Free students, paid teachers: how cheap LLMs learn from expensive ones

The trend of using cheaper student models alongside more expensive teacher models is a significant shift in the LLM landscape. By tapping into the capabilities of free student models, developers can create more sophisticated agent frameworks without breaking the bank. This approach not only reduces costs but also opens up opportunities for innovation, as developers can experiment with various combinations of student and teacher models to achieve optimal results.

As the use of student models continues to grow, we can expect to see a proliferation of novel applications and use cases that were previously out of reach due to financial constraints. This trend may also prompt a reevaluation of the traditional teacher-student model, as developers begin to push the boundaries of what's possible with these cost-effective alternatives.