Text model

Nemotron 3 Embed 8B BF16

Nemotron-3-Embed-8B-BF16 is NVIDIA's flagship multilingual text embedding model, built on a Ministral-3-8B based encoder. It generates dense vector representations for retrieval, semantic search, and RAG across 34 languages, and ranks first overall on the RTEB benchmark for embedding quality and agentic retrieval performance.

Type
Text
Weights
Open
Downloads
103k
Likes
102
Pipeline
sentence similarity
License
other

Model hub

nvidia/Nemotron-3-Embed-8B-BF16

Repo
nvidia/Nemotron-3-Embed-8B-BF16
Library
sentence-transformers
Access
Public
Technical tags and languages
en ar as bn bg zh da nl fi fr de hi id it ja ko ms mr ne no fa pt ro ru es sw sv sentence-transformers safetensors ministral3 feature-extraction text text-embeddings retrieval semantic-search transformers rag vllm sentence-similarity
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