state: generation 21909 (cycle)

This commit is contained in:
2026-10-07 16:07:18 +00:00
parent e27d15f697
commit 191b0643dd
9 changed files with 2010 additions and 1989 deletions

View File

@@ -2777,7 +2777,7 @@
"taskType": "text-generation" "taskType": "text-generation"
} }
}, },
"generatedAt": "2026-10-07T15:52:49.258010+00:00", "generatedAt": "2026-10-07T16:06:19.526725+00:00",
"summary": { "summary": {
"activeBlockCount": 140, "activeBlockCount": 140,
"byGpuFramework": { "byGpuFramework": {

View File

@@ -434,121 +434,121 @@
} }
}, },
"frameworkUpdatedAt": null, "frameworkUpdatedAt": null,
"generatedAt": "2026-10-07T16:05:12.856617+00:00", "generatedAt": "2026-10-07T16:07:11.875976+00:00",
"gpuStats": { "gpuStats": {
"Ascend_910-b3": { "Ascend_910-b3": {
"available": true, "available": true,
"backlogHours": 1127.0958904109589, "backlogHours": 1150.6993006993007,
"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": 0.9928259697594066, "qualityFactor": 1.0267159319087973,
"queueFactor": 0.9899985142292587, "queueFactor": 0.9813902361768371,
"queueWeight": 0.9899985142292587, "queueWeight": 0.9813902361768371,
"recentSuccess": 35, "recentSuccess": 34,
"recentSuccessRate": 0.23972602739726026, "recentSuccessRate": 0.23776223776223776,
"recentTerminal": 146, "recentTerminal": 143,
"recentWilsonLowerBound": 0.1777170167737743, "recentWilsonLowerBound": 0.17542483344265195,
"running": 8, "running": 8,
"selectionWeight": 0.9828962349500354, "selectionWeight": 1.007608990902496,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 24.333333333333332, "throughputPerHour": 23.833333333333332,
"waiting": 27426 "waiting": 27425
}, },
"Ascend_910-b4": { "Ascend_910-b4": {
"available": true, "available": true,
"backlogHours": 1232.054794520548, "backlogHours": 1199.24,
"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": 2.5, "qualityFactor": 2.5,
"queueFactor": 0.976864144594243, "queueFactor": 0.975326657363889,
"queueWeight": 0.976864144594243, "queueWeight": 0.975326657363889,
"recentSuccess": 50, "recentSuccess": 50,
"recentSuccessRate": 0.3424657534246575, "recentSuccessRate": 0.3333333333333333,
"recentTerminal": 146, "recentTerminal": 150,
"recentWilsonLowerBound": 0.27041584886057934, "recentWilsonLowerBound": 0.2628864565745068,
"running": 8, "running": 8,
"selectionWeight": 2.4421603614856076, "selectionWeight": 2.4383166434097223,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 24.333333333333332, "throughputPerHour": 25.0,
"waiting": 29980 "waiting": 29981
}, },
"Biren_166m": { "Biren_166m": {
"available": true, "available": true,
"backlogHours": 157.2574850299401, "backlogHours": 159.12727272727273,
"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": 0.8457817540852562, "qualityFactor": 0.924899624064371,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 37, "recentSuccess": 37,
"recentSuccessRate": 0.2215568862275449, "recentSuccessRate": 0.22424242424242424,
"recentTerminal": 167, "recentTerminal": 165,
"recentWilsonLowerBound": 0.1652288635924317, "recentWilsonLowerBound": 0.1672918740906337,
"running": 8, "running": 8,
"selectionWeight": 1.0995162803108331, "selectionWeight": 1.2023695112836823,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 27.833333333333332, "throughputPerHour": 27.5,
"waiting": 4377 "waiting": 4376
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
"available": true, "available": true,
"backlogHours": 1035.6969696969697, "backlogHours": 967.3018867924528,
"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": 0.3460219891089481, "qualityFactor": 0.42802058266162984,
"queueFactor": 1.0026370916930805, "queueFactor": 1.0072834653442782,
"queueWeight": 1.0026370916930805, "queueWeight": 1.0072834653442782,
"recentSuccess": 17, "recentSuccess": 19,
"recentSuccessRate": 0.1717171717171717, "recentSuccessRate": 0.1792452830188679,
"recentTerminal": 99, "recentTerminal": 106,
"recentWilsonLowerBound": 0.11006570016266973, "recentWilsonLowerBound": 0.11786105495852323,
"running": 7, "running": 7,
"selectionWeight": 0.3469344808220505, "selectionWeight": 0.4311380557420836,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 16.5, "throughputPerHour": 17.666666666666668,
"waiting": 17089 "waiting": 17089
}, },
"Cambricon_mlu-370-x8": { "Cambricon_mlu-370-x8": {
"available": true, "available": true,
"backlogHours": 408.17391304347825, "backlogHours": 420.4925373134329,
"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": 1.0462289998567718, "qualityFactor": 1.1007891489916681,
