Bibliography (4):

1. A Theory for Emergence of Complex Skills in Language Models

2. The Slingshot Mechanism: An Empirical Study of Adaptive Optimizers and the Grokking Phenomenon

3. ​ ‘MLP NN’ directory

4. Wikipedia Bibliography:

   1. Cross-entropy