state: generation 19373 (cycle)

This commit is contained in:
2026-10-01 20:37:02 +00:00
parent 050b9ccd8b
commit 054a7f6a8d
8 changed files with 1474 additions and 1475 deletions

View File

@@ -3341,7 +3341,7 @@
"taskType": "text-generation" "taskType": "text-generation"
} }
}, },
"generatedAt": "2026-10-01T20:23:11.053757+00:00", "generatedAt": "2026-10-01T20:35:19.627230+00:00",
"summary": { "summary": {
"activeBlockCount": 168, "activeBlockCount": 168,
"byGpuFramework": { "byGpuFramework": {

View File

@@ -434,121 +434,121 @@
} }
}, },
"frameworkUpdatedAt": null, "frameworkUpdatedAt": null,
"generatedAt": "2026-10-01T20:32:18.856365+00:00", "generatedAt": "2026-10-01T20:36:54.858334+00:00",
"gpuStats": { "gpuStats": {
"Ascend_910-b3": { "Ascend_910-b3": {
"available": true, "available": true,
"backlogHours": 1168.7913669064747, "backlogHours": 1120.4275862068964,
"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": 1.4366661248625077, "qualityFactor": 1.5552717384383832,
"queueFactor": 0.9918095899903822, "queueFactor": 0.9941371873540986,
"queueWeight": 0.9918095899903822, "queueWeight": 0.9941371873540986,
"recentSuccess": 54, "recentSuccess": 58,
"recentSuccessRate": 0.38848920863309355, "recentSuccessRate": 0.4,
"recentTerminal": 139, "recentTerminal": 145,
"recentWilsonLowerBound": 0.3115000309736299, "recentWilsonLowerBound": 0.3238341968911917,
"running": 9, "running": 8,
"selectionWeight": 1.424899240252955, "selectionWeight": 1.5461534716224536,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 23.166666666666668, "throughputPerHour": 24.166666666666668,
"waiting": 27077 "waiting": 27077
}, },
"Ascend_910-b4": { "Ascend_910-b4": {
"available": true, "available": true,
"backlogHours": 1209.3931034482757, "backlogHours": 1217.875,
"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": 1.365716339002657, "qualityFactor": 1.1943538558471385,
"queueFactor": 0.9867422619931969, "queueFactor": 0.9817784186227974,
"queueWeight": 0.9867422619931969, "queueWeight": 0.9817784186227974,
"recentSuccess": 55, "recentSuccess": 52,
"recentSuccessRate": 0.3793103448275862, "recentSuccessRate": 0.3611111111111111,
"recentTerminal": 145, "recentTerminal": 144,
"recentWilsonLowerBound": 0.3044109072377869, "recentWilsonLowerBound": 0.2872092991896756,
"running": 8, "running": 8,
"selectionWeight": 1.3476100295885496, "selectionWeight": 1.172590839869644,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 24.166666666666668, "throughputPerHour": 24.0,
"waiting": 29227 "waiting": 29229
}, },
"Biren_166m": { "Biren_166m": {
"available": true, "available": true,
"backlogHours": 116.95566502463053, "backlogHours": 113.0,
"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": 0.17027653517086316, "qualityFactor": 0.16948337239896827,
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 33, "recentSuccess": 34,
"recentSuccessRate": 0.1625615763546798, "recentSuccessRate": 0.1619047619047619,
"recentTerminal": 203, "recentTerminal": 210,
"recentWilsonLowerBound": 0.11815650006559465, "recentWilsonLowerBound": 0.11823369477704991,
"running": 9, "running": 8,
"selectionWeight": 0.22135949572212213, "selectionWeight": 0.22032838411865877,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 33.833333333333336, "throughputPerHour": 35.0,
"waiting": 3957 "waiting": 3955
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
"available": true, "available": true,
"backlogHours": 1217.1315789473686, "backlogHours": 1114.55421686747,
"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": 0.2655758732838027, "qualityFactor": 0.2159443108989918,
"queueFactor": 0.9857986587641495, "queueFactor": 0.9949212542178911,
"queueWeight": 0.9857986587641495, "queueWeight": 0.9949212542178911,
"recentSuccess": 17, "recentSuccess": 17,
"recentSuccessRate": 0.2236842105263158, "recentSuccessRate": 0.20481927710843373,
"recentTerminal": 76, "recentTerminal": 83,
"recentWilsonLowerBound": 0.1446106442066905, "recentWilsonLowerBound": 0.13199762324683,
"running": 8, "running": 7,
"selectionWeight": 0.2618043396832905, "selectionWeight": 0.21484758464084314,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 12.666666666666666, "throughputPerHour": 13.833333333333334,
"waiting": 15417 "waiting": 15418
}, },
"Cambricon_mlu-370-x8": { "Cambricon_mlu-370-x8": {
"available": true, "available": true,
"backlogHours": 479.0091743119266, "backlogHours": 466.12499999999994,
"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": 0.333827045039847, "qualityFactor": 0.31191463086565246,
"queueFactor": 1.1338021541911907, "queueFactor": 1.1339098531259821,
"queueWeight": 1.1338021541911907, "queueWeight": 1.1339098531259821,
"recentSuccess": 25, "recentSuccess": 25,
"recentSuccessRate": 0.22935779816513763, "recentSuccessRate": 0.22321428571428573,
