state: generation 9570 (intent)

This commit is contained in:
2026-09-19 01:39:16 +00:00
parent ea7536934f
commit d36430c4a8
8 changed files with 1978 additions and 1914 deletions

View File

@@ -1743,7 +1743,7 @@
"taskType": "text-generation"
}
},
"generatedAt": "2026-09-19T01:35:43.522747+00:00",
"generatedAt": "2026-09-19T01:36:44.539624+00:00",
"summary": {
"activeBlockCount": 84,
"byGpuFramework": {

View File

@@ -416,121 +416,121 @@
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-09-19T01:33:59.454605+00:00",
"generatedAt": "2026-09-19T01:37:02.428884+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,
"backlogHours": 558.9800796812749,
"backlogHours": 987.9295774647887,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.2402941756215951,
"queueFactor": 1.0954943437267652,
"queueWeight": 1.0954943437267652,
"qualityFactor": 0.7549410228309896,
"queueFactor": 1.008884690189734,
"queueWeight": 1.008884690189734,
"recentSuccess": 44,
"recentSuccessRate": 0.1752988047808765,
"recentTerminal": 251,
"recentWilsonLowerBound": 0.1332546046442319,
"recentSuccessRate": 0.30985915492957744,
"recentTerminal": 142,
"recentWilsonLowerBound": 0.23964799515608443,
"running": 8,
"selectionWeight": 0.2632409102239434,
"selectionWeight": 0.7616484399303638,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 41.833333333333336,
"waiting": 23384
"throughputPerHour": 23.666666666666668,
"waiting": 23381
},
"Ascend_910-b4": {
"available": true,
"backlogHours": 1286.1068702290077,
"backlogHours": 1276.5,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 1.960934310914513,
"queueFactor": 0.9667808303948187,
"queueWeight": 0.9667808303948187,
"qualityFactor": 1.6640988178054852,
"queueFactor": 0.9708392073168753,
"queueWeight": 0.9708392073168753,
"recentSuccess": 56,
"recentSuccessRate": 0.42748091603053434,
"recentTerminal": 131,
"recentWilsonLowerBound": 0.34601929472299015,
"recentSuccessRate": 0.42424242424242425,
"recentTerminal": 132,
"recentWilsonLowerBound": 0.3432446996414888,
"running": 8,
"selectionWeight": 1.8957937014556243,
"selectionWeight": 1.6155723771752266,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 21.833333333333332,
"waiting": 28080
"throughputPerHour": 22.0,
"waiting": 28083
},
"Biren_166m": {
"available": true,
"backlogHours": 243.09677419354838,
"backlogHours": 244.97560975609755,
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.21579058584057093,
"queueFactor": 1.241231274943555,
"queueWeight": 1.241231274943555,
"recentSuccess": 23,
"recentSuccessRate": 0.18548387096774194,
"recentTerminal": 124,
"recentWilsonLowerBound": 0.12689662335434448,
"qualityFactor": 0.16844548090719957,
"queueFactor": 1.2436036921598022,
"queueWeight": 1.2436036921598022,
"recentSuccess": 22,
"recentSuccessRate": 0.17886178861788618,
"recentTerminal": 123,
"recentWilsonLowerBound": 0.12118768785846241,
"running": 8,
"selectionWeight": 0.2678460239837085,
"selectionWeight": 0.20947942198382685,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 20.666666666666668,
"waiting": 5024
"throughputPerHour": 20.5,
"waiting": 5022
},
"Cambricon_mlu-370-x4": {
"available": true,
"backlogHours": 1686.4444444444443,
"backlogHours": 1493.3114754098362,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.6318479818611312,
"queueFactor": 0.9282688635453693,
"queueWeight": 0.9282688635453693,
"recentSuccess": 17,
"recentSuccessRate": 0.3148148148148148,
"recentTerminal": 54,
