CoolBoy/submmit
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

state: generation 22995 (cycle)

Browse Source
This commit is contained in:
CoolBoy
2026-10-10 13:30:39 +00:00
parent f4f39a28e8
commit 14338ed3ec
3 changed files with 1042 additions and 1042 deletions
Download Patch File Download Diff File Expand all files Collapse all files

556
.modelhub_state/market_intelligence.json
View File

@@ -3,28 +3,28 @@
"communityError": null, "communityError": null,
"communitySample": {}, "communitySample": {},
"communityUpdatedAt": "2026-10-10T13:24:05.759789+00:00", "communityUpdatedAt": "2026-10-10T13:24:05.759789+00:00",
"frameworkAttemptedAt": "2026-10-10T07:29:46.991502+00:00", "frameworkAttemptedAt": "2026-10-10T13:30:15.073568+00:00",
"frameworkError": null, "frameworkError": null,
"frameworkStats": { "frameworkStats": {
"text-generation": { "text-generation": {
"Ascend_910-b3": { "Ascend_910-b3": {
"llamacpp": { "llamacpp": {
"framework": "llamacpp", "framework": "llamacpp",
"modelCount": 41913, "modelCount": 41951,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 20756, "successCount": 20784,
"successRate": 0.4952162813446902, "successRate": 0.49543515053276443,
"wilsonLowerBound": 0.49043028742450373 "wilsonLowerBound": 0.49065128470895913
}, },
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 56106, "modelCount": 56177,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 15297, "successCount": 15307,
"successRate": 0.27264463693722596, "successRate": 0.27247806041618455,
"wilsonLowerBound": 0.26897541734804775 "wilsonLowerBound": 0.26881186521433104
}, },
"vllm_0.23.0": { "vllm_0.23.0": {
"framework": "vllm_0.23.0", "framework": "vllm_0.23.0",
@@ -37,41 +37,41 @@
}, },
"vllm_tokenizer_patch": { "vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch", "framework": "vllm_tokenizer_patch",
"modelCount": 4221, "modelCount": 4243,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 1267, "successCount": 1279,
"successRate": 0.30016583747927034, "successRate": 0.30143766203158145,
"wilsonLowerBound": 0.2865256812404507 "wilsonLowerBound": 0.28781466913958204
} }
}, },
"Ascend_910-b4": { "Ascend_910-b4": {
"llamacpp": { "llamacpp": {
"framework": "llamacpp", "framework": "llamacpp",
"modelCount": 36693, "modelCount": 36757,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 17187, "successCount": 17227,
"successRate": 0.4683999672962145, "successRate": 0.4686726337840411,
"wilsonLowerBound": 0.4632977228375229 "wilsonLowerBound": 0.4635746256176739
}, },
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 39628, "modelCount": 39654,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 10995, "successCount": 10997,
"successRate": 0.2774553346118906, "successRate": 0.27732385131386494,
"wilsonLowerBound": 0.27306863789875013 "wilsonLowerBound": 0.2729392418878192
}, },
"vllm_tokenizer_patch": { "vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch", "framework": "vllm_tokenizer_patch",
"modelCount": 12495, "modelCount": 12534,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 5255, "successCount": 5267,
"successRate": 0.42056822729091636, "successRate": 0.4202170097335248,
"wilsonLowerBound": 0.4119381348279238 "wilsonLowerBound": 0.4116014109768566
} }
}, },
"Biren_166m": { "Biren_166m": {
@@ -86,32 +86,32 @@
}, },
"vllm_fix_tokenizer": { "vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer", "framework": "vllm_fix_tokenizer",
"modelCount": 29033, "modelCount": 29153,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 6300, "successCount": 6341,
"successRate": 0.21699445458616057, "successRate": 0.21750763214763488,
"wilsonLowerBound": 0.21229055032992292 "wilsonLowerBound": 0.2128092355218254
}, },
"vllm_tokenizer_patch": { "vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch", "framework": "vllm_tokenizer_patch",
"modelCount": 7626, "modelCount": 7649,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 103, "successCount": 103,
"successRate": 0.013506425386834513, "successRate": 0.013465812524513008,
"wilsonLowerBound": 0.011149721830591139 "wilsonLowerBound": 0.011116159346126123
