Cover
Introduction
Main Content
1.
Chapter 1: Solving Cryptograms by Designing a Transformer
1.1.
Letter Frequency Solution
1.2.
Transformer Implementation
1.2.1.
Embeddings
1.2.2.
Attention
1.2.3.
Unembeddings
1.3.
Improving the Accuracy
1.4.
Arbitrary Embeddings
2.
Chapter 2: Revealing the "True" Structure from Trained Feedforward Nets
2.1.
A Single-Layered Network
Appendix A: Mathematical Preliminaries
Appendix B: Distance and Similarity
Light
Rust
Coal
Navy
Ayu
LLM Foundations
Improving the Accuracy