"queueFactor": 1.152927202092229, "queueFactor": 1.141358996439164,
"queueWeight": 1.152927202092229, "queueWeight": 1.141358996439164,
"recentSuccess": 34, "recentSuccess": 33,
"recentSuccessRate": 0.2463768115942029, "recentSuccessRate": 0.2462686567164179,
"recentTerminal": 138, "recentTerminal": 134,
"recentWilsonLowerBound": 0.18200007681875943, "recentWilsonLowerBound": 0.18106846409287522,
"running": 7, "running": 7,
"selectionWeight": 1.206225873552619, "selectionWeight": 1.2563955983842516,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 23.0, "throughputPerHour": 22.333333333333332,
"waiting": 9388 "waiting": 9391
}, },
"Iluvatar_bi-100": { "Iluvatar_bi-100": {
"available": true, "available": true,
"backlogHours": 87.37991266375546, "backlogHours": 88.51327433628319,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_bi-100", "gpu": "Iluvatar_bi-100",
@@ -557,148 +557,148 @@
"qualityFactor": 0.05, "qualityFactor": 0.05,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 7, "recentSuccess": 6,
"recentSuccessRate": 0.03056768558951965, "recentSuccessRate": 0.02654867256637168,
"recentTerminal": 229, "recentTerminal": 226,
"recentWilsonLowerBound": 0.014884149314845559, "recentWilsonLowerBound": 0.012222891521605422,
"running": 24, "running": 24,
"selectionWeight": 0.065, "selectionWeight": 0.065,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 38.166666666666664, "throughputPerHour": 37.666666666666664,
"waiting": 3335 "waiting": 3334
}, },
"Iluvatar_bi-150": { "Iluvatar_bi-150": {
"available": true, "available": true,
"backlogHours": 171.66964285714283, "backlogHours": 173.24324324324326,
"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": 0.7210057744548042, "qualityFactor": 0.7391782958980299,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 45, "recentSuccess": 44,
"recentSuccessRate": 0.20089285714285715, "recentSuccessRate": 0.1981981981981982,
"recentTerminal": 224, "recentTerminal": 222,
"recentWilsonLowerBound": 0.15366572909674223, "recentWilsonLowerBound": 0.15108694468694997,
"running": 3, "running": 1,
"selectionWeight": 0.9373075067912454, "selectionWeight": 0.9609317846674389,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 37.333333333333336, "throughputPerHour": 37.0,
"waiting": 6409 "waiting": 6410
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
"available": true, "available": true,
"backlogHours": 1757.2075471698113, "backlogHours": 1790.769230769231,
"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": 0.5382424343779434, "qualityFactor": 0.46547936300883225,
"queueFactor": 0.9262009322214696, "queueFactor": 0.9183961759079041,
"queueWeight": 0.9262009322214696, "queueWeight": 0.9183961759079041,
"recentSuccess": 12, "recentSuccess": 11,
"recentSuccessRate": 0.22641509433962265, "recentSuccessRate": 0.21153846153846154,
"recentTerminal": 53, "recentTerminal": 52,
"recentWilsonLowerBound": 0.13454499977265524, "recentWilsonLowerBound": 0.12244245849448493,
"running": 2, "running": 2,
"selectionWeight": 0.49852064448200434, "selectionWeight": 0.4274944669513587,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 8.833333333333334, "throughputPerHour": 8.666666666666666,
"waiting": 15522 "waiting": 15520
}, },
"Kunlunxin_p-800": { "Kunlunxin_p-800": {
"available": true, "available": true,
"backlogHours": 389.03496503496507, "backlogHours": 388.7832167832168,
"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": 0.3044557950948112, "qualityFactor": 0.40902293485838315,
"queueFactor": 1.161262434597684, "queueFactor": 1.1548614483353792,
"queueWeight": 1.161262434597684, "queueWeight": 1.1548614483353792,
"recentSuccess": 22, "recentSuccess": 24,
"recentSuccessRate": 0.15384615384615385, "recentSuccessRate": 0.16783216783216784,
"recentTerminal": 143, "recentTerminal": 143,
"recentWilsonLowerBound": 0.103845722608873, "recentWilsonLowerBound": 0.11545375287326685,
"running": 8, "running": 8,
"selectionWeight": 0.35355307783917406, "selectionWeight": 0.4723648189529398,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 23.833333333333332, "throughputPerHour": 23.833333333333332,
"waiting": 9272 "waiting": 9266
}, },
"MetaX_c-500": { "MetaX_c-500": {
"available": true, "available": true,
"backlogHours": 566.4827586206897, "backlogHours": 556.8813559322034,
"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": 1.2194046342220963, "qualityFactor": 1.2478442687403684,
"queueFactor": 1.0976166044820659, "queueFactor": 1.0942627322421152,
