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

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

Transformers Intuition

Generate caption on images using CNN Encoder- LSTM Decoder structure

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

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

An LLM based tool for generation of cheese advirtisements

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

Coding A Decoder Only Transformer Like ChatGPT From Scratch

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

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.

Decoder model for language modelling

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

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

Text Generation using RNN, LSTM, and Transformer