Somya RaiDemystifying Sliding Window & Grouped Query Attention: A Simpler Approach to Efficient Neural…In the realm of neural networks, particularly those that deal with sequences like text or time series data, the concept of attention…Apr 1Apr 1
Somya RaiBuilding a Robust Flask API with Custom Request Validation for AI Model IntegrationIntroductionFeb 15Feb 15
Somya RaiOSI Model — SimplifiedThe OSI Model: A Seven-Layered Roadmap for Seamless Communication — Understanding the intricacies of network communication through the…Aug 26, 2023Aug 26, 2023
Somya RaiLarge Language Models and Hardware: A Comparative Study of CPUs, GPUs, and TPUsWhat is CPU?Aug 19, 2023Aug 19, 2023
Somya RaiUtilizing Generative AI to Transform the Insurance Industry: An Exploration of Use Cases and…IntroductionMay 23, 2023May 23, 2023
Somya RaiDigital Transformation using AI — Insurance IndustryThe insurance industry is no stranger to the power of digital transformation. In recent years, insurance companies have been leveraging…Mar 26, 2023Mar 26, 2023
Somya RaiSetFit — Few Shot Learning Model with RayUsually it is required to have large labelled data to build a model and that’s not the case always. And we have to go through the long…Feb 14, 20231Feb 14, 20231
Somya RaiDescriptive Statistics“I couldn’t claim that I was smarter than sixty-five other guys — but the average of sixty-five other guys, certainly!” ― Richard P…Aug 18, 20191Aug 18, 20191
Somya RaiHypothesis Testing“ Beware of problem of testing too many hypotheses; the more you torture the data, the more likely they are to confess, but confessions…Aug 17, 2019Aug 17, 2019