llamaperf

DeepSeek V4 Flash 284B (13B active)

on Unknown GPU · llama.cpp · 253,000 ctx

Tone: positive
Sep 7, 2026
Throughput
37.0 t/s gen · 443.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
2bit
VRAM reported
96 GB

Summary

User reports a 29x speedup on DeepSeek V4 Flash after profiling llama.cpp. The gains come from fixing a CUDA attention kernel fallback, MoE tile padding, and using the MTP head for decode. Prefill runs at 443 t/s at 97k context and 256 t/s at 253k context, with decode at 37 t/s. The model is 284B in 2bit, 87GB, and fits in 96GB VRAM.