Unverified50% confidenceDecision RuleExact time
在 RobotCore Mini 等边缘设备上若测得推理速度低于5 tokens/s，通常意味着模型规模超出硬件舒适区，应换用更小参数量或更低量化精度的版本
1
Sources
50%
Confidence
Long-term
Relevance
7/17/2026
First Seen
Sources
Related Claims
Unverified轻量小模型的推理延迟可低至5-20ms，单次推理成本不足大模型的1%，且可本地部署66% similarUnverifiedLow-end AI models have smaller context windows, potentially only 8K–32K tokens, which prevents them from fully understanding the complete logic of existing features when modifying new ones, resulting in regression defects.65% similarUnverifiedThe quality of long-context understanding in small models degrades rapidly with length, typically deteriorating after exceeding a 4K–8K token window.64% similar
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