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Serafim 900M Portuguese Pt Sentence Encoder

Jul 2024
PSerafim 900M Portuguese Pt Sentence Encoder
Compare in
on
self-host onlyprice
13.5MTEB Portuguese v1
Jul 2024released
1,536Dimensions
0K tokensMax input
ptLanguages

Ranking?

Full ranking →
1E5 Large Matryoshka Sts Pt882Serafim 900M Portuguese Pt Sentence Encoder86.73Legal BERTimbau Sts Large Ma v386.54BERTimbau Large Matryoshka Sts Pt86.15Qwen 3 Embedding 8B86

Run it yourself

estimate
Fits 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 & Retrieval
MTEB Portuguese v1 · Mean over tasks · Portuguese66.1#13
MTEB Portuguese v1 · Mean over task types · Portuguese59.4#13
MTEB Portuguese v1 · Reranking · Portuguese81#23
MTEB Portuguese v1 · Classification · Portuguese61#21
MTEB Portuguese v1 · STS · Portuguese86.7#2
MTEB Portuguese v1 · Multilabel Classification · Portuguese13.5#196
MTEB Portuguese v1 · Retrieval · Portuguese54.9#15

FAQ

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?›

#192 of 193 in Embeddings.

Is Serafim 900M Portuguese Pt Sentence Encoder better than E5 Large Matryoshka Sts Pt?›

On MTEB Portuguese v1 · STS · Portuguese, Serafim 900M Portuguese Pt Sentence Encoder scores 86.7 vs 88 — lower.

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?›

E5 Large Matryoshka Sts Pt (open weights).