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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 →
1Seed1.6 Embedding 121591.22Arabic English Sts Matryoshka87.93Harrier OSS v1 27B87.64Qwen 3 Embedding 8B86.65Qwen 3 Embedding 4B85.6
···
57Bilingual Embedding Small71.258Bge M3 Custom Fr69.959Text2vec Base Chinese Paraphrase69.9

Strong at

C
Embeddings & Retrieval#126 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+16%—$0.002Max input: 8K tokens → 2K tokensoOpenArabic English Sts Matryoshkaunstated+26%——Max input: 8K tokens → 1K tokensBetterQwen 3 Embedding 8BunstatedOpen+24%—$0.01Memory (4-bit): 0.3 GB → 4.5 GBBetterBge M3unstatedOpen+11%—$0.01BetterQwen 3 Embedding 0.6BunstatedOpen+10%—$0.01Memory (4-bit): 0.3 GB → 0.4 GB

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#65
LongEmbed · Mean over tasks · English57.4#39
LongEmbed · Mean over task types · English57.4#39
LongEmbed · Retrieval · English57.4#39
MTEB German v1 · Classification · German68.7#31
MTEB German v1 · Pair Classification · German53.9#39
MTEB German v1 · STS · German68.8#34
MTEB German v1 · Clustering · German29#54
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)58.9#20
MTEB Europe v1 · Mean over task types · multilingual (29 languages)51.8#20
MTEB Europe v1 · Classification · multilingual (23 languages)60#25
MTEB Europe v1 · Instruction Reranking · English-2.5#148
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)12.4#101
MTEB Europe v1 · STS · multilingual (8 languages)75#22
MTEB Europe v1 · Pair Classification · multilingual (11 languages)87.9#44
MTEB Europe v1 · Clustering · multilingual (29 languages)36.3#96
MTEB Europe v1 · Retrieval · multilingual (25 languages)53.8#42
MTEB Europe v1 · Reranking · multilingual (12 languages)55.3#71
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)87.9#38
MTEB French v1 · Retrieval · multilingual (2 languages)41.1#56
MTEB French v1 · Classification · French67.7#30
MTEB French v1 · Clustering · French38.9#74
MTEB French v1 · Reranking · French75.3#49
MTEB French v1 · Pair Classification · French60.2#70
MTEB French v1 · Summarization · French30.1#82
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)67.3#15
MTEB Indic v1 · Mean over task types · multilingual (25 languages)66.1#16
MTEB Indic v1 · Classification · multilingual (8 languages)66#17
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)76.8#12
MTEB Indic v1 · STS · multilingual (13 languages)52.1#25
MTEB Indic v1 · Reranking · multilingual (2 languages)85.9#34
MTEB Indic v1 · Retrieval · multilingual (14 languages)79.6#25
MTEB Indic v1 · Pair Classification · Hindi69.9#58
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 · Retrieval · Dutch57.6#36
MTEB Dutch v1 · Classification · Dutch61.3#33
MTEB Dutch v1 · Multilabel Classification · Dutch34.3#54
MTEB Dutch v1 · STS · Dutch78.7#35
MTEB Dutch v1 · Clustering · Dutch26.8#66
MTEB Dutch v1 · Reranking · Dutch88.9#46
MTEB Dutch v1 · Pair Classification · Dutch75.6#49
MTEB Polish v1 · Mean over tasks · Polish64.7#19
MTEB Polish v1 · Mean over task types · Polish63.9#19
MTEB Polish v1 · Classification · Polish62.5#31
MTEB Polish v1 · Clustering · Polish40.2#28
MTEB Polish v1 · STS · Polish69#18
MTEB Polish v1 · Pair Classification · Polish83.8#35
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.9#81
MTEB Law v1 · Mean over tasks · multilingual (3 languages)55.1#40
MTEB Law v1 · Mean over task types · multilingual (3 languages)55.1#40
MTEB Law v1 · Retrieval · multilingual (3 languages)55.1#40
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)49#44
MTEB Medical v1 · Mean over task types · multilingual (10 languages)52.8#39
MTEB Medical v1 · Retrieval · multilingual (10 languages)49.8#46
MTEB Medical v1 · Clustering · English30.8#191
MTEB Medical v1 · Reranking · Mandarin Chinese77.6#66
FollowIR · Mean over tasks · English-2.5#148
FollowIR · Mean over task types · English-2.5#148
FollowIR · Instruction Reranking · English-2.5#148
MTEB Spanish v1 · STS · multilingual (2 languages)78.7#22
MTEB Spanish v1 · Clustering · Spanish46#32
MTEB Spanish v1 · Pair Classification · Spanish64.1#67
MTEB Thai v1 · Pair Classification · Thai69.8#58
MTEB Thai v1 · Clustering · Thai38.2#84
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)56.5#37
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)57.4#35
MTEB Scandinavian v1 · Classification · multilingual (6 languages)60.5#41
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)62.4#41
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)36.2#72
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)70.4#43
MTEB Russian v1.1 · Classification · Russian58.8#51
MTEB Russian v1.1 · Clustering · Russian47.8#77
MTEB Russian v1.1 · Multilabel Classification · Russian35.2#51
MTEB Russian v1.1 · STS · Russian74.1#21
MTEB Russian v1.1 · Pair Classification · Russian56.4#74
RTEB French beta · Mean over tasks · multilingual (2 languages)41.2#67
RTEB German beta · Mean over tasks · German55.5#58
RTEB Law beta · Mean over tasks · multilingual (4 languages)43.5#78
MTEB multilingual v2 · Clustering · multilingual (208 languages)40.4#93
MTEB multilingual v2 · STS · multilingual (35 languages)74.7#25
MTEB multilingual v2 · Retrieval · multilingual (120 languages)53.3#74
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)19.6#65
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)72.2#27
MTEB multilingual v2 · Instruction Reranking · English-2.5#148
MTEB multilingual v2 · Reranking · multilingual (22 languages)60.4#63
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)78.5#54

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 Bilingual Embedding Small?›

On MTEB Indic v1 · Pair Classification · Hindi, Bge M3 Custom Fr scores 69.9 vs 71.2 — lower.

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?›

EmbeddingGemma 300M (better), Arabic English Sts Matryoshka (open weights).