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AIOS — First Ground Truth Baseline (CPU DRAM Measurement)

Hugging Face Forums [Unofficial] April 13, 2026
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“That’s an interesting position — can you be more specific? AIOS makes a precise, falsifiable claim: that memory bandwidth is one of the primary bottleneck for 7B+ model inference on CPU, and that it can be reduced 50-85% through memory residency management and model co-design. If you believe a pure LLM model approach is insufficient, what specifically would you add or change? And what evidence supports that position? We’re actively seeking contributors to validate or disprove our assumptions — Issue #2 is the starting point. A counterargument backed by a measurement is far more valuable than one

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