d

Embedder 100p

Jul 2023
dEmbedder 100p
Compare in
on
self-host onlyprice
40.5MTEB English v2
Jul 2023released
768Dimensions
0K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Most Embed De60.92F2LLM v2 14B59.53Nemotron 3 Embed 1B BF1659.14F2LLM v2 8B59.15Inf Retriever v158.9
···
37Granite Embedding 278M Multilingual44.438Embedder 100p44.339Nomic Embed Text v1 Unsupervised44

Strong at

C
Embeddings & Retrieval#145 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
Licencenot verified

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English38.7#152
BEIR · Mean over task types · English38.7#152
BEIR · Retrieval · English38.7#152
MTEB Persian v2 · Reranking · Persian29.6#111
JMTEB v2 · Clustering · Japanese28.9#78
JMTEB v2 · STS · Japanese48.9#143
LongEmbed · Mean over tasks · English29.8#130
LongEmbed · Mean over task types · English29.8#130
LongEmbed · Retrieval · English29.8#130
MTEB German v1 · Mean over tasks · German50.8#31
MTEB German v1 · Mean over task types · German50.8#31
MTEB German v1 · Classification · German63#56
MTEB German v1 · Pair Classification · German55.7#19
MTEB German v1 · STS · German68.1#41
MTEB German v1 · Clustering · German29.3#52
MTEB German v1 · Retrieval · German44.3#38
MTEB German v1 · Reranking · German44.7#46
MTEB Europe v1 · Classification · multilingual (23 languages)50.8#81
MTEB Europe v1 · Instruction Reranking · English-2.8#156
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)11.1#117
MTEB Europe v1 · Pair Classification · multilingual (11 languages)82.2#110
MTEB Europe v1 · Clustering · multilingual (29 languages)38.5#72
MTEB Europe v1 · Retrieval · multilingual (25 languages)38.1#100
MTEB Europe v1 · Reranking · multilingual (12 languages)46.1#135
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)40.9#113
MTEB French v1 · Mean over tasks · multilingual (2 languages)48.3#57
MTEB French v1 · Mean over task types · multilingual (2 languages)49.5#61
MTEB French v1 · STS · French67.9#76
MTEB French v1 · Retrieval · multilingual (2 languages)30.9#100
MTEB French v1 · Classification · French56.3#67
MTEB French v1 · Clustering · French42.6#42
MTEB French v1 · Reranking · French65.1#93
MTEB French v1 · Pair Classification · French55.8#129
MTEB French v1 · Summarization · French27.8#151
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)43.6#59
MTEB Indic v1 · Mean over task types · multilingual (25 languages)31.9#57
MTEB Indic v1 · Classification · multilingual (8 languages)55.7#61
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)9.7#70
MTEB Indic v1 · STS · multilingual (13 languages)9.6#108
MTEB Indic v1 · Reranking · multilingual (2 languages)47.2#137
MTEB Indic v1 · Retrieval · multilingual (14 languages)26.1#79
MTEB Indic v1 · Pair Classification · Hindi61.7#90
MTEB Indic v1 · Clustering · multilingual (21 languages)13.4#97
MTEB Korean v2 · Classification · Korean34.5#67
MTEB Korean v2 · Reranking · Korean12.4#99
MTEB Dutch v1 · Reranking · Dutch71.1#173
MTEB Polish v1 · Mean over tasks · Polish46#68
MTEB Polish v1 · Mean over task types · Polish46.1#67
MTEB Polish v1 · Classification · Polish41#103
MTEB Polish v1 · Clustering · Polish28.6#63
MTEB Polish v1 · STS · Polish50#109
MTEB Polish v1 · Pair Classification · Polish64.9#101
MTEB Portuguese v1 · Multilabel Classification · Portuguese17.1#163
MTEB Law v1 · Mean over tasks · multilingual (3 languages)41.6#77
MTEB Law v1 · Mean over task types · multilingual (3 languages)41.6#77
MTEB Law v1 · Retrieval · multilingual (3 languages)41.6#77
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)29.6#106
MTEB Medical v1 · Mean over task types · multilingual (10 languages)25.9#105
MTEB Medical v1 · Retrieval · multilingual (10 languages)29.9#109
MTEB Medical v1 · Clustering · English38.1#63
MTEB Medical v1 · Reranking · Mandarin Chinese9.8#190
FollowIR · Mean over tasks · English-2.8#156
FollowIR · Mean over task types · English-2.8#156
FollowIR · Instruction Reranking · English-2.8#156
MTEB Spanish v1 · Clustering · Spanish42.2#64
MTEB Spanish v1 · Pair Classification · Spanish57.2#136
MTEB Spanish v1 · Reranking · Spanish28.1#102
MTEB Spanish v1 · Classification · Spanish73.7#63
MTEB Thai v1 · Pair Classification · Thai62.2#92
MTEB Thai v1 · Clustering · Thai32.8#95
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)39.4#105
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)39.1#107
MTEB Scandinavian v1 · Classification · multilingual (6 languages)49#93
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)23.2#124
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)33.9#96
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)50.3#186
MTEB Russian v1.1 · Mean over tasks · Russian28#70
MTEB Russian v1.1 · Mean over task types · Russian26.8#78
MTEB Russian v1.1 · Classification · Russian36.6#94
MTEB Russian v1.1 · Clustering · Russian27#98
MTEB Russian v1.1 · Reranking · Russian14.8#134
MTEB Russian v1.1 · Multilabel Classification · Russian25.7#137
MTEB Russian v1.1 · STS · Russian32.5#123
MTEB Russian v1.1 · Retrieval · Russian2.3#84
MTEB Russian v1.1 · Pair Classification · Russian48.6#143
RTEB French beta · Mean over tasks · multilingual (2 languages)13.4#157
RTEB German beta · Mean over tasks · German35.3#100
RTEB Law beta · Mean over tasks · multilingual (4 languages)34.6#109
MTEB multilingual v2 · Clustering · multilingual (208 languages)41.7#72
MTEB multilingual v2 · Classification · multilingual (119 languages)50.6#82
MTEB multilingual v2 · Retrieval · multilingual (120 languages)32.9#138
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)15.5#127
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)26.7#112
MTEB multilingual v2 · Instruction Reranking · English-2.8#156
MTEB multilingual v2 · Reranking · multilingual (22 languages)38.1#150
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)73.1#97

FAQ

How much does Embedder 100p cost?›

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

Is Embedder 100p free to use?›

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

How good is Embedder 100p, and what is it best at?›

#145 of 200 in Embeddings.

Is Embedder 100p better than Granite Embedding 278M Multilingual?›

On MTEB German v1 · Retrieval · German, Embedder 100p scores 44.3 vs 44.4 — about the same.

When was Embedder 100p released? Is there a newer version?›

Released 2023-07-24. It is the current version in its line.

Is Embedder 100p open source?›

Yes, the weights are open.

Can I run Embedder 100p locally?›

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

What is Embedder 100p?›

Embedder 100p is an open-weights embeddings & retrieval model from deepfile, released Jul 2023.

What are the best alternatives to Embedder 100p?›

Multilingual E5 Large Instruct (better), Most Embed De (open weights).