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Sgpt Bloom 7b1 Msmarco

Aug 2022
bSgpt Bloom 7b1 Msmarco
Compare in
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self-host onlyprice
39.5MTEB English v2
Aug 2022released
0K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Qwen 3 Embedding 4B89.92Qwen 3 Embedding 8B89.83Alpha Sts v087.64Jina Embeddings v5 Text Small87.55Jina Embeddings v5 Omni Small87.5
···
54STS Multilingual Mpnet Base v260.855Sgpt Bloom 7b1 Msmarco50.956Udever Bloom 1b150

Strong at

C
Embeddings & Retrieval#150 of 200

Run it yourself

estimate
Fits on✓ 8 GB (phone, laptop) · 8-bit✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
Licencenot verified

Benchmarks

in Embeddings & Retrieval
MTEB Persian v2 · Reranking · Persian33.8#96
JMTEB v2 · Clustering · Japanese12#136
JMTEB v2 · STS · Japanese57#123
LongEmbed · Mean over tasks · English28.6#132
LongEmbed · Mean over task types · English28.6#132
LongEmbed · Retrieval · English28.6#132
MTEB German v1 · Pair Classification · German52.8#54
MTEB German v1 · STS · German39.7#123
MTEB German v1 · Clustering · German11.9#141
MTEB German v1 · Retrieval · German23.9#100
MTEB German v1 · Reranking · German22.3#94
MTEB Europe v1 · Instruction Reranking · English-3#164
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)5#158
MTEB Europe v1 · STS · multilingual (8 languages)62.7#75
MTEB Europe v1 · Pair Classification · multilingual (11 languages)80.1#128
MTEB Europe v1 · Clustering · multilingual (29 languages)27.5#145
MTEB Europe v1 · Retrieval · multilingual (25 languages)31.5#123
MTEB Europe v1 · Reranking · multilingual (12 languages)45.2#137
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)37.9#123
MTEB French v1 · STS · French63.8#89
MTEB French v1 · Retrieval · multilingual (2 languages)31#99
MTEB French v1 · Clustering · French32.4#98
MTEB French v1 · Reranking · French63.2#102
MTEB French v1 · Pair Classification · French63.5#43
MTEB French v1 · Summarization · French29.1#127
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)12.7#66
MTEB Indic v1 · STS · multilingual (13 languages)9.8#106
MTEB Indic v1 · Reranking · multilingual (2 languages)63.7#101
MTEB Indic v1 · Retrieval · multilingual (14 languages)31#74
MTEB Indic v1 · Pair Classification · Hindi56.5#110
MTEB Indic v1 · Clustering · multilingual (21 languages)2.4#186
MTEB Korean v2 · STS · Korean50.9#55
MTEB Korean v2 · Classification · Korean27.2#72
MTEB Korean v2 · Reranking · Korean26.9#66
MTEB Dutch v1 · Reranking · Dutch64.2#187
MTEB Polish v1 · Clustering · Polish19.8#110
MTEB Polish v1 · STS · Polish47.5#117
MTEB Polish v1 · Pair Classification · Polish61.9#125
MTEB Portuguese v1 · Multilabel Classification · Portuguese18.2#140
MTEB Law v1 · Mean over tasks · multilingual (3 languages)35.2#126
MTEB Law v1 · Mean over task types · multilingual (3 languages)35.2#126
MTEB Law v1 · Retrieval · multilingual (3 languages)35.2#126
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)38.9#73
MTEB Medical v1 · Mean over task types · multilingual (10 languages)39.5#51
MTEB Medical v1 · Retrieval · multilingual (10 languages)40.2#83
MTEB Medical v1 · Clustering · English26.4#212
MTEB Medical v1 · Reranking · Mandarin Chinese52#99
FollowIR · Mean over tasks · English-3#164
FollowIR · Mean over task types · English-3#164
FollowIR · Instruction Reranking · English-3#164
MTEB Spanish v1 · STS · multilingual (2 languages)67.4#50
MTEB Spanish v1 · Clustering · Spanish35.6#104
MTEB Spanish v1 · Pair Classification · Spanish60.1#103
MTEB Spanish v1 · Reranking · Spanish25.1#109
MTEB Thai v1 · Pair Classification · Thai53.9#106
MTEB Thai v1 · Clustering · Thai1.3#195
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)19#127
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)20.3#164
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)51.8#179
MTEB Russian v1.1 · Clustering · Russian16.2#121
MTEB Russian v1.1 · Reranking · Russian24.6#102
MTEB Russian v1.1 · Multilabel Classification · Russian25.1#149
MTEB Russian v1.1 · STS · Russian40.4#107
MTEB Russian v1.1 · Pair Classification · Russian47.6#161
RTEB French beta · Mean over tasks · multilingual (2 languages)20.4#131
RTEB German beta · Mean over tasks · German8.2#196
RTEB Law beta · Mean over tasks · multilingual (4 languages)23#190
MTEB multilingual v2 · Clustering · multilingual (208 languages)31.8#143
MTEB multilingual v2 · STS · multilingual (35 languages)57#90
MTEB multilingual v2 · Retrieval · multilingual (120 languages)35.3#128
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.3#160
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)29.9#101
MTEB multilingual v2 · Instruction Reranking · English-3#164
MTEB multilingual v2 · Reranking · multilingual (22 languages)43.5#124
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)72.3#110

FAQ

How much does Sgpt Bloom 7b1 Msmarco cost?›

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

Is Sgpt Bloom 7b1 Msmarco free to use?›

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

How good is Sgpt Bloom 7b1 Msmarco, and what is it best at?›

#150 of 200 in Embeddings.

Is Sgpt Bloom 7b1 Msmarco better than STS Multilingual Mpnet Base v2?›

On MTEB Korean v2 · STS · Korean, Sgpt Bloom 7b1 Msmarco scores 50.9 vs 60.8 — lower.

When was Sgpt Bloom 7b1 Msmarco released? Is there a newer version?›

Released 2022-08-26. It is the current version in its line.

Is Sgpt Bloom 7b1 Msmarco open source?›

Yes, the weights are open.

Can I run Sgpt Bloom 7b1 Msmarco locally?›

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

What is Sgpt Bloom 7b1 Msmarco?›

Sgpt Bloom 7b1 Msmarco is an open-weights embeddings & retrieval model from bigscience, released Aug 2022.

What are the best alternatives to Sgpt Bloom 7b1 Msmarco?›

Qwen 3 Embedding 8B (better), Qwen 3 Embedding 4B (open weights).