Gustave Cortal's repositories
gpt-j-fine-tuning-example
Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression
natural-language-processing
Slides, exercises, and exams for my course "Natural Language Processing" (École Pour l'Informatique et les Techniques Avancées, 2024)
feedforward-neural-networks
PyTorch implementation of logistic regression and feedforward neural networks (+ slides from my NLP course)
statistical-learning-with-R
Slides, exercises, and exams for my course "Statistical Learning with R" (Ecole Normale Supérieure Paris-Saclay, 2023)
transformer
Slides from my NLP course on the transformer architecture
naive-bayes
Python implementation of naive bayes from scratch and using scikit-learn
person-action-object
My personal Person-Action-Object (PAO) system for memorizing 1000 digits of Pi
recurrent-neural-networks
Slides from my NLP course on recurrent neural networks and attention mechanisms
github-slideshow
A robot powered training repository :robot:
ic_gan
Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.
idt
Image Dataset Tool (idt) is a cli tool designed to make the otherwise repetitive and slow task of creating image datasets into a fast and intuitive process.
mtj-softtuner
Create soft prompts for GPT-J-6B and GPT-Neo-2.7B with maximum batch size for free in a Google Colab TPU instance
ru-dalle
Generate images from texts. In Russian
stylegan2
StyleGAN2 - Official TensorFlow Implementation with practical improvements
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.