M

Gte Micro

Apr 2024
MGte Micro
Compare in
on
self-host onlyprice
27.7MTEB English v2
Apr 2024released
384Dimensions
1K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Multilingual E5 Base332Rubert Tiny232.53Sentence Croissant Alpha v0.332.54Speed Embedding 7B Instruct32.45Bilingual Embedding Small32.3
···
149Sbert Large Nlu Ru28.1150Gte Micro28151Embedder 100p27.8

Strong at

C
Embeddings & Retrieval#167 of 200

Alternatives?

ModelScoreCostPriceWhat changes
iBetterE5 Base v2unstatedOpen+14%—$0.005Memory (4-bit): 0 GB → 0.1 GBiOpenMultilingual E5 Baseunstated+18%——Memory (4-bit): 0 GB → 0.2 GBBetterBge Base En v1.5unstatedOpen+10%—$0.005Memory (4-bit): 0 GB → 0.1 GBiBetterMultilingual E5 Large InstructunstatedOpen+13%—$0.01Memory (4-bit): 0 GB → 0.3 GBiBetterMultilingual E5 LargeunstatedOpen+10%—$0.01Memory (4-bit): 0 GB → 0.3 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
LicenceMITfree for commercial use

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English28.1#169
BEIR · Mean over task types · English28.1#169
BEIR · Retrieval · English28.1#169
MTEB Persian v2 · Reranking · Persian23.1#123
JMTEB v2 · Clustering · Japanese13.1#129
JMTEB v2 · STS · Japanese53.3#136
LongEmbed · Mean over tasks · English27.1#137
LongEmbed · Mean over task types · English27.1#137
LongEmbed · Retrieval · English27.1#137
MTEB German v1 · Mean over tasks · German30.9#97
MTEB German v1 · Mean over task types · German30#98
MTEB German v1 · Classification · German49.6#97
MTEB German v1 · Pair Classification · German49.3#116
MTEB German v1 · STS · German47#104
MTEB German v1 · Clustering · German14#133
MTEB German v1 · Retrieval · German7#115
MTEB German v1 · Reranking · German13#128
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)40.8#57
MTEB Europe v1 · Mean over task types · multilingual (29 languages)35.5#57
MTEB Europe v1 · Classification · multilingual (23 languages)48.2#107
MTEB Europe v1 · Instruction Reranking · English-1.8#119
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)7.6#143
MTEB Europe v1 · STS · multilingual (8 languages)62.3#80
MTEB Europe v1 · Pair Classification · multilingual (11 languages)80#130
MTEB Europe v1 · Clustering · multilingual (29 languages)29.6#141
MTEB Europe v1 · Retrieval · multilingual (25 languages)28.3#130
MTEB Europe v1 · Reranking · multilingual (12 languages)39.8#153
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)25.7#155
MTEB French v1 · Mean over tasks · multilingual (2 languages)37.7#86
MTEB French v1 · Mean over task types · multilingual (2 languages)40.2#87
MTEB French v1 · STS · French63.8#88
MTEB French v1 · Retrieval · multilingual (2 languages)14#122
MTEB French v1 · Classification · French49.4#109
MTEB French v1 · Clustering · French31.3#101
MTEB French v1 · Reranking · French41.7#129
MTEB French v1 · Pair Classification · French53.4#168
MTEB French v1 · Summarization · French28#150
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)30.3#121
MTEB Indic v1 · Mean over task types · multilingual (25 languages)20.6#118
MTEB Indic v1 · Classification · multilingual (8 languages)41.4#130
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)2.2#148
MTEB Indic v1 · STS · multilingual (13 languages)3#144
MTEB Indic v1 · Reranking · multilingual (2 languages)38.2#164
MTEB Indic v1 · Retrieval · multilingual (14 languages)5.2#145
MTEB Indic v1 · Pair Classification · Hindi51.8#161
MTEB Indic v1 · Clustering · multilingual (21 languages)2.6#178
MTEB Korean v2 · STS · Korean37.5#80
MTEB Korean v2 · Classification · Korean22.3#106
MTEB Korean v2 · Reranking · Korean9.6#114
MTEB Dutch v1 · Reranking · Dutch67.3#185
MTEB Polish v1 · Mean over tasks · Polish43.2#84
MTEB Polish v1 · Mean over task types · Polish43.1#83
MTEB Polish v1 · Classification · Polish38.5#132
MTEB Polish v1 · Clustering · Polish19.5#114
