Part 3/4:

One of Suly's innovative practices is the use of LLMs in a test-driven development (TDD) approach. Instead of writing code first and then testing it, Suly has the LLM generate the tests first, which the model then uses to guide the development of the actual code. This approach helps ensure the code is aligned with the desired functionality and reduces the risk of regressions.

Distilling Performance from Large to Small Models

Suly also discusses the power and challenges of model distillation, the process of transferring the capabilities of a large, high-performing model to a smaller, more efficient one. He emphasizes the importance of having a robust data pipeline and thorough evaluation processes to ensure the distilled model maintains the desired level of performance.

The Evolving Landscape of LLMs

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