Layerwise Ultra-Low Bit Quantization Boosts Multimodal LLM Efficiency

Layerwise Ultra‑Low Bit Quantization (LUQ) cuts memory use by about 40% for LLaVA‑1.5 and 31% for Qwen‑2.5‑VL, with under 10% performance loss on the MME benchmark. Read more: getnews.me/layerwise-ultra-low-bit-... #luq #llava #qwen