} }
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 26612, "modelCount": 26614,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 3269, "successCount": 3269,
"successRate": 0.12283932060724485, "successRate": 0.12283008942661756,
"wilsonLowerBound": 0.11894976977717306 "wilsonLowerBound": 0.11894081143566253
}, },
"vllm-customized": { "vllm-customized": {
"framework": "vllm-customized", "framework": "vllm-customized",
@@ -124,23 +124,23 @@
}, },
"vllm-mlu": { "vllm-mlu": {
"framework": "vllm-mlu", "framework": "vllm-mlu",
"modelCount": 15326, "modelCount": 15364,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 6068, "successCount": 6081,
"successRate": 0.39592848753751797, "successRate": 0.39579536579015884,
"wilsonLowerBound": 0.3882127619846015 "wilsonLowerBound": 0.388089634706811
} }
}, },
"Cambricon_mlu-370-x8": { "Cambricon_mlu-370-x8": {
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 24706, "modelCount": 24714,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 3806, "successCount": 3806,
"successRate": 0.15405164737310775, "successRate": 0.15400178036740308,
"wilsonLowerBound": 0.14960393208736786 "wilsonLowerBound": 0.14955537975479138
}, },
"vllm-customized": { "vllm-customized": {
"framework": "vllm-customized", "framework": "vllm-customized",
@@ -153,115 +153,115 @@
}, },
"vllm-mlu": { "vllm-mlu": {
"framework": "vllm-mlu", "framework": "vllm-mlu",
"modelCount": 51112, "modelCount": 51222,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 12851, "successCount": 12884,
"successRate": 0.2514282360306777, "successRate": 0.251532544609738,
"wilsonLowerBound": 0.24768588203209174 "wilsonLowerBound": 0.24779366571017697
} }
}, },
"Iluvatar_bi-100": { "Iluvatar_bi-100": {
"transformers": { "transformers": {
"framework": "transformers", "framework": "transformers",
"modelCount": 23848, "modelCount": 23906,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 3127, "successCount": 3128,
"successRate": 0.13112210667561222, "successRate": 0.13084581276666946,
"wilsonLowerBound": 0.12689747163100207 "wilsonLowerBound": 0.12663010779247372
}, },
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 86979, "modelCount": 86984,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 9771, "successCount": 9772,
"successRate": 0.1123374607663919, "successRate": 0.11234249977007266,
"wilsonLowerBound": 0.1102559320853489 "wilsonLowerBound": 0.11026098909637326
}, },
"vllm-patch-tokenizer": { "vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer", "framework": "vllm-patch-tokenizer",
"modelCount": 45917, "modelCount": 45955,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 5530, "successCount": 5531,
"successRate": 0.12043469738876669, "successRate": 0.12035687085192036,
"wilsonLowerBound": 0.11748940352604008 "wilsonLowerBound": 0.1174136182746166
}, },
"vllm_fix_tokenizer": { "vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer", "framework": "vllm_fix_tokenizer",
"modelCount": 46010, "modelCount": 46129,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 3649, "successCount": 3649,
"successRate": 0.07930884590306456, "successRate": 0.07910425112185393,
"wilsonLowerBound": 0.07687467020950307 "wilsonLowerBound": 0.07667609787830684
} }
}, },
"Iluvatar_bi-150": { "Iluvatar_bi-150": {
"llamacpp": { "llamacpp": {
"framework": "llamacpp", "framework": "llamacpp",
"modelCount": 92503, "modelCount": 92981,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 23119, "successCount": 23169,
"successRate": 0.24992702939364128, "successRate": 0.24917993998773943,
"wilsonLowerBound": 0.24714724526172824 "wilsonLowerBound": 0.2464100931932782
}, },
"transformers": { "transformers": {
"framework": "transformers", "framework": "transformers",
"modelCount": 5521, "modelCount": 5530,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 583, "successCount": 583,
"successRate": 0.10559681217170802, "successRate": 0.1054249547920434,
"wilsonLowerBound": 0.09776262346075357 "wilsonLowerBound": 0.0976028502960224
}, },
