How to Fix a Local LLM That Isn’t Following Instructions

Diagram showing how aggressive quantization in small LLMs can degrade fine-grained instruction adherence and logical reasoning by making subtle weight activations noisy.

How to Fix a Local LLM That Isn’t Following Instructions Running large language models (LLMs) on local hardware provides unparalleled privacy, zero API costs, and total control over your AI stack. However, many developers and AI enthusiasts quickly encounter a frustrating roadblock: a local LLM not following instructions consistently. You might prompt your model to … Read more