IntermediateHands-on Project40+ hours

Transformer Implementation in PyTorch

From Theory to Real-World Application

Master the Transformer architecture from scratch. Learn attention mechanisms, positional encoding, and build a complete German-to-English translation model achieving 30+ BLEU score.

Chapters

Sections

30+

BLEU Score

Start Learning View Curriculum

3 sections

Ready to Master Transformers?

Join thousands of learners who have built their own neural machine translation systems from scratch.

Begin Your Journey

Transformer Implementation in PyTorch

Foundation

Prerequisites

Introduction to Transformers

Attention Mechanism From Scratch

Multi-Head Attention

Positional Encoding and Embeddings

Tokenization

Architecture

Generation

Training

Project

Advanced

Ready to Master Transformers?