Hands‑On LoRA/PEFT Portfolio Project: From Scratch to Production‑Ready Fine‑Tuning
A practical, end‑to‑end guide to building a LoRA‑based CV project from scratch, with runnable code, testing, and production‑ready extensions.
Peft
Hands‑On LoRA Fine‑Tuning Portfolio Project
Learn how to construct a runnable LoRA fine‑tuning side project that demonstrates production‑grade ML engineering skills and can be highlighted on your CV.
Fine-Tuning a Small LLM: A Hands-On Experiment
A working engineer’s journal of fine-tuning a small open-source LLM with LoRA on a custom dataset — the full pipeline, the surprises, and the measurable results.