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 112848, "modelCount": 112849,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 16530, "successCount": 16530,
"successRate": 0.14648022118247553, "successRate": 0.14647892316281047,
"wilsonLowerBound": 0.14442922595225255 "wilsonLowerBound": 0.14442794458225092
}, },
"vllm-0.17.0": { "vllm-0.17.0": {
"framework": "vllm-0.17.0", "framework": "vllm-0.17.0",
"modelCount": 55, "modelCount": 56,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 1, "successCount": 1,
"successRate": 0.01818181818181818, "successRate": 0.017857142857142856,
"wilsonLowerBound": 0.0032166975922527864 "wilsonLowerBound": 0.003159128964463983
}, },
"vllm_0_17_0_corex_4_4_0": { "vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0", "framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 22862, "modelCount": 23003,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 3956, "successCount": 3961,
"successRate": 0.17303822937625754, "successRate": 0.172194931095944,
"wilsonLowerBound": 0.1681896914490327 "wilsonLowerBound": 0.16737068584514206
}, },
"vllm_fix_tokenizer": { "vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer", "framework": "vllm_fix_tokenizer",
"modelCount": 43600, "modelCount": 43606,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 5671, "successCount": 5671,
"successRate": 0.13006880733944953, "successRate": 0.13005091042517083,
"wilsonLowerBound": 0.12694388094171583 "wilsonLowerBound": 0.12692638307414741
}, },
"vllm_tokenizer_patch": { "vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch", "framework": "vllm_tokenizer_patch",
"modelCount": 7921, "modelCount": 7926,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 745, "successCount": 745,
"successRate": 0.09405378108824643, "successRate": 0.09399444865001262,
"wilsonLowerBound": 0.08782067439260924 "wilsonLowerBound": 0.08776509073752228
} }
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
@@ -276,85 +276,85 @@
}, },
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 34072, "modelCount": 34119,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 6702, "successCount": 6714,
"successRate": 0.1967011035454332, "successRate": 0.19678185175415458,
"wilsonLowerBound": 0.19251455248856156 "wilsonLowerBound": 0.19259749898648967
} }
}, },
"Kunlunxin_p-800": { "Kunlunxin_p-800": {
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 61469, "modelCount": 61471,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 12420, "successCount": 12420,
"successRate": 0.20205306739982756, "successRate": 0.20204649346846482,
"wilsonLowerBound": 0.19889743324247072 "wilsonLowerBound": 0.19889094931224816
}, },
"vllm_fix_tokenizer": { "vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer", "framework": "vllm_fix_tokenizer",
"modelCount": 14837, "modelCount": 14934,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 4228, "successCount": 4243,
"successRate": 0.2849632675069084, "successRate": 0.28411678050087047,
"wilsonLowerBound": 0.27775622921991017 "wilsonLowerBound": 0.27693969921950745
}, },
"vllm_tokenizer_patch": { "vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch", "framework": "vllm_tokenizer_patch",
"modelCount": 15204, "modelCount": 15223,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 3722, "successCount": 3724,
"successRate": 0.24480399894764535, "successRate": 0.24462983643171518,
"wilsonLowerBound": 0.23803437306084016 "wilsonLowerBound": 0.23786608168072118
} }
}, },
"MetaX_c-500": { "MetaX_c-500": {
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 67247, "modelCount": 67313,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 18528, "successCount": 18551,
"successRate": 0.27552158460600473, "successRate": 0.27559312465645563,
"wilsonLowerBound": 0.2721576422574394 "wilsonLowerBound": 0.2722305499733136
}, },
"vllm_tokenizer_patch": { "vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch", "framework": "vllm_tokenizer_patch",
"modelCount": 840, "modelCount": 858,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 506, "successCount": 517,
"successRate": 0.6023809523809524, "successRate": 0.6025641025641025,
