LoRA adapter illustration

Build a LoRA Adapter Layer from Scratch in PyTorch

A hands‑on guide to building a LoRA adapter layer in pure PyTorch, with complete code, merge/unmerge, and tips for turning the project into a CV‑standing side project.

September 10, 2026 · 7 min · 1439 words · martinuke0
A sleek laptop screen displaying a terminal with model benchmark output.

Hands-On Build Guide: Quantization‑Aware Portfolio Project for Engineering CV

A step‑by‑step guide to creating a quantization‑aware tool that you can ship, benchmark, and showcase in job interviews.

September 9, 2026 · 8 min · 1515 words · martinuke0
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