Large language models have revolutionized the field of natural language processing (NLP) and have numerous applications in areas such as language translation, text summarization, and chatbots. Building a large language model from scratch requires significant expertise, computational resources, and a large dataset. In this report, we will outline the steps involved in building a large language model from scratch, highlighting the key challenges and considerations.