"recentWilsonLowerBound": 0.20679114289098216,
"qualityFactor": 0.4826266431419301,
"queueFactor": 0.9482609567423328,
"queueWeight": 0.9482609567423328,
"recentSuccess": 18,
"recentSuccessRate": 0.29508196721311475,
"recentTerminal": 61,
"recentWilsonLowerBound": 0.19554865403985322,
"running": 7,
"selectionWeight": 0.5865248080556674,
"selectionWeight": 0.45765600237510706,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 9.0,
"waiting": 15178
"throughputPerHour": 10.166666666666666,
"waiting": 15182
},
"Cambricon_mlu-370-x8": {
"available": true,
"backlogHours": 544.3529411764706,
"backlogHours": 534.2307692307693,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.29809288709525594,
"queueFactor": 1.099860241524492,
"queueWeight": 1.099860241524492,
"qualityFactor": 0.24637002215751375,
"queueFactor": 1.106346318924049,
"queueWeight": 1.106346318924049,
"recentSuccess": 22,
"recentSuccessRate": 0.21568627450980393,
"recentTerminal": 102,
"recentWilsonLowerBound": 0.14697094402656705,
"recentSuccessRate": 0.21153846153846154,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.14405120914153324,
"running": 7,
"selectionWeight": 0.3278605147973213,
"selectionWeight": 0.27257056710720173,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 17.0,
"waiting": 9254
"throughputPerHour": 17.333333333333332,
"waiting": 9260
},
"Iluvatar_bi-100": {
"available": true,
"backlogHours": 63.84489795918367,
"backlogHours": 61.89723320158103,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
@@ -539,197 +539,197 @@
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 7,
"recentSuccessRate": 0.02857142857142857,
"recentTerminal": 245,
"recentWilsonLowerBound": 0.013907365478111732,
"recentSuccess": 6,
"recentSuccessRate": 0.023715415019762844,
"recentTerminal": 253,
"recentWilsonLowerBound": 0.010913126237076368,
"running": 24,
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 40.833333333333336,
"waiting": 2607
"throughputPerHour": 42.166666666666664,
"waiting": 2610
},
"Iluvatar_bi-150": {
"available": true,
"backlogHours": 257.5344827586207,
"backlogHours": 255.17948717948718,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
"qualityFactor": 0.250961935884853,
"queueFactor": 1.2305358792216834,
"queueWeight": 1.2305358792216834,
"recentSuccess": 23,
"recentSuccessRate": 0.19827586206896552,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.13591176378176467,
"running": 15,
"selectionWeight": 0.30881766642524333,
"qualityFactor": 0.2658783829299421,
"queueFactor": 1.2360145005897234,
"queueWeight": 1.2360145005897234,
"recentSuccess": 25,
"recentSuccessRate": 0.21367521367521367,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.14912833374141085,
"running": 13,
"selectionWeight": 0.3286295366947556,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 19.333333333333332,
"waiting": 4979
"throughputPerHour": 19.5,
"waiting": 4976
},
"Iluvatar_mrv-100": {
"available": true,
"backlogHours": 3683.538461538462,
"backlogHours": 3547.1111111111113,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 1.3050619521861708,
"queueFactor": 0.8256192453672508,
"queueWeight": 0.8256192453672508,
"recentSuccess": 12,
"recentSuccessRate": 0.46153846153846156,
"recentTerminal": 26,
"recentWilsonLowerBound": 0.28755582695234905,
"qualityFactor": 1.3058427142959752,
"queueFactor": 0.8328546425460865,
"queueWeight": 0.8328546425460865,
"recentSuccess": 13,
"recentSuccessRate": 0.48148148148148145,
"recentTerminal": 27,
