Granite Embedding 30M English

Dec 2024
Granite Embedding 30M English
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price not verifiedprice
51.8MTEB English v2
Dec 2024released
384Dimensions
1K tokensMax input
enLanguages

Rankingconfiguration unstated?

Full ranking →
1Jina Embeddings v5 Text Nano78.12STS Multilingual Mpnet Base v276.63Bilingual Embedding Large75.94F2LLM v2 14B75.25Jina Embeddings v374.7
···
105All MiniLM L12 v244.5106Granite Embedding 30M English43.7107Snowflake Arctic Embed M43.2

Strong at

B
Embeddings & Retrieval#92 of 200

Alternatives?

ModelScoreCostPriceWhat changes
iBetterE5 Base v2unstatedOpen+16%—$0.005Memory (4-bit): 0 GB → 0.1 GBOpenJina Embeddings v5 Text Nanounstated+79%—$0.02Languages: not verified+1tBetterGte BaseunstatedOpen+15%—$0.005Memory (4-bit): 0 GB → 0.1 GBBetterBge Base En v1.5unstatedOpen+12%—$0.005Memory (4-bit): 0 GB → 0.1 GBsBetterAll MiniLM L6 v2unstatedOpen+9%—$0.005Max input: 1K tokens → 0K tokens

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
LicenceApache-2.0free for commercial use

