Introducing ZeroSearch – an open source method to train RAG retrievers without queries

Alibaba researchers introduce ZeroSearch, a method for training LLMs without using search APIs. It replaces real-time search with a document simulator to train QA models using multi-step reasoning. A 14B model trained this way outperforms Google Search-powered baselines on standard benchmarks. Training without external tools ZeroSearch removes the need for search APIs or browser-based tools […]

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