Unverified50% confidenceBenchmarkExact time
Running quantized models from the Qwen3 series on a Mac M3 Ultra, inference speed reaches approximately 34 tokens/s under Q8 quantization.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/26/2026
First Seen
Valid until: 11/24/2026
Sources
Unsloth Desktop完整评测：本地AI模型部署推理微调一站式解决方案
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Related Claims
UnverifiedIn actual testing using the Qwen3 27B Q4 quantized dense model, the generation speed with thinking mode disabled is approximately 58–60 tokens/s.79% similarUnverifiedQwen3.6-27B comprehensively surpasses previous-generation Qwen series flagship models with larger parameter counts across multiple benchmark dimensions.72% similarUnverifiedQwen3.7 Max already supports context lengths at the million-token level.71% similarUnverifiedThe Q4_K_M quantization scheme averages approximately 4.8 bits per weight, while the Q8_0 quantization scheme uses 8 bits per weight.71% similarUnverifiedIn speculative decoding scenarios, the Q3 quantized version is actually slower than the Q4 quantized version.69% similar
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