"recentWilsonLowerBound": 0.3074295064970908,
"running": 2,
"selectionWeight": 1.0774842641214575,
"selectionWeight": 1.0875771670363859,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 4.333333333333333,
"throughputPerHour": 4.5,
"waiting": 15962
},
"Kunlunxin_p-800": {
"available": true,
"backlogHours": 496.2,
"backlogHours": 460.5,
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.24241396527264245,
"queueFactor": 1.1152470297246744,
"queueWeight": 1.1152470297246744,
"recentSuccess": 25,
"recentSuccessRate": 0.19230769230769232,
"recentTerminal": 130,
"recentWilsonLowerBound": 0.1337876543053107,
"qualityFactor": 0.2173096938445845,
"queueFactor": 1.1312692560485327,
"queueWeight": 1.1312692560485327,
"recentSuccess": 27,
"recentSuccessRate": 0.19285714285714287,
"recentTerminal": 140,
"recentWilsonLowerBound": 0.13606304869402092,
"running": 8,
"selectionWeight": 0.27035145473409483,
"selectionWeight": 0.24583577568769752,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 21.666666666666668,
"waiting": 10751
"throughputPerHour": 23.333333333333332,
"waiting": 10745
},
"MetaX_c-500": {
"available": true,
"backlogHours": 973.2,
"backlogHours": 959.9154929577464,
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 1.1150284647288007,
"queueFactor": 1.0080667127551914,
"queueWeight": 1.0080667127551914,
"qualityFactor": 0.9317403483577357,
"queueFactor": 1.0132473572182308,
"queueWeight": 1.0132473572182308,
"recentSuccess": 26,
"recentSuccessRate": 0.37142857142857144,
"recentTerminal": 70,
"recentWilsonLowerBound": 0.26770481600829643,
"recentSuccessRate": 0.36619718309859156,
"recentTerminal": 71,
"recentWilsonLowerBound": 0.2637005388157354,
"running": 4,
"selectionWeight": 1.12402307906763,
"selectionWeight": 0.9440834455870694,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 11.666666666666666,
"waiting": 11354
"throughputPerHour": 11.833333333333334,
"waiting": 11359
},
"Mthreads_s4000": {
"available": true,
"backlogHours": 1777.6901408450703,
"backlogHours": 1778.1971830985915,
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 1.736955553026257,
"queueFactor": 0.920960873137943,
"queueWeight": 0.920960873137943,
"qualityFactor": 1.5003653343227845,
"queueFactor": 0.923747853345379,
"queueWeight": 0.923747853345379,
"recentSuccess": 31,
"recentSuccessRate": 0.43661971830985913,
"recentTerminal": 71,
"recentWilsonLowerBound": 0.3274593796310178,
"running": 4,
"selectionWeight": 1.5996681027168602,
"selectionWeight": 1.385959256814494,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 11.833333333333334,
"waiting": 21036
"waiting": 21042
},
"Sunrise_pt-200-x1": {
"available": true,
"backlogHours": 5871.375,
"backlogHours": 5525.647058823529,
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 2.5,
"queueFactor": 0.769854435577216,
"queueWeight": 0.769854435577216,
"recentSuccess": 10,
"recentSuccessRate": 0.625,
"recentTerminal": 16,
"recentWilsonLowerBound": 0.38640647097934805,
"queueFactor": 0.7792789741136703,
"queueWeight": 0.7792789741136703,
"recentSuccess": 11,
"recentSuccessRate": 0.6470588235294118,
"recentTerminal": 17,
"recentWilsonLowerBound": 0.41299966721211817,
"running": 2,
"selectionWeight": 1.92463608894304,
"selectionWeight": 1.9481974352841758,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 2.6666666666666665,
"waiting": 15657
"throughputPerHour": 2.8333333333333335,
"waiting": 15656
},
"Vastai_va16": {
"available": true,
