Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
title: Ep. 7 — Tokenization & Embeddings
|
| 3 |
+
emoji: 🔤
|
| 4 |
+
colorFrom: gray
|
| 5 |
+
colorTo: purple
|
| 6 |
+
sdk: static
|
| 7 |
+
pinned: false
|
| 8 |
+
license: mit
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Ep. 7 — Tokenization & Embeddings
|
| 12 |
+
|
| 13 |
+
How does a sentence become a list of vectors — and what does that space look like?
|
| 14 |
+
|
| 15 |
+
## Contents
|
| 16 |
+
|
| 17 |
+
- **Notebook:** `tokenization_and_embeddings.ipynb`
|
| 18 |
+
|
| 19 |
+
## Sections
|
| 20 |
+
|
| 21 |
+
| # | Topic |
|
| 22 |
+
|---|-------|
|
| 23 |
+
| 0 | Full pipeline — text → tokens → atom (live vLLM inference) |
|
| 24 |
+
| 1 | BPE tokenization from scratch |
|
| 25 |
+
| 2 | The embedding matrix — loading Qwen's actual weights |
|
| 26 |
+
| 3 | Exploring embedding space (t-SNE, cosine similarity, nearest neighbors) |
|
| 27 |
+
|
| 28 |
+
## Related
|
| 29 |
+
|
| 30 |
+
- [EXD org](https://huggingface.co/EXD-AI) | [GitHub](https://github.com/Ramshreyas/EXD)
|