V

Voyage Multilingual 2

Jun 2024
VVoyage Multilingual 2
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$0.12per 1M tokens
78.1MTEB English v2
Jun 2024released
32K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1F2LLM v2 14B45.72F2LLM v2 8B45.53F2LLM v2 4B43.74F2LLM v2 1.7B41.75Jina Embeddings v5 Text Small41.3
···
22F2LLM v2 330M36.623Voyage Multilingual 235.624Deepset Mxbai Embed De Large v134.9

Alternatives?

ModelScoreCostPriceWhat changes
CheaperJina Embeddings v5 Text SmallunstatedOpen+16%-58%$0.05iBetterMultilingual E5 Large InstructunstatedOpen+13%-92%$0.01Max input: 32K tokens → 1K tokenscOpenF2LLM v2 14Bunstated+28%——CheaperJina Embeddings v5 Text NanounstatedOpen+15%-83%$0.02Max input: 32K tokens → 8K tokensiCheaperE5 Mistral 7B InstructunstatedOpen+15%-81%$0.022

Benchmarks

in Embeddings & Retrieval
JMTEB v2 · Clustering · Japanese47.3#55
LongEmbed · Mean over tasks · English79.2#4
LongEmbed · Mean over task types · English79.2#4
LongEmbed · Retrieval · English79.2#4
MTEB German v1 · Classification · German67.9#34
MTEB German v1 · Pair Classification · German55.1#28
MTEB German v1 · Clustering · German35.6#23
MTEB Europe v1 · STS · multilingual (8 languages)69.7#47
MTEB Europe v1 · Pair Classification · multilingual (11 languages)84.7#73
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)84.7#57
MTEB French v1 · Classification · French68.3#28
MTEB French v1 · Pair Classification · French61.8#53
MTEB French v1 · Summarization · French30#94
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)63.2#35
MTEB Indic v1 · STS · multilingual (13 languages)35#60
MTEB Indic v1 · Reranking · multilingual (2 languages)87.9#13
MTEB Indic v1 · Pair Classification · Hindi64#81
MTEB Indic v1 · Clustering · multilingual (21 languages)34.2#54
MTEB Dutch v1 · Reranking · Dutch90.6#25
MTEB Polish v1 · Classification · Polish64.6#26
MTEB Polish v1 · Pair Classification · Polish81.7#48
MTEB Portuguese v1 · Multilabel Classification · Portuguese22.1#35
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)61#20
MTEB Medical v1 · Mean over task types · multilingual (10 languages)59.6#23
MTEB Medical v1 · Retrieval · multilingual (10 languages)64.7#17
MTEB Medical v1 · Clustering · English34.9#131
MTEB Medical v1 · Reranking · Mandarin Chinese79.2#57
MTEB Spanish v1 · Pair Classification · Spanish62.2#78
MTEB Thai v1 · Pair Classification · Thai64.1#85
MTEB Thai v1 · Clustering · Thai43.8#56
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)61.2#21
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)61.5#21
MTEB Scandinavian v1 · Classification · multilingual (6 languages)61.9#29
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)74.6#4
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)42.1#38
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)67.6#66
MTEB Russian v1.1 · Classification · Russian61.7#41
MTEB Russian v1.1 · Clustering · Russian55.7#43
MTEB Russian v1.1 · Multilabel Classification · Russian32.9#60
MTEB Russian v1.1 · Pair Classification · Russian51.5#125
RTEB French beta · Mean over tasks · multilingual (2 languages)48.1#50
MTEB multilingual v2 · STS · multilingual (35 languages)68.6#60
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)64.5#57
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)75.8#78

FAQ

How much does Voyage Multilingual 2 cost?›

$0.12 per 1M tokens.

Is Voyage Multilingual 2 free to use?›

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

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

#200 of 238 in Embeddings.

Is Voyage Multilingual 2 better than F2LLM v2 330M?›

On MTEB German v1 · Clustering · German, Voyage Multilingual 2 scores 35.6 vs 36.6 — lower.

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

Released 2024-06-10. It is the current version in its line.

Is Voyage Multilingual 2 open source?›

No, Voyage Multilingual 2 is a closed model available through an API. The closest open-weights option here is F2LLM v2 14B.

What is Voyage Multilingual 2?›

Voyage Multilingual 2 is a closed embeddings & retrieval model from Voyage AI (MongoDB), released Jun 2024.

What are the best alternatives to Voyage Multilingual 2?›

Jina Embeddings v5 Text Small (cheaper), Multilingual E5 Large Instruct (better), F2LLM v2 14B (open weights).