{"type": "article", "title": "A Method for Layer Bit-Width Allocation in LLM Quantization via Performance Maximization Under a Quality-Degradation Constraint", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/a-method-for-layer-bit-width-allocation-in-llm-quantization-via-performance-a", "original_source": "https://www.machinebrief.com/news/a-method-for-layer-bit-width-allocation-in-llm-quantization-nlp0", "published": "2026-08-31T04:00:00+00:00", "accessed": "2026-08-31", "id": "a-method-for-layer-bit-width-allocation-in-llm-quantization-via-performance-a"}