Serafim 900M Portuguese Pt Sentence Encoder measured on 7 of 194 Embeddings benchmarks7
BenchmarkByScoreRank
No benchmark matches
self-host onlyprice
13.5MTEB Portuguese v1
Jul 2024released
1,536Dimensions
0K tokensMax input
ptLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+5%—$0.002Languages: not verifiediOpenE5 Mistral 7B Instructunstated+8%—$0.022Memory (4-bit): 0.5 GB → 4.3 GBiBetterMultilingual E5 Large InstructunstatedOpen+6%—$0.01
BetterQwen 3 Embedding 0.6BunstatedOpen+6%—$0.01Languages: not verifiediBetterMultilingual E5 LargeunstatedOpen+4%—$0.01ModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+5%—$0.002Languages: not verifiediMultilingual E5 Large InstructunstatedOpen+6%—$0.01Qwen 3 Embedding 0.6BunstatedOpen+6%—$0.01Languages: not verifiediMultilingual E5 LargeunstatedOpen+4%—$0.01iE5 Mistral 7B InstructunstatedOpen+8%—$0.022Memory (4-bit): 0.5 GB → 4.3 GBModelScoreCostPriceWhat changes
iE5 Mistral 7B InstructunstatedOpen+8%—$0.022Memory (4-bit): 0.5 GB → 4.3 GBSSFR Embedding 2 RunstatedOpen+7%——Memory (4-bit): 0.5 GB → 4.3 GB
Snowflake Arctic Embed L v2.0unstatedOpen+6%——iMultilingual E5 Large InstructunstatedOpen+6%—$0.01Qwen 3 Embedding 0.6BunstatedOpen+6%—$0.01Languages: not verifiedRun 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?›
#192 of 193 in Embeddings.
Is Serafim 900M Portuguese Pt Sentence Encoder better than LaBSE?›
On MTEB Portuguese v1 · Reranking · Portuguese, Serafim 900M Portuguese Pt Sentence Encoder scores 81 vs 81.1 — 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), E5 Mistral 7B Instruct (open weights).