tree-of-thoughts VS Exa

Compare tree-of-thoughts vs Exa and see what are their differences.

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% (by kyegomez)

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)
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.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
tree-of-thoughts Exa
26 4
4,042 20
- -
8.8 8.8
2 months ago 29 days ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

tree-of-thoughts

Posts with mentions or reviews of tree-of-thoughts. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-17.
  • [D] Potential scammer on github stealing work of other ML researchers?
    3 projects | /r/MachineLearning | 17 Aug 2023
    I checked the issues and found https://github.com/kyegomez/tree-of-thoughts/issues/78
  • (2/2) May 2023
    14 projects | /r/dailyainews | 2 Jun 2023
    Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70% (https://github.com/kyegomez/tree-of-thoughts)
  • Statement on AI Extinction - Signed by AGI Labs, Top Academics, and Many Other Notable Figures
    4 projects | /r/singularity | 30 May 2023
    same deal with amplification research like Tree of Thoughts, AdaPlanner, and Ghost in the Minecraft. same deal with agentized LLMs like Auto-GPT emphasizing testing regimens. they want efficiency and explainability, not this "mine is bigger than yours" nonsense coming out of Microsoft, Google, or Meta (which isn't even the entire picture of the opensource ML research within those firms either). There's this idealized "neurosymbolic AI" where everyone just wants code to do a job, so there should only be so much probabilistic behavior to learn the jobs that aren't learned to begin with, but the fact remains that the actual researchers and engineers want something that is as deterministic as imperative language can be. perhaps we'll achieve functional depth, and instead of some outdated "paperclip maximizer", we summon Maxwell's demon via a "complete" Church-Turing thesis. in other words, while a "vastly superior being in intelligence" is a really bad time for anyone that has an intellect-based superiority complex, the rest of us are humble enough to utilize this information science to further explore the unknown.
  • Tree of Thought (ToT) and AutoGPT
    3 projects | /r/AutoGPT | 28 May 2023
  • Tree of Thoughts
    1 project | /r/patient_hackernews | 26 May 2023
    1 project | /r/hackernews | 26 May 2023
    1 project | /r/hypeurls | 26 May 2023
    10 projects | news.ycombinator.com | 26 May 2023
    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.

  • Has anybody tried their models with "Tree of Thoughts"?
    4 projects | /r/LocalLLaMA | 25 May 2023
    I hacked a dirty PR into this derivative repo, to run it with oobabooga API: https://github.com/kyegomez/tree-of-thoughts/pull/8
  • Tree of Thoughts: Deliberate Problem Solving with LLMs
    1 project | news.ycombinator.com | 24 May 2023

Exa

Posts with mentions or reviews of Exa. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-26.
  • Tree of Thoughts
    10 projects | news.ycombinator.com | 26 May 2023
    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

  • Loss Function to rule them all Announcing Nebula
    1 project | news.ycombinator.com | 24 Apr 2023
  • Announcing: Exa, an EXA-Scale Repository of Multi-Modality Resources
    2 projects | news.ycombinator.com | 14 Apr 2023
    Agora, the Multi-Modality research coalition brings forth a grand announcement that shall echo through the ages. In the grim darkness of the far future, we have discovered a beacon of hope, an EXA-Scale repository of Multi-Modality resources that shall illuminate our path towards a brighter destiny for humanity.

    This Exa scale open source repository encompasses a vast array of papers, models, and foundational libraries, all dedicated to the pursuit of knowledge and the advancement of our species. With the power of Multi-Modality AI and the collaborative efforts of Agora, we shall overcome the challenges that have long plagued our people and forge a new era of prosperity and progress.

    Join us in this crusade to reshape the future of humanity. Explore the depths of this EXA-Scale repository and harness the wisdom contained within. Together, we shall deconstruct the falsehoods that have held us back and reconstruct a new reality based on truth, progress, and unity.

    In this new dawn, we shall rise above the darkness that has shrouded our past and embrace a future where our potential is limitless. Stand with me, noble denizens of YC Hacker News, as we embark on this grand journey towards a brighter future.

    For Humanity!

    Discover the EXA-Scale repository of Multi-Modality resources now:

    https://github.com/kyegomez/EXA

    And join Agora, the Multi-Modality research organization creating super intelligent multi-Modal AI Models to advance Humanity!

What are some alternatives?

When comparing tree-of-thoughts and Exa you can also consider the following projects:

Awesome-Prompt-Engineering - This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

tree-of-thought-puzzle-solver - The Tree of Thoughts (ToT) framework for solving complex reasoning tasks using LLMs

tree-of-thought-llm - [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

GirlfriendGPT - Girlfriend GPT is a Python project to build your own AI girlfriend using ChatGPT4.0

prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.

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

Neurite - Fractal Graph Desktop for Ai-Agents, Web-Browsing, Note-Taking, and Code.

gptqlora - GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ

chathub - All-in-one chatbot client

chain-of-thought-hub - Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

gorilla - Gorilla: An API store for LLMs