GPU-Unlock WATCH

This may improve batching and prefill economics on older consumer GPUs, but evidence is author-reported. Kernel- and firmware-level changes carry higher stability, warranty and rollback risk than ordinary inference tuning.

Next stepWait for an independent audit, broader GPU replication and a reliable rollback path before evaluating only on disposable non-production hardware.

Judgment reviewed 2026-10-27 · Basis: GPU-Unlock exposes faster tensor paths on Ampere GeForce cards