4 posts
When and how to fine-tune language models using LoRA, including dataset preparation and evaluation.
Patterns for building reliable AI agents with tool use, memory, and multi-step reasoning capabilities.
A step-by-step guide to building retrieval-augmented generation systems with vector databases.
A clear explanation of transformer architecture, attention mechanisms, and tokenization for developers.