"backlogHours": 2858.0,
"backlogHours": 2957.1724137931037,
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.11427068072056001,
"queueFactor": 0.8576503231087859,
"queueWeight": 0.8576503231087859,
"recentSuccess": 6,
"recentSuccessRate": 0.2,
"recentTerminal": 30,
"recentWilsonLowerBound": 0.09504978102401236,
"qualityFactor": 0.060305520268502485,
"queueFactor": 0.8558919327395211,
"queueWeight": 0.8558919327395211,
"recentSuccess": 5,
"recentSuccessRate": 0.1724137931034483,
"recentTerminal": 29,
"recentWilsonLowerBound": 0.07597745271479929,
"running": 16,
"selectionWeight": 0.0980042862418492,
"selectionWeight": 0.051615008297470955,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 5.0,
"waiting": 14290
"throughputPerHour": 4.833333333333333,
"waiting": 14293
},
"hygon_k100-ai": {
"available": true,
"backlogHours": 1080.2962962962963,
"backlogHours": 1107.9493670886077,
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 1.0655219725248193,
"queueFactor": 0.9924032004076496,
"queueWeight": 0.9924032004076496,
"recentSuccess": 29,
"recentSuccessRate": 0.35802469135802467,
"recentTerminal": 81,
"recentWilsonLowerBound": 0.26223516972228395,
"qualityFactor": 0.8876417681968602,
"queueFactor": 0.9916820282277594,
"queueWeight": 0.9916820282277594,
"recentSuccess": 28,
"recentSuccessRate": 0.35443037974683544,
"recentTerminal": 79,
"recentWilsonLowerBound": 0.2579524012236301,
"running": 6,
"selectionWeight": 1.0574274156383023,
"selectionWeight": 0.8802583890251371,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 13.5,
"waiting": 14584
"throughputPerHour": 13.166666666666666,
"waiting": 14588
}
},
"queueAttemptedAt": "2026-09-19T01:25:32.657680+00:00",
"queueAttemptedAt": "2026-09-19T01:37:02.428884+00:00",
"queueError": null,
"queueUpdatedAt": "2026-09-19T01:25:32.657680+00:00",
"queueUpdatedAt": "2026-09-19T01:37:02.428884+00:00",
"supportedGpus": [
"Vastai_va16",
"Kunlunxin_p-800",

File diff suppressed because it is too large Load Diff

View File

@@ -1,6 +1,6 @@
{
"generatedAt": "2026-09-19T01:28:17.473153+00:00",
"lastSyncTime": "2026-09-19T01:28:17.191454+00:00",
"generatedAt": "2026-09-19T01:36:44.494575+00:00",
"lastSyncTime": "2026-09-19T01:36:44.189005+00:00",
"recentLimit": 300,
"report": {
"architectureCompatibilityBlocks": {
@@ -1812,25 +1812,25 @@
"unresolvedFailureCount": 1
},
"Ascend_910-b3|vllm_tokenizer_patch|text-generation": {
"attributableFailureCount": 10,
"decisionFailureRate": 0.9091,
"decisionSuccessRate": 0.0909,
"decisionTotal": 11,
"attributableFailureCount": 11,
"decisionFailureRate": 0.9167,
"decisionSuccessRate": 0.0833,
"decisionTotal": 12,
"failureBreakdown": {
"ambiguous_runtime": 6,
"framework_architecture_unsupported": 10
"framework_architecture_unsupported": 11
},
"failureCount": 16,
"failureRate": 0.9412,
"failureCount": 17,
"failureRate": 0.9444,
"framework": "vllm_tokenizer_patch",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"successCount": 1,
"successRate": 0.0588,
"successRate": 0.0556,
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation",
"total": 17,
"total": 18,
"unresolvedFailureCount": 6
},
"Ascend_910-b3|vllm|text-generation": {
@@ -2026,25 +2026,25 @@
"unresolvedFailureCount": 79
},
"Cambricon_mlu-370-x4|vllm-mlu|text-generation": {
"attributableFailureCount": 3,
"decisionFailureRate": 0.3333,
"decisionSuccessRate": 0.6667,
"decisionTotal": 9,
"attributableFailureCount": 4,
"decisionFailureRate": 0.4,
"decisionSuccessRate": 0.6,