"recentTerminal": 109, "recentTerminal": 112,
"recentWilsonLowerBound": 0.1604543808234599, "recentWilsonLowerBound": 0.15601066350684975,
"running": 7, "running": 7,
"selectionWeight": 0.37849382279345817, "selectionWeight": 0.3536830732727169,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 18.166666666666668, "throughputPerHour": 18.666666666666668,
"waiting": 8702 "waiting": 8701
}, },
"Iluvatar_bi-100": { "Iluvatar_bi-100": {
"available": true, "available": true,
"backlogHours": 51.20454545454545, "backlogHours": 49.42335766423358,
"canVerify": true, "canVerify": true,
"error": null, "error": null,
"gpu": "Iluvatar_bi-100", "gpu": "Iluvatar_bi-100",
@@ -558,196 +558,196 @@
"queueFactor": 1.3, "queueFactor": 1.3,
"queueWeight": 1.3, "queueWeight": 1.3,
"recentSuccess": 9, "recentSuccess": 9,
"recentSuccessRate": 0.03409090909090909, "recentSuccessRate": 0.032846715328467155,
"recentTerminal": 264, "recentTerminal": 274,
"recentWilsonLowerBound": 0.01803692222215706, "recentWilsonLowerBound": 0.017375033826610656,
"running": 24, "running": 24,
"selectionWeight": 0.065, "selectionWeight": 0.065,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 44.0, "throughputPerHour": 45.666666666666664,
"waiting": 2253 "waiting": 2257
}, },
"Iluvatar_bi-150": { "Iluvatar_bi-150": {
"available": true, "available": true,
"backlogHours": 305.37142857142857, "backlogHours": 302.2075471698113,
"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": 0.12754115145132974, "qualityFactor": 0.14517267164176714,
"queueFactor": 1.213010589921739, "queueFactor": 1.2100633090637558,
"queueWeight": 1.213010589921739, "queueWeight": 1.2100633090637558,
"recentSuccess": 17, "recentSuccess": 18,
"recentSuccessRate": 0.1619047619047619, "recentSuccessRate": 0.16981132075471697,
"recentTerminal": 105, "recentTerminal": 106,
"recentWilsonLowerBound": 0.10361201777616731, "recentWilsonLowerBound": 0.11019873582848601,
"running": 4, "running": 4,
"selectionWeight": 0.15470876736127534, "selectionWeight": 0.17566812343246282,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 17.5, "throughputPerHour": 17.666666666666668,
"waiting": 5344 "waiting": 5339
}, },
"Iluvatar_mrv-100": { "Iluvatar_mrv-100": {
"available": true, "available": true,
"backlogHours": 2011.148936170213, "backlogHours": 1969.375,
"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": 0.12902482143350044, "qualityFactor": 0.16655742079905422,
"queueFactor": 0.9142652591502212, "queueFactor": 0.9134917416410558,
"queueWeight": 0.9142652591502212, "queueWeight": 0.9134917416410558,
"recentSuccess": 9, "recentSuccess": 10,
"recentSuccessRate": 0.19148936170212766, "recentSuccessRate": 0.20833333333333334,
"recentTerminal": 47, "recentTerminal": 48,
"recentWilsonLowerBound": 0.10415815605310119, "recentWilsonLowerBound": 0.11730147795889814,
"running": 2, "running": 2,
"selectionWeight": 0.11796291180471029, "selectionWeight": 0.15214882840897026,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 7.833333333333333, "throughputPerHour": 8.0,
"waiting": 15754 "waiting": 15755
}, },
"Kunlunxin_p-800": { "Kunlunxin_p-800": {
"available": true, "available": true,
"backlogHours": 321.5474452554745, "backlogHours": 316.8345323741007,
"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": 0.24392633171046524, "qualityFactor": 0.23462058957460524,
"queueFactor": 1.2036551905746689, "queueFactor": 1.2015144883419067,
"queueWeight": 1.2036551905746689, "queueWeight": 1.2015144883419067,
"recentSuccess": 27, "recentSuccess": 27,
"recentSuccessRate": 0.19708029197080293, "recentSuccessRate": 0.19424460431654678,
"recentTerminal": 137, "recentTerminal": 139,
"recentWilsonLowerBound": 0.1391278030762148, "recentWilsonLowerBound": 0.1370694966973552,
"running": 8, "running": 8,
"selectionWeight": 0.29360319528113993, "selectionWeight": 0.2819000376372083,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 22.833333333333332, "throughputPerHour": 23.166666666666668,
"waiting": 7342 "waiting": 7340
}, },
"MetaX_c-500": { "MetaX_c-500": {
"available": true, "available": true,
"backlogHours": 610.0, "backlogHours": 609.9411764705883,
"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": 0.95074773362478, "qualityFactor": 1.0178929804709371,
"queueFactor": 1.0934259514669433, "queueFactor": 1.089082289360809,
"queueWeight": 1.0934259514669433, "queueWeight": 1.089082289360809,
"recentSuccess": 35, "recentSuccess": 36,
"recentSuccessRate": 0.3431372549019608, "recentSuccessRate": 0.35294117647058826,
"recentTerminal": 102, "recentTerminal": 102,
"recentWilsonLowerBound": 0.25820365661589834, "recentWilsonLowerBound": 0.26707854330326647,
"running": 4, "running": 4,
"selectionWeight": 1.039572245243715, "selectionWeight": 1.1085692174955855,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 17.0, "throughputPerHour": 17.0,
