Lessons learned are invaluable takeaways that emerge from experiences and can provide valuable insights and knowledge for future endeavors. In this section, we reflect on the lessons learned throughout the development process, highlighting both successes and challenges. By analyzing these lessons, we can identify areas of improvement, refine our strategies, and enhance future projects. This article dives into the key lessons learned, sharing practical wisdom gained from real-world experiences and paving the way for continuous growth and innovation.

The most valuable lessons learned from building your own LLM

• Data is the most difficult part of the process

  • You need scalable pipelines that allow fast iteration
  • Dive deep and know your data

• Evaluation can be more art than science

  • The more instruments you have the better

• Success requires a collaborative team

  • Lots of moving parts to tie together