"queueWeight": 1.0976166044820659, "queueWeight": 1.0942627322421152,
"recentSuccess": 31, "recentSuccess": 31,
"recentSuccessRate": 0.2672413793103448, "recentSuccessRate": 0.2627118644067797,
"recentTerminal": 116, "recentTerminal": 118,
"recentWilsonLowerBound": 0.19512298408590828, "recentWilsonLowerBound": 0.19168832306387246,
"running": 4, "running": 4,
"selectionWeight": 1.338438774104553, "selectionWeight": 1.3654694789244999,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 19.333333333333332, "throughputPerHour": 19.666666666666668,
"waiting": 10952 "waiting": 10952
}, },
"Mthreads_s4000": { "Mthreads_s4000": {
"available": true, "available": true,
"backlogHours": 1571.855421686747, "backlogHours": 1534.5882352941178,
"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": 1.1811712603640234, "qualityFactor": 1.1899700044743686,
"queueFactor": 0.9418175592035312, "queueFactor": 0.9399120784624443,
"queueWeight": 0.9418175592035312, "queueWeight": 0.9399120784624443,
"recentSuccess": 23, "recentSuccess": 23,
"recentSuccessRate": 0.27710843373493976, "recentSuccessRate": 0.27058823529411763,
"recentTerminal": 83, "recentTerminal": 85,
"recentWilsonLowerBound": 0.1923179435941366, "recentWilsonLowerBound": 0.18759486332171668,
"running": 4, "running": 4,
"selectionWeight": 1.112447833437403, "selectionWeight": 1.118467180213468,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 13.833333333333334, "throughputPerHour": 14.166666666666666,
"waiting": 21744 "waiting": 21740
}, },
"Sunrise_pt-200-x1": { "Sunrise_pt-200-x1": {
"available": true, "available": true,
"backlogHours": 2773.945945945946, "backlogHours": 2566.0499999999997,
"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": 0.37283572065067505, "qualityFactor": 0.4714977352051353,
"queueFactor": 0.8648961694440166, "queueFactor": 0.870154244763657,
"queueWeight": 0.8648961694440166, "queueWeight": 0.870154244763657,
"recentSuccess": 8, "recentSuccess": 9,
"recentSuccessRate": 0.21621621621621623, "recentSuccessRate": 0.225,
"recentTerminal": 37, "recentTerminal": 40,
"recentWilsonLowerBound": 0.11386376851955585, "recentWilsonLowerBound": 0.12315953254678531,
"running": 2, "running": 2,
"selectionWeight": 0.3224641866226683, "selectionWeight": 0.41027575568519925,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 6.166666666666667, "throughputPerHour": 6.666666666666667,
"waiting": 17106 "waiting": 17107
}, },
"Vastai_va16": { "Vastai_va16": {
"available": true, "available": true,
@@ -709,14 +709,14 @@
"healthFactor": 1.0, "healthFactor": 1.0,
"maxConcurrentTasks": 16, "maxConcurrentTasks": 16,
"qualityFactor": 0.05, "qualityFactor": 0.05,
"queueFactor": 0.9618835873051075, "queueFactor": 0.9564887182308763,
"queueWeight": 0.9618835873051075, "queueWeight": 0.9564887182308763,
"recentSuccess": 0, "recentSuccess": 0,
"recentSuccessRate": 0.0, "recentSuccessRate": 0.0,
"recentTerminal": 75, "recentTerminal": 75,
"recentWilsonLowerBound": 0.0, "recentWilsonLowerBound": 0.0,
"running": 16, "running": 16,
"selectionWeight": 0.048094179365255375, "selectionWeight": 0.04782443591154382,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 12.5, "throughputPerHour": 12.5,
@@ -724,30 +724,30 @@
}, },
"hygon_k100-ai": { "hygon_k100-ai": {
"available": true, "available": true,
"backlogHours": 1072.3865546218487, "backlogHours": 1063.2,
"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": 0.7975352012528389, "qualityFactor": 0.7530175867126199,
"queueFactor": 0.9974151687782413, "queueFactor": 0.9931017908903218,
"queueWeight": 0.9974151687782413, "queueWeight": 0.9931017908903218,
"recentSuccess": 27, "recentSuccess": 26,
"recentSuccessRate": 0.226890756302521, "recentSuccessRate": 0.21666666666666667,
"recentTerminal": 119, "recentTerminal": 120,
"recentWilsonLowerBound": 0.16087596514594535, "recentWilsonLowerBound": 0.15236622842757383,
"running": 6, "running": 6,
"selectionWeight": 0.795473707364189, "selectionWeight": 0.7478231139362109,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 19.833333333333332, "throughputPerHour": 20.0,
"waiting": 21269 "waiting": 21264
} }
}, },
"queueAttemptedAt": "2026-10-07T15:57:04.262702+00:00", "queueAttemptedAt": "2026-10-07T16:07:11.875976+00:00",
"queueError": null, "queueError": null,
"queueUpdatedAt": "2026-10-07T15:57:04.262702+00:00", "queueUpdatedAt": "2026-10-07T16:07:11.875976+00:00",
"supportedGpus": [ "supportedGpus": [
"Vastai_va16", "Vastai_va16",
"Cambricon_mlu-370-x4", "Cambricon_mlu-370-x4",

