AlexWebLab

Explore a wide range of web development topics, from JavaScript to React and beyond, and uncover valuable insights to enhance your skills.

Motorcyclists riding through mountain scenery

A desk workspace with a laptop and notebook

Latest 2 articles:

Finetuned Models Need Release Engineering, Not Just Training

October 7, 2026

AI Engineering ✨Architecture Patterns

Specialized models become a portfolio to operate. A practical guide to model merging, multi-task interference, base-model selection, training controls, and the release evidence needed to make finetuning sustainable.

LoRA and PEFT: Make Model Adaptation Modular, Not Free

October 4, 2026

AI Engineering ✨Scalability & Reliability

Parameter-efficient finetuning cuts the state required to adapt a model by freezing its base weights. Learn how LoRA works, why rank and target modules matter, and when separate adapters improve serving instead of merely moving the tradeoff.

Read all the articles