July 14, 2026· ~11 min readFine-Tuning Open Source LLMs in 2026 — From LoRA to Production # Fine-Tuning Open Source LLMs in 2026 — From LoRA to Production Pop quiz: you have a 7B model that answers questions well but writes with the perso
May 12, 2026· ~5 min readLocal Inference Stack with MiniMax M2.7 for Extraction, PyMC for Calibrated Probabilities When Microsoft Research documented that frontier AI agents corrupt documents across 20 interactions and Google's Threat Intelligence Group confirmed