Dmeta Embedding Zh Small measured on 9 of 261 Embeddings benchmarks9
BenchmarkByScoreRank
Retrieval5
Reranking1
Other3
No benchmark matches
self-host onlyprice
87.4MTEB Medical v1
Mar 2024released
768Dimensions
1K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+3%—$0.01Memory (4-bit): 0 GB → 4.5 GBKOpenQZhou Embedding Zh+17%——Memory (4-bit): 0 GB → 4.5 GBKBetterQZhou EmbeddingunstatedOpen+16%——Memory (4-bit): 0 GB → 4.2 GBTBetterConan Embedding v2unstated+13%——
BetterSeed1.5 Embeddingunstated+9%——ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
Qwen 3 Embedding 8BunstatedOpen+3%—$0.01Memory (4-bit): 0 GB → 4.5 GBKQZhou Embedding ZhOpen+17%——Memory (4-bit): 0 GB → 4.5 GBKQZhou EmbeddingunstatedOpen+16%——Memory (4-bit): 0 GB → 4.2 GBTConan Embedding v2unstated+13%——Seed1.5 Embeddingunstated+9%——ModelScoreCostPriceWhat changes
KQZhou Embedding ZhOpen+17%——Memory (4-bit): 0 GB → 4.5 GBKQZhou EmbeddingunstatedOpen+16%——Memory (4-bit): 0 GB → 4.2 GB
Youtu EmbeddingOpen+5%——Memory (4-bit): 0 GB → 1.6 GBqZhinao ChineseModernBert EmbeddingOpen+5%——Memory (4-bit): 0 GB → 0.1 GBrRitrieve Zh v1Open+5%——Memory (4-bit): 0 GB → 0.2 GBModelScoreCostPriceWhat changes
DSbert Chinese General v1Open-9%——Max input: 1K tokens → 0K tokens+1All DMetaSoul models →Run 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
Benchmarks
in Embeddings & RetrievalFAQ
How much does Dmeta Embedding Zh Small cost?›
There is no per-unit API price: self-host only.
Is Dmeta Embedding Zh Small free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Dmeta Embedding Zh Small, and what is it best at?›
#22 of 199 in Embeddings.
Is Dmeta Embedding Zh Small better than Yuan Embedding 2.0 Zh?›
On MTEB Mandarin Chinese v1 · Pair Classification · Mandarin Chinese, Dmeta Embedding Zh Small scores 81.9 vs 82.3 — about the same.
When was Dmeta Embedding Zh Small released? Is there a newer version?›
Released 2024-03-25. It is the current version in its line.
Is Dmeta Embedding Zh Small open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Dmeta Embedding Zh Small locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Dmeta Embedding Zh Small?›
Dmeta Embedding Zh Small is an open-weights embeddings & retrieval model from DMetaSoul, released Mar 2024.
What are the best alternatives to Dmeta Embedding Zh Small?›
Qwen 3 Embedding 8B (better), QZhou Embedding Zh (open weights).