Architecture — Tech News

Fine-tuning a 1.7B model at 3.2 GB VRAM — building FineTune Studio

FineTune Studio exists because every fine-tuning tutorial I found assumed a rented A100 and a notebook full of half-explained flags. I wanted someth…

finetuning qlora llm opensource

Code: Megapixel99/capture-the-flag I built a capture-the-flag arena where language models attack and defend each other's containers. The replays the…

llm measurement finetuning security

Originally published on Loop & Retry — field notes on building LLM agents that survive production. Most fine-tuning guides answer "how many exam…

finetuning contextengineering training cost

It is May 2026, and the field has stopped pretending hallucinations are going to disappear. What has happened instead is more interesting. Researche…

rag dpo finetuning marine