A Survey of Large Language Models
* General overview;
* Listing by the number of parameters;
* Commonly used corpora for training;
* How pre-training can be done;
* Typical architecture types;
* How to fine-tune;
* How to prompt;
* Task possible to solve;
* Evaluation setups;
A very comprehensive survey:
https://arxiv.org/abs/2303.18223