Challenges in Optimization

While optimizing large language models presents numerous benefits, it also comes with challenges. Balancing model size, speed, and accuracy is a complex task that requires careful consideration. Additionally, ensuring that the optimized models maintain their ability to understand context and nuance in language is critical for their success.