Abhishek SelokarFine-tuning a Vision Transformer (ViT) Model With a Custom DatasetThis blog provides step by step guide to Fine-tuning a ViT model on a custom dataset, which is a plant dataset. It includes all the…1d ago1d ago
Abhishek SelokarBasic to Advanced RAG using LlamaIndex (Optimizing Performance with Rerankers)~4Re-rankers are key to making RAG systems more accurate. They help by sorting and selecting the most relevant information from search…3d ago3d ago
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…Sep 10Sep 10
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…Sep 8Sep 8
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 Long Context 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