"waiting": 10370 "waiting": 10369
}, },
"Mthreads_s4000": { "Mthreads_s4000": {
"available": true, "available": true,
"backlogHours": 1838.1666666666667, "backlogHours": 1788.4864864864865,
"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": 0.9266828369804302, "queueFactor": 0.9267893597604274,
"queueWeight": 0.9266828369804302, "queueWeight": 0.9267893597604274,
"recentSuccess": 37, "recentSuccess": 38,
"recentSuccessRate": 0.5138888888888888, "recentSuccessRate": 0.5135135135135135,
"recentTerminal": 72, "recentTerminal": 74,
"recentWilsonLowerBound": 0.4006955591019895, "recentWilsonLowerBound": 0.40180918267194504,
"running": 4, "running": 4,
"selectionWeight": 2.3167070924510753, "selectionWeight": 2.3169733994010686,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 12.0, "throughputPerHour": 12.333333333333334,
"waiting": 22058 "waiting": 22058
}, },
"Sunrise_pt-200-x1": { "Sunrise_pt-200-x1": {
"available": true, "available": true,
"backlogHours": 2171.872340425532, "backlogHours": 2083.2244897959185,
"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": 0.17583964084641077, "qualityFactor": 0.11663325811209803,
"queueFactor": 0.9037820432971635, "queueFactor": 0.9058232793706736,
"queueWeight": 0.9037820432971635, "queueWeight": 0.9058232793706736,
"recentSuccess": 10, "recentSuccess": 9,
"recentSuccessRate": 0.2127659574468085, "recentSuccessRate": 0.1836734693877551,
"recentTerminal": 47, "recentTerminal": 49,
"recentWilsonLowerBound": 0.11989580124247318, "recentWilsonLowerBound": 0.09976228838458356,
"running": 2, "running": 2,
"selectionWeight": 0.15892070989680848, "selectionWeight": 0.10564912034678686,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 7.833333333333333, "throughputPerHour": 8.166666666666666,
"waiting": 17013 "waiting": 17013
}, },
"Vastai_va16": { "Vastai_va16": {
"available": true, "available": true,
"backlogHours": 1144.8148148148148, "backlogHours": 1130.8536585365855,
"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": 0.05, "qualityFactor": 0.05,
"queueFactor": 0.9948980195951506, "queueFactor": 0.9927569302272076,
"queueWeight": 0.9948980195951506, "queueWeight": 0.9927569302272076,
"recentSuccess": 9, "recentSuccess": 9,
"recentSuccessRate": 0.1111111111111111, "recentSuccessRate": 0.10975609756097561,
"recentTerminal": 81, "recentTerminal": 82,
"recentWilsonLowerBound": 0.05956689007505133, "recentWilsonLowerBound": 0.05882647906650992,
"running": 16, "running": 16,
"selectionWeight": 0.049744900979757534, "selectionWeight": 0.049637846511360384,
"stale": false, "stale": false,
"submissionEligible": false, "submissionEligible": false,
"throughputPerHour": 13.5, "throughputPerHour": 13.666666666666666,
"waiting": 15455 "waiting": 15455
}, },
"hygon_k100-ai": { "hygon_k100-ai": {
"available": true, "available": true,
"backlogHours": 1068.054054054054, "backlogHours": 1040.157894736842,
"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": 0.5678363579131169, "qualityFactor": 0.530947707875328,
"queueFactor": 1.00530968751569, "queueFactor": 1.0052845270665536,
"queueWeight": 1.00530968751569, "queueWeight": 1.0052845270665536,
"recentSuccess": 31, "recentSuccess": 31,
"recentSuccessRate": 0.27927927927927926, "recentSuccessRate": 0.2719298245614035,
"recentTerminal": 111, "recentTerminal": 114,
"recentWilsonLowerBound": 0.20427535700815577, "recentWilsonLowerBound": 0.198683388564943,
"running": 6, "running": 6,
"selectionWeight": 0.570851391533683, "selectionWeight": 0.5337535154085197,
"stale": false, "stale": false,
"submissionEligible": true, "submissionEligible": true,
"throughputPerHour": 18.5, "throughputPerHour": 19.0,
"waiting": 19759 "waiting": 19763
} }
}, },
"queueAttemptedAt": "2026-10-01T20:25:17.964836+00:00", "queueAttemptedAt": "2026-10-01T20:36:54.858334+00:00",
"queueError": null, "queueError": null,
"queueUpdatedAt": "2026-10-01T20:25:17.964836+00:00", "queueUpdatedAt": "2026-10-01T20:36:54.858334+00:00",
"supportedGpus": [ "supportedGpus": [
"Vastai_va16", "Vastai_va16",
"Cambricon_mlu-370-x4", "Cambricon_mlu-370-x4",

View File

@@ -1,5 +1,5 @@
{ {
"catalogUpdatedAt": "2026-10-01T20:32:18.856365+00:00", "catalogUpdatedAt": "2026-10-01T20:36:54.858334+00:00",
"configuredTaskTypes": [ "configuredTaskTypes": [
"text-generation" "text-generation"
], ],
@@ -56,7 +56,7 @@
"time-series-forecasting" "time-series-forecasting"
], ],
"errors": [], "errors": [],
"generatedAt": "2026-10-01T20:32:18.856365+00:00", "generatedAt": "2026-10-01T20:36:54.858334+00:00",
"gpuCatalog": { "gpuCatalog": {
"Ascend_910-b3": { "Ascend_910-b3": {
"canVerify": true, "canVerify": true,
@@ -6630,6 +6630,6 @@
"updateTime": "2025-12-22 08:59:53" "updateTime": "2025-12-22 08:59:53"
} }
], ],
