tree-of-thoughts
tree-of-thought-puzzle-solver
tree-of-thoughts | tree-of-thought-puzzle-solver | |
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26 | 8 | |
4,042 | 244 | |
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8.8 | 5.8 | |
2 months ago | 12 months ago | |
Python | Python | |
Apache License 2.0 | - |
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tree-of-thoughts
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[D] Potential scammer on github stealing work of other ML researchers?
I checked the issues and found https://github.com/kyegomez/tree-of-thoughts/issues/78
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(2/2) May 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)
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Statement on AI Extinction - Signed by AGI Labs, Top Academics, and Many Other Notable Figures
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 perhaps we'll achieve functional depth, and instead of some outdated "paperclip maximizer", we summon Maxwell's demon via a "complete" Church-Turing thesis.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
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Tree of Thoughts
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.
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Has anybody tried their models with "Tree of Thoughts"?
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
tree-of-thought-puzzle-solver
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Recursively Summarizing Enables Long-Term Dialogue Memory in LLMs
These folks think so.
https://github.com/jieyilong/tree-of-thought-puzzle-solver
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Apparently You can Perform a Tree of Thought Like Prompt with a single ChatGPT prompt
2305.08291.pdf (arxiv.org) pg 2.
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Tree of Thought (ToT) and AutoGPT
We also released our implementation of a ToT based Sudoku puzzle solver on Github in case you guys want to take a look: https://github.com/jieyilong/tree-of-thought-puzzle-solver
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Tree of Thoughts
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"
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Unlocking the Power of LLMs with the Tree-of-Thought Framework: A Quick Tutorial
The beauty of ToT is its versatility. It can be used with ChatGPT and can even be automated via API calls. You can check out the implementation of the ToT-based Sudoku solver on GitHub.
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Tree of LifeGPT-4 reasoning Improved 900%.
The author of this paper https://arxiv.org/pdf/2305.08291.pdf put the code on GitHub https://github.com/jieyilong/tree-of-thought-puzzle-solver
- Large Language Model Guided Tree-of-Thought
What are some alternatives?
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
dust - Amplify your team's potential with customizable and secure AI assistants.
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
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.
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
ai-pr-reviewer - AI-based Pull Request Summarizer and Reviewer with Chat Capabilities.
Mr.-Ranedeer-AI-Tutor - A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
Funnel-Transformer
Neurite - Fractal Graph Desktop for Ai-Agents, Web-Browsing, Note-Taking, and Code.
gptqlora - GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