View File

@@ -1,5 +1,5 @@
{ {
"catalogUpdatedAt": "2026-10-07T16:05:12.856617+00:00", "catalogUpdatedAt": "2026-10-07T16:07:11.875976+00:00",
"configuredTaskTypes": [ "configuredTaskTypes": [
"text-generation" "text-generation"
], ],
@@ -56,7 +56,7 @@
"time-series-forecasting" "time-series-forecasting"
], ],
"errors": [], "errors": [],
"generatedAt": "2026-10-07T16:05:12.856617+00:00", "generatedAt": "2026-10-07T16:07:11.875976+00:00",
"gpuCatalog": { "gpuCatalog": {
"Ascend_910-b3": { "Ascend_910-b3": {
"canVerify": true, "canVerify": true,
@@ -6971,6 +6971,6 @@
"updateTime": "2025-12-22 08:59:53" "updateTime": "2025-12-22 08:59:53"
} }
], ],
"taskTreeUpdatedAt": "2026-10-07T16:05:12.856617+00:00", "taskTreeUpdatedAt": "2026-10-07T16:07:11.875976+00:00",
"version": 1 "version": 1
} }

View File

@@ -1,6 +1,6 @@
{ {
"generatedAt": "2026-10-07T15:52:49.143323+00:00", "generatedAt": "2026-10-07T16:06:19.430450+00:00",
"lastSyncTime": "2026-10-07T15:52:48.873111+00:00", "lastSyncTime": "2026-10-07T16:06:19.147209+00:00",
"recentLimit": 300, "recentLimit": 300,
"report": { "report": {
"architectureCompatibilityBlocks": { "architectureCompatibilityBlocks": {
@@ -4856,7 +4856,7 @@
"decisionSuccessRate": 0.2264, "decisionSuccessRate": 0.2264,
"decisionTotal": 106, "decisionTotal": 106,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 78, "ambiguous_runtime": 79,
"attention_backend": 2, "attention_backend": 2,
"backend_operator": 8, "backend_operator": 8,
"framework_architecture_unsupported": 59, "framework_architecture_unsupported": 59,
@@ -4868,18 +4868,18 @@
"tokenizer_compatibility": 3, "tokenizer_compatibility": 3,
"参数/模板问题": 12 "参数/模板问题": 12
}, },
"failureCount": 173, "failureCount": 174,
"failureRate": 0.8782, "failureRate": 0.8788,
"framework": "vllm", "framework": "vllm",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 1, "platformFailureCount": 1,
"successCount": 24, "successCount": 24,
"successRate": 0.1218, "successRate": 0.1212,
"targetGpu": "Mthreads_s4000", "targetGpu": "Mthreads_s4000",
"taskType": "text-generation", "taskType": "text-generation",
"total": 197, "total": 198,
"unresolvedFailureCount": 90 "unresolvedFailureCount": 91
}, },
"Mthreads_s4000|vllm|visual-multi-modal": { "Mthreads_s4000|vllm|visual-multi-modal": {
"attributableFailureCount": 1, "attributableFailureCount": 1,
@@ -5509,7 +5509,7 @@
"decisionSuccessRate": 0.0278, "decisionSuccessRate": 0.0278,
"decisionTotal": 3774, "decisionTotal": 3774,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 1601, "ambiguous_runtime": 1602,
"architecture_compatibility": 112, "architecture_compatibility": 112,
"attention_backend": 3, "attention_backend": 3,
"backend_operator": 94, "backend_operator": 94,
@@ -5523,15 +5523,15 @@
"tokenizer_compatibility": 420, "tokenizer_compatibility": 420,
"参数/模板问题": 50 "参数/模板问题": 50
}, },
"failureCount": 6199, "failureCount": 6200,
"failureRate": 0.9833, "failureRate": 0.9833,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 879, "platformFailureCount": 879,
"successCount": 105, "successCount": 105,
"successRate": 0.0167, "successRate": 0.0167,
"total": 6304, "total": 6305,
"unresolvedFailureCount": 1651 "unresolvedFailureCount": 1652
}, },
"vllm-customized": { "vllm-customized": {
"attributableFailureCount": 15, "attributableFailureCount": 15,
@@ -5681,7 +5681,7 @@
"unresolvedFailureCount": 257 "unresolvedFailureCount": 257
} }
}, },
"generatedAt": "2026-10-07T15:52:49.127412+00:00", "generatedAt": "2026-10-07T16:06:19.414363+00:00",
"gpuSummaries": { "gpuSummaries": {
"Ascend_910-b3": { "Ascend_910-b3": {
"attributableFailureCount": 119, "attributableFailureCount": 119,
@@ -5992,7 +5992,7 @@
"decisionSuccessRate": 0.3435, "decisionSuccessRate": 0.3435,
"decisionTotal": 131, "decisionTotal": 131,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 124, "ambiguous_runtime": 125,
"attention_backend": 2, "attention_backend": 2,
"backend_operator": 8, "backend_operator": 8,
"framework_architecture_unsupported": 60, "framework_architecture_unsupported": 60,
@@ -6006,15 +6006,15 @@
"日志缺失": 96, "日志缺失": 96,
"验证失败": 26 "验证失败": 26
}, },
"failureCount": 389, "failureCount": 390,
"failureRate": 0.8963, "failureRate": 0.8966,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 1, "platformFailureCount": 1,
"successCount": 45, "successCount": 45,
"successRate": 0.1037, "successRate": 0.1034,
"total": 434, "total": 435,
"unresolvedFailureCount": 302 "unresolvedFailureCount": 303
}, },
"Sunrise_pt-200-x1": { "Sunrise_pt-200-x1": {
"attributableFailureCount": 767, "attributableFailureCount": 767,
@@ -21576,9 +21576,9 @@
"decisionSuccessRate": 0.0, "decisionSuccessRate": 0.0,
"decisionTotal": 0, "decisionTotal": 0,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 2 "ambiguous_runtime": 3
}, },
"failureCount": 2, "failureCount": 3,
"failureRate": 1.0, "failureRate": 1.0,