"wilsonLowerBound": 0.5688902235092256 "wilsonLowerBound": 0.5694315964671394
} }
}, },
"Mthreads_s4000": { "Mthreads_s4000": {
"llamacpp": { "llamacpp": {
"framework": "llamacpp", "framework": "llamacpp",
"modelCount": 48245, "modelCount": 48267,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 21617, "successCount": 21633,
"successRate": 0.4480671572183646, "successRate": 0.44819441854683323,
"wilsonLowerBound": 0.44363390327653096 "wilsonLowerBound": 0.4437620455009944
}, },
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 39466, "modelCount": 39507,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 4682, "successCount": 4700,
"successRate": 0.11863376070541733, "successRate": 0.11896625914394918,
"wilsonLowerBound": 0.11548055259290799 "wilsonLowerBound": 0.11581077402363323
}, },
"vllm_tokenizer_patch": { "vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch", "framework": "vllm_tokenizer_patch",
"modelCount": 1035, "modelCount": 1043,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 0, "successCount": 0,
@@ -383,181 +383,181 @@
}, },
"vllm_fix_tokenizer": { "vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer", "framework": "vllm_fix_tokenizer",
"modelCount": 7166, "modelCount": 7185,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 3137, "successCount": 3148,
"successRate": 0.43776165224672065, "successRate": 0.4381350034794711,
"wilsonLowerBound": 0.4263112896899593 "wilsonLowerBound": 0.4266984602200227
} }
}, },
"Vastai_va16": { "Vastai_va16": {
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 7416, "modelCount": 7417,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 244, "successCount": 244,
"successRate": 0.03290183387270766, "successRate": 0.03289739786975866,
"wilsonLowerBound": 0.029077614020079336 "wilsonLowerBound": 0.0290736863623254
}, },
"vllm_fix_tokenizer": { "vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer", "framework": "vllm_fix_tokenizer",
"modelCount": 17530, "modelCount": 17625,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 5218, "successCount": 5245,
"successRate": 0.29766115231032514, "successRate": 0.2975886524822695,
"wilsonLowerBound": 0.2909374696139977 "wilsonLowerBound": 0.29088348176840784
} }
}, },
"hygon_k100-ai": { "hygon_k100-ai": {
"llamacpp": { "llamacpp": {
"framework": "llamacpp", "framework": "llamacpp",
"modelCount": 28141, "modelCount": 28172,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 14370, "successCount": 14389,
"successRate": 0.51064283429871, "successRate": 0.5107553599318472,
"wilsonLowerBound": 0.5048011741196732 "wilsonLowerBound": 0.5049169278069221
}, },
"vllm": { "vllm": {
"framework": "vllm", "framework": "vllm",
"modelCount": 66933, "modelCount": 66965,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 7107, "successCount": 7113,
"successRate": 0.10618080767334499, "successRate": 0.10621966699021877,
"wilsonLowerBound": 0.10386945881483124 "wilsonLowerBound": 0.10390848669128604
}, },
"vllm-patch-tokenizer": { "vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer", "framework": "vllm-patch-tokenizer",
"modelCount": 13544, "modelCount": 13562,
"officialConfigError": null, "officialConfigError": null,
"officialConfigValid": true, "officialConfigValid": true,
"successCount": 2206, "successCount": 2214,
"successRate": 0.16287655050206734, "successRate": 0.16325025807403037,
"wilsonLowerBound": 0.15675349091990512 "wilsonLowerBound": 0.15712536039001077
} }
} }
} }
}, },
"frameworkUpdatedAt": null, "frameworkUpdatedAt": null,
"generatedAt": "2026-10-10T13:27:15.759470+00:00", "generatedAt": "2026-10-10T13:30:15.073568+00:00",
"gpuStats": { "gpuStats": {
"Ascend_910-b3": { "Ascend_910-b3": {
"available": true, "available": true,
"backlogHours": 1138.204081632653, "backlogHours": 1161.625,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Ascend_910-b3", "gpu": "Ascend_910-b3",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 0.4918744385663026, "qualityFactor": 0.5344768600265858,
"queueFactor": 0.9771284704034887, "queueFactor": 0.9754794125155303,
