Translate English to French/German
Use our custom Transformer model trained on WMT17 to translate English sentences into French/German.
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Custom Transformer Inference
This demo uses a PyTorch Transformer trained from scratch with subword tokenization and beam search decoding.
- Model: Transformer with beam/greedy decoding
- Trained on: WMT16 EN→FR/DE
- Decoding: Configurable between greedy and beam search
- Deployed on: Local VM via Flask API
View Model Training & Comparison Charts
Model Size & Vocab Comparison
Training Metrics (Loss, BLEU)
BLEU Score Summary Tables
EN → FR
EN → DE
Transformer Architecture Diagram
This diagram illustrates the custom Transformer architecture used in our EN→FR/DE model, including Encoder/Decoder blocks, multi-head attention, and positional encodings.