"taskTreeUpdatedAt": "2026-10-01T20:32:18.856365+00:00", "taskTreeUpdatedAt": "2026-10-01T20:36:54.858334+00:00",
"version": 1 "version": 1
} }

View File

@@ -1,6 +1,6 @@
{ {
"generatedAt": "2026-10-01T19:10:54.795497+00:00", "generatedAt": "2026-10-01T20:35:19.540144+00:00",
"lastSyncTime": "2026-10-01T19:10:54.569203+00:00", "lastSyncTime": "2026-10-01T20:35:19.259806+00:00",
"recentLimit": 300, "recentLimit": 300,
"report": { "report": {
"architectureCompatibilityBlocks": { "architectureCompatibilityBlocks": {
@@ -3922,29 +3922,29 @@
"unresolvedFailureCount": 4 "unresolvedFailureCount": 4
}, },
"Cambricon_mlu-370-x4|vllm-mlu|text-generation": { "Cambricon_mlu-370-x4|vllm-mlu|text-generation": {
"attributableFailureCount": 19, "attributableFailureCount": 20,
"decisionFailureRate": 0.6786, "decisionFailureRate": 0.6897,
"decisionSuccessRate": 0.3214, "decisionSuccessRate": 0.3103,
"decisionTotal": 28, "decisionTotal": 29,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 45, "ambiguous_runtime": 45,
"framework_architecture_unsupported": 16, "framework_architecture_unsupported": 17,
"model_load": 3, "model_load": 3,
"platform_infrastructure": 1, "platform_infrastructure": 1,
"参数/模板问题": 1, "参数/模板问题": 1,
"验证失败": 3 "验证失败": 3
}, },
"failureCount": 69, "failureCount": 70,
"failureRate": 0.8846, "failureRate": 0.8861,
"framework": "vllm-mlu", "framework": "vllm-mlu",
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 1, "platformFailureCount": 1,
"successCount": 9, "successCount": 9,
"successRate": 0.1154, "successRate": 0.1139,
"targetGpu": "Cambricon_mlu-370-x4", "targetGpu": "Cambricon_mlu-370-x4",
"taskType": "text-generation", "taskType": "text-generation",
"total": 78, "total": 79,
"unresolvedFailureCount": 49 "unresolvedFailureCount": 49
}, },
"Cambricon_mlu-370-x4|vllm|text-generation": { "Cambricon_mlu-370-x4|vllm|text-generation": {
@@ -6093,27 +6093,27 @@
"unresolvedFailureCount": 51 "unresolvedFailureCount": 51
}, },
"vllm-mlu": { "vllm-mlu": {
"attributableFailureCount": 34, "attributableFailureCount": 35,
"decisionFailureRate": 0.6071, "decisionFailureRate": 0.614,
"decisionSuccessRate": 0.3929, "decisionSuccessRate": 0.386,
"decisionTotal": 56, "decisionTotal": 57,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 95, "ambiguous_runtime": 95,
"framework_architecture_unsupported": 28, "framework_architecture_unsupported": 29,
"model_load": 5, "model_load": 5,
"platform_infrastructure": 1, "platform_infrastructure": 1,
"tokenizer_compatibility": 1, "tokenizer_compatibility": 1,
"参数/模板问题": 4, "参数/模板问题": 4,
"验证失败": 3 "验证失败": 3
}, },
"failureCount": 137, "failureCount": 138,
"failureRate": 0.8616, "failureRate": 0.8625,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 1, "platformFailureCount": 1,
"successCount": 22, "successCount": 22,
"successRate": 0.1384, "successRate": 0.1375,
"total": 159, "total": 160,
"unresolvedFailureCount": 102 "unresolvedFailureCount": 102
}, },
"vllm-patch-tokenizer": { "vllm-patch-tokenizer": {
@@ -6217,7 +6217,7 @@
"unresolvedFailureCount": 225 "unresolvedFailureCount": 225
} }
}, },
"generatedAt": "2026-10-01T19:10:54.782108+00:00", "generatedAt": "2026-10-01T20:35:19.526259+00:00",
"gpuSummaries": { "gpuSummaries": {
"Ascend_910-b3": { "Ascend_910-b3": {
"attributableFailureCount": 113, "attributableFailureCount": 113,
@@ -6305,15 +6305,15 @@
"unresolvedFailureCount": 564 "unresolvedFailureCount": 564
}, },
"Cambricon_mlu-370-x4": { "Cambricon_mlu-370-x4": {
"attributableFailureCount": 752, "attributableFailureCount": 753,
"decisionFailureRate": 0.9104, "decisionFailureRate": 0.9105,
"decisionSuccessRate": 0.0896, "decisionSuccessRate": 0.0895,
"decisionTotal": 826, "decisionTotal": 827,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 510, "ambiguous_runtime": 510,
"architecture_compatibility": 53, "architecture_compatibility": 53,
"context_length": 48, "context_length": 48,
"framework_architecture_unsupported": 305, "framework_architecture_unsupported": 306,
"memory_capacity": 219, "memory_capacity": 219,
"model_load": 7, "model_load": 7,
"platform_infrastructure": 16, "platform_infrastructure": 16,
@@ -6323,14 +6323,14 @@
"日志缺失": 13, "日志缺失": 13,
"验证失败": 42 "验证失败": 42
}, },
"failureCount": 1620, "failureCount": 1621,
"failureRate": 0.9563, "failureRate": 0.9563,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 16, "platformFailureCount": 16,
"successCount": 74, "successCount": 74,
"successRate": 0.0437, "successRate": 0.0437,
"total": 1694, "total": 1695,
"unresolvedFailureCount": 852 "unresolvedFailureCount": 852
}, },
"Cambricon_mlu-370-x8": { "Cambricon_mlu-370-x8": {
@@ -11511,15 +11511,15 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
}, },
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5|none": { "Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5|none": {
