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  💬 [Discord](https://discord.gg/Cx737yw4ed) | 😺 [GitHub](https://github.com/ai-twinkle) | 🤗 [Hugging Face](https://huggingface.co/twinkle-ai) | 🔗 [Linkedin](https://www.linkedin.com/company/twinkle-ai/)
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- 🌟 **Twinkle AI** 是一個在 2024 年底誕生的繁中語言模型研究社群,起步於 Llama 開源模型,逐步打造出專屬於繁體中文的落地技術。社群成員來自各行各業,因熱愛模型訓練而聚,從蒐集繁中語料到模型訓練,本社群持績開源繁中訓練集文本以及繁中大語言模型。社群旨在用實際行動推廣大語言模型的訓練知識,並希望透過開放與共享,推動臺灣在生成式 AI 領域的發展。
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- ## 已開源項目
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- - [Twinkle Eval](https://github.com/ai-twinkle/Eval):高效且準確的 AI 評測工具,採用並行且隨機化測試方法,提供客觀的模型性能分析與穩定性評估,並支援多種常見評測數據集。
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- 👋 歡迎加入社群 [Discord](https://discord.gg/Cx737yw4ed) 一起討論。
 
 
 
 
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  💬 [Discord](https://discord.gg/Cx737yw4ed) | 😺 [GitHub](https://github.com/ai-twinkle) | 🤗 [Hugging Face](https://huggingface.co/twinkle-ai) | 🔗 [Linkedin](https://www.linkedin.com/company/twinkle-ai/)
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+ 🌟 **Twinkle AI** is a Traditional Chinese language model research community founded in late 2024. Starting with the open-source LLaMA models, we are gradually building practical technologies tailored for Traditional Chinese. Our community is made up of people from all walks of life, united by a shared passion for model training. From collecting Traditional Chinese corpora to training language models, we are committed to open-sourcing both our datasets and our models.
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+ Our mission is to promote knowledge of large language model training through real-world practices. By embracing openness and collaboration, we aim to advance Taiwan’s development in the field of generative AI.
 
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+ ### Open-Source Projects
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+ - **[Twinkle Eval](https://github.com/ai-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.
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+ 👋 Join our [Discord](https://discord.gg/Cx737yw4ed) to connect and collaborate with the community!