"queueWeight": 0.9771284704034887, "queueWeight": 0.9754794125155303,
"recentSuccess": 40, "recentSuccess": 39,
"recentSuccessRate": 0.272108843537415, "recentSuccessRate": 0.2708333333333333,
"recentTerminal": 147, "recentTerminal": 144,
"recentWilsonLowerBound": 0.20665280720015586, "recentWilsonLowerBound": 0.20490655713380224,
"running": 9, "running": 8,
"selectionWeight": 0.48062451778686605, "selectionWeight": 0.5213711734218792,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 24.5, "throughputPerHour": 24.0,
"waiting": 27886 "waiting": 27879
}, },
"Ascend_910-b4": { "Ascend_910-b4": {
"available": true, "available": true,
"backlogHours": 1625.5221238938054, "backlogHours": 1611.0,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Ascend_910-b4", "gpu": "Ascend_910-b4",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 1.527850040027856, "qualityFactor": 1.3274962162028574,
"queueFactor": 0.926266069536578, "queueFactor": 0.9287817421225706,
"queueWeight": 0.926266069536578, "queueWeight": 0.9287817421225706,
"recentSuccess": 49, "recentSuccess": 45,
"recentSuccessRate": 0.4336283185840708, "recentSuccessRate": 0.39473684210526316,
"recentTerminal": 113, "recentTerminal": 114,
"recentWilsonLowerBound": 0.3459239380751302, "recentWilsonLowerBound": 0.30984804362900914,
"running": 8, "running": 8,
"selectionWeight": 1.4151956514179056, "selectionWeight": 1.2329542483460105,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 18.833333333333332, "throughputPerHour": 19.0,
"waiting": 30614 "waiting": 30609
}, },
"Biren_166m": { "Biren_166m": {
"available": true, "available": true,
"backlogHours": 157.92134831460675, "backlogHours": 155.96666666666667,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Biren_166m", "gpu": "Biren_166m",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 0.24241352819224501, "qualityFactor": 0.2616845787595038,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 36, "recentSuccess": 36,
"recentSuccessRate": 0.20224719101123595, "recentSuccessRate": 0.2,
"recentTerminal": 178, "recentTerminal": 180,
"recentWilsonLowerBound": 0.14981685367175646, "recentWilsonLowerBound": 0.14810790208917995,
"running": 8, "running": 8,
"selectionWeight": 0.31513758664991853, "selectionWeight": 0.34018995238735494,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 29.666666666666668, "throughputPerHour": 30.0,
"waiting": 4685 "waiting": 4679
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
"available": true, "available": true,
"backlogHours": 1163.5058823529412, "backlogHours": 1136.6896551724137,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Cambricon_mlu-370-x4", "gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 7, "maxConcurrentTasks": 7,
"qualityFactor": 0.20349571563156893, "qualityFactor": 0.2478915336028756,
"queueFactor": 0.9739112907557136, "queueFactor": 0.978659721314597,
"queueWeight": 0.9739112907557136, "queueWeight": 0.978659721314597,
"recentSuccess": 18, "recentSuccess": 19,
"recentSuccessRate": 0.21176470588235294, "recentSuccessRate": 0.21839080459770116,
"recentTerminal": 85, "recentTerminal": 87,
"recentWilsonLowerBound": 0.13836125681504122, "recentWilsonLowerBound": 0.14450701870548618,
"running": 7, "running": 7,
"selectionWeight": 0.19818677507399893, "selectionWeight": 0.2426014591920383,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 14.166666666666666, "throughputPerHour": 14.5,
"waiting": 16483 "waiting": 16482
}, },
"Cambricon_mlu-370-x8": { "Cambricon_mlu-370-x8": {
"available": true, "available": true,
"backlogHours": 393.94160583941607, "backlogHours": 388.1438848920863,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Cambricon_mlu-370-x8", "gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 7, "maxConcurrentTasks": 7,
"qualityFactor": 0.29672947570451064, "qualityFactor": 0.31787293952375084,
"queueFactor": 1.1456973553207161, "queueFactor": 1.1498179608814234,
"queueWeight": 1.1456973553207161, "queueWeight": 1.1498179608814234,
"recentSuccess": 31, "recentSuccess": 31,
