How fast will DeepSeek V4 Flash feel on the NVIDIA RTX 5090 32GB?

DeepSeek V4 Flash on the NVIDIA RTX 5090 32GB

DeepSeek V4 Flash is a 304.18B-parameter mixture-of-experts model (13B active per token). At UD-IQ1_S it needs about 83.3 GB of memory. The NVIDIA RTX 5090 32GB has 30 GB usable, so it doesn't fit, even at its smallest quantization.

Speed by quantization

QuantizationFile sizeMemoryGenerationFirst tokenSource
UD-IQ1_S82.5 GBDoesn't fitWon't run——
UD-IQ1_M86.9 GBDoesn't fitWon't run——
UD-IQ2_XXS90.9 GBDoesn't fitWon't run——
UD-IQ2_M90.9 GBDoesn't fitWon't run——
UD-Q2_K_XL96.8 GBDoesn't fitWon't run——
UD-IQ3_XXS104.2 GBDoesn't fitWon't run——
UD-IQ3_S116.1 GBDoesn't fitWon't run——
UD-Q3_K_M128.1 GBDoesn't fitWon't run——
UD-Q3_K_XL128.2 GBDoesn't fitWon't run——
UD-IQ4_XS136.7 GBDoesn't fitWon't run——
UD-IQ4_NL136.7 GBDoesn't fitWon't run——
UD-Q4_K_XL155.1 GBDoesn't fitWon't run——
UD-Q8_K_XL161.9 GBDoesn't fitWon't run——

DeepSeek V4 Flash on other hardware

Other models on the NVIDIA RTX 5090 32GB

All models on the NVIDIA RTX 5090 32GB · DeepSeek V4 Flash on all hardware

Estimates for a short prompt on a single device. Measured numbers come from community benchmarks (r/LocalLLaMA, localscore.ai and more); others are derived from similar setups or projected from specs. Open source on GitHub.