treequest

We have hosted the application treequest in order to run this application in our online workstations with Wine or directly.

Quick description about treequest:

TreeQuest, developed by SakanaAI, is a versatile Python library implementing adaptive tree search algorithms�such as AB?MCTS�for enhancing inference-time performance of large language models (LLMs). It allows developers to define custom state-generation and scoring functions (e.g., via LLMs), and then efficiently explores possible answer trees during runtime. With support for multi-LLM collaboration, checkpointing, and mixed policies, TreeQuest enables smarter, trial?and?error question answering by leveraging both breadth (multiple attempts) and depth (iterative refinement) strategies to find better outputs dynamically.

Features:

• AB?MCTS-A and AB?MCTS?M algorithms
• Support for multi?LLM generation strategies
• Custom node-generation and scoring via user functions
• Efficient checkpointing and resume capabilities
• Pythonic, lightweight API for search control
• Built-in utilities for extracting top?k states

Programming Language: Python.
Categories: