2026-10-04 · America/Los_Angeles · 社区动态 · #10

Everyone is obsessed with trillion-parameter models, so I mapped out the entire AI spectrum from 100KB to 2.5TB (and what they actually cost to run)

Right now, the AI space feels entirely focused on massive datacenter clusters and renting H100s by the hour. But after spending way too much time looking at the actual footprint of these models, I realized that 90% of use cases are completely over engineered. You don’t always need a multi GPU setup. The AI ecosystem is actually a massive spectrum. I recently sat down and mapped out the exact tiers of AI models based on their size, the hardware needed to run them, and the point of diminishing returns. Here are the two extremes and the sweet spot in the middle: The 100KB Extreme (TinyML)…

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