Serafim 900M Portuguese Pt Sentence Encoder measured on 7 of 261 Embeddings benchmarks7
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
13.5MTEB Portuguese v1
Jul 2024released
1,536Dimensions
0K tokensMax input
ptLanguages
Ranking?
Full ranking →···
193Sentence Croissant Alpha v0.413.7194Serafim 900M Portuguese Pt Sentence Encoder13.5195Sentence Croissant Alpha v0.213.3Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+60%—$0.002Languages: not verifiedaOpenGiga Embeddings Instruct 3B 0826unstated×2.5——Memory (4-bit): 0.5 GB → 1.9 GBsBetterAll MiniLM L6 v2unstatedOpen+58%—$0.005sBetterAll MiniLM L12 v2unstatedOpen+43%—$0.005
BetterBge Base En v1.5unstatedOpen+39%—$0.005ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+60%—$0.002Languages: not verifiedsAll MiniLM L6 v2unstatedOpen+58%—$0.005sAll MiniLM L12 v2unstatedOpen+43%—$0.005Bge Base En v1.5unstatedOpen+39%—$0.005iE5 Base v2unstatedOpen+38%—$0.005ModelScoreCostPriceWhat changes
aGiga Embeddings Instruct 3B 0826unstatedOpen×2.5——Memory (4-bit): 0.5 GB → 1.9 GBaGiga Embeddings Instruct 10B A1.8B 0826unstatedOpen×2.5——Memory (4-bit): 0.5 GB → 6.3 GB
KaLM Embedding Gemma3 12B 2511Open×2.3——Languages: not verified+1BBidirLM 1.7B EmbeddingOpen×2.2——Memory (4-bit): 0.5 GB → 1 GB
Llama Embed Nemotron 8BOpen×2.2——Languages: not verified+1Run 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 Serafim 900M Portuguese Pt Sentence Encoder cost?›
There is no per-unit API price: self-host only.
Is Serafim 900M Portuguese Pt Sentence Encoder free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Serafim 900M Portuguese Pt Sentence Encoder, and what is it best at?›
#190 of 191 in Embeddings.
Is Serafim 900M Portuguese Pt Sentence Encoder better than Sentence Croissant Alpha v0.4?›
On MTEB Portuguese v1 · Multilabel Classification · Portuguese, Serafim 900M Portuguese Pt Sentence Encoder scores 13.5 vs 13.7 — about the same.
When was Serafim 900M Portuguese Pt Sentence Encoder released? Is there a newer version?›
Released 2024-07-04. It is the current version in its line.
Is Serafim 900M Portuguese Pt Sentence Encoder open source?›
Yes, the weights are open (MIT licence).
Can I run Serafim 900M Portuguese Pt Sentence Encoder locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Serafim 900M Portuguese Pt Sentence Encoder?›
Serafim 900M Portuguese Pt Sentence Encoder is an open-weights embeddings & retrieval model from PORTULAN, released Jul 2024.
What are the best alternatives to Serafim 900M Portuguese Pt Sentence Encoder?›
EmbeddingGemma 300M (better), Giga Embeddings Instruct 3B 0826 (open weights).