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

Generative AI fine-tune and inference for sequence classification tasks

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

Coding A Decoder Only Transformer Like ChatGPT From Scratch

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

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

Custom decoder Transformer that treats a patient's medical journey like a story told through diagnosis codes instead of words.

Decoder model for language modelling

Build Text summarizer for arabic language

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.

Text Generation using RNN, LSTM, and Transformer