toktapethe record, not a recording of it

NVIDIA RTX A6000

44 runs, newest first

bloomery 0.2.1 · DeepSeek V4.1 Flash Q3_K_M · RTX A6000 · code review, 1500 tokens 40.0 tok/sprefill 166 tok/s

DeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf

bloomery0.2.1 (b83f1269)q3_KP507 · G1500 · cache 0%ctx 32koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery 0.2.1 · DeepSeek V4.1 Flash Q3_K_M · RTX A6000 · Korean chat 47.0 tok/sprefill 87.4 tok/s

DeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf

bloomery0.2.1 (b83f1269)q3_KP29 · G400 · cache 0%ctx 32koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery 0.2.1 · DeepSeek V4.1 Flash Q3_K_M · RTX A6000 · Rust chat 37.7 tok/sprefill 71.1 tok/s

DeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf

bloomery0.2.1 (b83f1269)q3_KP26 · G400 · cache 0%ctx 32koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery · GLM-5.3-Flash UD-Q4_K_XL · RTX 3090 alone · Korean chat 42 in / 821 out · residency + NextN MTP draft 32.3 tok/sprefill 68.3 tok/s

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf

bloomery0.1.0 (07ec8f04)q4_KP42 · G821 · cache 0%ctx 4koffload partialrtx-3090rtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-02

bloomery · GLM-5.3-Flash UD-Q4_K_XL · RTX 3090 alone · Rust chat 33 in / 502 out · residency + NextN MTP draft 27.2 tok/sprefill 55.2 tok/s

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf

bloomery0.1.0 (07ec8f04)q4_KP33 · G502 · cache 0%ctx 4koffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-02

bloomery · GLM-5.3-Flash UD-Q4_K_XL · RTX 3090 alone · coding review 497 in / 2000 out · residency + NextN MTP draft 26.2 tok/sprefill 176 tok/s

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf

bloomery0.1.0 (07ec8f04)q4_KP497 · G2000 · cache 0%ctx 4koffload partialrtx-3090rtx-a6000linux1 stream

midagedev

2026-10-02

bloomery · GLM-5.3-Flash UD-Q4_K_XL · A6000 alone · Korean chat 42 in / 705 out · residency + NextN MTP draft 30.8 tok/sprefill 75.5 tok/s

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf

bloomery0.1.0 (07ec8f04)q4_KP42 · G705 · cache 0%ctx 4koffload partialrtx-3090rtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-02

bloomery · GLM-5.3-Flash UD-Q4_K_XL · A6000 alone · Rust chat 33 in / 524 out · residency + NextN MTP draft 32.0 tok/sprefill 58.7 tok/s

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf

bloomery0.1.0 (07ec8f04)q4_KP33 · G524 · cache 0%ctx 4koffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-02

bloomery · GLM-5.3-Flash UD-Q4_K_XL · A6000 alone · coding review 497 in / 2000 out · residency + NextN MTP draft 31.6 tok/sprefill 195 tok/s

GLM-5.3-Flash-UD-Q4_K_XL-00001-of-00006.gguf

bloomery0.1.0 (07ec8f04)q4_KP497 · G2000 · cache 0%ctx 4koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-02

bloomery · Qwen3.8 Flash Next UD-Q4_K_XL · RTX 3090 alone · coding review 538 in / 1500 out · residency + MTP draft 71.1 tok/sprefill 389 tok/s

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf

bloomery0.1.0 (b7e9f46b-dirty)q4_KP538 · G1500 · cache 0%ctx 8koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-01

bloomery · Qwen3.8 Flash Next UD-Q4_K_XL · A6000 alone · coding review 538 in / 1500 out · residency + MTP draft 86.4 tok/sprefill 574 tok/s

Qwen3.8-Flash-Next-UD-Q4_K_XL-00001-of-00004.gguf

bloomery0.1.0 (b7e9f46b-dirty)q4_KP538 · G1500 · cache 0%ctx 8koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-01

bloomery · V4.1 Flash Q3_K_M · 3090 + A6000 · coding review 507 in / 1500 out · residency + host streaming + DSpark 45.9 tok/sprefill 170 tok/s

DeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf

bloomery0.1.0 (493ec88a)q3_KP507 · G1500 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream

midagedev

2026-09-30

bloomery · V4.1 Flash Q3_K_M · 3090 + A6000 · chat expert list + DSpark draft 46.4 tok/sprefill 124 tok/s

DeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf

bloomery0.1.0 (a692575e)q3_KP29 · G400 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-09-29

bloomery · V4.1 Flash Q3_K_M · 3090 + A6000 · chat expert list + DSpark draft 43.8 tok/sprefill 90.6 tok/s

DeepSeek-V4.1-Flash-Q3_K_M-00001-of-00009.gguf

bloomery0.1.0 (a692575e)q3_KP26 · G400 · cache 0%ctx 16koffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-09-29

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