s

Mmlw Roberta Large

Nov 2023
sMmlw Roberta Large
Compare in
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API price not publicprice
39.7MTEB English v2
Nov 2023released
1,024Dimensions
1K tokensMax input
PolishLanguages

Rankingconfiguration unstated?

Full ranking →
1F2LLM v2 8B602E5 Mistral 7B Instruct58.93F2LLM v2 14B58.24SFR Embedding 2 R57.65F2LLM v2 1.7B57.2
···
27Stella En 1.5B v545.528Mmlw Roberta Large45.429Mmlw E5 Base45.4

Strong at

C
Embeddings & Retrieval#148 of 200

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 · English35.8#158
BEIR · Mean over task types · English35.8#158
BEIR · Retrieval · English35.8#158
MTEB Persian v2 · Reranking · Persian18.3#143
JMTEB v2 · Clustering · Japanese15.3#121
JMTEB v2 · STS · Japanese3.9#170
LongEmbed · Mean over tasks · English37.4#90
LongEmbed · Mean over task types · English37.4#90
LongEmbed · Retrieval · English37.4#90
MTEB German v1 · Mean over tasks · German40.5#60
MTEB German v1 · Mean over task types · German38.1#70
MTEB German v1 · Classification · German52.2#84
MTEB German v1 · Pair Classification · German49.9#97
MTEB German v1 · STS · German49.3#94
MTEB German v1 · Clustering · German26.7#68
MTEB German v1 · Retrieval · German33.2#85
MTEB German v1 · Reranking · German17.5#113
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)47.8#43
MTEB Europe v1 · Mean over task types · multilingual (29 languages)41.9#43
MTEB Europe v1 · Classification · multilingual (23 languages)53.8#51
MTEB Europe v1 · Instruction Reranking · English-3.6#188
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)12.7#93
MTEB Europe v1 · STS · multilingual (8 languages)69.5#48
MTEB Europe v1 · Pair Classification · multilingual (11 languages)85#66
MTEB Europe v1 · Clustering · multilingual (29 languages)37#87
MTEB Europe v1 · Retrieval · multilingual (25 languages)37.4#104
MTEB Europe v1 · Reranking · multilingual (12 languages)46.9#133
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)38.2#122
MTEB French v1 · Mean over tasks · multilingual (2 languages)49.5#50
MTEB French v1 · Mean over task types · multilingual (2 languages)50.2#57
MTEB French v1 · STS · French70.5#64
MTEB French v1 · Retrieval · multilingual (2 languages)29.9#103
MTEB French v1 · Classification · French57.7#64
MTEB French v1 · Clustering · French45.4#28
MTEB French v1 · Reranking · French64#100
MTEB French v1 · Pair Classification · French54.1#161
MTEB French v1 · Summarization · French29.5#109
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)32.6#94
MTEB Indic v1 · Mean over task types · multilingual (25 languages)21.9#105
MTEB Indic v1 · Classification · multilingual (8 languages)44.1#88
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4.9#97
MTEB Indic v1 · STS · multilingual (13 languages)6.3#122
MTEB Indic v1 · Reranking · multilingual (2 languages)33.4#179
MTEB Indic v1 · Retrieval · multilingual (14 languages)9.2#134
MTEB Indic v1 · Pair Classification · Hindi51#168
MTEB Indic v1 · Clustering · multilingual (21 languages)4.1#116
MTEB Korean v2 · STS · Korean5.2#99
MTEB Korean v2 · Classification · Korean21.6#117
MTEB Korean v2 · Reranking · Korean5.5#137
MTEB Dutch v1 · Mean over tasks · Dutch38.5#90
MTEB Dutch v1 · Mean over task types · Dutch46.6#91
MTEB Dutch v1 · Retrieval · Dutch28.4#101
MTEB Dutch v1 · Classification · Dutch50.2#76
MTEB Dutch v1 · Multilabel Classification · Dutch30.5#87
MTEB Dutch v1 · STS · Dutch58#96
MTEB Dutch v1 · Clustering · Dutch24.6#77
MTEB Dutch v1 · Reranking · Dutch75.7#151
MTEB Dutch v1 · Pair Classification · Dutch58.5#120
MTEB Polish v1 · Classification · Polish66.4#22
MTEB Polish v1 · STS · Polish70.6#9
