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Titan Text Embeddings V2 vs. Titan Embeddings G1 - Text

0

What is the difference between Titan Text Embeddings V2 and Titan Embeddings G1 - Text? Which is the more superior model for RAG?

Where can I find some benchmark data?

I currently have my own RAG pipeline and do not intend to use 'Knowledge bases'

Topics
Machine Learning & AIGenerative AI on AWS
Tags
Amazon Bedrock
Language
English
vikram
asked 9 months ago3.1K views
2 Answers
3

Hello.

I think the following AWS blog will be helpful.
https://aws.amazon.com/jp/blogs/machine-learning/get-started-with-amazon-titan-text-embeddings-v2-a-new-state-of-the-art-embeddings-model-on-amazon-bedrock/

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EXPERT
Riku_Kobayashi
answered 9 months ago
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EXPERT
Oleksii Bebych
reviewed 9 months ago
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EXPERT
Srini V
reviewed 9 months ago
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EXPERT
Didier_Durand
reviewed 9 months ago
1
Accepted Answer

Based on the MTEB leaderboard here's what I'm seeing:

  1. Titan-text-embeddings-v2 is at position 63
  2. There is no mention of Titan Embeddings G1 - Text
  3. Cohere-embed-english-v3.0 is at position 19

Thank you again for all the inputs.

vikram
answered 9 months ago
profile picture
EXPERT
Oleksii Bebych
reviewed 9 months ago

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