This is the Windows app named Official Repo of Tree of Thoughts (ToT) whose latest release can be downloaded as v0.1.0.zip. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named Official Repo of Tree of Thoughts (ToT) with OnWorks for free.
Follow these instructions in order to run this app:
- 1. Downloaded this application in your PC.
- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 3. Upload this application in such filemanager.
- 4. Start any OS OnWorks online emulator from this website, but better Windows online emulator.
- 5. From the OnWorks Windows OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 6. Download the application and install it.
- 7. Download Wine from your Linux distributions software repositories. Once installed, you can then double-click the app to run them with Wine. You can also try PlayOnLinux, a fancy interface over Wine that will help you install popular Windows programs and games.
Wine is a way to run Windows software on Linux, but with no Windows required. Wine is an open-source Windows compatibility layer that can run Windows programs directly on any Linux desktop. Essentially, Wine is trying to re-implement enough of Windows from scratch so that it can run all those Windows applications without actually needing Windows.
SCREENSHOTS:
Official Repo of Tree of Thoughts (ToT)
DESCRIPTION:
Language models are increasingly being deployed for general problem-solving across a wide range of tasks, but are still confined to token-level, left-to-right decision-making processes during inference. This means they can fall short in tasks that require exploration, strategic lookahead, or where initial decisions play a pivotal role. To surmount these challenges, we introduce a new framework for language model inference, Tree of Thoughts (ToT), which generalizes over the popular Chain of Thought approach to prompting language models and enables exploration over coherent units of text (thoughts) that serve as intermediate steps toward problem-solving. ToT allows LMs to perform deliberate decision-making by considering multiple different reasoning paths and self-evaluating choices to decide the next course of action, as well as looking ahead or backtracking when necessary to make global choices.
Features
- Set up OpenAI API key and store in environment variable OPENAI_API_KEY
- Install tot package in two ways
- Run experiments
- Setting up a new task is easy, and mainly involves two steps
- Official implementation for paper Tree of Thoughts: Deliberate Problem Solving with Large Language Models
- with code, prompts, model outputs
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/official-repo-of-tot.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.