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Alibaba's ZeroSearch Teaches AI To Search Without Search Engines, Cuts Training Costs By 88%

8 May 2025
in Technology
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Alibaba's ZeroSearch Teaches AI To Search Without Search Engines, Cuts Training Costs By 88%
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Alibaba Group researchers have introduced “ZeroSearch,” a method that allows large language models (LLMs) to develop search capabilities without relying on external search engines during training. This approach, which involves supervised fine-tuning and a curriculum-based rollout strategy, showed performance on par with or better than models trained with real search engines across seven datasets, with substantial cost savings—an 88% reduction in training expenses. The technique is compatible with several model families, and the researchers have made their code, datasets, and pre-trained models available on GitHub and Hugging Face, aiding smaller AI companies.

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