Piccolo Base Zh measured on 9 of 261 Embeddings benchmarks9
BenchmarkByScoreRank
Retrieval5
Reranking1
Other3
No benchmark matches
self-host onlyprice
86.2MTEB Medical v1
Sep 2023released
768Dimensions
1K tokensMax input
Alternatives?
ModelScoreCostPriceWhat changes
IBetterYuan Embedding 2.0 ZhOpen+14%——Memory (4-bit): 0.1 GB → 0.2 GB
BetterYoutu EmbeddingOpen+13%——Memory (4-bit): 0.1 GB → 1.6 GBKBetterQZhou EmbeddingunstatedOpen+12%——Memory (4-bit): 0.1 GB → 4.2 GBTBetterConan Embedding v2unstated+12%——rBetterRitrieve Zh v1Open+9%——Memory (4-bit): 0.1 GB → 0.2 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
IYuan Embedding 2.0 ZhOpen+14%——Memory (4-bit): 0.1 GB → 0.2 GBYoutu EmbeddingOpen+13%——Memory (4-bit): 0.1 GB → 1.6 GBKQZhou EmbeddingunstatedOpen+12%——Memory (4-bit): 0.1 GB → 4.2 GBTConan Embedding v2unstated+12%——rRitrieve Zh v1Open+9%——Memory (4-bit): 0.1 GB → 0.2 GBModelScoreCostPriceWhat changes
IYuan Embedding 2.0 ZhOpen+14%——Memory (4-bit): 0.1 GB → 0.2 GBYoutu EmbeddingOpen+13%——Memory (4-bit): 0.1 GB → 1.6 GBKQZhou EmbeddingunstatedOpen+12%——Memory (4-bit): 0.1 GB → 4.2 GBrRitrieve Zh v1Open+9%——Memory (4-bit): 0.1 GB → 0.2 GBTConan Embedding v1Open+9%——Memory (4-bit): 0.1 GB → 0.2 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 Piccolo Base Zh cost?›
There is no per-unit API price: self-host only.
Is Piccolo Base Zh free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Piccolo Base Zh, and what is it best at?›
#28 of 199 in Embeddings.
Is Piccolo Base Zh better than Querit 4B?›
On MTEB Mandarin Chinese v1 · Reranking · Mandarin Chinese, Piccolo Base Zh scores 66.7 vs 66.7 — about the same.
When was Piccolo Base Zh released? Is there a newer version?›
Released 2023-09-04. It is the current version in its line.
Is Piccolo Base Zh open source?›
Yes, the weights are open (MIT licence).
Can I run Piccolo Base Zh locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Piccolo Base Zh?›
Piccolo Base Zh is an open-weights embeddings & retrieval model from sensenova, released Sep 2023.
What are the best alternatives to Piccolo Base Zh?›
Yuan Embedding 2.0 Zh (better).