sarankumar.space

Transformers Explained Simply

August 16, 2025

Start from raw tokens, walk through embeddings and positional encoding, and arrive at self-attention — no prior ML required.

Originally published on Medium (~710 words). Read the full piece here: Transformers Explained Simply.

PreviousAttention Is All You Need to UnderstandNextThe Only Prerequisites You Need for NLP