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An English Translation Model with Transformer and Memory Augmentation
Machine translation, as a core approach in natural language processing, plays a crucial role in promoting cross-lingual communication. This study proposes an English-to-target language translation model that integrates enhanced back-translation with translation memory, aiming to address the issues of low training effic...
Hunyuan-A13B Technical Report
We present Hunyuan-A13B, an open-source large language model based on a Mixture-of-Experts architecture. It contains 80 billion total parameters but activates only 13 billion during inference, balancing model capability, computational efficiency, and deployment cost. The model is pretrained on a rigorously filtered 20T...