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A 4B Model Beat Postgres by 81 Percent: What a $1,200 Training Run Means for Philippine AI

Community description: In August 2026, the Department of Science and Technology earmarked PHP 300 million in grant-in-aid...

Dev.to | Sep 17, 2026 | Yano.AI Technologies Inc.

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The trained artifact was a LoRA adapter of 21. 2 million parameters weighing 42. 5 megabytes (Source: Bansal, 2026). A five-table query from the Join Order Benchmark has 33,177,600 distinct ways to run (Source: Bansal, 2026). A PHP 300 million data center allocation and a $1,200 training run are not competing priorities, but they are not substitutable either (Source: Inquirer, 2026; Source: Bansal, 2026).

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