Hoping for Optimized Smarter Upcoming Models .... Like DeepSeek-V4.1-Flash( KVCache + Engram) in Small/Medium/Big sizes

The DeepSeek-V4.1-Flash model, incorporating KVCache and Engram, is anticipated to offer optimized performance across small, medium, and large sizes. Upcoming models like Qwen4.0-27B-Q8, Muse-Glimmer-2-30B-Q8, and Gemma-5-31B are projected to significantly reduce the total GB required for a 256K KVCache F16, with some models needing as little as 1 GB. This suggests that 32GB VRAM may be sufficient for these advanced models, with future inventions potentially reducing requirements to 24GB.