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1. personalized-conversational-ai personalized-conversational-ai Public

   This project demonstrates how to implement a GPT-like chatbot from the ground up, featuring a custom tokenizer, decoder-only transformer training, and efficient fine-tuning with QLoRA—all built in …

   Jupyter Notebook

2. llama-llm-from-scratch llama-llm-from-scratch Public

   Educational, from-scratch implementation of a LLaMA-style LLM using PyTorch to explore Transformer architecture fundamentals.

   Jupyter Notebook 3

3. Predicting-Student-Performance-with-Machine-Learning Predicting-Student-Performance-with-Machine-Learning Public

   A machine learning project aimed at predicting student performance using various ML algorithms. Features data preprocessing, model training, and evaluation. Ideal for educational data analysis and …

   Jupyter Notebook