From e81de0c63bbe79c77e4c85a00c1881926f58e49e Mon Sep 17 00:00:00 2001 From: Hyperling Date: Wed, 21 Oct 2026 09:56:47 -0700 Subject: [PATCH] llm, add more performance tests to markdown file. --- tasks/workstation/linux/software/llm.md | 202 +++++++++++++++++------- 1 file changed, 149 insertions(+), 53 deletions(-) diff --git a/tasks/workstation/linux/software/llm.md b/tasks/workstation/linux/software/llm.md index 2a11736..4cacc3e 100644 --- a/tasks/workstation/linux/software/llm.md +++ b/tasks/workstation/linux/software/llm.md @@ -103,11 +103,28 @@ TBD #### ministral-3:14b +```console +$ for m in ministral-3:14b ministral-3:3b codestral:22b qwen2.5-coder:32b qwen3.5:35b qwen3.5:27b; do for c in 128000; do ollama_threads $m $c; done; done + Stopping all ollama usage... +Wed Oct 21 07:24:36 AM MST 2026 - ministral-3:14b w/ 0 Thread(s): tokens/sec: 4.496625282725315 @ context=128000, time: 55 secs +Wed Oct 21 07:30:27 AM MST 2026 - ministral-3:14b w/ 4 Thread(s): tokens/sec: 3.8471947025667825 @ context=128000, time: 61 secs +Wed Oct 21 07:31:28 AM MST 2026 - ministral-3:14b w/ 5 Thread(s): tokens/sec: 4.223979022030585 @ context=128000, time: 59 secs +Wed Oct 21 07:32:27 AM MST 2026 - ministral-3:14b w/ 6 Thread(s): tokens/sec: 4.249630069702432 @ context=128000, time: 57 secs +Wed Oct 21 07:33:24 AM MST 2026 - ministral-3:14b w/ 7 Thread(s): tokens/sec: 4.123533524209736 @ context=128000, time: 54 secs +``` + +#### ministral-3:8b + TBD #### ministral-3:3b -TBD +```console +Wed Oct 21 07:49:37 AM MST 2026 - ministral-3:3b w/ 4 Thread(s): tokens/sec: 14.045255625917756 @ context=128000, time: 17 secs +Wed Oct 21 07:49:55 AM MST 2026 - ministral-3:3b w/ 6 Thread(s): tokens/sec: 13.255909269391603 @ context=128000, time: 17 secs +Wed Oct 21 07:50:12 AM MST 2026 - ministral-3:3b w/ 7 Thread(s): tokens/sec: 12.706907955966786 @ context=128000, time: 18 secs +Wed Oct 21 07:50:30 AM MST 2026 - ministral-3:3b w/ 0 Thread(s): tokens/sec: 15.354264377193688 @ context=128000, time: 17 secs +``` ### Larger Models @@ -116,83 +133,162 @@ TBD ```console $ ollama-cpu qwen3.8:27b Stopping all ollama usage... -Wed Oct 21 04:42:04 AM MST 2026 - Model qwen3.8:27b w/ 1 Thread(s), tokens/sec: 0.7746121685803296 @ context=257000 -Wed Oct 21 04:43:28 AM MST 2026 - Model qwen3.8:27b w/ 2 Thread(s), tokens/sec: 1.6705309718150672 @ context=257000 -Wed Oct 21 04:44:12 AM MST 2026 - Model qwen3.8:27b w/ 3 Thread(s), tokens/sec: 2.104312894492908 @ context=257000 -Wed Oct 21 04:44:54 AM MST 2026 - Model qwen3.8:27b w/ 4 Thread(s), tokens/sec: 2.024676406965962 @ context=257000 -Wed Oct 21 04:45:39 AM MST 2026 - Model qwen3.8:27b w/ 5 Thread(s), tokens/sec: 2.0480156821567044 @ context=257000 -Wed Oct 21 04:46:19 AM MST 2026 - Model qwen3.8:27b w/ 6 Thread(s), tokens/sec: 2.184879704982382 @ context=257000 -Wed Oct 21 04:46:58 AM