ZeroSearch simulates search engine interactions via supervised fine-tuning of a retrieval module and curriculum-based RL degradation of document quality, achieving comparable or superior performance to real search engines with 7B and 14B modules.
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ZeroSearch: Incentivize the Search Capability of LLMs without Searching
ZeroSearch simulates search engine interactions via supervised fine-tuning of a retrieval module and curriculum-based RL degradation of document quality, achieving comparable or superior performance to real search engines with 7B and 14B modules.