Bge Multilingual Gemma2
Jul 2024
Bge Multilingual Gemma2Compare inon
Bge Multilingual Gemma2 measured on 34 of 261 Embeddings benchmarks34
BenchmarkByScoreRank
Retrieval5
Reranking11
Other18
No benchmark matches
Alternatives?
ModelScoreCostPriceWhat changes
CheaperQwen 3 Embedding 8BunstatedOpensame-91%$0.01IBetterYuan Embedding 2.0 ZhOpen+10%——Max input: 8K tokens → 1K tokensCheaperQwen 3 Embedding 4BunstatedOpensame-82%$0.02CheaperQwen 3 Embedding 0.6BunstatedOpen-5%-91%$0.01VCheaperVoyage 3unstated-5%-47%$0.06ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpensame-91%$0.01Qwen 3 Embedding 4BunstatedOpensame-82%$0.02Qwen 3 Embedding 0.6BunstatedOpen-5%-91%$0.01VVoyage 3unstated-5%-47%$0.06Bge M3unstatedOpen-7%-91%$0.01ModelScoreCostPriceWhat changes
IYuan Embedding 2.0 ZhOpen+10%——Max input: 8K tokens → 1K tokensKQZhou EmbeddingunstatedOpen+9%——
Youtu EmbeddingOpen+8%——Max input: 8K tokens → 1K tokensKQZhou Embedding ZhOpen+8%——rRitrieve Zh v1Open+6%——Max input: 8K tokens → 1K tokensModelScoreCostPriceWhat changes
IYuan Embedding 2.0 ZhOpen+10%——Max input: 8K tokens → 1K tokensKQZhou EmbeddingunstatedOpen+9%——Youtu EmbeddingOpen+8%——Max input: 8K tokens → 1K tokensKQZhou Embedding ZhOpen+8%——rRitrieve Zh v1Open+6%——Max input: 8K tokens → 1K tokensModelScoreCostPriceWhat changes
Bge M3unstatedOpen-7%-91%$0.01Bge Base En v1.5unstatedOpen-74%-96%$0.005Max input: 8K tokens → 1K tokensBge Small En v1.5unstatedOpen-76%-82%$0.02Max input: 8K tokens → 1K tokensBge Large En v1.5unstatedOpen-77%-91%$0.01Max input: 8K tokens → 1K tokensBge En IclunstatedOpenn/a—$0.01Bge M3 UnsupervisedOpenn/a——Bge Large Zh v1.5Openn/a——Max input: 8K tokens → 1K tokensBge Small Zh v1.5Openn/a——Max input: 8K tokens → 1K tokensAll BAAI models →Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · compressed✓ 16 GB · 8-bit✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
Licencehttps://ai.google.dev/gemma/termscommercial use with conditions
Benchmarks
in Embeddings & RetrievalBEIR · Retrieval · English59.2#15
FAQ
How much does Bge Multilingual Gemma2 cost?›
$0.11 per 1M tokens.
Is Bge Multilingual Gemma2 free to use?›
There is no free API; it costs $0.11 per 1M tokens. The weights are open, so you can run it yourself.
How good is Bge Multilingual Gemma2, and what is it best at?›
#60 of 238 in Embeddings.
Is Bge Multilingual Gemma2 better than KaLM Embedding Multilingual Mini Instruct v2.5?›
On MTEB Medical v1 · Reranking · Mandarin Chinese, Bge Multilingual Gemma2 scores 85.6 vs 85.8 — about the same.
When was Bge Multilingual Gemma2 released? Is there a newer version?›
Released 2024-07-25. It is the current version in its line.
Is Bge Multilingual Gemma2 open source?›
Yes, the weights are open (https://ai.google.dev/gemma/terms licence).
Can I run Bge Multilingual Gemma2 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Bge Multilingual Gemma2?›
Bge Multilingual Gemma2 is an open-weights embeddings & retrieval model from BAAI, released Jul 2024.
What are the best alternatives to Bge Multilingual Gemma2?›
Qwen 3 Embedding 8B (cheaper), Yuan Embedding 2.0 Zh (better).