a LLM cookbook, for building your own from scratch, all the way from gathering data to training a model

This repository features a custom-built decoder-only language model (LLM) with a total of 37 million parameters 🔥. I train the model to be able to ask question from a given context

Experimental project for AI and NLP based on Transformer Architecture

Generate caption on images using CNN Encoder- LSTM Decoder structure

Transformers Intuition

Implementation of the GPT-3 paper: Language Models are Few-Shot Learners

An explainable and simplified version of OLMo model

a dna sequence generation/classification using transformers

An LLM based tool for generation of cheese advirtisements

This project aims to simplify texts from research papers using advanced natural language processing (NLP) techniques, making them more accessible to a broader audience

Using LLMs in huggingface for sentiment analysis, translation, summarization and extractive question answering

A multimodal vision model that takes in an image and a prompt query, and output the answer

Mimic GPT-2 (124 million parameter) like Transformer (decoder) model. Compare performance against OpenAI's Model for prediction accuracy.

A miniGPT inspired from the original NanoGPT released by OpenAI. This is a notebook to walk through the decoder part of the transformer architecture with details outlined.

On the Design and Performance of Machine Learning Based Error Correcting Decoders

A mini version of GPT implemented on shakespear using BPE

Decoder model for language modelling

Build Text summarizer for arabic language

Text Generation using RNN, LSTM, and Transformer