"recentSuccessRate": 0.22627737226277372, "recentSuccessRate": 0.22302158273381295,
"recentTerminal": 137, "recentTerminal": 139,
"recentWilsonLowerBound": 0.1642371904152058, "recentWilsonLowerBound": 0.1617991188344597,
"running": 7, "running": 7,
"selectionWeight": 0.3399621755603605, "selectionWeight": 0.36549601514258323,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 22.833333333333332, "throughputPerHour": 23.166666666666668,
"waiting": 8995 "waiting": 8992
}, },
"Iluvatar_bi-100": { "Iluvatar_bi-100": {
"available": true, "available": true,
"backlogHours": 49.74496644295302, "backlogHours": 51.77622377622377,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_bi-100", "gpu": "Iluvatar_bi-100",
@@ -566,197 +566,197 @@
"qualityFactor": 0.05, "qualityFactor": 0.05,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 12, "recentSuccess": 13,
"recentSuccessRate": 0.026845637583892617, "recentSuccessRate": 0.030303030303030304,
"recentTerminal": 447, "recentTerminal": 429,
"recentWilsonLowerBound": 0.015422129030291231, "recentWilsonLowerBound": 0.01779310352672877,
"running": 26, "running": 24,
"selectionWeight": 0.065, "selectionWeight": 0.065,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 74.5, "throughputPerHour": 71.5,
"waiting": 3706 "waiting": 3702
}, },
"Iluvatar_bi-150": { "Iluvatar_bi-150": {
"available": true, "available": true,
"backlogHours": 158.35384615384615, "backlogHours": 166.59109311740892,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_bi-150", "gpu": "Iluvatar_bi-150",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 50, "maxConcurrentTasks": 50,
"qualityFactor": 0.15368621514116892, "qualityFactor": 0.16846276384087555,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 42, "recentSuccess": 40,
"recentSuccessRate": 0.16153846153846155, "recentSuccessRate": 0.16194331983805668,
"recentTerminal": 260, "recentTerminal": 247,
"recentWilsonLowerBound": 0.12178566032188906, "recentWilsonLowerBound": 0.12123706336371512,
"running": 53, "running": 50,
"selectionWeight": 0.1997920796835196, "selectionWeight": 0.21900159299313823,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 43.333333333333336, "throughputPerHour": 41.166666666666664,
"waiting": 6862 "waiting": 6858
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
"available": true, "available": true,
"backlogHours": 2216.714285714286, "backlogHours": 2216.5714285714284,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_mrv-100", "gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 2, "maxConcurrentTasks": 2,
"qualityFactor": 0.7477786863482055, "qualityFactor": 0.6884143084731833,
"queueFactor": 0.8841546395513163, "queueFactor": 0.8853719137446423,
"queueWeight": 0.8841546395513163, "queueWeight": 0.8853719137446423,
"recentSuccess": 16, "recentSuccess": 15,
"recentSuccessRate": 0.38095238095238093, "recentSuccessRate": 0.35714285714285715,
"recentTerminal": 42, "recentTerminal": 42,
"recentWilsonLowerBound": 0.24999520898785943, "recentWilsonLowerBound": 0.22988992501626865,
"running": 2, "running": 2,
"selectionWeight": 0.6611519948923545, "selectionWeight": 0.6095026937420969,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 7.0, "throughputPerHour": 7.0,
"waiting": 15517 "waiting": 15516
}, },
"Kunlunxin_p-800": { "Kunlunxin_p-800": {
"available": true, "available": true,
"backlogHours": 607.6235294117647, "backlogHours": 600.1395348837209,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Kunlunxin_p-800", "gpu": "Kunlunxin_p-800",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 8, "maxConcurrentTasks": 8,
"qualityFactor": 0.12276172379090801, "qualityFactor": 0.13235574425422306,
"queueFactor": 1.0735925787913523, "queueFactor": 1.0770606638111058,
"queueWeight": 1.0735925787913523, "queueWeight": 1.0770606638111058,
"recentSuccess": 15, "recentSuccess": 15,
"recentSuccessRate": 0.17647058823529413, "recentSuccessRate": 0.1744186046511628,
"recentTerminal": 85, "recentTerminal": 86,
"recentWilsonLowerBound": 0.10996266956209358, "recentWilsonLowerBound": 0.10864674362052465,
"running": 8, "running": 8,
