Unverified50% confidenceDecision RuleExact time
24GB显存跑4Bit量化是通义千问3-27B部署的性价比甜点区，日常使用完全够用
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/27/2026
First Seen
Valid until: 11/25/2026
Sources
Related Entities
Related Claims
Verified一个原本需要60GB显存的30B参数模型，经过量化后能在16GB甚至8GB显存的消费级显卡上运行74% similarUnverified35B模型在FP16精度下需要约70GB显存，远超RTX 5090的32GB容量，因此单卡部署需量化73% similarUnverified30B级别的Dense模型被视为本地部署的甜蜜区间，可在M2 Ultra（192GB）、M4 Pro（48GB）等Apple Silicon设备或配合量化技术的RTX 4090（24GB VRAM）上运行73% similarUnverified35B-A3B混合专家模型总参数35B，每次推理实际激活约30亿参数，适合16GB显存的卡运行72% similarUnverified即便用 4-bit 量化把权重压缩到 214GB，仍远超单张 48GB 显卡的容量72% similar
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