"framework": "vllm", "framework": "vllm",
"modelType": "gemma2", "modelType": "gemma2",
@@ -21590,8 +21590,8 @@
"successRate": 0.0, "successRate": 0.0,
"targetGpu": "Mthreads_s4000", "targetGpu": "Mthreads_s4000",
"taskType": "text-generation", "taskType": "text-generation",
"total": 2, "total": 3,
"unresolvedFailureCount": 2 "unresolvedFailureCount": 3
}, },
"Mthreads_s4000|vllm|text-generation|gemma3|compressed-tensors": { "Mthreads_s4000|vllm|text-generation|gemma3|compressed-tensors": {
"attributableFailureCount": 0, "attributableFailureCount": 0,
@@ -52910,6 +52910,30 @@
"total": 2, "total": 2,
"unresolvedFailureCount": 2 "unresolvedFailureCount": 2
}, },
"Mthreads_s4000|vllm|text-generation|gemma2|compressed-tensors|34": {
"attributableFailureCount": 0,
"decisionFailureRate": 0.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 0,
"failureBreakdown": {
"ambiguous_runtime": 1
},
"failureCount": 1,
"failureRate": 1.0,
"framework": "vllm",
"loadSizeLog2Bucket": 34,
"modelType": "gemma2",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"quantizationMethod": "compressed-tensors",
"successCount": 0,
"successRate": 0.0,
"targetGpu": "Mthreads_s4000",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 1
},
"Mthreads_s4000|vllm|text-generation|gemma3|compressed-tensors|34": { "Mthreads_s4000|vllm|text-generation|gemma3|compressed-tensors|34": {
"attributableFailureCount": 0, "attributableFailureCount": 0,
"decisionFailureRate": 0.0, "decisionFailureRate": 0.0,
@@ -58305,15 +58329,15 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
} }
}, },
"terminalRecords": 17408, "terminalRecords": 17409,
"totalRecords": 17665, "totalRecords": 17666,
"totals": { "totals": {
"attributableFailureCount": 6249, "attributableFailureCount": 6249,
"decisionFailureRate": 0.8647, "decisionFailureRate": 0.8647,
"decisionSuccessRate": 0.1353, "decisionSuccessRate": 0.1353,
"decisionTotal": 7227, "decisionTotal": 7227,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 4568, "ambiguous_runtime": 4569,
"architecture_compatibility": 212, "architecture_compatibility": 212,
"attention_backend": 3, "attention_backend": 3,
"backend_operator": 129, "backend_operator": 129,
@@ -58329,15 +58353,15 @@
"日志缺失": 719, "日志缺失": 719,
"验证失败": 676 "验证失败": 676
}, },
"failureCount": 16430, "failureCount": 16431,
"failureRate": 0.9438, "failureRate": 0.9438,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 952, "platformFailureCount": 952,
"successCount": 978, "successCount": 978,
"successRate": 0.0562, "successRate": 0.0562,
"total": 17408, "total": 17409,
"unresolvedFailureCount": 9229 "unresolvedFailureCount": 9230
}, },
"warnings": [ "warnings": [
"GPU MetaX_c-500 本地统计失败率偏高(≥50%),建议重点关注。", "GPU MetaX_c-500 本地统计失败率偏高(≥50%),建议重点关注。",
@@ -58346,14 +58370,14 @@
"GPU hygon_k100-ai 本地统计失败率偏高(≥50%),建议重点关注。", "GPU hygon_k100-ai 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Vastai_va16 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Vastai_va16 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Ascend_910-b3 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Ascend_910-b3 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Mthreads_s4000 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Iluvatar_mrv-100 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Kunlunxin_p-800 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Kunlunxin_p-800 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Cambricon_mlu-370-x8 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Cambricon_mlu-370-x8 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Sunrise_pt-200-x1 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Sunrise_pt-200-x1 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Ascend_910-b4 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Ascend_910-b4 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Cambricon_mlu-370-x4 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Cambricon_mlu-370-x4 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Iluvatar_bi-100 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Iluvatar_bi-100 本地统计失败率偏高(≥50%),建议重点关注。",
"GPU Iluvatar_mrv-100 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Mthreads_s4000 本地统计失败率偏高(≥50%),建议重点关注。",
"组合 Vastai_va16|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Vastai_va16|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。",
"组合 Ascend_910-b3|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Ascend_910-b3|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。",
"组合 Iluvatar_mrv-100|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_mrv-100|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。",
@@ -58398,6 +58422,6 @@
] ]
}, },
"storageMode": "decision_state_only", "storageMode": "decision_state_only",
"summarizedRecords": 17665, "summarizedRecords": 17666,
"version": 1 "version": 1
} }

