Tutorials

This repository groups a few notebooks I have used for teaching !

1. Instruction Fine-tuning a SLM (Part 1)

• Base vs Instruct/Chat models
• LoRA Adapters
• Unsloth
• Quantization
• Chat templating and data preparation
• SFTTrainers
• Going further: Preparing your own finetuning dataset through synthetic data generation.
• Largely based on Unsloth AI resources

2. Retrieval Augmented Generation with Vision Language Models (Part 2)

• Vision Language Models (Qwen2-VL)
• ColPali
• RAG
• API calls

Enjoy !