LENS D8000 measured on 6 of 261 Embeddings benchmarks6
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
88MTEB English v2
Jan 2025released
4,096Dimensions
33K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+6%—$0.01Memory (4-bit): 4.3 GB → 4.5 GBIOpenYuan Embedding 2.0 Enunstated+10%——BetterQwen 3 Embedding 4BunstatedOpen+4%—$0.02KBetterQZhou EmbeddingunstatedOpen+7%——jBetterIngot 8B R3unstated+5%——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+6%—$0.01Memory (4-bit): 4.3 GB → 4.5 GBQwen 3 Embedding 4BunstatedOpen+4%—$0.02IYuan Embedding 2.0 EnunstatedOpen+10%——KQZhou EmbeddingunstatedOpen+7%——jIngot 8B R3unstated+5%——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 & RetrievalFAQ
How much does LENS D8000 cost?›
There is no per-unit API price: self-host only.
Is LENS D8000 free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is LENS D8000, and what is it best at?›
#20 of 238 in Embeddings.
Is LENS D8000 better than LENS D4000?›
On MTEB English v2 · Reranking · English, LENS D8000 scores 48.6 vs 48.7 — about the same.
When was LENS D8000 released? Is there a newer version?›
Released 2025-01-17. It is the current version in its line.
Is LENS D8000 open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run LENS D8000 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is LENS D8000?›
LENS D8000 is an open-weights embeddings & retrieval model from yibinlei, released Jan 2025.
What are the best alternatives to LENS D8000?›
Qwen 3 Embedding 8B (better), Yuan Embedding 2.0 En (open weights).