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Bhumi Heda · @bhumi

Transformer From Scratch Github

From github.com

I created the Transformer_from_scratch repository on my GitHub account @Shenandoah26-05. It is a Python + PyTorch implementation of the original Attention Is All You Need Transformer for English→French translation using the Helsinki‑NLP/opus_books dataset.

The repository Transformer_from_scratch is the only one showing a star count, with 1 star.

Python, 1 star.

A PyTorch implementation of the original Transformer from Attention Is All You Need built without nn.Transformer or other prebuilt attention modules.

Encoder / decoder layers (N) | 6

Model dimension (d_model) | 512

Attention heads (h) | 8

Feed-forward dimension (d_ff) | 2048

Dropout | 0.1

Label smoothing | 0.1

Batch size | 3

Epochs | 5

Optimizer | Adam, lr = 1e-4, eps = 1e-9

Training loss (last run) | 80