Nemotron-3-Embed-8B

embed

Nemotron-3-Embed-8B is a multilingual text embedding model from NVIDIA, based on Ministral-3-8B, that maps text into 4096-dimensional dense vectors for retrieval and semantic similarity. Spanning 34 languages, it targets multilingual RAG and question-answering over large corpora and achieves state-of-the-art results on the RTEB leaderboard.

Capabilities

Infrastructure
Streaming

Details

Model IDnvidia/Nemotron-3-Embed-8B
Provider DeepInfra
Creator NVIDIA
Family—
License—
Statusactive
Typeembed
Input modalitiestext
Output modalitiesembedding
Open weightYes
Parameters—
Architecture—
Context window—
Max input—
Max output—
Reasoning tokens—
Knowledge cutoff—
Release date—
Sourceofficial

Endpoints

EmbeddingsPOST
Generate vector embeddings for texthttps://api.deepinfra.com/v1/openai/v1/embeddings

API

GET/v1/models/deepinfra/nvidia/Nemotron-3-Embed-8B

Nemotron-3-Embed-8B

nvidia/Nemotron-3-Embed-8B

Nemotron-3-Embed-8B is a multilingual text embedding model from NVIDIA, based on Ministral-3-8B, that maps text into 4096-dimensional dense vectors for retrieval and semantic similarity. Spanning 34 languages, it targets multilingual RAG and question-answering over large corpora and achieves state-of-the-art results on the RTEB leaderboard.

Changes · 2 entries
nvidia/Nemotron-3-Embed-8Bcreateca7a400Nov 2, 2026, 03:02 AM
nvidia/Nemotron-3-Embed-8Bcreate20c73acJul 17, 2026, 02:34 AM