MST 2026 - Model qwen3.8:27b w/ 7 Thread(s), tokens/sec: 2.4228105619148526 @ context=257000 -Wed Oct 21 04:47:36 AM MST 2026 - Model qwen3.8:27b w/ 8 Thread(s), tokens/sec: 2.472564250465107 @ context=257000 -Wed Oct 21 04:48:23 AM MST 2026 - Model qwen3.8:27b w/ 9 Thread(s), tokens/sec: 2.399352715711734 @ context=257000 -Wed Oct 21 04:49:02 AM MST 2026 - Model qwen3.8:27b w/ 10 Thread(s), tokens/sec: 2.7001138401057605 @ context=257000 -Wed Oct 21 04:49:36 AM MST 2026 - Model qwen3.8:27b w/ 11 Thread(s), tokens/sec: 2.216459555312583 @ context=257000 -Wed Oct 21 04:50:27 AM MST 2026 - Model qwen3.8:27b w/ 12 Thread(s), tokens/sec: 2.228007424406279 @ context=257000 +Wed Oct 21 04:44:54 AM MST 2026 - qwen3.8:27b w/ 4 Thread(s), tokens/sec: 2.024676406965962 @ context=257000 +Wed Oct 21 04:45:39 AM MST 2026 - qwen3.8:27b w/ 5 Thread(s), tokens/sec: 2.0480156821567044 @ context=257000 +Wed Oct 21 04:46:19 AM MST 2026 - qwen3.8:27b w/ 6 Thread(s), tokens/sec: 2.184879704982382 @ context=257000 +Wed Oct 21 04:46:58 AM MST 2026 - qwen3.8:27b w/ 7 Thread(s), tokens/sec: 2.4228105619148526 @ context=257000 +Wed Oct 21 04:47:36 AM MST 2026 - qwen3.8:27b w/ 8 Thread(s), tokens/sec: 2.472564250465107 @ context=257000 ``` ```console $ ollama-cpu qwen3.8:27b 32000 Stopping all ollama usage... -Wed Oct 21 04:54:29 AM MST 2026 - Model qwen3.8:27b w/ 1 Thread(s), tokens/sec: 1.1388177022378907 @ context=32000 -Wed Oct 21 04:55:29 AM MST 2026 - Model qwen3.8:27b w/ 2 Thread(s), tokens/sec: 1.388676019472746 @ context=32000 -Wed Oct 21 04:56:22 AM MST 2026 - Model qwen3.8:27b w/ 3 Thread(s), tokens/sec: 2.3505103465458905 @ context=32000 -Wed Oct 21 04:56:51 AM MST 2026 - Model qwen3.8:27b w/ 4 Thread(s), tokens/sec: 1.9083129860906882 @ context=32000 -Wed Oct 21 04:57:30 AM MST 2026 - Model qwen3.8:27b w/ 5 Thread(s), tokens/sec: 2.727908205888872 @ context=32000 -Wed Oct 21 04:58:00 AM MST 2026 - Model qwen3.8:27b w/ 6 Thread(s), tokens/sec: 2.133796334310243 @ context=32000 -Wed Oct 21 04:58:35 AM MST 2026 - Model qwen3.8:27b w/ 7 Thread(s), tokens/sec: 2.6835810717324833 @ context=32000 -Wed Oct 21 04:59:04 AM MST 2026 - Model qwen3.8:27b w/ 8 Thread(s), tokens/sec: 2.5231895597861493 @ context=32000 -Wed Oct 21 04:59:38 AM MST 2026 - Model qwen3.8:27b w/ 9 Thread(s), tokens/sec: 2.512777473452506 @ context=32000 -Wed Oct 21 05:00:06 AM MST 2026 - Model qwen3.8:27b w/ 10 Thread(s), tokens/sec: 2.3125143809488065 @ context=32000 -Wed Oct 21 05:00:48 AM MST 2026 - Model qwen3.8:27b w/ 11 Thread(s), tokens/sec: 2.700281667801969 @ context=32000 -Wed Oct 21 05:01:20 AM MST 2026 - Model qwen3.8:27b w/ 12 Thread(s), tokens/sec: 2.6798394650721127 @ context=32000 +Wed Oct 21 04:56:51 AM MST 2026 - qwen3.8:27b w/ 4 Thread(s), tokens/sec: 1.9083129860906882 @ context=32000 +Wed Oct 21 04:57:30 AM MST 2026 - qwen3.8:27b w/ 