Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

The official VOT Challenge evaluation and analysis toolkit

Transformers 3rd Edition

Sentiment analysis for Twitter's tweet (in Indonesia language) was built with 3 models to get a comparison in determining which model gives the best results for predicting a tweet to have a positive or negative meaning.

An abstractive text summarization model based on Transformer Decoder (GPT-2) using Google/Trax.

Colab notebooks exploring different Machine Learning topics.

Implementation of the Alzette box and the CRAX block cipher in Zig.

Coursera Natural Language Procession Specialization

🎶 Um belo editor de músicas Trax para relembrar o original do Habbo Hotel. (first: http://cap.dc.ufscar.br/~725862/traxmachine/v3/index.php ,development test: https://traxometro.alynva.com/)

I have build a LSTM Model using Trax which can identify the Duplicate Questions or Similar Questions which is useful when we have to work with several versions of the same Questions.

Sentiment analysis using deep neural networks

Open source implementaion of TRAX game

A 8x8Trax playing program

Everything about the Traxmachine feature on Habbo Hotel

Simple AI for Trax game in C

Tutorial related to Trax deep learning library.

Use Trax and Transformer architecture for generative summarizer deep learning model

A Django app defining a set of functions to put, get and process xAPI statements.

My Projects in NLP specialization from deeplearning.ai

The package provides extra flexibility to Flax using ideas originated at Trax.