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M2V Base Glove Subword

Sep 2024
mM2V Base Glove Subword
Compare in
on
self-host onlyprice
25.4MTEB English v2
Sep 2024released
enLanguages

Rankingconfiguration unstated?

Full ranking →
1Yuan Embedding 2.0 En70.72Ingot 8B R3703Qwen 3 Embedding 8B69.44Geevec Embeddings 1.068.85Qwen 3 Embedding 4B68.5
···
184STS Multilingual Mpnet Base v225.5185M2V Base Glove Subword25.4186M2V Base Output25.4

Strong at

C
Embeddings & Retrieval#173 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen×2.2—$0.002Languages: not verified+1IOpenYuan Embedding 2.0 Enunstated×2.8——Memory (4-bit): 0.1 GB → 0.4 GBBetterBge Base En v1.5unstatedOpen×2.2—$0.005tBetterGte BaseunstatedOpen×2—$0.005iBetterE5 Base v2unstatedOpen+95%—$0.005

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
LicenceMITfree for commercial use

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English26.2#171
BEIR · Mean over task types · English26.2#171
BEIR · Retrieval · English26.2#171
MTEB Persian v2 · Reranking · Persian35.6#88
JMTEB v2 · Clustering · Japanese10.4#145
JMTEB v2 · STS · Japanese55.4#124
LongEmbed · Mean over tasks · English28.4#133
LongEmbed · Mean over task types · English28.4#133
LongEmbed · Retrieval · English28.4#133
MTEB German v1 · Clustering · German10#146
MTEB German v1 · Classification · German48.2#111
MTEB German v1 · Pair Classification · German47.9#160
MTEB German v1 · Reranking · German13.6#127
MTEB Europe v1 · Retrieval · multilingual (25 languages)26.8#121
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)19.1#163
MTEB Europe v1 · Classification · multilingual (23 languages)44.9#117
MTEB Europe v1 · Clustering · multilingual (29 languages)26.2#151
MTEB Europe v1 · Instruction Reranking · English0.9#35
MTEB Europe v1 · Pair Classification · multilingual (11 languages)76.9#130
MTEB Europe v1 · Reranking · multilingual (12 languages)38.5#156
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)5.7#151
MTEB French v1 · Classification · French49.8#102
MTEB French v1 · Pair Classification · French49.7#187
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)33#85
MTEB Indic v1 · Mean over task types · multilingual (25 languages)25.3#69
MTEB Indic v1 · Classification · multilingual (8 languages)42.2#107
MTEB Indic v1 · Retrieval · multilingual (14 languages)16.5#86
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)1#150
MTEB Indic v1 · Reranking · multilingual (2 languages)57.7#108
MTEB Indic v1 · Pair Classification · Hindi54.8#116
MTEB Indic v1 · STS · multilingual (13 languages)2.3#152
MTEB Indic v1 · Clustering · multilingual (21 languages)2.5#183
MTEB Korean v2 · Reranking · Korean14.3#80
MTEB Korean v2 · Classification · Korean18.8#141
MTEB Dutch v1 · Mean over tasks · Dutch30.6#113
MTEB Dutch v1 · Mean over task types · Dutch41#113
MTEB Dutch v1 · Classification · Dutch43.2#112
MTEB Dutch v1 · Clustering · Dutch10.4#125
MTEB Dutch v1 · Retrieval · Dutch20.8#114
MTEB Dutch v1 · STS · Dutch55.4#109
MTEB Dutch v1 · Multilabel Classification · Dutch21.5#124
MTEB Dutch v1 · Pair Classification · Dutch64.2#78
MTEB Dutch v1 · Reranking · Dutch71.2#171
MTEB Polish v1 · Pair Classification · Polish60.2#134
MTEB Polish v1 · Classification · Polish40.8#98
MTEB Portuguese v1 · Multilabel Classification · Portuguese14.2#191
MTEB Law v1 · Mean over tasks · multilingual (3 languages)31#137
MTEB Law v1 · Mean over task types · multilingual (3 languages)31#137
MTEB Law v1 · Retrieval · multilingual (3 languages)31#137
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)26.1#109
MTEB Medical v1 · Mean over task types · multilingual (10 languages)23.7#108
MTEB Medical v1 · Retrieval · multilingual (10 languages)26.6#110
MTEB Medical v1 · Clustering · English28.8#205
MTEB Medical v1 · Reranking · Mandarin Chinese15.5#160
FollowIR · Mean over tasks · English0.9#35
FollowIR · Mean over task types · English0.9#35
FollowIR · Instruction Reranking · English0.9#35
MTEB Spanish v1 · Pair Classification · Spanish53.3#169
MTEB Spanish v1 · Reranking · Spanish17.3#129
MTEB Thai v1 · Clustering · Thai3.5#162
MTEB Thai v1 · Pair Classification · Thai51.8#130
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)20.8#151
MTEB Scandinavian v1 · Classification · multilingual (6 languages)46.1#135
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)57.7#154
MTEB Russian v1.1 · Reranking · Russian21.9#109
MTEB Russian v1.1 · Pair Classification · Russian52.3#114
RTEB Finnish beta · Mean over tasks · English20.8#92
RTEB French beta · Mean over tasks · multilingual (2 languages)1.7#198
RTEB German beta · Mean over tasks · German15.4#149
RTEB Health beta · Mean over tasks · multilingual (4 languages)9#91
RTEB Law beta · Mean over tasks · multilingual (4 languages)24.2#180
MTEB multilingual v2 · Classification · multilingual (119 languages)45.5#132
MTEB multilingual v2 · Clustering · multilingual (208 languages)31.1#144
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)70.9#153
MTEB multilingual v2 · Retrieval · multilingual (120 languages)24.1#159
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)15#163
MTEB multilingual v2 · Instruction Reranking · English0.9#35
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)12.1#168
MTEB multilingual v2 · Reranking · multilingual (22 languages)38.5#147

FAQ

How much does M2V Base Glove Subword cost?›

There is no per-unit API price: self-host only.

Is M2V Base Glove Subword free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is M2V Base Glove Subword, and what is it best at?›

#173 of 200 in Embeddings.

Is M2V Base Glove Subword better than STS Multilingual Mpnet Base v2?›

On MTEB English v2 · Retrieval · English, M2V Base Glove Subword scores 25.4 vs 25.5 — about the same.

When was M2V Base Glove Subword released? Is there a newer version?›

Released 2024-09-21. It is the current version in its line.

Is M2V Base Glove Subword open source?›

Yes, the weights are open (MIT licence).

Can I run M2V Base Glove Subword locally?›

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

What is M2V Base Glove Subword?›

M2V Base Glove Subword is an open-weights embeddings & retrieval model from minishlab, released Sep 2024.

What are the best alternatives to M2V Base Glove Subword?›

EmbeddingGemma 300M (better), Yuan Embedding 2.0 En (open weights).