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Running a 4B model in 6 GB and training 3B parameters on a laptop

This story is from 2026-10-22. It is preserved in the archive; the latest stories are on the live feed.

What worked, what didn’t, and what the numbers actually mean. I’m Gökhan Çava, an independent developer. I published LCGA Local , a source-only research package for local AI on small GPUs. This is the short technical story behind the release, including the parts that did not work. The constraint: 6…

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  1. 2026-10-22 17:29 · DEV Community — Machine Learning
    Running a 4B model in 6 GB and training 3B parameters on a laptop

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