nx_vram_frontier.nx

nx_vram_frontier.nx -- MAP THE FRONTIER: the achievable set on a fixed consumer GPU is not set by the hardware, it is PUSHED OUTWARD by smarter math. For a budget, this walks a ladder of stacked techniques (fp16 -> Q4 weights -> +Q8 KV -> +GQA -> +Q4 K-cache) and shows, at each rung, (a) the LARGEST model that fits at a fixed context and (b) the LONGEST context that fits for a fixed model. Each rung should dominate the one below: same silicon, more capability. The deep-research adds further rungs (2-bit/BitNet weights, MLA, KV eviction, weight streaming). license_tier: ORIGINAL