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LLMs-from-scratch/ch02
History
Austin Welch 654734053a fix: preserve newline tokens in BPE encoder (#495) 
* fix: preserve newline tokens in BPE encoder

* further fixes

* more fixes

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Co-authored-by: rasbt <mail@sebastianraschka.com>
2025-01-21 12:47:15 -06:00
..
01_main-chapter-code
Implementingthe BPE Tokenizer from Scratch (#487)
2025-01-17 12:22:00 -06:00
02_bonus_bytepair-encoder
Implementingthe BPE Tokenizer from Scratch (#487)
2025-01-17 12:22:00 -06:00
03_bonus_embedding-vs-matmul
minor spelling fix
2024-09-08 15:35:36 -05:00
04_bonus_dataloader-intuition
fixed num_workers (#229)
2024-06-19 17:36:46 -05:00
05_bpe-from-scratch
fix: preserve newline tokens in BPE encoder (#495)
2025-01-21 12:47:15 -06:00
README.md
Update bonus section formatting (#400)
2024-10-12 10:26:08 -05:00

README.md

Chapter 2: Working with Text Data

 

Main Chapter Code

 

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.