Ahsan Umar

This repository guides you through the process of building a GPT-style Large Language Model (LLM) from scratch using PyTorch. The structure and approach are inspired by the book Build a Large Language Model (From Scratch) by Sebastian Raschka.

DarkGPT Chat Explorer is an interactive web application that allows users to engage in conversations with various GPT (Generative Pre-trained Transformer) models in real-time. This repository contains the source code for the application.

Faceless Video Generator is an AI-powered tool for creating engaging videos from any topic. By leveraging state-of-the-art AI for script generation, text-to-speech audio synthesis, and background video matching, this project generates complete videos with minimal user input.

The MathGPT is a web application built with Streamlit that allows users to input mathematical problems and receive solutions. The app supports both text and LaTeX input, making it versatile for various mathematical expressions.

A comprehensive collection of machine learning algorithms implemented from scratch and using popular libraries, with detailed explanations and practical examples.

QuantLLM is a Python library designed for developers, researchers, and teams who want to fine-tune and deploy large language models (LLMs) efficiently using 4-bit and 8-bit quantization techniques.