NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval

Huggingface··Submitted by Mads Kristian Nylund
Open Source AIAI InfrastructureAI Evaluation

NVIDIA Nemotron 3 Embed, a collection of open and commercially available embedding models, achieves top performance on the RTEB leaderboard, offering high accuracy and efficiency in retrieval tasks. The 1B-NVFP4 variant leverages NVIDIA Blackwell hardware for low-latency, high-throughput retrieval, achieving 99%+ BF16 accuracy and reducing error rates by 27% compared to its predecessor. The models support customization, multilingual and code retrieval, and are available on platforms like Hugging Face and NVIDIA NIM, with open-source training recipes for domain adaptation and compression.

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