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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 65 19

2. ngram ngram Public

   Python implementation of n-gram language models from scratch and using NLTK (+ slides from my NLP course)

   Jupyter Notebook 2

3. feedforward-neural-networks feedforward-neural-networks Public

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

   Jupyter Notebook 2

4. transformer transformer Public

   Slides from my NLP course on the transformer architecture

   2

5. 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

6. 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)

   Jupyter Notebook 3