M

Gte Micro v4

Apr 2024
MGte Micro v4
Compare in
on
self-host onlyprice
39.5MTEB English v2
Apr 2024released
384Dimensions
1K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Yuan Embedding 2.0 En70.72Ingot 8B R3703Qwen 3 Embedding 8B69.44Geevec Embeddings 1.068.85Qwen 3 Embedding 4B68.5
···
159Mmlw Roberta Large39.7160Gte Micro v439.5161Sgpt Bloom 7b1 Msmarco39.5

Strong at

C
Embeddings & Retrieval#149 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+41%—$0.002Memory (4-bit): 0 GB → 0.2 GBIOpenYuan Embedding 2.0 Enunstated+79%——Memory (4-bit): 0 GB → 0.4 GBBetterBge Base En v1.5unstatedOpen+39%—$0.005Memory (4-bit): 0 GB → 0.1 GBtBetterGte BaseunstatedOpen+31%—$0.005Memory (4-bit): 0 GB → 0.1 GBiBetterE5 Base v2unstatedOpen+26%—$0.005Memory (4-bit): 0 GB → 0.1 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 · English39.2#145
BEIR · Mean over task types · English39.2#145
BEIR · Retrieval · English39.2#145
MTEB Persian v2 · Reranking · Persian21.9#130
JMTEB v2 · Clustering · Japanese12.3#129
JMTEB v2 · STS · Japanese59.3#110
LongEmbed · Mean over tasks · English32.7#114
LongEmbed · Mean over task types · English32.7#114
LongEmbed · Retrieval · English32.7#114
MTEB German v1 · Mean over tasks · German36.4#75
MTEB German v1 · Mean over task types · German34.3#77
MTEB German v1 · Clustering · German17.7#119
MTEB German v1 · Retrieval · German22.9#92
MTEB German v1 · Classification · German53.9#73
MTEB German v1 · STS · German45.8#100
MTEB German v1 · Pair Classification · German49.1#119
MTEB German v1 · Reranking · German16.5#116
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)42.9#51
MTEB Europe v1 · Mean over task types · multilingual (29 languages)37.1#51
MTEB Europe v1 · Retrieval · multilingual (25 languages)33.6#105
MTEB Europe v1 · STS · multilingual (8 languages)63.2#59
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)27.3#147
MTEB Europe v1 · Classification · multilingual (23 languages)50.4#84
MTEB Europe v1 · Clustering · multilingual (29 languages)30.7#138
MTEB Europe v1 · Instruction Reranking · English-3.8#190
MTEB Europe v1 · Pair Classification · multilingual (11 languages)79.7#117
MTEB Europe v1 · Reranking · multilingual (12 languages)42.9#143
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)10.2#126
MTEB French v1 · Mean over tasks · multilingual (2 languages)43.6#77
MTEB French v1 · Mean over task types · multilingual (2 languages)45#77
MTEB French v1 · STS · French64.6#80
MTEB French v1 · Retrieval · multilingual (2 languages)24.1#105
MTEB French v1 · Reranking · French49.7#112
MTEB French v1 · Clustering · French37.1#80
MTEB French v1 · Classification · French55.2#72
MTEB French v1 · Summarization · French29.6#101
MTEB French v1 · Pair Classification · French54.5#152
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)31.8#104
MTEB Indic v1 · Mean over task types · multilingual (25 languages)21.2#110
MTEB Indic v1 · Classification · multilingual (8 languages)43.5#90
MTEB Indic v1 · Retrieval · multilingual (14 languages)5.2#140
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)2.5#131
MTEB Indic v1 · Reranking · multilingual (2 languages)37.4#165
MTEB Indic v1 · Pair Classification · Hindi52.2#154
MTEB Indic v1 · STS · multilingual (13 languages)5.1#125
MTEB Indic v1 · Clustering · multilingual (21 languages)2.8#172
MTEB Korean v2 · STS · Korean40.4#58
MTEB Korean v2 · Reranking · Korean9.5#110
MTEB Korean v2 · Classification · Korean22.8#86
MTEB Dutch v1 · Reranking · Dutch73#168
MTEB Polish v1 · Pair Classification · Polish61.6#120
