Benchmarking Project · Python

disposition-results

Result catalog for https://github.com/openconstruct/disposition a personality test for agents

jerry howell@openconstruct · Atlas 64.1 · #14= builder

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What it is

This repository hosts and visualizes results from the Disposition benchmark, providing tools to validate submissions and generate comparative charts of language models across seven dispositional traits.

Scored ata0b882a7 Nov 2026Changes since

Merit describes the code at this commit. Later pushes count once the owner rescans. How merit is scored

Where it counts

NLP & LLMs90%
Machine Learning80%
Data Science60%
MLOps40%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

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RankProjectBuilderFieldMerit

62byte-pair-encodingEducational Implementation · C++This repository provides a self-contained C++ implementation of the Byte Pair Encoding (BPE) tokenization algorithm, including a driver program that trains BPE on a text corpus and outputs the merged pairs. A companion Python script automates repeated compilation and execution…53.3/100ImplementationVraj PatelNLP & LLMs
63llm-trainerML Application · JavaScriptllm-trainer is a full-stack application that provides a graphical interface for browsing Hugging Face datasets and fine-tuning local LLMs. It consists of a React frontend, an Express backend with WebSocket support, and a Python training worker that uses the Hugging Face…53.0/100ImplementationMaster MindNLP & LLMs
64, shared rankmydotsAI Developer Tool · ShellA personal macOS dotfiles repository that bootstraps a development environment and includes a tool for managing Codex (an AI coding assistant) configuration via mise.52.6/100ImplementationLindsey CatlettNLP & LLMs
64, shared rankdisposition-resultsBenchmarking Project · Python52.6/100Implementationjerry howellNLP & LLMs
66voyagerAI Developer Tool · TypeScriptVoyager is a VSCode extension that integrates the SQLiteGraph ecosystem (magellan, llmgrep, mirage, splice) and tree-sitter parsers to provide code exploration features such as semantic search, control flow graph visualization, and impact analysis for Rust, C, C++, and Java…52.4/100ImplementationLuiz Cesar SpiesNLP & LLMs

What it is

Where it counts

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