Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2 – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Zhiyong Ban <![CDATA[Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2]]> http://www.open-lab.net/blog/?p=82196 2025-02-17T05:23:38Z 2024-05-13T17:17:38Z In the first post, we walked through the prerequisites for a neural machine translation example from English to Chinese, running the pretrained model with NeMo,...]]> In the first post, we walked through the prerequisites for a neural machine translation example from English to Chinese, running the pretrained model with NeMo,...Decorative image of a globe surrounded by people speaking and texting in different languages, with the text Part 2.

In the first post, we walked through the prerequisites for a neural machine translation example from English to Chinese, running the pretrained model with NeMo, and evaluating its performance. In this post, we walk you through curating a custom dataset and fine-tuning the model on that dataset. Custom data collection is crucial in model fine-tuning because it enables a model to adapt to��

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