Yinka measured on 6 of 261 Embeddings benchmarks6
BenchmarkByScoreRank
Retrieval5
Reranking1
No benchmark matches
self-host onlyprice
90MTEB Medical v1
Jan 2024released
1K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
IBetterYuan Embedding 2.0 ZhOpen+5%——KBetterQZhou EmbeddingunstatedOpen+4%——Memory (4-bit): 0.2 GB → 4.2 GB
BetterYoutu EmbeddingOpen+3%——Memory (4-bit): 0.2 GB → 1.6 GBKBetterQZhou Embedding ZhOpen+3%——Memory (4-bit): 0.2 GB → 4.5 GBrOpenRitrieve Zh v1same——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
IYuan Embedding 2.0 ZhOpen+5%——KQZhou EmbeddingunstatedOpen+4%——Memory (4-bit): 0.2 GB → 4.2 GBYoutu EmbeddingOpen+3%——Memory (4-bit): 0.2 GB → 1.6 GBKQZhou Embedding ZhOpen+3%——Memory (4-bit): 0.2 GB → 4.5 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 & RetrievalFAQ
How much does Yinka cost?›
There is no per-unit API price: self-host only.
Is Yinka free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Yinka, and what is it best at?›
#9 of 199 in Embeddings.
Is Yinka better than Zpoint Large Embedding Zh?›
On MTEB Medical v1 · Reranking · Mandarin Chinese, Yinka scores 90 vs 90.1 — about the same.
When was Yinka released? Is there a newer version?›
Released 2024-01-09. It is the current version in its line.
Is Yinka open source?›
Yes, the weights are open (not specified licence).
Can I run Yinka locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Yinka?›
Yinka is an open-weights embeddings & retrieval model from Classical, released Jan 2024.
What are the best alternatives to Yinka?›
Yuan Embedding 2.0 Zh (better).