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Bge M3 Custom Fr

Apr 2024
mBge M3 Custom Fr
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price not verifiedprice
45.9MTEB English v2
Apr 2024released
1,024Dimensions
8K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Gemini Embedding 001832Jina Embeddings v5 Omni Small82.53Jina Embeddings v5 Text Small82.54Jina Embeddings v5 Omni Nano81.74Jina Embeddings v5 Text Nano81.7
···
17Stella En 1.5B v578.718Bge M3 Custom Fr78.719F2LLM v2 330M78.5

Strong at

C
Embeddings & Retrieval#126 of 200

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
Licencenot verified

Benchmarks

in Embeddings & Retrieval
JMTEB v2 · Clustering · Japanese43.2#59
LongEmbed · Mean over tasks · English57.4#39
LongEmbed · Mean over task types · English57.4#39
LongEmbed · Retrieval · English57.4#39
MTEB German v1 · Clustering · German29#51
MTEB German v1 · Classification · German68.7#28
MTEB German v1 · STS · German68.8#29
MTEB German v1 · Pair Classification · German53.9#33
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)58.9#18
MTEB Europe v1 · Mean over task types · multilingual (29 languages)51.8#18
MTEB Europe v1 · Retrieval · multilingual (25 languages)53.8#31
MTEB Europe v1 · STS · multilingual (8 languages)75#13
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)87.9#38
MTEB Europe v1 · Classification · multilingual (23 languages)60#22
MTEB Europe v1 · Clustering · multilingual (29 languages)36.3#95
MTEB Europe v1 · Instruction Reranking · English-2.5#147
MTEB Europe v1 · Pair Classification · multilingual (11 languages)87.9#32
MTEB Europe v1 · Reranking · multilingual (12 languages)55.3#71
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)12.4#101
MTEB French v1 · Retrieval · multilingual (2 languages)41.1#51
MTEB French v1 · Reranking · French75.3#41
MTEB French v1 · Clustering · French38.9#74
MTEB French v1 · Classification · French67.7#27
MTEB French v1 · Summarization · French30.1#78
MTEB French v1 · Pair Classification · French60.2#70
MTEB Indic v1 · Retrieval · multilingual (14 languages)79.6#21
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)76.8#10
MTEB Indic v1 · Reranking · multilingual (2 languages)85.9#34
MTEB Indic v1 · Pair Classification · Hindi69.9#58
MTEB Indic v1 · STS · multilingual (13 languages)52.1#25
MTEB Indic v1 · Clustering · multilingual (21 languages)32.6#62
MTEB Dutch v1 · Mean over tasks · Dutch53.5#43
MTEB Dutch v1 · Mean over task types · Dutch60.5#36
MTEB Dutch v1 · Classification · Dutch61.3#33
MTEB Dutch v1 · Clustering · Dutch26.8#65
MTEB Dutch v1 · Retrieval · Dutch57.6#36
MTEB Dutch v1 · STS · Dutch78.7#35
MTEB Dutch v1 · Multilabel Classification · Dutch34.3#54
MTEB Dutch v1 · Pair Classification · Dutch75.6#48
MTEB Dutch v1 · Reranking · Dutch88.9#46
MTEB Polish v1 · Pair Classification · Polish83.8#29
MTEB Polish v1 · Classification · Polish62.5#25
MTEB Polish v1 · STS · Polish69#15
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.9#80
MTEB Law v1 · Mean over tasks · multilingual (3 languages)55.1#36
MTEB Law v1 · Mean over task types · multilingual (3 languages)55.1#36
MTEB Law v1 · Retrieval · multilingual (3 languages)55.1#36
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)49#41
MTEB Medical v1 · Mean over task types · multilingual (10 languages)52.8#36
MTEB Medical v1 · Retrieval · multilingual (10 languages)49.8#43
MTEB Medical v1 · Clustering · English30.8#191
MTEB Medical v1 · Reranking · Mandarin Chinese77.6#61
FollowIR · Mean over tasks · English-2.5#147
FollowIR · Mean over task types · English-2.5#147
FollowIR · Instruction Reranking · English-2.5#147
MTEB Spanish v1 · Pair Classification · Spanish64.1#67
MTEB Spanish v1 · STS · multilingual (2 languages)78.7#18
MTEB Spanish v1 · Clustering · Spanish46#32
MTEB Thai v1 · Clustering · Thai38.2#84
MTEB Thai v1 · Pair Classification · Thai69.8#58
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)36.2#65
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)70.4#43
MTEB Russian v1.1 · Classification · Russian58.8#49
MTEB Russian v1.1 · STS · Russian74.1#20
MTEB Russian v1.1 · Clustering · Russian47.8#72
MTEB Russian v1.1 · Pair Classification · Russian56.4#74
MTEB Russian v1.1 · Multilabel Classification · Russian35.2#46
RTEB French beta · Mean over tasks · multilingual (2 languages)41.2#65
RTEB German beta · Mean over tasks · German55.5#52
RTEB Law beta · Mean over tasks · multilingual (4 languages)43.5#71
MTEB multilingual v2 · Clustering · multilingual (208 languages)40.4#93
MTEB multilingual v2 · STS · multilingual (35 languages)74.7#25
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)78.5#54
MTEB multilingual v2 · Retrieval · multilingual (120 languages)53.3#73
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)72.2#27
MTEB multilingual v2 · Instruction Reranking · English-2.5#147
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)19.6#65
MTEB multilingual v2 · Reranking · multilingual (22 languages)60.4#63

FAQ

How much does Bge M3 Custom Fr cost?›

There is no per-unit API price: price not verified.

How good is Bge M3 Custom Fr, and what is it best at?›

#126 of 200 in Embeddings.

Is Bge M3 Custom Fr better than Stella En 1.5B v5?›

On MTEB Spanish v1 · STS · multilingual (2 languages), Bge M3 Custom Fr scores 78.7 vs 78.7 — about the same.

When was Bge M3 Custom Fr released? Is there a newer version?›

Released 2024-04-11. It is the current version in its line.

Is Bge M3 Custom Fr open source?›

Yes, the weights are open.

Can I run Bge M3 Custom Fr locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is Bge M3 Custom Fr?›

Bge M3 Custom Fr is an open-weights embeddings & retrieval model from manu, released Apr 2024.

What are the best alternatives to Bge M3 Custom Fr?›

Jina Embeddings v5 Text Nano (better), Jina Embeddings v5 Text Small (open weights).