"attributableFailureCount": 3, "attributableFailureCount": 4,
"decisionFailureRate": 1.0, "decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0, "decisionSuccessRate": 0.0,
"decisionTotal": 3, "decisionTotal": 4,
"failureBreakdown": { "failureBreakdown": {
"framework_architecture_unsupported": 3, "framework_architecture_unsupported": 4,
"验证失败": 1 "验证失败": 1
}, },
"failureCount": 4, "failureCount": 5,
"failureRate": 1.0, "failureRate": 1.0,
"framework": "vllm-mlu", "framework": "vllm-mlu",
"modelType": "qwen3_5", "modelType": "qwen3_5",
@@ -11531,7 +11531,7 @@
"successRate": 0.0, "successRate": 0.0,
"targetGpu": "Cambricon_mlu-370-x4", "targetGpu": "Cambricon_mlu-370-x4",
"taskType": "text-generation", "taskType": "text-generation",
"total": 4, "total": 5,
"unresolvedFailureCount": 1 "unresolvedFailureCount": 1
}, },
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3|compressed-tensors": { "Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3|compressed-tensors": {
@@ -35773,15 +35773,15 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
}, },
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5|none|33": { "Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5|none|33": {
"attributableFailureCount": 2, "attributableFailureCount": 3,
"decisionFailureRate": 1.0, "decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0, "decisionSuccessRate": 0.0,
"decisionTotal": 2, "decisionTotal": 3,
"failureBreakdown": { "failureBreakdown": {
"framework_architecture_unsupported": 2, "framework_architecture_unsupported": 3,
"验证失败": 1 "验证失败": 1
}, },
"failureCount": 3, "failureCount": 4,
"failureRate": 1.0, "failureRate": 1.0,
"framework": "vllm-mlu", "framework": "vllm-mlu",
"loadSizeLog2Bucket": 33, "loadSizeLog2Bucket": 33,
@@ -35794,7 +35794,7 @@
"successRate": 0.0, "successRate": 0.0,
"targetGpu": "Cambricon_mlu-370-x4", "targetGpu": "Cambricon_mlu-370-x4",
"taskType": "text-generation", "taskType": "text-generation",
"total": 3, "total": 4,
"unresolvedFailureCount": 1 "unresolvedFailureCount": 1
}, },
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3|compressed-tensors|34": { "Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3|compressed-tensors|34": {
@@ -54498,20 +54498,20 @@
"unresolvedFailureCount": 0 "unresolvedFailureCount": 0
} }
}, },
"terminalRecords": 17207, "terminalRecords": 17208,
"totalRecords": 17428, "totalRecords": 17429,
"totals": { "totals": {
"attributableFailureCount": 6169, "attributableFailureCount": 6170,
"decisionFailureRate": 0.8635, "decisionFailureRate": 0.8635,
"decisionSuccessRate": 0.1365, "decisionSuccessRate": 0.1365,
"decisionTotal": 7144, "decisionTotal": 7145,
"failureBreakdown": { "failureBreakdown": {
"ambiguous_runtime": 4496, "ambiguous_runtime": 4496,
"architecture_compatibility": 212, "architecture_compatibility": 212,
"attention_backend": 3, "attention_backend": 3,
"backend_operator": 128, "backend_operator": 128,
"context_length": 326, "context_length": 326,
"framework_architecture_unsupported": 2212, "framework_architecture_unsupported": 2213,
"memory_capacity": 1206, "memory_capacity": 1206,
"model_load": 553, "model_load": 553,
"platform_infrastructure": 944, "platform_infrastructure": 944,
@@ -54522,30 +54522,30 @@
"日志缺失": 719, "日志缺失": 719,
"验证失败": 676 "验证失败": 676
}, },
"failureCount": 16232, "failureCount": 16233,
"failureRate": 0.9433, "failureRate": 0.9433,
"pendingCount": 0, "pendingCount": 0,
"pendingRate": 0.0, "pendingRate": 0.0,
"platformFailureCount": 944, "platformFailureCount": 944,
"successCount": 975, "successCount": 975,
"successRate": 0.0567, "successRate": 0.0567,
"total": 17207, "total": 17208,
"unresolvedFailureCount": 9119 "unresolvedFailureCount": 9119
}, },
"warnings": [ "warnings": [
"GPU Iluvatar_mrv-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 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 Biren_166m 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Biren_166m 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。",
"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 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 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 Mthreads_s4000 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 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 Vastai_va16 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 Iluvatar_bi-150 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Iluvatar_bi-150 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。", "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。",
"组合 Ascend_910-b4|llamacpp|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-b4|llamacpp|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。",
"组合 Kunlunxin_p-800|vllm_tokenizer_patch|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Kunlunxin_p-800|vllm_tokenizer_patch|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。",
