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@ai-twinkle

Twinkle AI

🌟 Twinkle AI is a research community focused on building open-source Traditional Chinese language models.

About Twinkle AI

🌏 Website | 🎮 Discord | 😺 GitHub | 🤗 Hugging Face | 🤖 ModelScope | 🐳 Docker Hub | 🔗 Linkedin | 👥 Facebook

🌟 Twinkle AI is a research community founded in late 2024, dedicated to enhancing Traditional Chinese language models with local cultural context. Starting with open-source LLaMA models, we are developing practical technologies tailored to the linguistic nuances of Taiwan. Our community is made up of people from all walks of life, united by a shared passion for model training. From collecting region-specific corpora to training language models, we are committed to open-sourcing both our datasets and our models.

Our mission is to promote knowledge of large language model training through real-world practices. By embracing openness and collaboration, we aim to advance the local ecosystem in the field of generative AI.

👋 Join our Discord to connect and collaborate with the community!

Featured Projects

  • 📊 Twinkle Eval: A fast and accurate AI evaluation tool that uses parallel and randomized testing methods to provide objective performance analysis and stability assessments. It supports various commonly used benchmark datasets.
  • 📈 Eval Analyzer: A comprehensive visualization and analysis tool designed to interpret evaluation logs, providing deep insights into model performance through granular error tracking and comparative reporting.

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  1. Eval Eval Public

    Twinkle Eval:高效且準確的 AI 評測工具

    Python 89 16

  2. llm-lab llm-lab Public

    繁中模型研究與實作的 Lab

    Jupyter Notebook 52 4

  3. eval-analyzer eval-analyzer Public

    視覺化與分析 Twinkle Eval 評估結果

    Python 8 6

Repositories

Showing 10 of 13 repositories
  • tw-leetcode Public

    This dataset contains the solutions to the problems on LeetCode in Traditional Chinese.

    ai-twinkle/tw-leetcode’s past year of commit activity
    TypeScript 10 MIT 2 0 0 Updated Mar 11, 2026
  • tw-eval-leaderboard Public

    Twinkle Eval Leaderboard is a visualizer for comparing AI model performance with clear visualizations and tables. Twinkle Eval Leaderboard 是一款用於比較 AI 模型效能的視覺化工具,它以清晰的視覺化圖表和表格呈現。

    ai-twinkle/tw-eval-leaderboard’s past year of commit activity
    TypeScript 5 MIT 0 0 0 Updated Mar 9, 2026
  • ai-twinkle.github.io Public

    🌐 Twinkle AI Official Website

    ai-twinkle/ai-twinkle.github.io’s past year of commit activity
    Vue 4 MIT 5 5 (1 issue needs help) 1 Updated Mar 5, 2026
  • .github Public
    ai-twinkle/.github’s past year of commit activity
    1 0 0 0 Updated Feb 4, 2026
  • branding Public
    ai-twinkle/branding’s past year of commit activity
    1 0 0 0 Updated Feb 4, 2026
  • little_star_app Public

    A magical AI playground designed to bring the power of Large Language Models (LLMs) directly to your device.

    ai-twinkle/little_star_app’s past year of commit activity
    Dart 7 1 0 0 Updated Jan 18, 2026
  • eval-analyzer Public

    視覺化與分析 Twinkle Eval 評估結果

    ai-twinkle/eval-analyzer’s past year of commit activity
    Python 8 MIT 6 0 1 Updated Nov 26, 2025
  • gallery Public
    ai-twinkle/gallery’s past year of commit activity
    Python 3 1 0 0 Updated Oct 16, 2025
  • TwinRAD Public

    This repository implements a multi-agent red teaming framework designed to test the safety and robustness of large language models (LLMs). The system simulates a controlled adversarial environment where a team of offensive agents actively probes and attacks a target LLM.

    ai-twinkle/TwinRAD’s past year of commit activity
    Python 7 Apache-2.0 2 11 (2 issues need help) 0 Updated Oct 15, 2025
  • llm-lab Public

    繁中模型研究與實作的 Lab

    ai-twinkle/llm-lab’s past year of commit activity
    Jupyter Notebook 52 MIT 4 0 0 Updated Sep 17, 2025

Most used topics

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