Pinned Loading

1. gpt-j-fine-tuning-examplegpt-j-fine-tuning-examplePublic

   Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression

   Jupyter Notebook 70 18

2. feedforward-neural-networksfeedforward-neural-networksPublic

   PyTorch implementation of logistic regression and feedforward neural networks (+ slides from my NLP course)

   Jupyter Notebook 4

3. statistical-learning-with-Rstatistical-learning-with-RPublic

   Slides, exercises, and exams for my course "Statistical Learning with R" (Ecole Normale Supérieure Paris-Saclay, 2023)

   HTML 4

4. natural-language-processingnatural-language-processingPublic

   Slides, exercises, and exams for my course "Natural Language Processing" (École Pour l'Informatique et les Techniques Avancées, 2024 and 2025)

   Jupyter Notebook 22

5. ant-colony-optimizationant-colony-optimizationPublic

   Fast implementation of ant colony optimization for solving the travelling salesman problem

   Python 4

6. preference-optimization-orpo-lorapreference-optimization-orpo-loraPublic

   Lightweight preference optimization for LLMs using LoRA and ORPO

   Python 7