This blog presents a comparative analysis of the foundational BERT model and the recent ModernBERT approach. We first establish the context by reviewing BERT's architecture and limitations. Subsequently, the analysis details how ModernBERT aims to address these shortcomings through its architectural modifications and evaluates its performance relative to BERT. The report concludes by discussing the identified limitations of ModernBERT and proposing viable solutions to overcome these challenges.

I don’t know why, but I liked hosting my service on my own instead of using an existing one. I like having this control for myself. I’ve hosted my own cloud storage, Office Suite, ChatGPT, ad blocker, and finance tracker, all accessible through a VPN. With the same thought, I decided to host the blog.

Welcome to this blog. This blog is created with Docusaurus 2.