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1. gpt-j-fine-tuning-example gpt-j-fine-tuning-example Public

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

   Jupyter Notebook 68 18

2. feedforward-neural-networks feedforward-neural-networks Public

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

   Jupyter Notebook 2

3. statistical-learning-with-R statistical-learning-with-R Public

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

   HTML 2

4. natural-language-processing natural-language-processing Public

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

   Jupyter Notebook 20

5. ant-colony-optimization ant-colony-optimization Public

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

   Python 2

6. preference-optimization-orpo-lora preference-optimization-orpo-lora Public

   Lightweight preference optimization for LLMs using LoRA and ORPO

   Python 5