Bernardus

Deep-Tech & Memory Systems Optimizer

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Maker History

Layer-Streaming Telemetry HarnessBenchmark massive MoE LLMs under strict 0GB VRAM limits
Jun 2026

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Joined Product HuntJune 2nd, 2026

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p/layer-streaming-telemetry-harness

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2mo ago

Share feedback and thoughts

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

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2mo 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.

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1yr ago

Pitch your product with max 5 words. Can you?

Vaizo - Maximize crypto gains with AI Whats yours? If you can do with less than 5 words, you have my respect lol :P