Anirban SenIntroduction to Agents in LLMsAgents are becoming very popular in today’s world. I wanted to write a simple enough introduction to agents.4d ago4d ago
Anirban SenTrees in Machine Learning [WIP]Gradient Boosting Lets look at the overall algorithm first and then we will go into the details —Jul 20Jul 20
Anirban SenTokenization in LLMsWhen people start learning about LLMs, this seem to be the most underestimated part. Hence, I thought of this topic for this blog. This is…Jul 4Jul 4
Anirban SenApproximate Nearest NeighboursFinding the nearest neighbours is a widespread problem is today’s world. The usecases are Visual Search, recommendations, finding similar…Mar 29Mar 29
Anirban SenML Systems — Recommendations1. Scaling the Instagram Explore recommendations systemDec 11, 20231Dec 11, 20231
Anirban SenKeras (The high-level API for TensorFlow) Cheatsheet — The one stop shopKeras is usually the first framework one learns while starting to get into Deep Learning. It was mine too. But I tend to forget the…Dec 1, 2023Dec 1, 2023
Anirban SenFinetuning LLMs using LoRABefore getting to the meat of the blog i.e. Finetuning an LLM, it will be good to have a brief summary of Why do we even need it ?Sep 29, 20235Sep 29, 20235
Anirban SenLangChain: The Future of LLM-powered Applications — Part 2(Application)In the previous blog, we learnt about the background/basics of Langchain, In this one we will see some use-cases and know about how to…Sep 16, 2023Sep 16, 2023
Anirban SenBeginner’s guide to one of the best Vision model — CLIP (Contrastive Learning Image Pre-training)What is CLIP? Contrastive Language-Image Pre-training (CLIP for short) is a state-of-the-art model introduced by OpenAI in February 2021…Aug 19, 20231Aug 19, 20231