Shypd.aiThe largest open index of AI toolsR1-Searcher is an AI Search Engines tool that incentivizes the search capability in LLMs via reinforcement learning. It enables LLMs to adaptively use internal and external knowledge for improved reasoning.
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R1-Searcher is an open-source framework designed to enhance the search capabilities of Large Language Models (LLMs) through a two-stage outcome-supervision reinforcement learning approach. It teaches LLMs to effectively invoke and utilize web search during the reasoning process, without requiring instruction fine-tuning for cold start. The framework is compatible with existing Base LLMs or Chat LLMs and focuses on dynamic knowledge acquisition and memorization. It includes components for training code, inference code, model checkpoints, and detailed technical reports, making it a valuable resource for researchers and developers working on advanced LLM applications.
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