metadata
title: Ep. 7 — Tokenization & Embeddings
emoji: 🔤
colorFrom: gray
colorTo: purple
sdk: static
pinned: false
license: mit
Ep. 7 — Tokenization & Embeddings
How does a sentence become a list of vectors — and what does that space look like?
Contents
- Notebook:
tokenization_and_embeddings.ipynb
Sections
| # | Topic |
|---|---|
| 0 | Full pipeline — text → tokens → atom (live vLLM inference) |
| 1 | BPE tokenization from scratch |
| 2 | The embedding matrix — loading Qwen's actual weights |
| 3 | Exploring embedding space (t-SNE, cosine similarity, nearest neighbors) |