V

Voyage Large 2 Instruct

May 2024
VVoyage Large 2 Instruct
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$0.12per 1M tokens
91.3MTEB English v2
May 2024released
16K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Multilingual E5 Large Instruct80.42F2LLM v2 14B80.33F2LLM v2 8B79.84Solon Embeddings Large 0.1795F2LLM v2 4B78.1
···
59Paraphrase Multilingual MiniLM L12 v215.360Voyage Large 2 Instruct13.861Sgpt Bloom 7b1 Msmarco12.7

Alternatives?

ModelScoreCostPriceWhat changes
iCheaperMultilingual E5 Large InstructunstatedOpen×5.8-92%$0.01Max input: 16K tokens → 1K tokensiCheaperMultilingual E5 LargeunstatedOpen×5.6-92%$0.01Max input: 16K tokens → 1K tokensCheaperJina Embeddings v3unstatedOpen×5.1-58%$0.05Max input: 16K tokens → 8K tokensVCheaperVoyage 3unstated×5-50%$0.06VCheaperVoyage 3 Liteunstated×4.4-83%$0.02

Benchmarks

in Embeddings & Retrieval
BRIGHT · Mean over tasks · English17.6#9
BRIGHT · Mean over task types · English17.6#9
BRIGHT · Retrieval · English17.6#9
JMTEB v2 · Clustering · Japanese50.5#31
MTEB German v1 · Classification · German70.5#23
MTEB German v1 · Pair Classification · German55.6#16
MTEB Europe v1 · STS · multilingual (8 languages)74#18
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)78.2#84
MTEB Europe v1 · Pair Classification · multilingual (11 languages)87#41
MTEB French v1 · Pair Classification · French64.3#37
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)13.8#60
MTEB Indic v1 · Reranking · multilingual (2 languages)73.1#92
MTEB Indic v1 · Pair Classification · Hindi59.4#99
MTEB Indic v1 · STS · multilingual (13 languages)6.9#117
MTEB Indic v1 · Clustering · multilingual (21 languages)12.4#99
MTEB Dutch v1 · Reranking · Dutch87.7#63
MTEB Polish v1 · Pair Classification · Polish81.2#43
MTEB Polish v1 · Classification · Polish61.9#26
MTEB Portuguese v1 · Multilabel Classification · Portuguese17.2#161
MTEB Medical v1 · Clustering · English39.3#55
MTEB Medical v1 · Reranking · Mandarin Chinese79.6#49
MTEB Spanish v1 · Pair Classification · Spanish64.2#65
MTEB Thai v1 · Clustering · Thai27.3#97
MTEB Thai v1 · Pair Classification · Thai60.3#98
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)59.7#18
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)59.1#19
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)43.3#22
MTEB Scandinavian v1 · Classification · multilingual (6 languages)61.7#28
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)69.2#15
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)62.3#119
MTEB Russian v1.1 · Classification · Russian63.8#31
MTEB Russian v1.1 · Clustering · Russian57.6#30
MTEB Russian v1.1 · Pair Classification · Russian56.4#73
MTEB Russian v1.1 · Multilabel Classification · Russian38.6#33
RTEB French beta · Mean over tasks · multilingual (2 languages)34.2#82
MTEB multilingual v2 · STS · multilingual (35 languages)70.1#51
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)77.8#57
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)46.8#86

FAQ

How much does Voyage Large 2 Instruct cost?›

$0.12 per 1M tokens.

Is Voyage Large 2 Instruct free to use?›

There is no free API; it costs $0.12 per 1M tokens.

How good is Voyage Large 2 Instruct, and what is it best at?›

#4 of 238 in Embeddings.

Is Voyage Large 2 Instruct better than Paraphrase Multilingual MiniLM L12 v2?›

On MTEB Indic v1 · Bitext Mining · multilingual (20 languages), Voyage Large 2 Instruct scores 13.8 vs 15.3 — lower.

When was Voyage Large 2 Instruct released? Is there a newer version?›

Released 2024-05-05. It is the current version in its line.

Is Voyage Large 2 Instruct open source?›

No, Voyage Large 2 Instruct is a closed model available through an API. The closest open-weights option here is Multilingual E5 Large Instruct.

What is Voyage Large 2 Instruct?›

Voyage Large 2 Instruct is a closed embeddings & retrieval model from Voyage AI (MongoDB), released May 2024.

What are the best alternatives to Voyage Large 2 Instruct?›

Multilingual E5 Large Instruct (cheaper).