@shreshtha

Approximating Faster Transformers

2d ago · 27 min read · Optimizing matrix multiplication is a problem as old as time. The product of two matrices \(\mathbf{A}\) and \(\mathbf{B}\) can be looked at as the inner product of rows of \(\mathbf{A}\) with columns

A beginner's guide to fine tuning language models without a GPU

Mar 31, 2024 · 11 min read · Welcome to my series A layman's guide to language models. In the previous blog, we discussed what a language model is, types of language model and some techniques which, by current standards are the frontiers for fine tuning languge models. I n this ...

A layman's guide to Large Language Models

Mar 25, 2024 · 10 min read · If you've been anywhere on the internet lately, chances are you've been swept up in the whirlwind of OpenAI, particularly its brainchild, ChatGPT. But what exactly is ChatGPT, or any large language model for that matter? In this article, I attempt to...

Understanding the curse of spam emails

Oct 9, 2023 · 6 min read · How often have YOU as a business owner sat down wondering the reason behind all of your emails going into spam? Not only is it a waste of your time and efforts but it is also hurting your chances of actively putting your product out there. In this ar...

How to access census data in R

Oct 9, 2023 · 8 min read · This article illustrates how to access the Decennial census data in R using the package called UScensus20. US Census 2020 is an R package that helps you access US Census data in R in the form of data packages. Census is the survey of population that ...