Hugging Face 的設計哲學:為什麼我們反其道而行,選擇「重複程式碼」?
Original: ~Don't~ Repeat Yourself
This classic blog post from Hugging Face examines the tension between software engineering principles and the demands of machine learning…
Hugging Face 探討了其開源庫 Transformers 的核心設計哲學。與傳統軟體工程極力避免重複程式碼(DRY 原則)不同,他們選擇了「重複自己」的「單一檔案政策」(Single-file policy)。這種設計讓每個模型(如 BERT、GPT)的程式碼都獨立完整,極大地提升了機器學習研究者的閱讀與修改效率,雖然增加了維護重複程式碼的成本,但換來了極高的靈活性。
This classic blog post from Hugging Face examines the tension between software engineering principles and the demands of machine learning (ML) research, revealing the core design philosophy behind the `transformers` library.
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