Model
91d agoNew Open-Weight Models Slash Long-Context Costs
KV sharing and compressed attention now drive efficiency in Gemma 4 and DeepSeek V4. These architectural shifts reduce the memory overhead required for massive context windows. Developers can now deploy longer-context models on tighter hardware budgets.
The Signal
This trend prioritizes inference speed over raw parameter count to lower operational costs.