Model
104d agoNew LLMs Slash Long-Context Memory Costs
KV sharing and compressed attention mechanisms now power models like Gemma 4 and DeepSeek V4. These architectural shifts reduce the memory overhead required for massive context windows. Developers can now deploy long-context capabilities on smaller hardware footprints.
The Signal
This trend prioritizes inference efficiency over raw parameter counts to lower operational costs.