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NVIDIA's new Nemotron 3 Embed collection, led by an 8B model that ranks #1 on the RTEB leaderboard, delivers state-of-the-art retrieval quality and production-ready deployment options for RAG, agentic retrieval, and code search.

The transformers modeling backend for vLLM now achieves native-level inference speed for many LLM architectures, letting model authors use their existing code without porting.