@@ -54590,6 +54590,6 @@
] ]
}, },
"storageMode": "decision_state_only", "storageMode": "decision_state_only",
"summarizedRecords": 17428, "summarizedRecords": 17429,
"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

@@ -2,24 +2,24 @@
"agentVersion": "2026.09.22.1", "agentVersion": "2026.09.22.1",
"checksums": { "checksums": {
".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1", ".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
".modelhub_state/architecture_compatibility_blacklist.json": "9e98c649efa2081e11472879c55c0b80333749756d3d0299516ab4b3b5fc38e8", ".modelhub_state/architecture_compatibility_blacklist.json": "69acf40c496dc8fc22e0f8c45382f5ddc64c9e9a9f6275809d98b749eba0ded3",
".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab", ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
".modelhub_state/market_intelligence.json": "67cdc90c8b9f21919bea65218598df57bd20dedbdb40e5be8f5d2fff0e054689", ".modelhub_state/market_intelligence.json": "f6ffb2145c67ebf39836d8f1444dd67e182a1ff6c5bd2d59a2d1c3923b8ff350",
".modelhub_state/official_capabilities.json": "b3bf6b482f8855aa44638d0e59de29af07181d988cc0218b5b03b6755d09cdd9", ".modelhub_state/official_capabilities.json": "f8d18854af7296c4adf3d32077f143645183d57adbe7fab92998d2b8b284e0a2",
".modelhub_state/outcome_checkpoint.json": "d89ac529a4a9db8265c786f42ab1f42d48777b452048d2de34d2cff52e568a06", ".modelhub_state/outcome_checkpoint.json": "03ee0a329f19f229dc9e404a91189fe2a3f9db6420f50d0667a9a8b7ffb566e9",
".modelhub_state/queue_cleanup_latest.json": "ec9c714dde635223eb7f5550481af3a4ff97e6326f9bfe9026419293fd2022b3", ".modelhub_state/queue_cleanup_latest.json": "ec9c714dde635223eb7f5550481af3a4ff97e6326f9bfe9026419293fd2022b3",
".modelhub_state/recent_outcomes.jsonl": "2523ec2f7019354108df01107e7f0a74a17201a51201d3993b38b265a6fafd64", ".modelhub_state/recent_outcomes.jsonl": "2523ec2f7019354108df01107e7f0a74a17201a51201d3993b38b265a6fafd64",
".modelhub_state/recovery_active_tasks.jsonl": "10751266305785144a53dbe47ae73898f6d351633376b93717c73b2901036129", ".modelhub_state/recovery_active_tasks.jsonl": "b93be0b2486eddacc1419cd7dff092f5532a9cc4c2b815ec515d4dc314a26bce",
".modelhub_state/recovery_intents.jsonl": "1060cb7cecf5b099a79726aa42450299b1dc0f9b0fa19fe4a68acb9884c857e1", ".modelhub_state/recovery_intents.jsonl": "6bbad9d34f62cef023f0f376587dec67dbcac46604606aa8212505d6549be299",
".modelhub_state/routing_intelligence.json": "4cab060aa87c62b99c0f5f10e414a79361ce90d66fd3ab7f01b38511e88cd04c", ".modelhub_state/routing_intelligence.json": "4cab060aa87c62b99c0f5f10e414a79361ce90d66fd3ab7f01b38511e88cd04c",
".modelhub_state/submission_exclusions.jsonl": "1e62f6ba5bd2ba5f2f360bc134b44f7b69190230dd0e274919a87a73ea66761c", ".modelhub_state/submission_exclusions.jsonl": "1e62f6ba5bd2ba5f2f360bc134b44f7b69190230dd0e274919a87a73ea66761c",
".modelhub_state/worker_crashes.jsonl": "21a892d638884250c04f19e07a433baae065285327484e361c9e5067b0bc17dd", ".modelhub_state/worker_crashes.jsonl": "21a892d638884250c04f19e07a433baae065285327484e361c9e5067b0bc17dd",
"ledger/submissions.jsonl": "9784b68a4706b5ccfbcbb8c829d51352a61729a5b112a7e147f487a4a9b1166c", "ledger/submissions.jsonl": "9784b68a4706b5ccfbcbb8c829d51352a61729a5b112a7e147f487a4a9b1166c",
"outcomes/submissions.jsonl": "d9f1c2a7646dff2615293dbeacdb58af2c000b7ac14b5bffbedcf662a1a74f9b" "outcomes/submissions.jsonl": "5e3f5546090da08daa34bb800cb16a11667e704c344a16b55c1c34ca6536c237"
}, },
"generation": 19372, "generation": 19373,
"phase": "cycle", "phase": "cycle",
"schemaVersion": 1, "schemaVersion": 1,
"updatedAt": "2026-10-01T20:34:17.737160+00:00", "updatedAt": "2026-10-01T20:37:02.488471+00:00",
"writerId": "a812d0e025c3474eb16b828a4d987334" "writerId": "a812d0e025c3474eb16b828a4d987334"
} }

View File

@@ -141,7 +141,6 @@
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-17T01:54:16.705192+00:00", "modelId": "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16293475486, "estimatedRequiredGiB": 18.239, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 16320427112, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4665462000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:qwen3.8", "custom_tag:qwen3.8-27b", "custom_tag:4-bit", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16320427112}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-16T17:52:33.017540+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4900094", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-17T01:54:16.705192+00:00", "modelId": "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16293475486, "estimatedRequiredGiB": 18.239, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 