Tencent Open‑Sources Hy‑MT: Offline Translation for 33 Languages Beats Google Translate

Tencent’s Hy‑MT1.5‑1.8B‑1.25bit model, now open‑source, runs entirely offline on smartphones, supports 33 languages, and—according to internal tests—delivers translation quality that surpasses Google Translate’s online service, highlighting the impact of 1.25‑bit quantization on model size and performance.

1.25bit quantizationHy-MTMobile AI

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Tencent Open‑Sources Hy‑MT: Offline Translation for 33 Languages Beats Google Translate

DataFunTalk

Apr 5, 2022 · Artificial Intelligence

Applying AI Technologies in the Youdao Dictionary Pen: Scanning, Offline Translation, and Edge ML Library

This article presents a technical overview of the Youdao Dictionary Pen, describing its hardware design, real‑time scanning and point‑query image processing, on‑device offline translation with model compression techniques, and the high‑performance Edge ML Library (EMLL) that enables efficient AI inference on constrained edge hardware.

AIEdge ComputingEdge ML Library

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Applying AI Technologies in the Youdao Dictionary Pen: Scanning, Offline Translation, and Edge ML Library