The Attention Rebuild: How 2026's Open Models Made 1M Context Fit on Machines
In 2026, open-weight models such as Kimi K3, DeepSeek V4, Inkling, and Nemotron 3 advertise million-token context windows, made feasible on consumer hardware by rebuilding attention mechanisms. A 48GB…