Ruri Base measured on 7 of 261 Embeddings benchmarks7
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
83.3JMTEB v2
Aug 2024released
768Dimensions
1K tokensMax input
jaLanguages
Alternatives?
ModelScoreCostPriceWhat changes
iBetterMultilingual E5 Large InstructunstatedOpen+6%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBcOpenF2LLM v2 8Bunstated+39%——Memory (4-bit): 0.1 GB → 4.5 GBiBetterE5 Mistral 7B InstructunstatedOpen+11%—$0.022Memory (4-bit): 0.1 GB → 4.3 GBcBetterF2LLM v2 14BunstatedOpen+41%——Memory (4-bit): 0.1 GB → 8.4 GBcBetterF2LLM v2 4BunstatedOpen+38%——Memory (4-bit): 0.1 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
iMultilingual E5 Large InstructunstatedOpen+6%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBiE5 Mistral 7B InstructunstatedOpen+11%—$0.022Memory (4-bit): 0.1 GB → 4.3 GBcF2LLM v2 14BunstatedOpen+41%——Memory (4-bit): 0.1 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+39%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+38%——Memory (4-bit): 0.1 GB → 2.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+39%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+38%——Memory (4-bit): 0.1 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+36%——Memory (4-bit): 0.1 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+33%——Memory (4-bit): 0.1 GB → 0.4 GBcF2LLM v2 330MunstatedOpen+28%——Memory (4-bit): 0.1 GB → 0.2 GBModelScoreCostPriceWhat changes
cRuri v3 310MOpen+2%——Memory (4-bit): 0.1 GB → 0.2 GBcRuri v3 130MOpensame——cRuri Base v2Opensame——cRuri v3 70MOpensame——cRuri v3 30MOpen-3%——cRuri LargeOpen-5%——Memory (4-bit): 0.1 GB → 0.2 GBcRuri Large v2Open-7%——Memory (4-bit): 0.1 GB → 0.2 GBAll cl-nagoya 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
LicenceApache-2.0free for commercial use
History
2 versionsBenchmarks
in Embeddings & RetrievalJMTEB v2 · STS · Japanese83.3#16
FAQ
How much does Ruri Base cost?›
There is no per-unit API price: self-host only.
Is Ruri Base free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Ruri Base, and what is it best at?›
#16 of 164 in Embeddings.
Is Ruri Base better than Cohere Embed Multilingual v3.0?›
On JMTEB v2 · Clustering · Japanese, Ruri Base scores 51.2 vs 51.2 — about the same.
When was Ruri Base released? Is there a newer version?›
Released 2024-08-28. It is the current version in its line.
Is Ruri Base open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Ruri Base locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Ruri Base?›
Ruri Base is an open-weights embeddings & retrieval model from cl-nagoya, released Aug 2024.
What are the best alternatives to Ruri Base?›
Multilingual E5 Large Instruct (better), F2LLM v2 8B (open weights).