tannistha maitiAutomatic Mapping Between Complex Data Fields by Fine-Tuning LLaMA-3Unsloth is a tool designed to speed up the fine-tuning of large language models (LLMs) like Llama, Mistral, and Phi by optimizing memory…6d ago6d ago
tannistha maitiHow to Deploy a PyTorch Model Using Flask in Visual Studio Code (VSCode)In this tutorial, we will learn how to wrap a pre-trained PyTorch model in a Flask container to expose it via a web API. This guide walks…Sep 6Sep 6
tannistha maitiWriting Secure Python CodeSecure coding guidelines are essential for ensuring the safety and integrity of your Python applications. Below are some key secure coding…Jul 29Jul 29
tannistha maitiLangevin Equation and its relation to LLMsDiffusion models are used in the field of image processing for denoising images by gradually diffusing the noise present in the original…Feb 22Feb 22
tannistha maitiDiffusion model to create storm eye imagesThe aim of diffusion models is to generate more images that are not present in the training dataset. In this process Neural Network learns…Feb 6Feb 6
tannistha maitiImportant LinksDiffusion process is split into forward and reverse diffusion processes.Feb 2Feb 2
tannistha maitiindeepkapha notesReal-time monitoring of Solar PV panels using deep learning and advanced drone technology — PART IIDataset DescriptionJan 24, 2023Jan 24, 2023
tannistha maitiindeepkapha notesApplication of AI on Maximizing Renewable Wind EnergyIntroductionJan 2, 20231Jan 2, 20231
tannistha maitiinTowards Data ScienceDetecting a simple neural network architecture using NLP for email classificationHyper parameter optimization in email classification.Apr 20, 2019Apr 20, 2019
tannistha maitiinTowards Data ScienceMachine learning applied to geophysical well log dataIn recent years Machine Learning(ML) has become very popular and a wide range of industries are applying it to their dataset. This article…Nov 28, 20185Nov 28, 20185