"selectionWeight": 0.13179607562155263, "selectionWeight": 0.14255516576566643,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 14.166666666666666, "throughputPerHour": 14.333333333333334,
"waiting": 8608 "waiting": 8602
}, },
"MetaX_c-500": { "MetaX_c-500": {
"available": true, "available": true,
"backlogHours": 644.1818181818181, "backlogHours": 643.8181818181819,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "MetaX_c-500", "gpu": "MetaX_c-500",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 4, "maxConcurrentTasks": 4,
"qualityFactor": 0.3900771905943701, "qualityFactor": 0.4318502802082551,
"queueFactor": 1.0642249067813556, "queueFactor": 1.0657700581898115,
"queueWeight": 1.0642249067813556, "queueWeight": 1.0657700581898115,
"recentSuccess": 26, "recentSuccess": 26,
"recentSuccessRate": 0.26262626262626265, "recentSuccessRate": 0.26262626262626265,
"recentTerminal": 99, "recentTerminal": 99,
"recentWilsonLowerBound": 0.18598028163201125, "recentWilsonLowerBound": 0.18598028163201125,
"running": 5, "running": 4,
"selectionWeight": 0.4151298617978266, "selectionWeight": 0.46025309826683847,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 16.5, "throughputPerHour": 16.5,
"waiting": 10629 "waiting": 10623
}, },
"Mthreads_s4000": { "Mthreads_s4000": {
"available": true, "available": true,
"backlogHours": 2763.5510204081634, "backlogHours": 2763.4285714285716,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Mthreads_s4000", "gpu": "Mthreads_s4000",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 4, "maxConcurrentTasks": 4,
"qualityFactor": 2.5, "qualityFactor": 2.5,
"queueFactor": 0.8553907807346008, "queueFactor": 0.85656586639082,
"queueWeight": 0.8553907807346008, "queueWeight": 0.85656586639082,
"recentSuccess": 28, "recentSuccess": 27,
"recentSuccessRate": 0.5714285714285714, "recentSuccessRate": 0.5510204081632653,
"recentTerminal": 49, "recentTerminal": 49,
"recentWilsonLowerBound": 0.4327024751701555, "recentWilsonLowerBound": 0.4131486679967811,
"running": 4, "running": 4,
"selectionWeight": 2.138476951836502, "selectionWeight": 2.14141466597705,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 8.166666666666666, "throughputPerHour": 8.166666666666666,
"waiting": 22569 "waiting": 22568
}, },
"Sunrise_pt-200-x1": { "Sunrise_pt-200-x1": {
"available": true, "available": true,
"backlogHours": 3267.5625, "backlogHours": 3075.529411764706,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Sunrise_pt-200-x1", "gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 2, "maxConcurrentTasks": 2,
"qualityFactor": 0.12343643111814585, "qualityFactor": 0.11893756306205716,
"queueFactor": 0.8341633462959164, "queueFactor": 0.8429271025327199,
"queueWeight": 0.8341633462959164, "queueWeight": 0.8429271025327199,
"recentSuccess": 7, "recentSuccess": 7,
"recentSuccessRate": 0.21875, "recentSuccessRate": 0.20588235294117646,
"recentTerminal": 32, "recentTerminal": 34,
"recentWilsonLowerBound": 0.11023696931531854, "recentWilsonLowerBound": 0.10349396022351322,
"running": 2, "running": 2,
"selectionWeight": 0.10296614643633793, "selectionWeight": 0.10025569541420248,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 5.333333333333333, "throughputPerHour": 5.666666666666667,
"waiting": 17427 "waiting": 17428
}, },
"Vastai_va16": { "Vastai_va16": {
"available": true, "available": true,
"backlogHours": 902.9126213592233, "backlogHours": 911.6470588235294,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Vastai_va16", "gpu": "Vastai_va16",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 16, "maxConcurrentTasks": 16,
"qualityFactor": 0.7270972030381022, "qualityFactor": 0.7607953349638923,
"queueFactor": 1.0116675727166506, "queueFactor": 1.0115887486834805,
"queueWeight": 1.0116675727166506, "queueWeight": 1.0115887486834805,
"recentSuccess": 34, "recentSuccess": 33,
"recentSuccessRate": 0.3300970873786408, "recentSuccessRate": 0.3235294117647059,
"recentTerminal": 103, "recentTerminal": 102,
"recentWilsonLowerBound": 0.24682835312636037, "recentWilsonLowerBound": 0.2405777016662478,
