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The toktape card for this run: 20.3 tok/s decode · 1 stream · Q3_K_M

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DeepSeek-V4.1-Flash Q3_K_M · Korean prose, no thinking

DeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf · 20.3 tok/s decode · 1 stream · Q3_K_M

midagedev

DeepSeek-V4.1-Flash Q3_K_M (engram Q8, token embeddings BF16), 9 shards, ~347 GB — far more than the 72 GB of VRAM on the RTX A6000 + RTX 3090, so most of the experts stream from 252 GB of DDR4. llama-server b96.

A Korean prose prompt with thinking off, one stream, cold cache. Recorded to see whether Hangul output changes the token rate; it does not, noticeably.

decode
20.3tok/s
prefill
30.4tok/s
ttft p50
4817ms
modelDeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf
quantisationQ3_K_M
enginellama-server b96
hostlinux
gpusNVIDIA RTX A6000 / NVIDIA GeForce RTX 3090
streams1
prompt setnot in a comparison set
recorded2026-09-13T20:53:10+09:00
toktapedev

Details

The transcript, the card as text, and why each caveat fired — read out of the record in your browser, the same way Replay draws it.

! 2 caveatscold_cache, client_disagrees_with_server. The card that comes with this record spells each one out.