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ConceptActivation-aware Weight Quantization

AWQ

激活感知权重量化技术，通过分析激活值分布保护关键权重，在相同比特数下实现更低精度损失的模型量化方案

Source Articles

270亿参数大模型压进iPhone？端侧AI全参数运行技术解析Jul 21 MiniMax M3本地部署：激活参数23B≠显存23B，MoE架构全解析Jul 21 27B大模型跑进iPhone：1-bit量化如何实现极限压缩Jul 20 Bonsai 27B：首个在手机运行的1-bit大模型，端侧AI新突破Jul 17 旗舰模型vs本地27B：谁更忠实执行代码指令？Jul 10

Overview

Mentions: 5
Facts: 0
Related Entities: 0
Type: Concept

Citation

URI

/knowledge/AWQ

API

/api/v1/knowledge/entity/AWQ

MCP

get_entity("AWQ")