Hope for KVCache + Engram in Upcoming Models

A Reddit post urges applying DeepSeek-V4.1-Flash’s KVCache and Engram ideas to medium/large models so 30B-class models can run on GPUs in Q8/Q4. The post gives approximate VRAM and Engram estimates, suggests Engram may be ~1/3–1/2 of model size (10–15 GB for 30B), and argues 32GB VRAM should suffice for many optimized models.

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