MTEB Polish v1 · STS · Polish50.8#104
MTEB Polish v1 · Pair Classification · Polish63.7#112
MTEB Portuguese v1 · Multilabel Classification · Portuguese14.3#192
MTEB Law v1 · Mean over tasks · multilingual (3 languages)26.4#149
MTEB Law v1 · Mean over task types · multilingual (3 languages)26.4#149
MTEB Law v1 · Retrieval · multilingual (3 languages)26.4#149
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)21.3#123
MTEB Medical v1 · Mean over task types · multilingual (10 languages)21.9#118
MTEB Medical v1 · Retrieval · multilingual (10 languages)19.8#127
MTEB Medical v1 · Clustering · English31.4#183
MTEB Medical v1 · Reranking · Mandarin Chinese14.6#169
FollowIR · Mean over tasks · English-1.8#119
FollowIR · Mean over task types · English-1.8#119
FollowIR · Instruction Reranking · English-1.8#119
MTEB Spanish v1 · STS · multilingual (2 languages)59.4#68
MTEB Spanish v1 · Clustering · Spanish36#101
MTEB Spanish v1 · Pair Classification · Spanish57.5#132
MTEB Spanish v1 · Reranking · Spanish17.6#127
MTEB Spanish v1 · Classification · Spanish66.7#80
MTEB Thai v1 · Pair Classification · Thai51#174
MTEB Thai v1 · Clustering · Thai2.8#186
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)36.1#115
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)37.6#111
MTEB Scandinavian v1 · Classification · multilingual (6 languages)47.8#122
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)18.2#128
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)23.7#154
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)60.6#137
MTEB Russian v1.1 · Mean over tasks · Russian20.6#100
MTEB Russian v1.1 · Mean over task types · Russian21.5#100
MTEB Russian v1.1 · Classification · Russian25.4#138
MTEB Russian v1.1 · Clustering · Russian12#160
MTEB Russian v1.1 · Reranking · Russian12.3#142
MTEB Russian v1.1 · Multilabel Classification · Russian26.2#117
MTEB Russian v1.1 · STS · Russian28.5#129
MTEB Russian v1.1 · Retrieval · Russian0.3#109
MTEB Russian v1.1 · Pair Classification · Russian45.8#181
RTEB French beta · Mean over tasks · multilingual (2 languages)5.5#179
RTEB German beta · Mean over tasks · German8.2#195
RTEB Law beta · Mean over tasks · multilingual (4 languages)24.7#185
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)39.4#84
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)33.2#84
MTEB multilingual v2 · Clustering · multilingual (208 languages)34.5#135
MTEB multilingual v2 · STS · multilingual (35 languages)55.1#96
MTEB multilingual v2 · Classification · multilingual (119 languages)45.3#135
MTEB multilingual v2 · Retrieval · multilingual (120 languages)26.2#155
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.5#158
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)19.4#156
MTEB multilingual v2 · Instruction Reranking · English-1.8#119
MTEB multilingual v2 · Reranking · multilingual (22 languages)35.2#159
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)71.4#141

FAQ

How much does Gte Micro cost?›

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

Is Gte Micro free to use?›

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

How good is Gte Micro, and what is it best at?›

#167 of 200 in Embeddings.

Is Gte Micro better than Sbert Large Nlu Ru?›

On MTEB French v1 · Summarization · French, Gte Micro scores 28 vs 28.1 — about the same.

When was Gte Micro released? Is there a newer version?›

Released 2024-04-21. It is the current version in its line.

Is Gte Micro open source?›

Yes, the weights are open (MIT licence).

Can I run Gte Micro locally?›

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

What is Gte Micro?›

Gte Micro is an open-weights embeddings & retrieval model from Mihaiii, released Apr 2024.

What are the best alternatives to Gte Micro?›

E5 Base v2 (better), Multilingual E5 Base (open weights).