Abhishek SelokarFine-Tuning a Pre-Trained ResNet-18 Model for Image Classification on Custom Dataset with PyTorchIn this blog, we’ll explore how to fine-tune a pre-trained ResNet-18 model for image classification using PyTorch. The goal is to…1d ago1d ago
Abhishek SelokarEssential Highlights from Gemma 2: Improving Open Language Models at a Practical SizeGoogle introduced Gemma 2, a new member of the state-of-the-art lightweight open-model Gemma family. Unlike Gemma 1 which had two variants…3d ago3d ago
Abhishek SelokarBasic to Advanced RAG using LlamaIndex (Mastering Embedding Model Selection for Peak Performance)~…At the heart of RAG’s success lies a critical component: choosing the right embedding models. In this blog, we’ll explore how to leverage…Sep 1Sep 1
Abhishek SelokarHow to Build a Research Paper Analysis Chatbot Using Google’s Gemini LLMIn the fast-paced world of academia, it is often very time-consuming to extract key insights from lengthy papers. Enter the AI-powered…Sep 13Sep 13
Abhishek SelokarPaper Insights: Gemma — Google’s Breakthrough in Open-Source AI from Gemini ResearchIn 2024, Google unveiled Gemma, a groundbreaking series of open-source AI models set to transform the landscape of artificial intelligence…Aug 13Aug 13
Abhishek SelokarBasic to Advanced RAG using LlamaIndex (Estimating optimal chunk size)~ 2Welcome back to the series of Basic to Advanced RAG. We are moving forward with the second installment of the series, where we will find…Aug 61Aug 61
Abhishek SelokarLlama 3.1: Everything You Need to Know About Meta’s Latest AI-Language ModelMeta’s Llama 3.1 is here, and it’s revolutionizing the AI landscape. If you’ve been curious about the latest advancements in natural…Aug 5Aug 5
Abhishek SelokarPyTorch Zero to Hero (Training a basic CNN model) ~ 4Welcome back to the fourth installment of the series PyTorch Zero to Hero. Today we will go through PyTorch’s Tensor library and neural…Jun 221Jun 221
Abhishek SelokarPyTorch Zero to Hero (Math operations) ~ 3This guide, which is the 3rd installment of the series “PyTorch Zero to Hero,” will help you learn basic math operations that are normally…Jun 20Jun 20
Abhishek SelokarBasic to Advanced RAG using LlamaIndex ~1Welcome to “Basic to Advanced RAG using LlamaIndex ~1” the first installment in a comprehensive blog series dedicated to exploring…Jun 112Jun 112