Amazon Titan Embed Text v2

Apr 2024
Amazon Titan Embed Text v2
Compare in
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$0.02per 1M tokens
70.1ChemTEB
Apr 2024released
8K tokensMax input

Ranking?

Full ranking →
1ICT TIME And Querit Embedding v186.72F2LLM v2 8B86.63BOOM 4B v186.34F2LLM v2 14B865Text Embedding 3 Large85.9
···
32All MiniLM L12 v280.233Amazon Titan Embed Text v280.234F2LLM v2 330M80.2

Alternatives?

ModelScoreCostPriceWhat changes
CheaperBge Large En v1.5unstatedOpen+3%-50%$0.01Max input: 8K tokens → 1K tokensIOpenICT TIME And Querit Embedding v1unstated+8%——sCheaperAll Mpnet Base v2unstatedOpen+2%-75%$0.005Max input: 8K tokens → 0K tokenssCheaperAll MiniLM L6 v2unstatedOpen+2%-75%$0.005Max input: 8K tokens → 0K tokensCheaperBge Base En v1.5unstatedOpensame-75%$0.005Max input: 8K tokens → 1K tokens

History

2 versions
80828486Oct 23Jan 24Apr 24Release dateChemTEB · Classificationv1v2
80828486Oct 23Jan 24Apr 24Release dateChemTEB · Classificationv1v2

Benchmarks

in Embeddings & Retrieval
ChemTEB · Mean over tasks · multilingual (13 languages)70.8#19
ChemTEB · Mean over task types · multilingual (13 languages)52.3#13
ChemTEB · Retrieval · English70.1#32
ChemTEB · Clustering · English49.3#14
ChemTEB · Classification · English80.2#33
ChemTEB · Bitext Mining · English0.2#27
ChemTEB · Pair Classification · multilingual (13 languages)61.6#13

FAQ

How much does Amazon Titan Embed Text v2 cost?›

$0.02 per 1M tokens.

Is Amazon Titan Embed Text v2 free to use?›

There is no free API; it costs $0.02 per 1M tokens.

How good is Amazon Titan Embed Text v2, and what is it best at?›

#31 of 51 in Embeddings.

Is Amazon Titan Embed Text v2 better than All MiniLM L12 v2?›

On ChemTEB · Classification · English, Amazon Titan Embed Text v2 scores 80.2 vs 80.2 — about the same. It is 300% more expensive.

When was Amazon Titan Embed Text v2 released? Is there a newer version?›

Released 2024-04-30. It is the current version in its line.

Is Amazon Titan Embed Text v2 open source?›

No, Amazon Titan Embed Text v2 is a closed model available through an API. The closest open-weights option here is ICT TIME And Querit Embedding v1.

What is Amazon Titan Embed Text v2?›

Amazon Titan Embed Text v2 is a closed embeddings & retrieval model from Amazon, released Apr 2024.

What are the best alternatives to Amazon Titan Embed Text v2?›

Bge Large En v1.5 (cheaper), ICT TIME And Querit Embedding v1 (open weights).