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Mirage compiles LLMs into persistent megakernels

The Mirage Persistent Kernel compiler turns LLMs into optimized megakernels. The publication says the approach reduces latency by 1.2–6.7×.

Mirage Persistent Kernel is a compiler that transforms large language models into optimized megakernels. According to the publication, this approach reduces latency by 1.2–6.7×. The result is relevant to teams evaluating ways to accelerate inference, but the source does not specify which conditions or workloads support that improvement range.

The claim can be a starting point for a technical evaluation, not a performance guarantee for every system. When using AI to study or apply the material, avoid submitting prompts, code, or logs containing personal data or internal secrets; use synthetic examples or remove that data in line with your organization’s policy.

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