princeton-nlp/tree-of-thought-llm
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Implements tree search over LLM-generated thought sequences, combining configurable thought generators (sampling or sequential proposal) with state evaluators (independent value scoring or collective voting) and greedy/BFS selection strategies. Provides modular task framework supporting diverse problem types—demonstrated on Game of 24, creative writing, and crosswords—with pluggable prompts and OpenAI API backend for GPT-3.5/GPT-4 inference.
5,873 stars. No commits in the last 6 months.
Stars
5,873
Forks
600
Language
Python
License
MIT
Category
Last pushed
Jan 16, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/princeton-nlp/tree-of-thought-llm"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
open-thought/reasoning-gym
[NeurIPS 2025 Spotlight] Reasoning Environments for Reinforcement Learning with Verifiable Rewards
Hmbown/Hegelion
Dialectical reasoning architecture for LLMs (Thesis → Antithesis → Synthesis)
LLM360/Reasoning360
A repo for open research on building large reasoning models
bowang-lab/BioReason
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model | NeurIPS '25
TsinghuaC3I/Awesome-RL-for-LRMs
A Survey of Reinforcement Learning for Large Reasoning Models