{"id":28943,"date":"2025-08-02T05:52:29","date_gmt":"2025-08-02T05:52:29","guid":{"rendered":"https:\/\/youzum.net\/building-a-transformer-model-for-language-translation\/"},"modified":"2025-08-02T05:52:29","modified_gmt":"2025-08-02T05:52:29","slug":"building-a-transformer-model-for-language-translation","status":"publish","type":"post","link":"https:\/\/youzum.net\/th\/building-a-transformer-model-for-language-translation\/","title":{"rendered":"Building a Transformer Model for Language Translation"},"content":{"rendered":"<p>This post is divided into six parts; they are: \u2022 Why Transformer is Better than Seq2Seq \u2022 Data Preparation and Tokenization \u2022 Design of a Transformer Model \u2022 Building the Transformer Model \u2022 Causal Mask and Padding Mask \u2022 Training and Evaluation Traditional seq2seq models with recurrent neural networks have two main limitations: \u2022 Sequential processing prevents parallelization \u2022 Limited ability to capture long-term 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