16320427112, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4665462000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:qwen3.8", "custom_tag:qwen3.8-27b", "custom_tag:4-bit", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16320427112}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-16T17:52:33.017540+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4900094", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-17T02:10:59.211438+00:00", "modelId": "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "1557c77dfe4d3dc1a68ae6b8349e7d094da7eec7752d29442a9d6d27e5f13121", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16293475486, "estimatedRequiredGiB": 18.239, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 16320427112, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4665462000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:qwen3.8", "custom_tag:qwen3.8-27b", "custom_tag:4-bit", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16320427112}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-16T18:09:58.859804+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4900532", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-17T02:10:59.211438+00:00", "modelId": "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "1557c77dfe4d3dc1a68ae6b8349e7d094da7eec7752d29442a9d6d27e5f13121", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16293475486, "estimatedRequiredGiB": 18.239, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 16320427112, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4665462000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:qwen3.8", "custom_tag:qwen3.8-27b", "custom_tag:4-bit", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16320427112}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-16T18:09:58.859804+00:00", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4900532", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-17T10:10:02.608080+00:00", "modelId": "BAAI/RoboBrain2.5-8B-NV", "modelProfile": {"architectures": ["Qwen3VLForConditionalGeneration"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17534339552, "estimatedRequiredGiB": 19.609, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_vl", "modelscopeFileSize": 17545918210, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8767123696, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_vl", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17545918210}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T02:02:00.958898+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4906949", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-17T10:10:02.608080+00:00", "modelId": "BAAI/RoboBrain2.5-8B-NV", "modelProfile": {"architectures": ["Qwen3VLForConditionalGeneration"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17534339552, "estimatedRequiredGiB": 19.609, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_vl", "modelscopeFileSize": 17545918210, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8767123696, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_vl", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17545918210}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T02:02:00.958898+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4906949", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-17T10:10:02.608087+00:00", "modelId": "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 16293475486, "estimatedRequiredGiB": 18.239, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 16320427112, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4665462000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:rapid-mlx", "custom_tag:qwen3.8", "custom_tag:qwen3.8-27b", "custom_tag:4-bit", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16320427112}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T02:02:00.949464+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4906948", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-17T10:10:02.608073+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-MLX-6bit", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 7276346365, "estimatedRequiredGiB": 8.156, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 7298158256, "modelscopeLicense": null, "modelscopeParams": 1959473664, "modelscopeTags": ["model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 7298158256}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T02:02:00.946894+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4906950", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-17T10:10:02.608073+00:00", "modelId": "ornith-ai/Ornith-1.5-9B-MLX-6bit", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 7276346365, "estimatedRequiredGiB": 8.156, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 7298158256, "modelscopeLicense": null, "modelscopeParams": 