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Terry's Projects

attentionisalluneed-pytorch icon attentionisalluneed-pytorch

This project contains a PyTorch implementation of the Transformer model architecture described in the paper "Attention Is All You Need" (https://arxiv.org/abs/1706.03762).

bidirectional_nanogpt icon bidirectional_nanogpt

This repository contains a modified version of Andrew Karpathy's NanoGPT codebase, introducing significant enhancements to the GPT language model architecture.

scratching-the-mnist icon scratching-the-mnist

Very simple neural network from scratch using NumPy to solve the MNIST handwritten digit classification dataset.

simplegpt icon simplegpt

This repo contains code to train and interact with a simple GPT-2 based chatbot model.

simplelocalfunctioncalling icon simplelocalfunctioncalling

This project implements a simple function calling system using sentence embeddings and cosine similarity. It allows you to define a set of "functions" based on sentences, and then map user input to the most similar function. This runs very fast on a CPU.

tinyroberta icon tinyroberta

This project trains a small RoBERTa-based language model from scratch on the Oscar-mini dataset using the HuggingFace Transformers library.

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