Running quantized DeepSeek V4.1 on a single RTX 3090 at 20 tokens/s

GodComplecs · reddit · 2026-11-06

A Reddit user reports running a highly quantized DeepSeek V4.1 locally on a single RTX 3090 via Xolotl, set up with official parameters, achieving 20 tokens/s with 80GB DDR4 RAM and NVMe storage. Comparing answers with DeepSeek's official website, they find quality holds up well on high quantization settings — notably faster than the previous smaller V4 Flash, which ran at 8 tokens/s. A useful real-world data point for local deployment enthusiasts.

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