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English49.1#110
BEIR · Mean over task types · English49.1#110
BEIR · Retrieval · English49.1#110
MTEB Persian v2 · Reranking · Persian24.9#120
JMTEB v2 · Clustering · Japanese14#118
JMTEB v2 · STS · Japanese69.3#73
LongEmbed · Mean over tasks · English38.4#86
LongEmbed · Mean over task types · English38.4#86
LongEmbed · Retrieval · English38.4#86
MTEB German v1 · Mean over tasks · German37.1#72
MTEB German v1 · Mean over task types · German36.1#70
MTEB German v1 · Clustering · German21.9#105
MTEB German v1 · Retrieval · German33.5#74
MTEB German v1 · Classification · German45.7#130
MTEB German v1 · STS · German43.7#106
MTEB German v1 · Pair Classification · German49.7#94
MTEB German v1 · Reranking · German21.8#100
MTEB Europe v1 · Retrieval · multilingual (25 languages)40.5#76
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)36.5#125
MTEB Europe v1 · Classification · multilingual (23 languages)47.2#112
MTEB Europe v1 · Clustering · multilingual (29 languages)33.7#124
MTEB Europe v1 · Instruction Reranking · English-2.8#153
MTEB Europe v1 · Pair Classification · multilingual (11 languages)81.5#102
MTEB Europe v1 · Reranking · multilingual (12 languages)48.8#119
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)11#118
MTEB French v1 · Mean over tasks · multilingual (2 languages)45.3#71
MTEB French v1 · Mean over task types · multilingual (2 languages)47.7#72
MTEB French v1 · STS · French68.3#68
MTEB French v1 · Retrieval · multilingual (2 languages)30.8#97
MTEB French v1 · Reranking · French64.1#91
MTEB French v1 · Clustering · French38.8#75
MTEB French v1 · Classification · French48.4#108
MTEB French v1 · Summarization · French26.2#150
MTEB French v1 · Pair Classification · French57.5#102
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)31.3#111
MTEB Indic v1 · Mean over task types · multilingual (25 languages)21.2#111
MTEB Indic v1 · Classification · multilingual (8 languages)41.8#116
MTEB Indic v1 · Retrieval · multilingual (14 languages)13.1#106
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4.1#102
MTEB Indic v1 · Reranking · multilingual (2 languages)38.3#161
MTEB Indic v1 · Pair Classification · Hindi50.2#180
MTEB Indic v1 · STS · multilingual (13 languages)-2.1#184
MTEB Indic v1 · Clustering · multilingual (21 languages)3.1#157
MTEB Korean v2 · Reranking · Korean7.9#118
MTEB Korean v2 · Classification · Korean20.7#120
MTEB Dutch v1 · Mean over tasks · Dutch37.5#94
MTEB Dutch v1 · Mean over task types · Dutch45.4#95
MTEB Dutch v1 · Classification · Dutch45.2#101
MTEB Dutch v1 · Clustering · Dutch21.9#92
MTEB Dutch v1 · Retrieval · Dutch32.4#92
MTEB Dutch v1 · STS · Dutch56#108
MTEB Dutch v1 · Multilabel Classification · Dutch29.4#94
MTEB Dutch v1 · Pair Classification · Dutch58#126
MTEB Dutch v1 · Reranking · Dutch75#157
MTEB Polish v1 · Pair Classification · Polish61.6#123
MTEB Polish v1 · Classification · Polish38.7#122
MTEB Polish v1 · STS · Polish51.3#95
MTEB Portuguese v1 · Multilabel Classification · Portuguese18.3#135
MTEB Law v1 · Mean over tasks · multilingual (3 languages)35.7#116
MTEB Law v1 · Mean over task types · multilingual (3 languages)35.7#116
MTEB Law v1 · Retrieval · multilingual (3 languages)35.7#116
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)37.3#80
MTEB Medical v1 · Mean over task types · multilingual (10 languages)33#73
MTEB Medical v1 · Retrieval · multilingual (10 languages)39.1#83
MTEB Medical v1 · Clustering · English36.2#92
MTEB Medical v1 · Reranking · Mandarin Chinese23.7#115
FollowIR · Mean over tasks · English-2.8#153
FollowIR · Mean over task types · English-2.8#153
FollowIR · Instruction Reranking · English-2.8#153
MTEB Spanish v1 · Pair Classification · Spanish56.1#149
MTEB Spanish v1 · Clustering · Spanish39.2#90
MTEB Spanish v1 · Reranking · Spanish28.3#100
MTEB Thai v1 · Clustering · Thai4.5#120
MTEB Thai v1 · Pair Classification · Thai51.1#162
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)29.7#119
MTEB Scandinavian v1 · Classification · multilingual (6 languages)46.8#132
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)62.7#111
CoIR · Mean over tasks · multilingual (9 languages)46.9#53
CoIR · Mean over task types · multilingual (9 languages)46.9#53
CoIR · Retrieval · multilingual (9 languages)46.9#53
MTEB Code v1 · Mean over tasks · multilingual (15 languages)50.3#46
MTEB Code v1 · Mean over task types · multilingual (15 languages)50.3#46
MTEB Code v1 · Retrieval · multilingual (15 languages)50.3#46
MTEB Russian v1.1 · Mean over tasks · Russian24#85
MTEB Russian v1.1 · Mean over task types · Russian24.9#84
MTEB Russian v1.1 · Classification · Russian27.7#129
MTEB Russian v1.1 · STS · Russian36.7#113
MTEB Russian v1.1 · Reranking · Russian19.5#122
MTEB Russian v1.1 · Clustering · Russian14.2#136
MTEB Russian v1.1 · Pair Classification · Russian46.2#178
MTEB Russian v1.1 · Retrieval · Russian5.5#77
MTEB Russian v1.1 · Multilabel Classification · Russian24.8#146
RTEB French beta · Mean over tasks · multilingual (2 languages)14.6#151
RTEB German beta · Mean over tasks · German10.8#176
RTEB Law beta · Mean over tasks · multilingual (4 languages)27#166
MTEB multilingual v2 · Classification · multilingual (119 languages)46.3#127
MTEB multilingual v2 · Clustering · multilingual (208 languages)38.3#114
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)70.3#162
MTEB multilingual v2 · Retrieval · multilingual (120 languages)36.4#120
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)25.3#120
MTEB multilingual v2 · Instruction Reranking · English-2.8#153
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)15.4#128
MTEB multilingual v2 · Reranking · multilingual (22 languages)42.5#127

FAQ

How much does Granite Embedding 30M English cost?›

There is no per-unit API price: price not verified.

How good is Granite Embedding 30M English, and what is it best at?›

#92 of 200 in Embeddings.

Is Granite Embedding 30M English better than All MiniLM L12 v2?›

On MTEB German v1 · STS · German, Granite Embedding 30M English scores 43.7 vs 44.5 — about the same.

When was Granite Embedding 30M English released? Is there a newer version?›

Released 2024-12-18. It is the current version in its line.

Is Granite Embedding 30M English open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run Granite Embedding 30M English locally?›

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

What is Granite Embedding 30M English?›

Granite Embedding 30M English is an open-weights embeddings & retrieval model from IBM, released Dec 2024.

What are the best alternatives to Granite Embedding 30M English?›

E5 Base v2 (better), Jina Embeddings v5 Text Nano (open weights).