Reading Notes: Mixtral of ExpertsThe original paper link is here. This reading note will specifically focus on the model architecture.Oct 10Oct 10
All you need to know about SQL in a data science interviewIn this article, I will delve into the essential SQL scripts that are crucial for acing a data science interview. Mastering these scripts…Sep 27Sep 27
Reading Notes — LoRAThe original paper link is here. This reading note will specifically focus on the model architecture.Sep 2Sep 2
How to set up a new environment and make it available as a kernel in Jupyter Notebook?Create the YAML fileAug 21Aug 21
Essential Python Snippets for Data ScientistsIn this article, I’d like to introduce my most frequently-used Python code snippets on Jupyter notebook. These snippets can enhance your…Jul 25Jul 25
Understanding HTTP requestsHTTP is fundamental for building scalable, reliable, and interconnected systems. It facilitate communication, data exchange, and seamless…Jul 19Jul 19
Reading Notes: Retrieval-Augmented Generation for Knowledge-Intensive NLP TasksThe original paper link is here. This reading note will specifically focus on the model architecture.Jul 17Jul 17
Reading Notes — BERTThe original paper link is here. This reading note will specifically focus on the model architecture.Jul 6Jul 6
Understanding word embeddings — connect word to numberWord embeddings represent words as vectors in a multi-dimensional space. The distance and direction between these vectors reflect the…Jul 2Jul 2
