Bge En Icl
Jul 2024
Bge En IclCompare inon
Bge En Icl measured on 6 of 261 Embeddings benchmarks6
BenchmarkByScoreRank
No benchmark matches
Alternatives?
ModelScoreCostPriceWhat changes
CheaperEmbeddingGemma 300MunstatedOpensame-80%$0.002Max input: 33K tokens → 2K tokensVBetterVoyage Large 2 Instructunstated+4%+1,100%$0.12Max input: 33K tokens → 16K tokensKOpenQZhou Embeddingunstated+5%——CheaperBge Base En v1.5unstatedOpen-2%-50%$0.005Max input: 33K tokens → 1K tokensiCheaperE5 Base v2unstatedOpen-3%-50%$0.005Max input: 33K tokens → 1K tokensModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpensame-80%$0.002Max input: 33K tokens → 2K tokensBge Base En v1.5unstatedOpen-2%-50%$0.005Max input: 33K tokens → 1K tokensiE5 Base v2unstatedOpen-3%-50%$0.005Max input: 33K tokens → 1K tokenstGte BaseunstatedOpen-4%-50%$0.005Max input: 33K tokens → 1K tokenssAll Mpnet Base v2unstatedOpen-6%-50%$0.005Max input: 33K tokens → 0K tokensModelScoreCostPriceWhat changes
VVoyage Large 2 Instructunstated+4%+1,100%$0.12Max input: 33K tokens → 16K tokensjIngot 8B R3unstated+6%——TConan Embedding v2unstated+6%——KQZhou EmbeddingunstatedOpen+5%——ModelScoreCostPriceWhat changes
KQZhou EmbeddingunstatedOpen+5%——iJasper Token Compression 600MunstatedOpen+2%——KNano Em1 0.6B v2.1unstatedOpen+2%——Max input: 33K tokens → 8K tokens
NV Embed v2unstatedOpensame——Memory (4-bit): 4.3 GB → 4.7 GBaLGAI Embedding PreviewunstatedOpensame——ModelScoreCostPriceWhat changes
Bge Large En v1.5unstatedOpen-1%same$0.01Max input: 33K tokens → 1K tokensBge Base En v1.5unstatedOpen-2%-50%$0.005Max input: 33K tokens → 1K tokensBge Large EnunstatedOpen-2%——Max input: 33K tokens → 1K tokensBge Base EnunstatedOpen-2%——Max input: 33K tokens → 1K tokensBge Multilingual Gemma2unstatedOpen-2%+1,022%$0.11Max input: 33K tokens → 8K tokens+1Bge Small En v1.5unstatedOpen-4%+100%$0.02Max input: 33K tokens → 1K tokensBge Small EnunstatedOpen-5%——Max input: 33K tokens → 1K tokensBge M3unstatedOpenn/a—$0.01Max input: 33K tokens → 8K tokensAll BAAI models →Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 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 & RetrievalFAQ
How much does Bge En Icl cost?›
$0.01 per 1M tokens.
Is Bge En Icl free to use?›
There is no free API; the cheapest paid price is $0.01 per 1M input tokens. The weights are open, so you can run it yourself.
How good is Bge En Icl, and what is it best at?›
#14 of 238 in Embeddings.
Is Bge En Icl better than Zeta Alpha E5 Mistral?›
On MTEB English v2 · Pair Classification · English, Bge En Icl scores 88.2 vs 88.3 — about the same.
How can I use Bge En Icl?›
Through the BAAI API.
When was Bge En Icl released? Is there a newer version?›
Released 2024-07-25. It is the current version in its line.
Is Bge En Icl open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Bge En Icl locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Bge En Icl?›
Bge En Icl is an open-weights embeddings & retrieval model from BAAI, released Jul 2024.
What are the best alternatives to Bge En Icl?›
EmbeddingGemma 300M (cheaper), Voyage Large 2 Instruct (better), QZhou Embedding (open weights).