Unverified50% confidenceFactExact time
Magnitude's first load requires 45 to 90 seconds of kernel tuning, and subsequent startups use cached kernels, with cold-start time on par with Ollama.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
Related Entities
Related Claims
UnverifiedThe initial loading time depends on the hardware configuration; machines with good configurations may complete it in tens of seconds, while machines with average performance may take one to three minutes.73% similarUnverifiedThe recommended solution is to apply frame rate caps in stages: lift the cap during the preloading phase to allow initialization to complete at full speed, then enable the 30fps cap after entering actual playback to conserve energy and control temperature.73% similarUnverifiedBEINGS的冷启动加载时间分别为7.5秒（SmolLM2 273MB）、13.4秒（Qwen 483MB）、26.8秒（Llama 1238MB），缓存后降至1.0、2.2、3.1秒。72% similarUnverifiedOn the same H100, a scale-to-zero cold wake-up took about 75 of 77.3 billed seconds before the server was capable of responding.71% similar
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