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M2V Base Glove

Sep 2024
mM2V Base Glove
Compare in
on
self-host onlyprice
28.1MTEB 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
···
177Potion Base 4M28.4178M2V Base Glove28.1179Gte Micro27.7

Strong at

C
Embeddings & Retrieval#166 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+98%—$0.002Languages: not verified+1IOpenYuan Embedding 2.0 Enunstated×2.5——Memory (4-bit): 0.1 GB → 0.4 GBBetterBge Base En v1.5unstatedOpen+95%—$0.005tBetterGte BaseunstatedOpen+85%—$0.005iBetterE5 Base v2unstatedOpen+77%—$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 · English28#168
BEIR · Mean over task types · English28#168
BEIR · Retrieval · English28#168
MTEB Persian v2 · Reranking · Persian17.3#149
JMTEB v2 · Clustering · Japanese7.6#156
JMTEB v2 · STS · Japanese11.8#160
LongEmbed · Mean over tasks · English30.8#123
LongEmbed · Mean over task types · English30.8#123
LongEmbed · Retrieval · English30.8#123
MTEB German v1 · Clustering · German9.2#151
MTEB German v1 · Classification · German42#145
MTEB German v1 · Pair Classification · German47.2#167
MTEB German v1 · Reranking · German10.1#133
MTEB Europe v1 · Retrieval · multilingual (25 languages)25.4#124
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)16.7#170
MTEB Europe v1 · Classification · multilingual (23 languages)43.5#128
MTEB Europe v1 · Clustering · multilingual (29 languages)25.9#153
MTEB Europe v1 · Instruction Reranking · English-0.4#70
MTEB Europe v1 · Pair Classification · multilingual (11 languages)72.5#138
MTEB Europe v1 · Reranking · multilingual (12 languages)31.6#172
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)4.6#161
MTEB French v1 · Classification · French39.5#119
MTEB French v1 · Pair Classification · French49.2#189
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)28.9#119
MTEB Indic v1 · Mean over task types · multilingual (25 languages)20.3#117
MTEB Indic v1 · Classification · multilingual (8 languages)38.8#135
MTEB Indic v1 · Retrieval · multilingual (14 languages)6.9#133
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)2.9#122
MTEB Indic v1 · Reranking · multilingual (2 languages)35.5#168
MTEB Indic v1 · Pair Classification · Hindi52.6#147
MTEB Indic v1 · STS · multilingual (13 languages)2.6#148
MTEB Indic v1 · Clustering · multilingual (21 languages)2.9#164
MTEB Korean v2 · Reranking · Korean4.6#143
MTEB Korean v2 · Classification · Korean18.4#144
MTEB Dutch v1 · Reranking · Dutch58.5#190
MTEB Polish v1 · Pair Classification · Polish50.1#152
MTEB Polish v1 · Classification · Polish36.6#133
MTEB Portuguese v1 · Multilabel Classification · Portuguese14.2#191
MTEB Law v1 · Mean over tasks · multilingual (3 languages)28.3#143
MTEB Law v1 · Mean over task types · multilingual (3 languages)28.3#143
MTEB Law v1 · Retrieval · multilingual (3 languages)28.3#143
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)22.4#118
MTEB Medical v1 · Mean over task types · multilingual (10 languages)19.2#121
MTEB Medical v1 · Retrieval · multilingual (10 languages)22.7#121
MTEB Medical v1 · Clustering · English29.9#200
MTEB Medical v1 · Reranking · Mandarin Chinese5#205
FollowIR · Mean over tasks · English-0.4#70
FollowIR · Mean over task types · English-0.4#70
FollowIR · Instruction Reranking · English-0.4#70
MTEB Spanish v1 · Pair Classification · Spanish52.8#170
MTEB Spanish v1 · Reranking · Spanish13.8#136
MTEB Thai v1 · Clustering · Thai4.1#132
MTEB Thai v1 · Pair Classification · Thai51.8#129
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)19.9#159
MTEB Scandinavian v1 · Classification · multilingual (6 languages)43.4#150
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)42.8#199
MTEB Russian v1.1 · Reranking · Russian14.1#139
MTEB Russian v1.1 · Pair Classification · Russian54.1#95
RTEB Finnish beta · Mean over tasks · English25.5#89
RTEB French beta · Mean over tasks · multilingual (2 languages)1#204
RTEB German beta · Mean over tasks · German4.2#198
RTEB Health beta · Mean over tasks · multilingual (4 languages)9.9#90
RTEB Law beta · Mean over tasks · multilingual (4 languages)22.1#185
MTEB multilingual v2 · Classification · multilingual (119 languages)42.6#147
MTEB multilingual v2 · Clustering · multilingual (208 languages)30.2#147
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)70.5#160
MTEB multilingual v2 · Retrieval · multilingual (120 languages)24.4#158
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)14.1#167
MTEB multilingual v2 · Instruction Reranking · English-0.4#70
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)14#148
MTEB multilingual v2 · Reranking · multilingual (22 languages)27.4#179

FAQ

How much does M2V Base Glove cost?›

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

Is M2V Base Glove free to use?›

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

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

#166 of 200 in Embeddings.

Is M2V Base Glove better than Potion Base 4M?›

On MTEB English v2 · Retrieval · English, M2V Base Glove scores 28.1 vs 28.4 — about the same.

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

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

Is M2V Base Glove open source?›

Yes, the weights are open (MIT licence).

Can I run M2V Base Glove locally?›

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

What is M2V Base Glove?›

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

What are the best alternatives to M2V Base Glove?›

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