I. Introduction  
II. Milestones in Knowledge Distillation and Large Language Models  
III. Background and Preliminaries  
IV. Symbolic Knowledge Distillation of Large Language Models  
V. Related Works  
VI. Opportunities  
VII. Challenges  
VIII. Lessons Learned and Key Takeaways  
IX. Conclusion  