Llama.cpp

This article examines two potential costs of the abliteration process for Large Language Models: performance penalties and output quality degradation. For comparison, I evaluated the rising stars of local LLM models in autumn 2025: Qwen3-VL variants - alongside cloud-based solutions from Claude and Gemini.