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Udever Bloom 7b1

Oct 2023
iUdever Bloom 7b1
Compare in
on
self-host onlyprice
85.4MTEB English v2
Oct 2023released
4,096Dimensions
en, es, fr +28Languages

Rankingconfiguration unstated?

Full ranking →
1F2LLM v2 14B78.82FlowVec v1783F2LLM v2 8B77.94F2LLM v2 4B76.65F2LLM v2 1.7B74.2
···
51Udever Bloom 3B46.852Udever Bloom 7b145.653Static Similarity Mrl Multilingual v144.3

Run it yourself

Fits onhardware needs not verified yet
Licencehttps://huggingface.co/spaces/bigscience/licensecommercial use with conditions

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English49.3#107
BEIR · Mean over task types · English49.3#107
BEIR · Retrieval · English49.3#107
MTEB Mandarin Chinese v1 · Retrieval · Mandarin Chinese62.9#61
MTEB Mandarin Chinese v1 · STS · Mandarin Chinese46.8#54
MTEB Mandarin Chinese v1 · Reranking · Mandarin Chinese52.9#64
MTEB Mandarin Chinese v1 · Clustering · Mandarin Chinese42.3#66
MTEB Mandarin Chinese v1 · Pair Classification · Mandarin Chinese73.1#38
JMTEB v2 · Clustering · Japanese20#93
JMTEB v2 · STS · Japanese55.8#120
MTEB German v1 · Classification · German56.2#67
MTEB German v1 · Pair Classification · German53.5#38
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)24.2#158
MTEB Europe v1 · Instruction Reranking · English-1.3#98
MTEB Europe v1 · Pair Classification · multilingual (11 languages)81.9#98
MTEB French v1 · Summarization · French30.3#66
MTEB French v1 · Pair Classification · French64.7#34
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)45.6#52
MTEB Indic v1 · Mean over task types · multilingual (25 languages)30.9#55
MTEB Indic v1 · Classification · multilingual (8 languages)59.8#42
MTEB Indic v1 · Retrieval · multilingual (14 languages)31.2#67
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)6.9#72
MTEB Indic v1 · Reranking · multilingual (2 languages)59.8#104
MTEB Indic v1 · Pair Classification · Hindi58.2#100
MTEB Indic v1 · STS · multilingual (13 languages)-3.6#188
MTEB Indic v1 · Clustering · multilingual (21 languages)3.6#134
MTEB Dutch v1 · Reranking · Dutch55.3#196
MTEB Polish v1 · Pair Classification · Polish63.1#107
MTEB Portuguese v1 · Multilabel Classification · Portuguese20.2#72
MTEB Medical v1 · Clustering · English30.9#189
MTEB Medical v1 · Reranking · Mandarin Chinese46.4#101
FollowIR · Mean over tasks · English-1.3#98
FollowIR · Mean over task types · English-1.3#98
FollowIR · Instruction Reranking · English-1.3#98
MTEB Spanish v1 · Pair Classification · Spanish61.9#83
MTEB Thai v1 · Clustering · Thai1.2#195
MTEB Thai v1 · Pair Classification · Thai53.8#106
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)47.2#193
MTEB Russian v1.1 · Pair Classification · Russian50.2#133
MTEB Russian v1.1 · Multilabel Classification · Russian24.1#158
RTEB French beta · Mean over tasks · multilingual (2 languages)6.8#170
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)73.3#95
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)18.6#158
MTEB multilingual v2 · Instruction Reranking · English-1.3#98

FAQ

How much does Udever Bloom 7b1 cost?›

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

Is Udever Bloom 7b1 free to use?›

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

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

#74 of 238 in Embeddings.

Is Udever Bloom 7b1 better than Udever Bloom 3B?›

On MTEB Indic v1 · Mean over tasks · multilingual (25 languages), Udever Bloom 7b1 scores 45.6 vs 46.8 — lower.

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

Released 2023-10-24. It is the current version in its line.

Is Udever Bloom 7b1 open source?›

Yes, the weights are open (https://huggingface.co/spaces/bigscience/license licence).

Can I run Udever Bloom 7b1 locally?›

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

What is Udever Bloom 7b1?›

Udever Bloom 7b1 is an open-weights embeddings & retrieval model from izhx, released Oct 2023.

What are the best alternatives to Udever Bloom 7b1?›

Multilingual E5 Large Instruct (better), F2LLM v2 14B (open weights).