File diff suppressed because it is too large Load Diff

File diff suppressed because it is too large Load Diff

View File

@@ -318,7 +318,6 @@
{"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-mamba2-n64-g8-v1_C", "modelId": "nkkbr/Mini-K3-1H-mamba2-n64-g8-v1_C", "submitTime": "2026-09-22T00:22:45.554951+00:00", "targetGpu": "Vastai_va16", "taskId": "5009581", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"} {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-mamba2-n64-g8-v1_C", "modelId": "nkkbr/Mini-K3-1H-mamba2-n64-g8-v1_C", "submitTime": "2026-09-22T00:22:45.554951+00:00", "targetGpu": "Vastai_va16", "taskId": "5009581", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"}
{"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-64-v2", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "submitTime": "2026-09-22T00:24:45.276404+00:00", "targetGpu": "Vastai_va16", "taskId": "5009607", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"} {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-64-v2", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "submitTime": "2026-09-22T00:24:45.276404+00:00", "targetGpu": "Vastai_va16", "taskId": "5009607", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-vastai-va16"}
{"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g2-v2_C", "modelId": "nkkbr/Mini-K3-1H-decay-g2-v2_C", "submitTime": "2026-09-22T00:28:30.059124+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "5009647", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-sunrise-pt-200-x1"} {"framework": "vllm_fix_tokenizer", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g2-v2_C", "modelId": "nkkbr/Mini-K3-1H-decay-g2-v2_C", "submitTime": "2026-09-22T00:28:30.059124+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "5009647", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-fix-tokenizer-sunrise-pt-200-x1"}
{"framework": "vllm_0_17_0_corex_4_4_0", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-mamba2-n64-g8-v1_C", "modelId": "nkkbr/Mini-K3-1H-mamba2-n64-g8-v1_C", "submitTime": "2026-09-22T00:33:50.449290+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5009715", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-0-17-0-corex-4-4-0-iluvatar-bi-150"}
{"framework": "vllm_0_17_0_corex_4_4_0", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-64-v2", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "submitTime": "2026-09-22T00:34:31.846322+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5009718", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-0-17-0-corex-4-4-0-iluvatar-bi-150"} {"framework": "vllm_0_17_0_corex_4_4_0", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-64-v2", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "submitTime": "2026-09-22T00:34:31.846322+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "5009718", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-0-17-0-corex-4-4-0-iluvatar-bi-150"}
{"framework": "vllm-mlu", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g64-v2_B", "modelId": "nkkbr/Mini-K3-1H-decay-g64-v2_B", "submitTime": "2026-09-22T00:37:44.750905+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5009753", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mlu-cambricon-mlu-370-x4"} {"framework": "vllm-mlu", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-decay-g64-v2_B", "modelId": "nkkbr/Mini-K3-1H-decay-g64-v2_B", "submitTime": "2026-09-22T00:37:44.750905+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5009753", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mlu-cambricon-mlu-370-x4"}
{"framework": "vllm-mlu", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-8-v2_D", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-8-v2_D", "submitTime": "2026-09-22T00:37:44.745012+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5009752", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mlu-cambricon-mlu-370-x4"} {"framework": "vllm-mlu", "modelAddress": "https://modelscope.cn/models/nkkbr/Mini-K3-1H-kda-kernel-8-v2_D", "modelId": "nkkbr/Mini-K3-1H-kda-kernel-8-v2_D", "submitTime": "2026-09-22T00:37:44.745012+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "5009752", "taskType": "text-generation", "templateId": "modelhub-live-text-generation-vllm-mlu-cambricon-mlu-370-x4"}

