Quick Start Guide to Large Language Models: Strategies and Best Practices for Using ChatGPT and Other LLMs

Permissions and Image Credits

The following figures are reprinted with permission:

Figure 1.1: Yoshua Bengio (2001 Neural Language Models); Jeff Dean (2013 Encoding Semantic Meaning); Kelvin Xu (2014-17 Seq2seq+ Attention); Llion Jones (2017 Present Transformer + Large Language Models)

Figures 1.3, 1.4: Llion Jones

Figure 1.10: Christopher D. Manning

Figure 1.11: Kenneth Li

Figure 1.12: Kristina Toutanova

Figure 1.18: Renqian Luo

Figure 5.4: Zhoujun Cheng

Figure 7.10: Le Hou

Images in the following figures were created with the assistance of DALL·E 2 via text input:

Figure 2.1, 2.2, 2.5: magic card, vintage magic kit

Figure 7.2, 7.7: lizard

Figure 7.11, 8.9: robot

Figure 7.11, 7.12: flan

Figure 8.9, 8.14: golden robot award

Figure 8.12: person ...