Data loader intuition with numbers (#132)

* data loader intuition with numbers

* fix link

* fix tests
This commit is contained in:
Sebastian Raschka
2024-04-27 07:56:41 -05:00
committed by GitHub
parent 4adb96d7ee
commit fc3d70f72f
5 changed files with 337 additions and 3 deletions

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@@ -82,6 +82,7 @@ Several folders contain optional materials as a bonus for interested readers:
- **Chapter 2:**
- [Comparing Various Byte Pair Encoding (BPE) Implementations](ch02/02_bonus_bytepair-encoder)
- [Understanding the Difference Between Embedding Layers and Linear Layers](ch02/03_bonus_embedding-vs-matmul)
- [Dataloader Intuition with Simple Numbers](ch02/04_bonus_dataloader-intuition)
- **Chapter 3:**
- [Comparing Efficient Multi-Head Attention Implementations](ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb)
- **Chapter 5:**
@@ -91,7 +92,7 @@ Several folders contain optional materials as a bonus for interested readers:
- [Optimizing Hyperparameters for Pretraining](ch05/05_bonus_hparam_tuning)
- **Chapter 6:**
- [Additional experiments finetuning different layers and using larger models](ch06/02_bonus_additional-experiments)
- [Finetuning different models on 50k IMDB movie review dataset](ch06/03_bonus_imdb-classification)
- [Finetuning different models on 50k IMDB movie review dataset](ch06/03_bonus_imdb-classification)
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