Layer-Streaming Telemetry Harness
p/layer-streaming-telemetry-harnessBenchmark massive MoE LLMs under strict 0GB VRAM limits
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Bernardus•

1d ago

Share feedback and thoughts

Do you think this kind of solution would affect open source community and/or big corporation ?

Bernardus•

15h ago

Layer-Streaming Telemetry Harness - Benchmark massive MoE LLMs under strict 0GB VRAM limits

An open-source MIT diagnostic tool to track peak system RAM, active VRAM allocation, and data-transfer layer execution when offloading extreme 284B parameter models onto commodity hardware footprints. Built for hardware-agnostic architecture audits.