Hugging Face BlogApr 23, 2026, 12:00 AMimportant 75

如何在 Chrome 擴充功能中使用 Transformers.js 運行本地 AI 模型

Original: How to Use Transformers.js in a Chrome Extension

As browser-side computing power continues to improve, deploying AI models directly on the user's local device has become a popular trend…

本文介紹如何將 Hugging Face 的 Transformers.js 整合至 Chrome 擴充功能(Manifest V3)中。內容涵蓋在 Service Worker 與 Offscreen Document 中執行模型的架構設計,並說明如何利用 WebGPU 加速運算。這讓開發者能在不依賴外部 API 的情況下,於瀏覽器本地端實現文本分類、翻譯與圖像識別等 AI 功能。

As browser-side computing power continues to improve, deploying AI models directly on the user's local device has become a popular trend. Hugging Face has published an official tutorial guiding developers on how to integrate Transformers.js (specifically the WebGPU-enabled v3 release) into Chrome Extensions, enabling fully private, zero-API-cost, offline-capable AI applications.

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