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NVIDIA Releases Nemotron 3 Embed, Open Embedding Models with Top RTEB Leaderboard Performance

Model release Provisional 95% confidence first seen

NVIDIA released Nemotron 3 Embed, a collection of open embedding models designed for retrieval-augmented generation and agentic systems. The 8B variant achieved the top ranking on the RTEB leaderboard with 78.46 NDCG@10 score, while the 1B variants deliver improved efficiency with 27-28% error rate reduction and up to 2x higher throughput on Blackwell hardware.

NVIDIA Nemotron 3 Embed Nemotron-3-Embed-1B-BF16 Nemotron-3-Embed-1B-NVFP4 Nemotron-3-Embed-8B-BF16 Blackwell MarkTechPost

Source coverage

NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval Hugging Face official NVIDIA AI Releases Nemotron 3 Embed: An Open Embedding Collection Whose 8B Checkpoint Ranks #1 on RTEB MarkTechPost

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