Tencent Technical Engineering
Apr 16, 2025 · Artificial Intelligence
Understanding Transformer Architecture for Chinese‑English Translation: A Practical Guide
This practical guide walks through the full Transformer architecture for Chinese‑to‑English translation, detailing encoder‑decoder structure, tokenization and embeddings, batch handling with padding and masks, positional encodings, parallel teacher‑forcing, self‑ and multi‑head attention, and the complete forward and back‑propagation training steps.
EmbeddingPositional EncodingPyTorch
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