1959473664, "modelscopeTags": ["model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 7298158256}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T02:02:00.946894+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4906950", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-17T17:21:23.552173+00:00", "modelId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "bb269a9a8b4c1eeb18e3ef78bedcf638c3d1821a581b2f17113cde2fcd8be6c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 629247648, "estimatedRequiredGiB": 25.142, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 22496243465, "modelscopeLicense": "apache-2.0", "modelscopeParams": 27320697856, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:gguf", "task:text-generation", "custom_tag:qwen3", "custom_tag:qwen3.8", "custom_tag:orcarouter", "custom_tag:gsq", "custom_tag:rco", "custom_tag:gguf", "custom_tag:quantized", "custom_tag:speculative-decoding", "custom_tag:mtp", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-use", "custom_tag:16gb-vram", "custom_tag:image-text-to-text", "custom_tag:vision", "custom_tag:multimodal", "custom_tag:mmproj", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22496243465}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T09:19:02.317218+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4912678", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-17T17:21:23.552173+00:00", "modelId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "bb269a9a8b4c1eeb18e3ef78bedcf638c3d1821a581b2f17113cde2fcd8be6c5", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 629247648, "estimatedRequiredGiB": 25.142, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 22496243465, "modelscopeLicense": "apache-2.0", "modelscopeParams": 27320697856, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:gguf", "task:text-generation", "custom_tag:qwen3", "custom_tag:qwen3.8", "custom_tag:orcarouter", "custom_tag:gsq", "custom_tag:rco", "custom_tag:gguf", "custom_tag:quantized", "custom_tag:speculative-decoding", "custom_tag:mtp", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-use", "custom_tag:16gb-vram", "custom_tag:image-text-to-text", "custom_tag:vision", "custom_tag:multimodal", "custom_tag:mmproj", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22496243465}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T09:19:02.317218+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4912678", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-17T17:42:14.260331+00:00", "modelId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "7df61fc66119e362f4b324c308b44e18bd70c6e8415d3cf79ad822bc9e6377c3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 629247648, "estimatedRequiredGiB": 25.142, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 22496243465, "modelscopeLicense": "apache-2.0", "modelscopeParams": 27320697856, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:gguf", "task:text-generation", "custom_tag:qwen3", "custom_tag:qwen3.8", "custom_tag:orcarouter", "custom_tag:gsq", "custom_tag:rco", "custom_tag:gguf", "custom_tag:quantized", "custom_tag:speculative-decoding", "custom_tag:mtp", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-use", "custom_tag:16gb-vram", "custom_tag:image-text-to-text", "custom_tag:vision", "custom_tag:multimodal", "custom_tag:mmproj", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22496243465}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T09:36:01.072109+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4912861", "taskType": "text-generation", "verifyResult": null} {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-17T17:42:14.260331+00:00", "modelId": "RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-GGUF", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "7df61fc66119e362f4b324c308b44e18bd70c6e8415d3cf79ad822bc9e6377c3", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 629247648, "estimatedRequiredGiB": 25.142, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 22496243465, "modelscopeLicense": "apache-2.0", "modelscopeParams": 27320697856, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:gguf", "task:text-generation", "custom_tag:qwen3", "custom_tag:qwen3.8", "custom_tag:orcarouter", "custom_tag:gsq", "custom_tag:rco", "custom_tag:gguf", "custom_tag:quantized", "custom_tag:speculative-decoding", "custom_tag:mtp", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-use", "custom_tag:16gb-vram", "custom_tag:image-text-to-text", "custom_tag:vision", "custom_tag:multimodal", "custom_tag:mmproj", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22496243465}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-17T09:36:01.072109+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4912861", "taskType": "text-generation", "verifyResult": null}