5 Thread(s), tokens/sec: 2.727908205888872 @ context=32000 +Wed Oct 21 04:58:00 AM MST 2026 - qwen3.8:27b w/ 6 Thread(s), tokens/sec: 2.133796334310243 @ context=32000 +Wed Oct 21 04:58:35 AM MST 2026 - qwen3.8:27b w/ 7 Thread(s), tokens/sec: 2.6835810717324833 @ context=32000 +Wed Oct 21 04:59:04 AM MST 2026 - qwen3.8:27b w/ 8 Thread(s), tokens/sec: 2.5231895597861493 @ context=32000 ``` #### qwen3.6:27b -TBD +```console +$ for m in qwen3.6:27b mistral-small3.2:24b ministral-3:14b ministral-3:3b codestral:22b qwen2.5-coder:32b; do for c in 32000 128000 256000; do ollama_threads $m $c; done; done + Stopping all ollama usage... +Wed Oct 21 06:27:01 AM MST 2026 - qwen3.6:27b w/ 4 Thread(s): tokens/sec: 2.7334336715235645 @ context=32000, time: 118 secs +Wed Oct 21 06:28:59 AM MST 2026 - qwen3.6:27b w/ 5 Thread(s): tokens/sec: 2.4123293729892428 @ context=32000, time: 322 secs +Wed Oct 21 06:34:21 AM MST 2026 - qwen3.6:27b w/ 6 Thread(s): tokens/sec: 3.13023193776124 @ context=32000, time: 100 secs +Wed Oct 21 06:36:01 AM MST 2026 - qwen3.6:27b w/ 7 Thread(s): tokens/sec: 2.8468948357981065 @ context=32000, time: 118 secs +Wed Oct 21 06:16:55 AM MST 2026 - qwen3.6:27b w/ 0 Thread(s): tokens/sec: 2.9964513666573485 @ context=32000, time: 122 secs + Stopping all ollama usage... +Wed Oct 21 06:45:42 AM MST 2026 - qwen3.6:27b w/ 4 Thread(s): tokens/sec: 2.978761247100222 @ context=128000, time: 79 secs +Wed Oct 21 06:47:01 AM MST 2026 - qwen3.6:27b w/ 5 Thread(s): tokens/sec: 2.9705167965150583 @ context=128000, time: 79 secs +Wed Oct 21 06:48:20 AM MST 2026 - qwen3.6:27b w/ 6 Thread(s): tokens/sec: 2.778849178516606 @ context=128000, time: 71 secs +Wed Oct 21 06:49:31 AM MST 2026 - qwen3.6:27b w/ 7 Thread(s): tokens/sec: 3.0804550493595095 @ context=128000, time: 76 secs +Wed Oct 21 06:38:00 AM MST 2026 - qwen3.6:27b w/ 0 Thread(s): tokens/sec: 2.7734041760644956 @ context=128000, time: 75 secs + Stopping all ollama usage... +Wed Oct 21 06:57:59 AM MST 2026 - qwen3.6:27b w/ 4 Thread(s): tokens/sec: 2.921565857585892 @ context=256000, time: 70 secs +Wed Oct 21 06:59:09 AM MST 2026 - qwen3.6:27b w/ 5 Thread(s): tokens/sec: 2.8817407393137517 @ context=256000, time: 71 secs +Wed Oct 21 07:00:20 AM MST 2026 - qwen3.6:27b w/ 6 Thread(s): tokens/sec: 2.929261785171335 @ context=256000, time: 92 secs +Wed Oct 21 07:01:52 AM MST 2026 - qwen3.6:27b w/ 7 Thread(s): tokens/sec: 3.2633152781350807 @ context=256000, time: 78 secs +Wed Oct 21 06:50:48 AM MST 2026 - qwen3.6:27b w/ 0 Thread(s): tokens/sec: 2.892592086714092 @ context=256000, time: 76 secs +``` + +#### qwen3.5:27b + +This one is weird. Might need a re-do to confirm? + +```console +Wed Oct 21 07:59:14 AM MST 2026 - qwen3.5:27b w/ 4 Thread(s): tokens/sec: 2.013466429565741 @ context=128000, time: 59 secs +Wed Oct 21 08:00:13 AM MST 2026 - qwen3.5:27b w/ 6 