"running": 16, "running": 16,
"selectionWeight": 0.7355806625266226, "selectionWeight": 0.7696120009003532,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 17.166666666666668, "throughputPerHour": 17.0,
"waiting": 15500 "waiting": 15498
}, },
"hygon_k100-ai": { "hygon_k100-ai": {
"available": true, "available": true,
"backlogHours": 1048.1052631578948, "backlogHours": 1057.2212389380531,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "hygon_k100-ai", "gpu": "hygon_k100-ai",
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 6, "maxConcurrentTasks": 6,
"qualityFactor": 0.5756098368791526, "qualityFactor": 0.554195320436694,
"queueFactor": 0.989290760392536, "queueFactor": 0.9893572000092813,
"queueWeight": 0.989290760392536, "queueWeight": 0.9893572000092813,
"recentSuccess": 34, "recentSuccess": 32,
"recentSuccessRate": 0.2982456140350877, "recentSuccessRate": 0.2831858407079646,
"recentTerminal": 114, "recentTerminal": 113,
"recentWilsonLowerBound": 0.22196010636934352, "recentWilsonLowerBound": 0.208308815973215,
"running": 6, "running": 6,
"selectionWeight": 0.5694454932156005, "selectionWeight": 0.548297130485494,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 19.0, "throughputPerHour": 18.833333333333332,
"waiting": 19914 "waiting": 19911
} }
}, },
"queueAttemptedAt": "2026-10-10T13:18:04.577260+00:00", "queueAttemptedAt": "2026-10-10T13:30:15.073568+00:00",
"queueError": null, "queueError": null,
"queueUpdatedAt": "2026-10-10T13:18:04.577260+00:00", "queueUpdatedAt": "2026-10-10T13:30:15.073568+00:00",
"supportedGpus": [ "supportedGpus": [
"Cambricon_mlu-370-x4", "Cambricon_mlu-370-x4",
"Vastai_va16", "Vastai_va16",

1520
.modelhub_state/official_capabilities.json
View File

File diff suppressed because it is too large Load Diff

8
manifest.json
View File

@@ -4,8 +4,8 @@
".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
".modelhub_state/architecture_compatibility_blacklist.json": "d1799405ec02f838008c9869de5d152a73435b11f57d46206af07ab734de65af", ".modelhub_state/architecture_compatibility_blacklist.json": "d1799405ec02f838008c9869de5d152a73435b11f57d46206af07ab734de65af",
".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
".modelhub_state/market_intelligence.json": "5521fb98781e524c7a451786574484c9ac728069438e20e59134fcd588c4148e", ".modelhub_state/market_intelligence.json": "4d86ea0b3f28ebab305ae037f86d365024b1cffd927235a302c24b08591a57a1",
".modelhub_state/official_capabilities.json": "3f48fc54389023e25b8468eb3e2a4ba387675de47f03040c56a4ca5d70a1a93b", ".modelhub_state/official_capabilities.json": "21a29d41e58f863a054ab6739641332361897e83312957a37045c0059ecc862c",
".modelhub_state/outcome_checkpoint.json": "6210766d6833070735ef5f12054cf9e6742d04829e38777d1771722cfc6ec891", ".modelhub_state/outcome_checkpoint.json": "6210766d6833070735ef5f12054cf9e6742d04829e38777d1771722cfc6ec891",
".modelhub_state/queue_cleanup_latest.json": "b1cbfbf2c5f4580663e171ef807971073749da732dfcd8a09b81c745460ba3a3", ".modelhub_state/queue_cleanup_latest.json": "b1cbfbf2c5f4580663e171ef807971073749da732dfcd8a09b81c745460ba3a3",
".modelhub_state/recent_outcomes.jsonl": "4c67b55353e3950c4514887b788ed78c2d027a4b4f7b079da99cbfce6052698e", ".modelhub_state/recent_outcomes.jsonl": "4c67b55353e3950c4514887b788ed78c2d027a4b4f7b079da99cbfce6052698e",
@@ -17,9 +17,9 @@
"ledger/submissions.jsonl": "c08cdb80843cf0c36585dd43563daaf9a884421d4601582f9a6016ccf4964822", "ledger/submissions.jsonl": "c08cdb80843cf0c36585dd43563daaf9a884421d4601582f9a6016ccf4964822",
"outcomes/submissions.jsonl": "ae13ccafb3210abbd805faad335d74005aefbf30b58618f51175b54bf8d95b63" "outcomes/submissions.jsonl": "ae13ccafb3210abbd805faad335d74005aefbf30b58618f51175b54bf8d95b63"
}, },
"generation": 22994, "generation": 22995,
"phase": "cycle", "phase": "cycle",
"schemaVersion": 1, "schemaVersion": 1,
"updatedAt": "2026-10-10T13:28:00.873820+00:00", "updatedAt": "2026-10-10T13:30:39.246261+00:00",
"writerId": "43462b8a22de474db5c83d43b475a356" "writerId": "43462b8a22de474db5c83d43b475a356"
} }