KoE5 measured on 13 of 261 Embeddings benchmarks13
BenchmarkByScoreRank
Reranking10
Other3
No benchmark matches
price not verifiedprice
40.4MTEB Thai v1
Sep 2024released
1,024Dimensions
1K tokensMax input
en, koLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+10%—$0.01Languages: not verified+1BetterQwen 3 Embedding 4BunstatedOpen+9%—$0.02Languages: not verified+1cBetterF2LLM v2 14BunstatedOpen+9%——Memory (4-bit): 0.3 GB → 8.4 GBcBetterF2LLM v2 8BunstatedOpen+9%——Memory (4-bit): 0.3 GB → 4.5 GBcBetterF2LLM v2 4BunstatedOpen+6%——Memory (4-bit): 0.3 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+10%—$0.01Languages: not verified+1Qwen 3 Embedding 4BunstatedOpen+9%—$0.02Languages: not verified+1cF2LLM v2 14BunstatedOpen+9%——Memory (4-bit): 0.3 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+9%——Memory (4-bit): 0.3 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+6%——Memory (4-bit): 0.3 GB → 2.4 GBModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+10%—$0.01Languages: not verified+1Qwen 3 Embedding 4BunstatedOpen+9%—$0.02Languages: not verified+1cF2LLM v2 8BunstatedOpen+9%——Memory (4-bit): 0.3 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+6%——Memory (4-bit): 0.3 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+6%——Memory (4-bit): 0.3 GB → 1 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
LicenceMITfree for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does KoE5 cost?›
There is no per-unit API price: price not verified.
How good is KoE5, and what is it best at?›
#69 of 191 in Embeddings.
Is KoE5 better than BGE M3 Ko?›
On MTEB Korean v2 · Mean over tasks · multilingual (2 languages), KoE5 scores 70.4 vs 70.9 — about the same.
When was KoE5 released? Is there a newer version?›
Released 2024-09-24. It is the current version in its line.
Is KoE5 open source?›
Yes, the weights are open (MIT licence).
Can I run KoE5 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is KoE5?›
KoE5 is an open-weights embeddings & retrieval model from nlpai-lab, released Sep 2024.
What are the best alternatives to KoE5?›
Qwen 3 Embedding 8B (better).