tree-of-thoughts
Sophia
| tree-of-thoughts | Sophia | |
|---|---|---|
| 26 | 3 | |
| 4,042 | 361 | |
| - | - | |
| 8.8 | 7.0 | |
| 2 months ago | 6 months ago | |
| Python | Python | |
| Apache License 2.0 | 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 perhaps we'll achieve functional depth, and instead of some outdated "paperclip maximizer", we summon Maxwell's demon via a "complete" Church-Turing thesis.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
Sophia
- [D] Potential scammer on github stealing work of other ML researchers?
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[R] Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
Github repo
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The Sophia optimizer, a faster alternative to AdamW
Code: https://github.com/kyegomez/Sophia
Looking forward to trying it out this week
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
Adan-pytorch - Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch
tree-of-thought-llm - [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Otter - 🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
GirlfriendGPT - Girlfriend GPT is a Python project to build your own AI girlfriend using ChatGPT4.0
Adan - Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
LOGICGUIDE - Plug in and Play implementation of "Certified Reasoning with Language Models" that elevates model reasoning by 40%
Mr.-Ranedeer-AI-Tutor - A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
Sophia - The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
Neurite - Fractal Graph Desktop for Ai-Agents, Web-Browsing, Note-Taking, and Code.
deep-daze - Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun