toktapethe record, not a recording of it

NVIDIA GeForce RTX 3090

79 runs, newest first · showing the first 30

bloomery 0.2.1 · Qwen3-30B-A3B Instruct 2507 Q4_K_M · RTX 3090 · 4 streams 233 tok/sprefill 3137 tok/s

Qwen3-30B-A3B-Instruct-2507-Q4_K_M.gguf

bloomery0.2.1 (b83f1269)P148 · G400 · cache 0%ctx 10krtx-3090rtx-a6000linux4 streams! 2 caveats

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3-30B-A3B Instruct 2507 Q4_K_M · RTX 3090 · code review, 1500 tokens 191 tok/sprefill 5984 tok/s

Qwen3-30B-A3B-Instruct-2507-Q4_K_M.gguf

bloomery0.2.1 (b83f1269)P496 · G1500 · cache 0%ctx 10krtx-3090rtx-a6000linux1 stream

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3.6 35B-A3B Q4_K_M · RTX 3090 · code review, 1500 tokens 192 tok/sprefill 5229 tok/s

qwen3.6-35b-a3b

bloomery0.2.1 (b83f1269)P538 · G1500 · cache 0%ctx 12krtx-3090rtx-a6000linux1 stream

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3.6 35B-A3B Q4_K_M · RTX 3090 · Korean chat 195 tok/sprefill 1117 tok/s

qwen3.6-35b-a3b

bloomery0.2.1 (b83f1269)P33 · G400 · cache 0%ctx 12krtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3.6 35B-A3B Q4_K_M · RTX 3090 · Rust chat 195 tok/sprefill 1082 tok/s

qwen3.6-35b-a3b

bloomery0.2.1 (b83f1269)P33 · G400 · cache 0%ctx 12krtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3.8 Flash Next UD-Q4_K_XL · RTX A6000 · 2 streams 91.3 tok/sprefill 117 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP33 · G400 · cache 0%ctx 24064offload partialrtx-3090rtx-a6000linux2 streams! 3 caveats

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3.8 Flash Next UD-Q4_K_XL · RTX A6000 · code review, 1500 tokens 91.1 tok/sprefill 732 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP538 · G1500 · cache 0%ctx 24064offload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3.8 Flash Next UD-Q4_K_XL · RTX A6000 · Korean chat 69.3 tok/sprefill 215 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP33 · G400 · cache 0%ctx 24064offload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery 0.2.1 · Qwen3.8 Flash Next UD-Q4_K_XL · RTX A6000 · Rust chat 80.5 tok/sprefill 216 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP33 · G400 · cache 0%ctx 24064offload partialrtx-3090rtx-a6000linux1 stream! 1 caveat

midagedev

2026-10-05

bloomery 0.2.1 · GLM-5.3 Flash UD-Q4_K_XL · A6000 + 3090 (--place bp) · code review, 2000 tokens 32.4 tok/sprefill 222 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP497 · G1003 · cache 0%ctx 2koffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-05

bloomery 0.2.1 · GLM-5.3 Flash UD-Q4_K_XL · RTX A6000 · 2 streams 34.0 tok/sprefill 48.6 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP38 · G626 · cache 0% · min 547ctx 2koffload partialrtx-3090rtx-a6000linux2 streams! 4 caveats

midagedev

2026-10-05

bloomery 0.2.1 · GLM-5.3 Flash UD-Q4_K_XL · RTX A6000 · code review, 2000 tokens 30.5 tok/sprefill 199 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP497 · G1003 · cache 0%ctx 2koffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-05

bloomery 0.2.1 · GLM-5.3 Flash UD-Q4_K_XL · RTX A6000 · Korean chat 31.4 tok/sprefill 76.8 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP42 · G749 · cache 0%ctx 2koffload partialrtx-3090rtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-05

bloomery 0.2.1 · GLM-5.3 Flash UD-Q4_K_XL · RTX A6000 · Rust chat 30.5 tok/sprefill 62.7 tok/s

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

bloomery0.2.1 (b83f1269)q4_KP33 · G564 · cache 0%ctx 2koffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-05

bloomery 0.2.1 · DeepSeek V4.1 Flash Q3_K_M · RTX A6000 · 2 streams 51.3 tok/sprefill 71.9 tok/s

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

bloomery0.2.1 (b83f1269)q3_KP28 · G400 · cache 0%ctx 32koffload partialrtx-3090rtx-a6000linux2 streams! 1 caveat

midagedev

2026-10-05

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

clef-flash Q4_K_M on bloomery · Korean suite 93.6 ms p50engine 89.0 ms

clef-flash-Q4_K_M.gguf

decision modelbloomeryabff79a5-dirtyQ4_K_Mrtx-3090rtx-a6000linux! 1 caveat

midagedev

2026-10-02

llama.cpp · GLM-5.3-Flash UD-Q4_K_XL · RTX 3090 alone · Korean chat 42 in / 870 out · PR #27754 MTP draft, -ncmoe 43 20.1 tok/sprefill 57.1 tok/s

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

llama-serverb11036UD-Q4_K_XL321B · 23B activeP42 · G870 · cache 0%ctx 4kfa offoffload partialrtx-3090rtx-a6000linux1 stream! 4 caveats

midagedev

2026-10-02

llama.cpp · GLM-5.3-Flash UD-Q4_K_XL · RTX 3090 alone · Rust chat 33 in / 522 out · PR #27754 MTP draft, -ncmoe 43 21.6 tok/sprefill 50.4 tok/s

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

llama-serverb11036UD-Q4_K_XL321B · 23B activeP33 · G522 · cache 0%ctx 4kfa offoffload partialrtx-3090rtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-02

llama.cpp · GLM-5.3-Flash UD-Q4_K_XL · RTX 3090 alone · coding review 497 in / 2000 out · PR #27754 MTP draft, -ncmoe 43 20.3 tok/sprefill 93.1 tok/s

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

llama-serverb11036UD-Q4_K_XL321B · 23B activeP497 · G2000 · cache 0%ctx 4kfa offoffload partialrtx-3090rtx-a6000linux1 stream! 2 caveats

midagedev

2026-10-02

llama.cpp · GLM-5.3-Flash UD-Q4_K_XL · A6000 alone · Korean chat 42 in / 674 out · PR #27754 MTP draft, -ncmoe 38 21.5 tok/sprefill 62.5 tok/s

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

llama-serverb11036UD-Q4_K_XL321B · 23B activeP42 · G674 · cache 0%ctx 4kfa offoffload partialrtx-3090rtx-a6000linux1 stream! 4 caveats

midagedev

2026-10-02

llama.cpp · GLM-5.3-Flash UD-Q4_K_XL · A6000 alone · Rust chat 33 in / 562 out · PR #27754 MTP draft, -ncmoe 38 22.5 tok/sprefill 54.4 tok/s

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

llama-serverb11036UD-Q4_K_XL321B · 23B activeP33 · G562 · cache 0%ctx 4kfa offoffload partialrtx-3090rtx-a6000linux1 stream! 3 caveats

midagedev

2026-10-02

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