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Learn more AI models Fast, accurate retrieval with NVIDIA Nemotron 3 Embed NVIDIA Nemotron 3 Embed models are now available in Baseten. Authors Albert Lee Last updated July 16, 2026 Share TL;DR NVIDIA Nemotron 3 Embed helps AI systems find relevant information in large collections of text and code. The larger 8B model delivers leading retrieval accuracy, while the smaller, faster 1B model retains 95% of that accuracy. Both are now available on Baseten for AI agents, enterprise search, and code retrieval. Starting today, NVIDIA Nemotron 3 Embed 8B and NVIDIA Nemotron 3 Embed 1B are available on Baseten, giving developers two complementary options for balancing retrieval accuracy with indexing speed. Embeddings are the memory layer for retrieval Retrieval starts by giving information an address. An embedding model converts data, like text, into a list of numbers called an embedding . In this mathematical space, passages with similar meanings sit close together, even when they use different words. A vector index stores these embeddings and makes them fast to search. 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