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Time to first token is 39% faster Agent wall times decrease by 46% No swapsTracks your resource usage in real-time and adjusts how the model runs so that it works perfectly on your device.Implements KV cache sizing, prefix caching, live RAM pressure management, context trimming, KV quantization, and more.Built a ton of features
Comments (8)
whats the monitoring overhead though
need to see benchmarks vs vllm and tensorrt-llm, those are already fast
46% reduction in wall time is wild
what inference stack was this benchmarked on
does this sit above vllm or replace it entirely
39% faster than what baseline, and on which hardware config
real-time tracking overhead likely cuts those gains in half
46% less wall time is huge
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