Interactive Coding Platform with Code Summarizer

This study presents a Code Summarizer cum Explanation Tool which helps as the student specially those who are beginner in the world of coding to understand other’s solution for a given problem statement. Our approach involves the utilization of this state-of- the-art language model, widely acknowledged for its prowess in handling various text- related tasks such as code generation and summarization. In this study we have use an open-sourced state-of-the art large language model which is used for many downstream text related task such as code generation, code summarisation, etc. and consist of 7 Billion parameters (weights & biases) developed by Technology Innovation Institute (TIIUAE). We fine-tuned the said model on our custom dataset for code explanation task. We have fine-tuned the model for 1 epoch which took approximate 3 hours on 590 steps. As a result we have obtained a brief summary, when given code as a prompt input. By bridging the gap between theoretical understanding and practical application, our Code Summarizer/Explanation Tool can become an useful tool for beginners on their coding journey.