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  # Overview
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  ToolMind-web-3B is a specialized lightweight agent built on top of the **Nanbeige4-3B** foundation model.
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- Following extensive **SFT (Supervised Fine-Tuning)** and **RL (Reinforcement Learning)** focused on search behaviors, we establish new performance frontiers on multiple long-horizon benchmarks, enabling reliable execution of up to hundreds of consecutive tool invocations.
 
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  # Highlights
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  # Overview
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  ToolMind-web-3B is a specialized lightweight agent built on top of the **Nanbeige4-3B** foundation model.
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+ Following extensive **SFT (Supervised Fine-Tuning)** and **RL (Reinforcement Learning)** focused on search behaviors,
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+ our model attains leading performance among small-scale models on multiple long-horizon leaderboards, enabling reliable execution of up to hundreds of consecutive tool invocations.
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  # Highlights
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