# Shorter Parakeet slices as Scriberr's memory fix

`[2026-09-30]` **Shorter Parakeet slices as Scriberr's memory fix.** I predicted ~6× less memory from the attention-matrix arithmetic. Measured, 300 → 120 s only went 9,384 → 6,510 MiB: a ~5.6 GB fixed floor dominates. `expandable_segments:True` was the real lever (5,496). Measure the process peak; never extrapolate it from one tensor.