Granite Embedding 125M English

Dec 2024
Granite Embedding 125M English
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price not verifiedprice
55.7MTEB English v2
Dec 2024released
768Dimensions
1K tokensMax input
enLanguages

Rankingconfiguration unstated?

Full ranking →
1Qwen 3 Embedding 8B50.52F2LLM v2 14B503F2LLM v2 8B49.84Jina Embeddings v5 Omni Small49.65Jina Embeddings v5 Text Small49.5
···
56Bge Large En v1.53157Granite Embedding 125M English3158Gemma 2B Embeddings30.7

Strong at

B
Embeddings & Retrieval#56 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+63%—$0.01Languages: not verified+1iBetterMultilingual E5 Large InstructunstatedOpen+58%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBBetterQwen 3 Embedding 0.6BunstatedOpen+43%—$0.01Languages: not verified+1iBetterMultilingual E5 LargeunstatedOpen+26%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBBetterQwen 3 Embedding 4BunstatedOpen+58%—$0.02Languages: not verified+1

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 · English52.3#74
BEIR · Mean over task types · English52.3#74
BEIR · Retrieval · English52.3#74
MTEB Persian v2 · Reranking · Persian33.4#98
JMTEB v2 · Clustering · Japanese13.8#127
JMTEB v2 · STS · Japanese72#78
LongEmbed · Mean over tasks · English42.2#60
LongEmbed · Mean over task types · English42.2#60
LongEmbed · Retrieval · English42.2#60
MTEB German v1 · Mean over tasks · German40.2#64
MTEB German v1 · Mean over task types · German40#58
MTEB German v1 · Classification · German46.2#132
MTEB German v1 · Pair Classification · German50.3#85
MTEB German v1 · STS · German51#82
MTEB German v1 · Clustering · German24.7#88
MTEB German v1 · Retrieval · German39.1#57
MTEB German v1 · Reranking · German28.5#73
MTEB Europe v1 · Classification · multilingual (23 languages)47.4#113
MTEB Europe v1 · Instruction Reranking · English-1.3#95
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)13.3#87
MTEB Europe v1 · Pair Classification · multilingual (11 languages)81.3#117
MTEB Europe v1 · Clustering · multilingual (29 languages)36.2#99
MTEB Europe v1 · Retrieval · multilingual (25 languages)43.3#72
MTEB Europe v1 · Reranking · multilingual (12 languages)50.4#105
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)40.3#117
MTEB French v1 · Mean over tasks · multilingual (2 languages)49.5#49
MTEB French v1 · Mean over task types · multilingual (2 languages)51.4#47
MTEB French v1 · STS · French69.2#69
MTEB French v1 · Retrieval · multilingual (2 languages)38.9#68
MTEB French v1 · Classification · French51.4#97
MTEB French v1 · Clustering · French43#37
MTEB French v1 · Reranking · French69.8#69
MTEB French v1 · Pair Classification · French59.9#72
MTEB French v1 · Summarization · French27.3#154
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)34.2#77
MTEB Indic v1 · Mean over task types · multilingual (25 languages)24.9#79
MTEB Indic v1 · Classification · multilingual (8 languages)44.3#87
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)5.5#90
MTEB Indic v1 · STS · multilingual (13 languages)2.3#152
MTEB Indic v1 · Reranking · multilingual (2 languages)49.4#128
MTEB Indic v1 · Retrieval · multilingual (14 languages)17.9#88
MTEB Indic v1 · Pair Classification · Hindi51.8#162
MTEB Indic v1 · Clustering · multilingual (21 languages)3.2#151
MTEB Korean v2 · Classification · Korean21.6#116
MTEB Korean v2 · Reranking · Korean11.2#101
MTEB Dutch v1 · Mean over tasks · Dutch40.8#78
MTEB Dutch v1 · Mean over task types · Dutch47.3#88
MTEB Dutch v1 · Retrieval · Dutch39.6#72
MTEB Dutch v1 · Classification · Dutch47.3#89
MTEB Dutch v1 · Multilabel Classification · Dutch31#77
MTEB Dutch v1 · STS · Dutch56.5#105
MTEB Dutch v1 · Clustering · Dutch24.3#78
MTEB Dutch v1 · Reranking · Dutch73.9#164
MTEB Dutch v1 · Pair Classification · Dutch58.2#125
MTEB Polish v1 · Mean over tasks · Polish45#74
MTEB Polish v1 · Mean over task types · Polish46#68
MTEB Polish v1 · Classification · Polish37.9#136
MTEB Polish v1 · Clustering · Polish31#57
