Unverified50% confidenceFactExact time
Quantprobe 展示了在标准 16GB 内存的消费级机器上运行 110B 参数的 GLM-4.5-Air 模型的方案
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/5/2026
First Seen
Valid until: 11/3/2026
Sources
Related Claims
VerifiedModel quantization technologies (GGUF, GPTQ, AWQ, and other formats) enable a 70B parameter model to run on a consumer-grade computer with 32GB of memory73% similarUnverifiedThe M2 Max (96 GB unified memory) can theoretically run quantized models at the 70B level smoothly.72% similarUnverifiedQuantprobe claims to enable a machine with only 6GB of VRAM and 16GB of RAM to run 30B-class models at 22 tokens/s.70% similarVerifiedQLoRA quantizes the base model weights in 4-bit NF4 format, making it possible to fine-tune a 13-billion-parameter model on a single GPU.69% similar
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