Tree of Thoughts

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • tree-of-thought-llm

    [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

  • This is Shunyu, author of Tree oF Thoughts (arxiv.org/abs/2305.10601).

    The official code to replicate paper results is https://github.com/ysymyth/tree-of-thought-llm

    Not https://github.com/kyegomez/tree-of-thoughts which according to many who told me, is not right/good implementation of ToT, and damages the reputation of ToT

    I explained the situation here: https://twitter.com/ShunyuYao12/status/1663946702754021383

    I'd appreciate your help by unstaring his and staring mine, as currently Github and Google searches go to his repo by default, and it has been very misleading for many users.

  • tree-of-thoughts

    Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

  • This is Shunyu, author of Tree oF Thoughts (arxiv.org/abs/2305.10601).

    The official code to replicate paper results is https://github.com/ysymyth/tree-of-thought-llm

    Not https://github.com/kyegomez/tree-of-thoughts which according to many who told me, is not right/good implementation of ToT, and damages the reputation of ToT

    I explained the situation here: https://twitter.com/ShunyuYao12/status/1663946702754021383

    I'd appreciate your help by unstaring his and staring mine, as currently Github and Google searches go to his repo by default, and it has been very misleading for many users.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Exa

    Unleash the full potential of exascale LLMs on consumer-class GPUs, proven by extensive benchmarks, with no long-term adjustments and minimal learning curve. (by kyegomez)

  • The author appears motivated by some... interesting... beliefs. Hard to tell if this entire thing is a joke or not.

    https://github.com/kyegomez/EXA#for-humanity

    https://blog.apac.ai/liberation-awaits

  • Mr.-Ranedeer-AI-Tutor

    A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

  • Another use of ideas from the same paper, but this time to produce lesson plans for an AI tutor:

    https://github.com/JushBJJ/Mr.-Ranedeer-AI-Tutor/tree/testin...

  • tree-of-thought-puzzle-solver

    The Tree of Thoughts (ToT) framework for solving complex reasoning tasks using LLMs

  • BTW the ToT implementation of https://arxiv.org/abs/2305.08291 is also available on GitHub:

    https://github.com/jieyilong/tree-of-thought-puzzle-solver

    "Large Language Model Guided Tree-of-Thought"

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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