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
cBetterF2LLM v2 14BunstatedOpen+18%——Memory (4-bit): 0.1 GB → 8.4 GBcOpenF2LLM v2 8Bunstated+17%——Memory (4-bit): 0.1 GB → 4.5 GBcBetterF2LLM v2 4BunstatedOpen+16%——Memory (4-bit): 0.1 GB → 2.4 GBcBetterF2LLM v2 1.7BunstatedOpen+14%——Memory (4-bit): 0.1 GB → 1 GBcBetterF2LLM v2 0.6BunstatedOpen+10%——Memory (4-bit): 0.1 GB → 0.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
cF2LLM v2 14BunstatedOpen+18%——Memory (4-bit): 0.1 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+17%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+16%——Memory (4-bit): 0.1 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+14%——Memory (4-bit): 0.1 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+10%——Memory (4-bit): 0.1 GB → 0.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+17%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+16%——Memory (4-bit): 0.1 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+14%——Memory (4-bit): 0.1 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+10%——Memory (4-bit): 0.1 GB → 0.4 GB
Harrier OSS v1 0.6BunstatedOpen+8%——Memory (4-bit): 0.1 GB → 0.4 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
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 F2LLM v2 160M?›
On JMTEB v2 · Mean over task types · Japanese, Ruri Base scores 67.1 vs 67.4 — 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?›
F2LLM v2 14B (better), F2LLM v2 8B (open weights).