MTEB Polish v1 · STS · Polish52.8#94
MTEB Polish v1 · Pair Classification · Polish62.2#124
MTEB Portuguese v1 · Multilabel Classification · Portuguese19#115
MTEB Law v1 · Mean over tasks · multilingual (3 languages)40.3#85
MTEB Law v1 · Mean over task types · multilingual (3 languages)40.3#85
MTEB Law v1 · Retrieval · multilingual (3 languages)40.3#85
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)40.8#61
MTEB Medical v1 · Mean over task types · multilingual (10 languages)34.5#61
MTEB Medical v1 · Retrieval · multilingual (10 languages)43.9#66
MTEB Medical v1 · Clustering · English35.7#111
MTEB Medical v1 · Reranking · Mandarin Chinese24#119
FollowIR · Mean over tasks · English-1.3#95
FollowIR · Mean over task types · English-1.3#95
FollowIR · Instruction Reranking · English-1.3#95
MTEB Spanish v1 · Clustering · Spanish41.2#74
MTEB Spanish v1 · Pair Classification · Spanish57.1#138
MTEB Spanish v1 · Reranking · Spanish40.5#72
MTEB Spanish v1 · Classification · Spanish72.3#68
MTEB Thai v1 · Pair Classification · Thai53.7#108
MTEB Thai v1 · Clustering · Thai4.5#122
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)43.1#88
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)45.9#74
MTEB Scandinavian v1 · Classification · multilingual (6 languages)46.9#138
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)38.6#89
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)32.6#109
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)65.4#88
CoIR · Mean over tasks · multilingual (9 languages)50.3#55
CoIR · Mean over task types · multilingual (9 languages)50.3#55
CoIR · Retrieval · multilingual (9 languages)50.3#55
MTEB Code v1 · Mean over tasks · multilingual (15 languages)53.3#49
MTEB Code v1 · Mean over task types · multilingual (15 languages)53.3#49
MTEB Code v1 · Retrieval · multilingual (15 languages)53.3#49
MTEB Russian v1.1 · Mean over tasks · Russian26.2#79
MTEB Russian v1.1 · Mean over task types · Russian27.4#72
MTEB Russian v1.1 · Classification · Russian29#122
MTEB Russian v1.1 · Clustering · Russian16.2#122
MTEB Russian v1.1 · Reranking · Russian27.3#97
MTEB Russian v1.1 · Multilabel Classification · Russian25.8#133
MTEB Russian v1.1 · STS · Russian35.6#118
MTEB Russian v1.1 · Retrieval · Russian11#65
MTEB Russian v1.1 · Pair Classification · Russian46.6#173
RTEB French beta · Mean over tasks · multilingual (2 languages)22.9#122
RTEB German beta · Mean over tasks · German13.3#169
RTEB Law beta · Mean over tasks · multilingual (4 languages)32.9#126
MTEB multilingual v2 · Clustering · multilingual (208 languages)40.4#92
MTEB multilingual v2 · Classification · multilingual (119 languages)47#120
MTEB multilingual v2 · Retrieval · multilingual (120 languages)39.3#102
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)16.8#97
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)26.6#114
MTEB multilingual v2 · Instruction Reranking · English-1.3#95
MTEB multilingual v2 · Reranking · multilingual (22 languages)46#108
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)71#153

FAQ

How much does Granite Embedding 125M English cost?›

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

How good is Granite Embedding 125M English, and what is it best at?›

#56 of 200 in Embeddings.

Is Granite Embedding 125M English better than Bge Large En v1.5?›

On MTEB Polish v1 · Clustering · Polish, Granite Embedding 125M English scores 31 vs 31 — about the same.

When was Granite Embedding 125M English released? Is there a newer version?›

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

Is Granite Embedding 125M English open source?›

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

Can I run Granite Embedding 125M English locally?›

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

What is Granite Embedding 125M English?›

Granite Embedding 125M English is an open-weights embeddings & retrieval model from IBM, released Dec 2024.

What are the best alternatives to Granite Embedding 125M English?›

Qwen 3 Embedding 8B (better).