Thread(s): tokens/sec: 1.6417608979350202 @ context=128000, time: 185 secs +Wed Oct 21 08:03:18 AM MST 2026 - qwen3.5:27b w/ 7 Thread(s): tokens/sec: 1.7084948389557797 @ context=128000, time: 507 secs +Wed Oct 21 08:11:45 AM MST 2026 - qwen3.5:27b w/ 0 Thread(s): tokens/sec: 2.0470935786636977 @ context=128000, time: 320 secs +``` + +#### qwen2.5-coder:32b + +```console +Wed Oct 21 07:53:00 AM MST 2026 - qwen2.5-coder:32b w/ 4 Thread(s): tokens/sec: 1.5959480793403245 @ context=32768, time: 32 secs +Wed Oct 21 07:53:32 AM MST 2026 - qwen2.5-coder:32b w/ 6 Thread(s): tokens/sec: 1.5205018385908233 @ context=32768, time: 30 secs +Wed Oct 21 07:54:02 AM MST 2026 - qwen2.5-coder:32b w/ 7 Thread(s): tokens/sec: 1.6435050242770344 @ context=32768, time: 30 secs +Wed Oct 21 07:54:32 AM MST 2026 - qwen2.5-coder:32b w/ 0 Thread(s): tokens/sec: 1.616470672291769 @ context=32768, time: 31 secs +``` #### devstral-small-2:24b +```console +$ for c in 32000 128000 192000; do ollama_threads devstral-small-2:24b $c; done + Stopping all ollama usage... +Wed Oct 21 06:05:11 AM MST 2026 - devstral-small-2:24b w/ 4 Thread(s): tokens/sec: 2.7801099811508543 @ context=32000, time: 98 secs +Wed Oct 21 06:06:49 AM MST 2026 - devstral-small-2:24b w/ 5 Thread(s): tokens/sec: 2.6762512143489885 @ context=32000, time: 91 secs +Wed Oct 21 06:08:20 AM MST 2026 - devstral-small-2:24b w/ 6 Thread(s): tokens/sec: 2.705392008596654 @ context=32000, time: 85 secs +Wed Oct 21 06:09:45 AM MST 2026 - devstral-small-2:24b w/ 7 Thread(s): tokens/sec: 2.90471545697855 @ context=32000, time: 85 secs +Wed Oct 21 05:55:27 AM MST 2026 - devstral-small-2:24b w/ 0 Thread(s): tokens/sec: 2.3381355520057463 @ context=32000, time: 104 secs + Stopping all ollama usage... TBD +``` -#### mistral-small-3.2:??b +#### mistral-small-3.2:24b -TBD +```console +$ for m in mistral-small3.2:24b ministral-3:14b ministral-3:3b codestral:22b qwen2.5-coder:32b qwen3.5:35b qwen3.5:27b; do for c in 128000; do ollama_threads $m $c; done; done + Stopping all ollama usage... +Wed Oct 21 07:18:16 AM MST 2026 - mistral-small3.2:24b w/ 4 Thread(s): tokens/sec: 2.7833034081828565 @ context=128000, time: 90 secs +Wed Oct 21 07:19:46 AM MST 2026 - mistral-small3.2:24b w/ 5 Thread(s): tokens/sec: 2.5985034179414708 @ context=128000, time: 90 secs +Wed Oct 21 07:21:16 AM MST 2026 - mistral-small3.2:24b w/ 6 Thread(s): tokens/sec: 2.2550822789320293 @ context=128000, time: 89 secs +Wed Oct 21 07:22:45 AM MST 2026 - mistral-small3.2:24b w/ 7 Thread(s): tokens/sec: 2.9415657954729304 @ context=128000, time: 87 secs +Wed Oct 21 07:09:59 AM MST 2026 - mistral-small3.2:24b w/ 0 Thread(s): tokens/sec: 2.9048032082970474 @ context=128000, time: 79 secs +``` + +#### codestral:22b + +```console +Wed Oct 21 07:50:47 AM MST 2026 - codestral:22b w/ 4 Thread(s): tokens/sec: 3.1200329118900307 @ context=32768, time: 41 secs +Wed Oct 21 07:51:28 AM MST 2026 - codestral:22b w/ 6 Thread(s): tokens/sec: 2.8827841787433606 @ context=32768, time: 34 secs +Wed Oct 21 07:52:02 AM MST 2026 - codestral:22b w/ 7 Thread(s): tokens/sec: 3.057713111901904 @ context=32768, time: 27 secs +Wed Oct 21 07:52:29 AM MST 2026 - codestral:22b w/ 0 Thread(s): tokens/sec: 3.0179434414117803 @ context=32768, time: 31 secs +``` ### MoE Models #### qwen3.6:35b +Tests WAY faster than the dense models. Context does not seem to affect timing. + ```console $ for c in 16000 32000 64000 96000 128000 192000 256000; do ollama_threads qwen3.6:35b $c; done Stopping all ollama usage... -Wed Oct 21 05:02:48 AM MST 2026 - Model qwen3.6:35b w/ 1 Thread(s), tokens/sec: 6.247414587381804 @ context=16000 -Wed Oct 21 05:03:37 AM MST 2026 - Model qwen3.6:35b w/ 2 Thread(s), tokens/sec: 10.940551196032734 @ context=16000 -Wed Oct 21 05:04:09 AM MST 2026 - Model qwen3.6:35b w/ 3 Thread(s), tokens/sec: 13.337110328883416 @ context=16000 -Wed Oct 21 05:04:37 AM MST 2026 - Model qwen3.6:35b w/ 4 Thread(s), tokens/sec: 14.679419453925597 @ context=16000 -Wed Oct 21 05:05:11 AM MST 2026 - Model qwen3.6:35b w/ 5 Thread(s), tokens/sec: 13.831044087619176 @ context=16000 -Wed Oct 21 05:05:43 AM MST 2026 - Model qwen3.6:35b w/ 6 Thread(s), tokens/sec: 13.752831594816088 @ context=16000 -Wed Oct 21 05:06:09 AM MST 2026 - Model qwen3.6:35b w/ 7 Thread(s), tokens/sec: 14.603026210396049 @ context=16000 -Wed Oct 21 05:06:37 AM MST 2026 - Model qwen3.6:35b w/ 8 Thread(s), tokens/sec: 14.376794631809172 @ context=16000 -Wed Oct 21 05:07:05 AM MST 2026 - Model qwen3.6:35b w/ 9 Thread(s), tokens/sec: 8.313997206415827 @ context=16000 -Wed Oct 21 05:07:43 AM MST 2026 - Model qwen3.6:35b w/ 10 Thread(s), tokens/sec: 7.6791421803383955 @ context=16000 -Wed Oct 21 05:08:20 AM MST 2026 - Model qwen3.6:35b w/ 11 Thread(s), tokens/sec: 7.554472381570082 @ context=16000 -Wed Oct 21 05:09:04 AM MST 2026 - Model qwen3.6:35b w/ 12 Thread(s), tokens/sec: 5.6568033831630835 @ context=16000 +Wed Oct 21 05:04:37 AM MST 2026 - qwen3.6:35b w/ 4 Thread(s), tokens/sec: 14.679419453925597 @ context=16000 +Wed Oct 21 05:05:11 AM MST 2026 - qwen3.6:35b w/ 5 Thread(s), tokens/sec: 13.831044087619176 @ context=16000 +Wed Oct 21 05:05:43 AM MST 2026 - qwen3.6:35b w/ 6 Thread(s), tokens/sec: 13.752831594816088 @ context=16000 +Wed Oct 21 05:06:09 AM MST 2026 - qwen3.6:35b w/ 7 Thread(s), tokens/sec: 14.603026210396049 @ context=16000 +Wed Oct 21 05:06:37 AM MST 2026 - qwen3.6:35b w/ 8 Thread(s), tokens/sec: 14.376794631809172 @ context=16000 Stopping all ollama usage... -Wed Oct 21 05:09:46 AM MST 2026 - Model qwen3.6:35b w/ 1 Thread(s), tokens/sec: 6.558900659595539 @ context=32000 -Wed Oct 21 05:10:28 AM MST 2026 - Model qwen3.6:35b w/ 2 Thread(s), tokens/sec: 10.676325434530082 @ context=32000 -Wed Oct 21 05:11:11 AM MST 2026 - Model qwen3.6:35b w/ 3 Thread(s), tokens/sec: 12.007117299908693 @ context=32000 -Wed Oct 21 05:11:39 AM MST 2026 - Model qwen3.6:35b w/ 4 Thread(s), tokens/sec: 13.683089387469174 @ context=32000 -Wed Oct 21 05:12:04 AM MST 2026 - Model qwen3.6:35b w/ 5 Thread(s), tokens/sec: 13.447667625607968 @ context=32000 -Wed Oct 21 05:12:31 AM MST 2026 - Model qwen3.6:35b w/ 6 Thread(s), tokens/sec: 11.170529760956333 @ context=32000 -Wed Oct 21 05:12:57 AM MST 2026 - Model qwen3.6:35b w/ 7 Thread(s), tokens/sec: 13.448480713710353 @ context=32000 -Wed Oct 21 05:13:27 AM MST 2026 - Model qwen3.6:35b w/ 8 Thread(s), tokens/sec: 13.143672445847205 @ context=32000 -Wed Oct 21 05:13:50 AM MST 2026 - Model qwen3.6:35b w/ 9 Thread(s), tokens/sec: 7.9688801054121505 @ context=32000 -Wed Oct 21 05:14:21 AM MST 2026 - Model qwen3.6:35b w/ 10 Thread(s), tokens/sec: 7.064418756844208 @ context=32000 -Wed Oct 21 05:14:53 AM MST 2026 - Model qwen3.6:35b w/ 11 Thread(s), tokens/sec: 7.387867650986557 @ context=32000 -Wed Oct 21 05:15:30 AM MST 2026 - Model qwen3.6:35b w/ 12 Thread(s), tokens/sec: 5.661822236694878 @ context=32000 +Wed Oct 21 05:11:39 AM MST 2026 - qwen3.6:35b w/ 4 Thread(s), tokens/sec: 13.683089387469174 @ context=32000 +Wed Oct 21 05:12:04 AM MST 2026 - qwen3.6:35b w/ 5 Thread(s), tokens/sec: 13.447667625607968 @ context=32000 +Wed Oct 21 05:12:31 AM MST 2026 - qwen3.6:35b w/ 6 Thread(s), tokens/sec: 11.170529760956333 @ context=32000 +Wed Oct 21 05:12:57 AM MST 2026 - qwen3.6:35b w/ 7 Thread(s), tokens/sec: 13.448480713710353 @ context=32000 +Wed Oct 21 05:13:27 AM MST 2026 - qwen3.6:35b w/ 8 Thread(s), tokens/sec: 13.143672445847205 @ context=32000 Stopping all ollama usage... -... +Wed Oct 21 05:22:59 AM MST 2026 - qwen3.6:35b w/ 4 Thread(s), tokens/sec: 14.209790405591518 @ context=64000, 24 secs elapsed +Wed Oct 21 05:23:23 AM MST 2026 - qwen3.6:35b w/ 5 Thread(s), tokens/sec: 11.334255701323816 @ context=64000, 29 secs elapsed +Wed Oct 21 05:23:52 AM MST 2026 - qwen3.6:35b w/ 6 Thread(s), tokens/sec: 13.279266939258937 @ context=64000, 29 secs elapsed +Wed Oct 21 05:24:21 AM MST 2026 - qwen3.6:35b w/ 7 Thread(s), tokens/sec: 14.27680090014006 @ context=64000, 21 secs elapsed +Wed Oct 21 05:24:42 AM MST 2026 - qwen3.6:35b w/ 8 Thread(s), tokens/sec: 13.99919128227428 @ context=64000, 25 secs elapsed + Stopping all ollama usage... +Wed Oct 21 05:29:50 AM MST 2026 - qwen3.6:35b w/ 4 Thread(s), tokens/sec: 13.478375923353315 @ context=96000, 28 secs elapsed +Wed Oct 21 05:30:18 AM MST 2026 - qwen3.6:35b w/ 5 Thread(s), tokens/sec: 12.90997320417067 @ context=96000, 23 secs elapsed +Wed Oct 21 05:30:41 AM MST 2026 - qwen3.6:35b w/ 6 Thread(s), tokens/sec: 12.956446350317137 @ context=96000, 23 secs elapsed +Wed Oct 21 05:31:05 AM MST 2026 - qwen3.6:35b w/ 7 