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Tianxing Yan

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#natural language process... Preprint Sep 2026

Index-Translate: A Multilingual Translation Model Family -- Text, Speech, Controlled Dubbing, and Long-Document Translation

We introduce Index-Translate, a multilingual translation model family that combines a shared multilingual foundation with specialized training for general translation, instruction following, speech translation, controlled dubbing, and long-document translation. It includes three model sizes, 2B, 9B, and 35B-A3B, and su...

Tian-Jiao Li, Meng-Ran Yu, Chen-Yu Shi et al. · 0 citations

Preprint Jul 2026

Index SLM Technical Report

Control studies on model depth, learning-rate magnitude and scheduling, the interaction between learning-rate decay and data quality, and the effect of including instruction data during pre-training are reported, and an unexplained surge in benchmark performance midway through the constant-learning-rate phase is docume...

Lusheng Zhang, Shien He, Tianxing Yan et al. · 0 citations