View File

@@ -2,24 +2,24 @@
"agentVersion": "2026.09.04.4", "agentVersion": "2026.09.04.4",
"checksums": { "checksums": {
".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
".modelhub_state/architecture_compatibility_blacklist.json": "47564212b44ddc1cc17f9aee5e19557771bb2a11b0e3ea30f3bd01202696f080", ".modelhub_state/architecture_compatibility_blacklist.json": "cd4821e03b9b75fb79dea0eb228d476bc622691497e797e7d1557c07ca72e635",
".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
".modelhub_state/market_intelligence.json": "a6dfdab6fcccaa8887ba467437b195b95a14fa7caa62c8708ef11546aab42021", ".modelhub_state/market_intelligence.json": "0d0755f7a4e4dd13c51441e7304dcdb9962b771a2b468a25d2fae68ebe16521e",
".modelhub_state/official_capabilities.json": "16063c37a73f04d4c9307930cd2420b87937abf600750effceee94d5f7c0625a", ".modelhub_state/official_capabilities.json": "093021368975cf5c855f81c0a93380ac50732caafa8c7c8727ae22fda323f979",
".modelhub_state/outcome_checkpoint.json": "824f31a16ae15a6cce52f879812e765ca65bfa66949d9538d6ad8fa7b13f2083", ".modelhub_state/outcome_checkpoint.json": "a117903cfb63a1165e63da017f6e7e66e2c12a8d8840f7d08a9051f8ce579603",
".modelhub_state/queue_cleanup_latest.json": "81db69056896fcc0282a683fe01164f1de86b8b4ba0258960890ab24480ee020", ".modelhub_state/queue_cleanup_latest.json": "81db69056896fcc0282a683fe01164f1de86b8b4ba0258960890ab24480ee020",
".modelhub_state/recent_outcomes.jsonl": "9b5c9c191d8b07c797372b3a410151b196023d64e0997df5324139448143b794", ".modelhub_state/recent_outcomes.jsonl": "9b5c9c191d8b07c797372b3a410151b196023d64e0997df5324139448143b794",
".modelhub_state/recovery_active_tasks.jsonl": "21a1b65dede28cfc2816a7815b9dd71cc7e69c6a7dcda6ee94d1d5728fa5ac41", ".modelhub_state/recovery_active_tasks.jsonl": "82d6bfc12295cf5a1818cd7b8d6f67c8a59c4b0f76a803455f84c6920c46d57e",
".modelhub_state/recovery_intents.jsonl": "8f5ac54afd45724b3527087cfdda4d190a61817346357ad997edc72d2b7b4349", ".modelhub_state/recovery_intents.jsonl": "5aea036f0cf70584647d74af7314593c10350fc49388e478ac980139473d4fc4",
".modelhub_state/routing_intelligence.json": "e3daffbfe2a3390cee9130d34c9be6e58dc21d0039e08726c2eb991348872a68", ".modelhub_state/routing_intelligence.json": "e3daffbfe2a3390cee9130d34c9be6e58dc21d0039e08726c2eb991348872a68",
".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b", ".modelhub_state/submission_exclusions.jsonl": "dca7091e8b1da8bf9b3ecb95fe573b2a41666601edf86cea13ce9ce738b9eb7b",
".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f", ".modelhub_state/worker_crashes.jsonl": "b321ea3648ae6b322601ed30ef8c3b1da0f13612af1bde3a64b0d41dc18a7b9f",
"ledger/submissions.jsonl": "e3c6cfed4f11a26c05ff651ac81a8412c366303ee4cc87e5b11e2ce12fc7320a", "ledger/submissions.jsonl": "870a9a204b88bb82244ab0f76eb494806b8c8134ff2a8fed1672b8f99c4ccd6c",
"outcomes/submissions.jsonl": "b55a6912411fc2e2ea3f602f8015ef9ba36b2170416784914dbfc38cdc90923d" "outcomes/submissions.jsonl": "715b866f1b2a33e8f7b83bfaab94a2821c82bb678231c488043f0e9e478cd285"
}, },
"generation": 21908, "generation": 21909,
"phase": "cycle", "phase": "cycle",
"schemaVersion": 1, "schemaVersion": 1,
"updatedAt": "2026-10-07T16:05:13.928759+00:00", "updatedAt": "2026-10-07T16:07:18.692912+00:00",
"writerId": "33ed03361c5848e88b8ce6204fb4f7d2" "writerId": "33ed03361c5848e88b8ce6204fb4f7d2"
} }

