Posts
All the articles I've posted.
Fine-tuning LLMs with LoRA: A Practical Guide
Published: at 10:00 AMA practical guide to fine-tuning Large Language Models with LoRA (Low-Rank Adaptation). Learn how parameter-efficient fine-tuning works, why it dramatically reduces compute and memory, and how to implement it end-to-end using Hugging Face PEFT and Transformers, including QLoRA for consumer GPUs.
Introduction to Hugging Face Transformers
Published: at 10:30 AMA practical introduction to the Hugging Face Transformers library. Learn to use the high-level pipeline API for common NLP tasks, understand tokenizers and models, and run a basic fine-tuning workflow with the Trainer.
Processing Point Clouds with PDAL
Published: at 10:00 AMA practical introduction to PDAL (Point Data Abstraction Library) for processing LiDAR point clouds. Learn the pipeline model, run filters from the command line and JSON, and integrate PDAL with Python and NumPy.