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NV-Embed-v2

NV-Embed-v2 presents several new designs, including having the LLM attend to latent vectors for better pooled embedding output, and demonstrating a two-staged instruction tuning method to enhance the accuracy of both retrieval and non-retrieval tasks.

text → embedding · made by NVIDIA

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About

NV-Embed-v2 — a vectors model from NVIDIA.

It takes text and returns vectors. It was published in August 2024. The catalogue files it under embedding. Its weights are published, but the licence forbids selling what it produces.

Every current figure

Maker
NVIDIA
Register
model
Takes
text
Returns
embedding
Published
August 2024
Parameters
7.9 billion · read from its own weights
Licence
cc-by-nc-4.0

Known as 1 name

nvidia/NV-Embed-v2