View File

@@ -144,7 +144,6 @@
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-20T12:01:00.671248+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T03:53:59.224352+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4970246", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-20T12:01:00.671248+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T03:53:59.224352+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4970246", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-20T12:21:49.901858+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:10:03.058495+00:00", "targetGpu": "MetaX_c-500", "taskId": "4970512", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-20T12:21:49.901858+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "533968aac3b9c90272dfbe2866791f782e077f0dceee5b6ffffce48ba6674a10", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:10:03.058495+00:00", "targetGpu": "MetaX_c-500", "taskId": "4970512", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:21:49.901659+00:00", "modelId": "RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w8a16", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 72670025872, "estimatedRequiredGiB": 81.225, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 72679340864, "modelscopeLicense": "llama3.1", "modelscopeParams": 70553706496, "modelscopeTags": ["license:llama3.1", "model_type:llama", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:int88", "custom_tag:vllm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 72679340864}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:14:34.788367+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4970568", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:21:49.901659+00:00", "modelId": "RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w8a16", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 72670025872, "estimatedRequiredGiB": 81.225, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 72679340864, "modelscopeLicense": "llama3.1", "modelscopeParams": 70553706496, "modelscopeTags": ["license:llama3.1", "model_type:llama", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:int88", "custom_tag:vllm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 72679340864}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:14:34.788367+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4970568", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-20T12:21:49.901918+00:00", "modelId": "RedHatAI/gemma-2-27b-it-quantized.w8a16", "modelProfile": {"architectures": ["Gemma2ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 30775446656, "estimatedRequiredGiB": 34.419, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "gemma2", "modelscopeFileSize": 30797371689, "modelscopeLicense": "gemma", "modelscopeParams": 28406776320, "modelscopeTags": ["license:gemma", "model_type:gemma2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:int8", "custom_tag:vllm"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "compressed-tensors", "repositoryOnDiskBytes": 30797371689}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:14:42.093442+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4970600", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:34:29.856383+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:26:45.109939+00:00", "targetGpu": "Vastai_va16", "taskId": "4970729", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:34:29.856383+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:26:45.109939+00:00", "targetGpu": "Vastai_va16", "taskId": "4970729", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:46:14.462938+00:00", "modelId": "empero-ai/Qwen3.8-35B-A3B-Distill", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 71903778536, "estimatedRequiredGiB": 80.392, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 71933964484, "modelscopeLicense": "apache-2.0", "modelscopeParams": 35951822704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:empero-ai", "custom_tag:qwen3.6", "custom_tag:qwen3.8", "custom_tag:distillation", "custom_tag:reasoning", "custom_tag:function-calling", "custom_tag:moe", "custom_tag:sft"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "recentProfileFeedback": {"attributableFailureCount": 0, "consecutiveFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": {"ambiguous_runtime": 2}, "failureCount": 2, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastTerminalAt": "2026-09-15T22:59:41.110897+00:00", "modelType": "qwen3_5_moe", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", "total": 2, "unresolvedFailureCount": 2}, "repositoryOnDiskBytes": 71933964484}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:42:19.067096+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4970926", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T12:46:14.462938+00:00", "modelId": "empero-ai/Qwen3.8-35B-A3B-Distill", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 71903778536, "estimatedRequiredGiB": 80.392, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 71933964484, "modelscopeLicense": "apache-2.0", "modelscopeParams": 35951822704, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5_moe", "library:pytorch", "library:transformer", "library:safetensors", "task:text-generation", "custom_tag:empero-ai", "custom_tag:qwen3.6", "custom_tag:qwen3.8", "custom_tag:distillation", "custom_tag:reasoning", "custom_tag:function-calling", "custom_tag:moe", "custom_tag:sft"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "recentProfileFeedback": {"attributableFailureCount": 0, "consecutiveFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": {"ambiguous_runtime": 2}, "failureCount": 2, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastTerminalAt": "2026-09-15T22:59:41.110897+00:00", "modelType": "qwen3_5_moe", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "quantizationMethod": "none", "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", "total": 2, "unresolvedFailureCount": 2}, "repositoryOnDiskBytes": 71933964484}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T04:42:19.067096+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4970926", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T16:51:24.761939+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T08:49:13.744928+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4974217", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-20T16:51:24.761939+00:00", "modelId": "inceptionai/Jais-2-8B-Chat", "modelProfile": {"architectures": ["Jais2ForCausalLM"], "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16180861064, "estimatedRequiredGiB": 18.097, "gpuMemoryEvidence": {"memoryGiB": 100.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 100.0, "maximumRepositorySizeGiB": 83.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "jais2", "modelscopeFileSize": 16193187697, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8090401280, "modelscopeTags": ["license:apache-2.0", "model_type:jais2", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16193187697}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-20T08:49:13.744928+00:00", "targetGpu": "Kunlunxin_p-800", "taskId": "4974217", "taskType": "text-generation", "verifyResult": null}