Thread(s), tokens/sec: 13.93074896590209 @ context=96000, 22 secs elapsed +Wed Oct 21 05:31:26 AM MST 2026 - qwen3.6:35b w/ 8 Thread(s), tokens/sec: 12.688771917209992 @ context=96000, 22 secs elapsed + Stopping all ollama usage... +Wed Oct 21 05:36:08 AM MST 2026 - qwen3.6:35b w/ 4 Thread(s), tokens/sec: 11.971487833921072 @ context=128000, 23 secs elapsed +Wed Oct 21 05:36:31 AM MST 2026 - qwen3.6:35b w/ 5 Thread(s), tokens/sec: 12.704959054740291 @ context=128000, 24 secs elapsed +Wed Oct 21 05:36:55 AM MST 2026 - qwen3.6:35b w/ 6 Thread(s), tokens/sec: 11.484965120109196 @ context=128000, 28 secs elapsed +Wed Oct 21 05:37:23 AM MST 2026 - qwen3.6:35b w/ 7 Thread(s), tokens/sec: 11.957040482880984 @ context=128000, 30 secs elapsed +Wed Oct 21 05:37:53 AM MST 2026 - qwen3.6:35b w/ 8 Thread(s), tokens/sec: 10.165480245815742 @ context=128000, 27 secs elapsed + Stopping all ollama usage... +Wed Oct 21 05:44:05 AM MST 2026 - qwen3.6:35b w/ 4 Thread(s): , tokens/sec: 11.794151678144981 @ context=192000, time: 22 secs +Wed Oct 21 05:44:27 AM MST 2026 - qwen3.6:35b w/ 5 Thread(s): , tokens/sec: 13.191786678902528 @ context=192000, time: 30 secs +Wed Oct 21 05:44:57 AM MST 2026 - qwen3.6:35b w/ 6 Thread(s): , tokens/sec: 12.974118764961352 @ context=192000, time: 25 secs +Wed Oct 21 05:45:22 AM MST 2026 - qwen3.6:35b w/ 7 Thread(s): , tokens/sec: 13.684751495860636 @ context=192000, time: 22 secs +Wed Oct 21 05:41:57 AM MST 2026 - qwen3.6:35b w/ 0 Thread(s): , tokens/sec: 14.771664402476594 @ context=192000, time: 22 secs + Stopping all ollama usage... +Wed Oct 21 05:47:40 AM MST 2026 - qwen3.6:35b w/ 4 Thread(s): , tokens/sec: 11.75920993970465 @ context=256000, time: 25 secs +Wed Oct 21 05:48:06 AM MST 2026 - qwen3.6:35b w/ 5 Thread(s): , tokens/sec: 13.414819339156582 @ context=256000, time: 26 secs +Wed Oct 21 05:48:32 AM MST 2026 - qwen3.6:35b w/ 6 Thread(s): , tokens/sec: 12.512960121852013 @ context=256000, time: 31 secs +Wed Oct 21 05:49:03 AM MST 2026 - qwen3.6:35b w/ 7 Thread(s): , tokens/sec: 11.610753098619734 @ context=256000, time: 29 secs +Wed Oct 21 05:45:46 AM MST 2026 - qwen3.6:35b w/ 0 Thread(s): , tokens/sec: 12.81995869775592 @ context=256000, time: 23 secs +``` + +#### qwen3.5:35b + +```console +$ for c in 32000 128000 256000; do ollama_threads qwen3.5:35b $c; done +Wed Oct 21 07:55:03 AM MST 2026 - qwen3.5:35b w/ 4 Thread(s): tokens/sec: 10.3573012564637 @ context=128000, time: 94 secs +Wed Oct 21 07:56:37 AM MST 2026 - qwen3.5:35b w/ 6 Thread(s): tokens/sec: 11.929392994980638 @ context=128000, time: 39 secs +Wed Oct 21 07:57:17 AM MST 2026 - qwen3.5:35b w/ 7 Thread(s): tokens/sec: 13.082804815917008 @ context=128000, time: 36 secs +Wed Oct 21 07:57:53 AM MST 2026 - qwen3.5:35b w/ 0 Thread(s): tokens/sec: 12.665376120429427 @ context=128000, time: 81 secs ``` ## RAM Usage by Context