Running DeepSeek V4.1-Flash (318GB) on a single modded 4090 at 20+ tok/s

lxfater · x · 2026-10-18

A user got the 748B DeepSeek V4.1-Flash 1017 open quant (Baekpica VQ-GGUF, 552B MoE + 196B Engram, 318GB total) running on a single 48GB modded 4090 + 128GB RAM at 20+ tok/s. The quant was designed for DGX Spark's unified memory; the engine planner demanded 110.7GB VRAM and refused to start, so the fix was patching the planner to exploit system RAM. Full post-mortem shared; lxfater says a dedicated inference engine is now warranted.

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