Bge Large En

Aug 2023
Bge Large En
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price not verifiedprice
86.1MTEB English v2
Aug 2023released
1,024Dimensions
1K tokensMax input
enLanguages

Rankingconfiguration unstated?

Full ranking →
1Ingot 8B R393.82Conan Embedding v293.53QZhou Embedding92.44Voyage Large 2 Instruct91.35Jasper Token Compression 600M90.2
···
54F2LLM v2 8B86.155Bge Large En86.156Voyage 3 M Exp86.1

Alternatives?

ModelScoreCostPriceWhat changes
BetterBge En IclunstatedOpen+2%—$0.01Languages: not verified+1KOpenQZhou Embeddingunstated+7%——Memory (4-bit): 0.2 GB → 4.2 GBiBetterE5 Mistral 7B InstructunstatedOpen+3%—$0.022Memory (4-bit): 0.2 GB → 4.3 GBVBetterVoyage Large 2 Instructunstated+6%—$0.12Languages: not verifiedjBetterIngot 8B R3unstated+9%——Languages: not verified

Run it yourself

estimate
Fits 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 versions
8686.286.486.686.88787.2Release dateMTEB English · Pair ClassificationBge Large Env1.5
8686.286.486.686.88787.2Release dateMTEB English · Pair ClassificationBge Large Env1.5

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English53.9#59
BEIR · Mean over task types · English53.9#59
BEIR · Retrieval · English53.9#59
ChemTEB · Mean over tasks · multilingual (13 languages)68.7#34
ChemTEB · Mean over task types · multilingual (13 languages)46.4#41
ChemTEB · Classification · English81.6#24
ChemTEB · Retrieval · English49.6#46
ChemTEB · Pair Classification · multilingual (13 languages)55.9#26
ChemTEB · Clustering · English44.9#22
ChemTEB · Bitext Mining · English0.1#36
MTEB Europe v1 · Instruction Reranking · English-2.4#139
FollowIR · Mean over tasks · English-2.4#139
FollowIR · Mean over task types · English-2.4#139
FollowIR · Instruction Reranking · English-2.4#139
RTEB Finnish beta · Mean over tasks · English57.1#49
RTEB French beta · Mean over tasks · multilingual (2 languages)27.9#99
RTEB German beta · Mean over tasks · German18.8#127
RTEB Health beta · Mean over tasks · multilingual (4 languages)45.8#57
RTEB Law beta · Mean over tasks · multilingual (4 languages)32#128
MTEB multilingual v2 · Instruction Reranking · English-2.4#139

FAQ

How much does Bge Large En cost?›

There is no per-unit API price: price not verified.

How good is Bge Large En, and what is it best at?›

#53 of 238 in Embeddings.

Is Bge Large En better than F2LLM v2 8B?›

On MTEB English v2 · Pair Classification · English, Bge Large En scores 86.1 vs 86.1 — about the same.

When was Bge Large En released? Is there a newer version?›

Released 2023-08-05. It is the current version in its line.

Is Bge Large En open source?›

Yes, the weights are open (MIT licence).

Can I run Bge Large En locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is Bge Large En?›

Bge Large En is an open-weights embeddings & retrieval model from BAAI, released Aug 2023.

What are the best alternatives to Bge Large En?›

Bge En Icl (better), QZhou Embedding (open weights).