Octen Embedding 4B measured on 14 of 261 Embeddings benchmarks14
BenchmarkByScoreRank
Reranking9
Other5
No benchmark matches
self-host onlyprice
64.6RTEB French beta
Dec 2025released
2,560Dimensions
41K tokensMax input
en, zhLanguages
Alternatives?
ModelScoreCostPriceWhat changes
cBetterF2LLM v2 8BunstatedOpen+9%——Memory (4-bit): 2.4 GB → 4.5 GBcBetterF2LLM v2 14BunstatedOpen+8%——Memory (4-bit): 2.4 GB → 8.4 GBOOpenOcten Embedding 8B+4%——Memory (4-bit): 2.4 GB → 4.5 GB
OpenLlama Embed Nemotron 8B+4%——Languages: not verified+1
OpenQwen 3 Embedding 8Bunstated+4%—$0.01Max input: 41K tokens → 33K tokens+2ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+9%——Memory (4-bit): 2.4 GB → 4.5 GBcF2LLM v2 14BunstatedOpen+8%——Memory (4-bit): 2.4 GB → 8.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+9%——Memory (4-bit): 2.4 GB → 4.5 GBOOcten Embedding 8BOpen+4%——Memory (4-bit): 2.4 GB → 4.5 GBLlama Embed Nemotron 8BOpen+4%——Languages: not verified+1Qwen 3 Embedding 8BunstatedOpen+4%—$0.01Max input: 41K tokens → 33K tokens+2SSFR Embedding 2 RunstatedOpen+4%——Max input: 41K tokens → 4K tokens+2ModelScoreCostPriceWhat changes
OOcten Embedding 8BOpen+4%——Memory (4-bit): 2.4 GB → 4.5 GBOOcten Embedding 0.6BOpen-9%——Max input: 41K tokens → 33K tokensOOcten VL Embeddingn/a——Max input: 41K tokens → 32K tokens+1OOcten VL Embedding Largen/a——Max input: 41K tokens → 32K tokens+1OOcten Embedding 4B INT8Openn/a——OOcten Embedding 8B INT8Openn/a——Memory (4-bit): 2.4 GB → 4.5 GBAll Octen models →Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 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
Benchmarks
in Embeddings & RetrievalMTEB Dutch v1 · STS · Dutch84.8#10
FAQ
How much does Octen Embedding 4B cost?›
There is no per-unit API price: self-host only.
Is Octen Embedding 4B free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Octen Embedding 4B, and what is it best at?›
#3 of 212 in Embeddings.
Is Octen Embedding 4B better than BOOM 4B v1?›
On MTEB Dutch v1 · Multilabel Classification · Dutch, Octen Embedding 4B scores 39.7 vs 40 — about the same.
When was Octen Embedding 4B released? Is there a newer version?›
Released 2025-12-30. It is the current version in its line.
Is Octen Embedding 4B open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Octen Embedding 4B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Octen Embedding 4B?›
Octen Embedding 4B is an open-weights embeddings & retrieval model from Octen, released Dec 2025.
What are the best alternatives to Octen Embedding 4B?›
F2LLM v2 8B (better).