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Book Overview & Buying
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Table Of Contents
Supercharged Coding with GenAI
By :
Before you proceed to the next chapter, make sure that you can confidently answer the following questions:
Question 1: When is fine-tuning a good approach?
Answer: Fine-tuning is beneficial for large-scale projects where a repetitive task needs to be performed consistently, such as generating function implementations from signatures while following specific coding standards. Instead of relying on few-shot learning or complex prompt engineering techniques within each request, fine-tuning allows the specialization process to be separate from the prompt, making it easier to maintain and, in some cases, more cost-effective.
Question 2: What are the costs involved in fine-tuning?
Answer: Fine-tuning involves two types of costs: