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rasbt
4851d5a0fa
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21 hours ago | |
|---|---|---|
| .. | ||
| 01_main-chapter-code | 21 hours ago | |
| 02_alternative_weight_loading | 21 hours ago | |
| 03_bonus_pretraining_on_gutenberg | 2 weeks ago | |
| 04_learning_rate_schedulers | 1 month ago | |
| 05_bonus_hparam_tuning | 2 weeks ago | |
| README.md | 6 days ago | |
README.md
Chapter 5: Pretraining on Unlabeled Data
- 01_main-chapter-code contains the main chapter code
- 02_alternative_weight_loading contains code to load the GPT model weights from alternative places in case the model weights become unavailable from OpenAI
- 03_bonus_pretraining_on_gutenberg contains code to pretrain the LLM longer on the whole corpus of books from Project Gutenberg
- 04_learning_rate_schedulers contains code implementing a more sophisticated training function including learning rate schedulers and gradient clipping
- 05_bonus_hparam_tuning contains an optional hyperparameter tuning script
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Contributors (18)
mail@sebastianraschka.com
53251018+d-kleine@users.noreply.github.com
155522535+Intelligence-Manifesto@users.noreply.github.com
rayed@therapservices.net
eltociear@gmail.com
NyabutiM@protonmail.com
38562595+pitmonticone@users.noreply.github.com
44010854+xiaotian0328@users.noreply.github.com
developer@drcesar.tech
ehberg@gmail.com
jameslholcombe@gmail.com
jeff.hammerbacher@gmail.com
Author@Sebastian-Air.lan
56056673+debnsuma@users.noreply.github.com
datahonor@gmail.com
joelfootaimeng@gmail.com
69028964+speed1313@users.noreply.github.com
taihaozesong@gmail.com