MiniCPM Embedding measured on 4 of 261 Embeddings benchmarks4
BenchmarkByScoreRank
Retrieval1
Other3
No benchmark matches
self-host onlyprice
58.6BEIR
Sep 2024released
2,304Dimensions
1K tokensMax input
en, zhLanguages
Alternatives?
ModelScoreCostPriceWhat changes
IBetterYuan Embedding 2.0 ZhOpen+7%——Languages: loses enKBetterQZhou Embedding ZhOpen+5%——Languages: not verified+1
BetterYoutu EmbeddingOpen+4%——Languages: loses en
BetterSeed1.5 Embeddingunstated+3%——Languages: not verifiedKBetterQZhou EmbeddingunstatedOpen+3%——Memory (4-bit): 1.6 GB → 4.2 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
IYuan Embedding 2.0 ZhOpen+7%——Languages: loses enKQZhou Embedding ZhOpen+5%——Languages: not verified+1Youtu EmbeddingOpen+4%——Languages: loses enSeed1.5 Embeddingunstated+3%——Languages: not verifiedKQZhou EmbeddingunstatedOpen+3%——Memory (4-bit): 1.6 GB → 4.2 GBRun 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
Licencenot verified
Benchmarks
in Embeddings & RetrievalBEIR · Retrieval · English58.6#19
FAQ
How much does MiniCPM Embedding cost?›
There is no per-unit API price: self-host only.
Is MiniCPM Embedding free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is MiniCPM Embedding, and what is it best at?›
#19 of 194 in Embeddings.
Is MiniCPM Embedding better than Ritrieve Zh v1?›
On MTEB Mandarin Chinese v1 · Retrieval · Mandarin Chinese, MiniCPM Embedding scores 76.8 vs 77 — about the same.
When was MiniCPM Embedding released? Is there a newer version?›
Released 2024-09-04. It is the current version in its line.
Is MiniCPM Embedding open source?›
Yes, the weights are open.
Can I run MiniCPM Embedding locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is MiniCPM Embedding?›
MiniCPM Embedding is an open-weights embeddings & retrieval model from OpenBMB, released Sep 2024.
What are the best alternatives to MiniCPM Embedding?›
Yuan Embedding 2.0 Zh (better).