 GBBge Large En v1.5unstatedOpen+5%—$0.01Memory (4-bit): 0 GB → 0.2 GBBge Small En v1.5unstatedOpen-8%—$0.02Bge 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#81
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 E5 Large v2?›
On ChemTEB · Clustering · English, Bge Small En scores 37.3 vs 38.2 — about the same.
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?›
All Mpnet Base v2 (better), SearchMap Preview (open weights).