MTEB Polish v1 · Pair Classification · Polish89.2#3
MTEB Portuguese v1 · Multilabel Classification · Portuguese17.5#158
MTEB Law v1 · Mean over tasks · multilingual (3 languages)37.3#112
MTEB Law v1 · Mean over task types · multilingual (3 languages)37.3#112
MTEB Law v1 · Retrieval · multilingual (3 languages)37.3#112
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)39.2#71
MTEB Medical v1 · Mean over task types · multilingual (10 languages)29.7#96
MTEB Medical v1 · Retrieval · multilingual (10 languages)43#70
MTEB Medical v1 · Clustering · English37.3#68
MTEB Medical v1 · Reranking · Mandarin Chinese8.8#197
FollowIR · Mean over tasks · English-3.6#188
FollowIR · Mean over task types · English-3.6#188
FollowIR · Instruction Reranking · English-3.6#188
MTEB Spanish v1 · STS · multilingual (2 languages)64.3#57
MTEB Spanish v1 · Clustering · Spanish42.1#65
MTEB Spanish v1 · Pair Classification · Spanish59.8#106
MTEB Spanish v1 · Reranking · Spanish21.3#118
MTEB Thai v1 · Pair Classification · Thai51.4#150
MTEB Thai v1 · Clustering · Thai3.8#139
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.3#113
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)34.5#89
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)60.3#141
MTEB Russian v1.1 · Mean over tasks · Russian18.9#101
MTEB Russian v1.1 · Mean over task types · Russian20#103
MTEB Russian v1.1 · Classification · Russian24#142
MTEB Russian v1.1 · Clustering · Russian15.3#133
MTEB Russian v1.1 · Reranking · Russian8.7#154
MTEB Russian v1.1 · Multilabel Classification · Russian26.5#110
MTEB Russian v1.1 · STS · Russian16.9#134
MTEB Russian v1.1 · Retrieval · Russian1#95
MTEB Russian v1.1 · Pair Classification · Russian47.8#155
RTEB French beta · Mean over tasks · multilingual (2 languages)5.3#181
RTEB German beta · Mean over tasks · German13.6#166
RTEB Law beta · Mean over tasks · multilingual (4 languages)28.8#162
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)42.5#76
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)35.7#75
MTEB multilingual v2 · Clustering · multilingual (208 languages)41.1#81
MTEB multilingual v2 · STS · multilingual (35 languages)51.9#102
MTEB multilingual v2 · Classification · multilingual (119 languages)48.4#100
MTEB multilingual v2 · Retrieval · multilingual (120 languages)31.7#142
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)16.8#98
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)25.3#122
MTEB multilingual v2 · Instruction Reranking · English-3.6#188
MTEB multilingual v2 · Reranking · multilingual (22 languages)35.9#156
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)73.9#91

FAQ

How much does Mmlw Roberta Large cost?›

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

Is Mmlw Roberta Large free to use?›

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

How good is Mmlw Roberta Large, and what is it best at?›

#148 of 200 in Embeddings.

Is Mmlw Roberta Large better than Stella En 1.5B v5?›

On MTEB French v1 · Clustering · French, Mmlw Roberta Large scores 45.4 vs 45.5 — about the same.

When was Mmlw Roberta Large released? Is there a newer version?›

Released 2023-11-17. It is the current version in its line.

Is Mmlw Roberta Large open source?›

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

Can I run Mmlw Roberta Large locally?›

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

What is Mmlw Roberta Large?›

Mmlw Roberta Large is an open-weights embeddings & retrieval model from sdadas, released Nov 2023.

What are the best alternatives to Mmlw Roberta Large?›

Multilingual E5 Large Instruct (better), F2LLM v2 8B (open weights).