Supercharge Your Coding Skills: Fine-Tuning CODE LLMs

Given the open-source Code LLMs from 2B to 16B model size, now we can fine-tune our CODE LLM with our Instruction Fine-tuning data set. Real-time demo: Colab NB to fine-tune a Code LLM (StarCoder) on a specific data set.

The author discusses the process of fine-tuning code language models (LLMs) and provides instructions on how to perform it. They emphasize the importance of creating a fine-tuning dataset with specific instructions for improved performance. The author demonstrates examples of providing instructions …

author code code llm code llms coding colab data data set demo fine-tuning language language models llm llms process real-time set skills starcoder