Shypd.aiThe largest open index of AI toolstreequest is an Open Source & Models tool that provides a tree search library with a flexible API for LLM inference-time scaling. It features AB-MCTS algorithms and supports customizable node generation and scoring logic.
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TreeQuest is an open-source Python library designed for advanced tree search algorithms, particularly useful for scaling Large Language Model (LLM) inference. It offers a flexible API that allows for customizable node generation and scoring logic, making it adaptable to various applications. The library implements AB-MCTS-A (ABMCTS with Node Aggregation) and AB-MCTS-M (ABMCTS with Mixed Models) algorithms, as well as Multi-LLM AB-MCTS support. Key features include checkpointing and resuming searches, an ask-tell interface for batched sampling, and visualization utilities to render search trees. TreeQuest is ideal for developers and researchers working on optimizing LLM performance and exploring complex decision-making processes.
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Free
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