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Nomic Embed Text v1 Ablated

Jan 2024
nNomic Embed Text v1 Ablated
Compare in
on
self-host onlyprice
50.8MTEB English v2
Jan 2024released
8K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1Yuan Embedding 2.0 En70.72Ingot 8B R3703Qwen 3 Embedding 8B69.44Geevec Embeddings 1.068.85Qwen 3 Embedding 4B68.5
···
107Gte Multilingual Base50.9108Nomic Embed Text v1 Ablated50.8109Nomic Embed Text v150.7

Strong at

B
Embeddings & Retrieval#100 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+10%—$0.002Max input: 8K tokens → 2K tokens+1IOpenYuan Embedding 2.0 Enunstated+39%——Memory (4-bit): 0.1 GB → 0.4 GBBetterBge Base En v1.5unstatedOpen+8%—$0.005Max input: 8K tokens → 1K tokensBetterQwen 3 Embedding 8BunstatedOpen+37%—$0.01Memory (4-bit): 0.1 GB → 4.5 GBBetterQwen 3 Embedding 0.6BunstatedOpen+22%—$0.01Memory (4-bit): 0.1 GB → 0.4 GB

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 · English51.4#87
BEIR · Mean over task types · English51.4#87
BEIR · Retrieval · English51.4#87
JMTEB v2 · STS · Japanese63.6#88
MTEB Europe v1 · Retrieval · multilingual (25 languages)44.3#54
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)41.6#108
MTEB Europe v1 · Classification · multilingual (23 languages)51.8#62
MTEB Europe v1 · Clustering · multilingual (29 languages)36.6#91
MTEB Europe v1 · Instruction Reranking · English-3.7#189
MTEB Europe v1 · Pair Classification · multilingual (11 languages)83.9#73
MTEB Europe v1 · Reranking · multilingual (12 languages)50.9#101
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)12.3#105
MTEB French v1 · Pair Classification · French54#162
MTEB Indic v1 · Retrieval · multilingual (14 languages)23.1#76
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)5.5#87
MTEB Indic v1 · Reranking · multilingual (2 languages)55.6#113
MTEB Indic v1 · Pair Classification · Hindi57.1#107
MTEB Indic v1 · STS · multilingual (13 languages)6#123
MTEB Indic v1 · Clustering · multilingual (21 languages)3.6#135
MTEB Dutch v1 · Reranking · Dutch80.5#111
MTEB Portuguese v1 · Multilabel Classification · Portuguese22.8#24
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)43.5#47
MTEB Medical v1 · Mean over task types · multilingual (10 languages)35#55
MTEB Medical v1 · Retrieval · multilingual (10 languages)47.8#48
MTEB Medical v1 · Clustering · English35.2#123
MTEB Medical v1 · Reranking · Mandarin Chinese22#126
FollowIR · Mean over tasks · English-3.7#189
FollowIR · Mean over task types · English-3.7#189
FollowIR · Instruction Reranking · English-3.7#189
MTEB Spanish v1 · Pair Classification · Spanish58.9#121
MTEB Thai v1 · Clustering · Thai3.6#155
MTEB Thai v1 · Pair Classification · Thai51.6#139
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)69.7#48
MTEB Russian v1.1 · Pair Classification · Russian47.7#157
RTEB French beta · Mean over tasks · multilingual (2 languages)25.9#110
RTEB German beta · Mean over tasks · German25.2#111
MTEB multilingual v2 · Classification · multilingual (119 languages)49.2#90
MTEB multilingual v2 · Clustering · multilingual (208 languages)40.4#89
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)72.1#113
MTEB multilingual v2 · Retrieval · multilingual (120 languages)40.7#88
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)28.6#102
MTEB multilingual v2 · Instruction Reranking · English-3.7#189
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)17.4#88
MTEB multilingual v2 · Reranking · multilingual (22 languages)45#113

FAQ

How much does Nomic Embed Text v1 Ablated cost?›

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

Is Nomic Embed Text v1 Ablated free to use?›

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

How good is Nomic Embed Text v1 Ablated, and what is it best at?›

#100 of 200 in Embeddings.

Is Nomic Embed Text v1 Ablated better than Gte Multilingual Base?›

On MTEB English v2 · Retrieval · English, Nomic Embed Text v1 Ablated scores 50.8 vs 50.9 — about the same.

When was Nomic Embed Text v1 Ablated released? Is there a newer version?›

Released 2024-01-15. It is the current version in its line.

Is Nomic Embed Text v1 Ablated open source?›

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

Can I run Nomic Embed Text v1 Ablated locally?›

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

What is Nomic Embed Text v1 Ablated?›

Nomic Embed Text v1 Ablated is an open-weights embeddings & retrieval model from nomic-ai, released Jan 2024.

What are the best alternatives to Nomic Embed Text v1 Ablated?›

EmbeddingGemma 300M (better), Yuan Embedding 2.0 En (open weights).