MTEB Polish v1 · Classification · Polish43.1#76
MTEB Polish v1 · STS · Polish52#92
MTEB Portuguese v1 · Multilabel Classification · Portuguese16.6#170
MTEB Law v1 · Mean over tasks · multilingual (3 languages)36.3#112
MTEB Law v1 · Mean over task types · multilingual (3 languages)36.3#112
MTEB Law v1 · Retrieval · multilingual (3 languages)36.3#112
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)29.8#102
MTEB Medical v1 · Mean over task types · multilingual (10 languages)27.9#100
MTEB Medical v1 · Retrieval · multilingual (10 languages)29.9#107
MTEB Medical v1 · Clustering · English35.1#128
MTEB Medical v1 · Reranking · Mandarin Chinese18.7#147
FollowIR · Mean over tasks · English-3.8#190
FollowIR · Mean over task types · English-3.8#190
FollowIR · Instruction Reranking · English-3.8#190
MTEB Spanish v1 · Pair Classification · Spanish56.8#142
MTEB Spanish v1 · STS · multilingual (2 languages)61.5#56
MTEB Spanish v1 · Clustering · Spanish36.4#98
MTEB Spanish v1 · Reranking · Spanish22.4#114
MTEB Thai v1 · Clustering · Thai3.4#163
MTEB Thai v1 · Pair Classification · Thai50.9#175
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)26.7#131
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.6#97
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)61.1#133
MTEB Russian v1.1 · Mean over tasks · Russian22.3#95
MTEB Russian v1.1 · Mean over task types · Russian22.4#95
MTEB Russian v1.1 · Classification · Russian28.7#125
MTEB Russian v1.1 · STS · Russian31.5#124
MTEB Russian v1.1 · Reranking · Russian12.5#141
MTEB Russian v1.1 · Clustering · Russian12.6#150
MTEB Russian v1.1 · Pair Classification · Russian44.9#190
MTEB Russian v1.1 · Retrieval · Russian0.6#105
MTEB Russian v1.1 · Multilabel Classification · Russian25.9#124
RTEB French beta · Mean over tasks · multilingual (2 languages)7.5#166
RTEB German beta · Mean over tasks · German12.2#166
RTEB Law beta · Mean over tasks · multilingual (4 languages)29.3#151
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)41.5#78
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)34.7#80
MTEB multilingual v2 · Classification · multilingual (119 languages)48#105
MTEB multilingual v2 · Clustering · multilingual (208 languages)35.9#129
MTEB multilingual v2 · STS · multilingual (35 languages)57#90
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)71.7#121
MTEB multilingual v2 · Retrieval · multilingual (120 languages)30.5#145
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)20.5#147
MTEB multilingual v2 · Instruction Reranking · English-3.8#190
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)14.7#144
MTEB multilingual v2 · Reranking · multilingual (22 languages)37.5#151

FAQ

How much does Gte Micro v4 cost?›

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

Is Gte Micro v4 free to use?›

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

How good is Gte Micro v4, and what is it best at?›

#149 of 200 in Embeddings.

Is Gte Micro v4 better than Mmlw Roberta Large?›

On MTEB English v2 · Retrieval · English, Gte Micro v4 scores 39.5 vs 39.7 — about the same.

When was Gte Micro v4 released? Is there a newer version?›

Released 2024-04-22. It is the current version in its line.

Is Gte Micro v4 open source?›

Yes, the weights are open (MIT licence).

Can I run Gte Micro v4 locally?›

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

What is Gte Micro v4?›

Gte Micro v4 is an open-weights embeddings & retrieval model from Mihaiii, released Apr 2024.

What are the best alternatives to Gte Micro v4?›

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