Matthew Hernandez
6f12edb0cc
Fix issue: 731 by resolving semantic error (#738)
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4 months ago | |
|---|---|---|
| .. | ||
| 01_main-chapter-code | 5 months ago | |
| 02_bonus_bytepair-encoder | 8 months ago | |
| 03_bonus_embedding-vs-matmul | 1 year ago | |
| 04_bonus_dataloader-intuition | 1 year ago | |
| 05_bpe-from-scratch | 4 months ago | |
| README.md | 5 months ago | |
README.md
Chapter 2: Working with Text Data
Main Chapter Code
- 01_main-chapter-code contains the main chapter code and exercise solutions
Bonus Materials
02_bonus_bytepair-encoder contains optional code to benchmark different byte pair encoder implementations
03_bonus_embedding-vs-matmul contains optional (bonus) code to explain that embedding layers and fully connected layers applied to one-hot encoded vectors are equivalent.
04_bonus_dataloader-intuition contains optional (bonus) code to explain the data loader more intuitively with simple numbers rather than text.
05_bpe-from-scratch contains (bonus) code that implements and trains a GPT-2 BPE tokenizer from scratch.
In the video below, I provide a code-along session that covers some of the chapter contents as supplementary material.