"decisionTotal": 10,
"failureBreakdown": {
"ambiguous_runtime": 8,
"framework_architecture_unsupported": 3
"framework_architecture_unsupported": 4
},
"failureCount": 11,
"failureRate": 0.6471,
"failureCount": 12,
"failureRate": 0.6667,
"framework": "vllm-mlu",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"successCount": 6,
"successRate": 0.3529,
"successRate": 0.3333,
"targetGpu": "Cambricon_mlu-370-x4",
"taskType": "text-generation",
"total": 17,
"total": 18,
"unresolvedFailureCount": 8
},
"Cambricon_mlu-370-x8|unknown|text-generation": {
@@ -2868,24 +2868,24 @@
"unresolvedFailureCount": 284
},
"vllm-mlu": {
"attributableFailureCount": 13,
"decisionFailureRate": 0.4815,
"decisionSuccessRate": 0.5185,
"decisionTotal": 27,
"attributableFailureCount": 14,
"decisionFailureRate": 0.5,
"decisionSuccessRate": 0.5,
"decisionTotal": 28,
"failureBreakdown": {
"ambiguous_runtime": 38,
"framework_architecture_unsupported": 12,
"framework_architecture_unsupported": 13,
"tokenizer_compatibility": 1,
"参数/模板问题": 3
},
"failureCount": 54,
"failureRate": 0.7941,
"failureCount": 55,
"failureRate": 0.7971,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"successCount": 14,
"successRate": 0.2059,
"total": 68,
"successRate": 0.2029,
"total": 69,
"unresolvedFailureCount": 41
},
"vllm-patch-tokenizer": {
@@ -2958,48 +2958,48 @@
"unresolvedFailureCount": 83
},
"vllm_tokenizer_patch": {
"attributableFailureCount": 16,
"decisionFailureRate": 0.9412,
"decisionSuccessRate": 0.0588,
"decisionTotal": 17,
"attributableFailureCount": 17,
"decisionFailureRate": 0.9444,
"decisionSuccessRate": 0.0556,
"decisionTotal": 18,
"failureBreakdown": {
"ambiguous_runtime": 18,
"framework_architecture_unsupported": 16
"framework_architecture_unsupported": 17
},
"failureCount": 34,
"failureRate": 0.9714,
"failureCount": 35,
"failureRate": 0.9722,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"successCount": 1,
"successRate": 0.0286,
"total": 35,
"successRate": 0.0278,
"total": 36,
"unresolvedFailureCount": 18
}
},
"generatedAt": "2026-09-19T01:28:17.467439+00:00",
"generatedAt": "2026-09-19T01:36:44.489215+00:00",
"gpuSummaries": {
"Ascend_910-b3": {
"attributableFailureCount": 59,
"decisionFailureRate": 0.8551,
"decisionSuccessRate": 0.1449,
"decisionTotal": 69,
"attributableFailureCount": 60,
"decisionFailureRate": 0.8571,
"decisionSuccessRate": 0.1429,
"decisionTotal": 70,
"failureBreakdown": {
"ambiguous_runtime": 39,
"framework_architecture_unsupported": 57,
"framework_architecture_unsupported": 58,
"memory_capacity": 1,
"tokenizer_compatibility": 1,
"参数/模板问题": 10,
"验证失败": 27
},
"failureCount": 135,
"failureRate": 0.931,
"failureCount": 136,
"failureRate": 0.9315,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"successCount": 10,
"successRate": 0.069,
"total": 145,
"successRate": 0.0685,
"total": 146,
"unresolvedFailureCount": 76
},
"Ascend_910-b4": {
@@ -3054,26 +3054,26 @@
"unresolvedFailureCount": 60
},
"Cambricon_mlu-370-x4": {
"attributableFailureCount": 33,
"decisionFailureRate": 0.7674,
"decisionSuccessRate": 0.2326,
"decisionTotal": 43,
"attributableFailureCount": 34,
"decisionFailureRate": 0.7727,
"decisionSuccessRate": 0.2273,
"decisionTotal": 44,
"failureBreakdown": {
"ambiguous_runtime": 47,
"framework_architecture_unsupported": 30,
"framework_architecture_unsupported": 31,
"memory_capacity": 1,
"tokenizer_compatibility": 2,
"参数/模板问题": 1,
"验证失败": 39
},
"failureCount": 120,
"failureRate": 0.9231,
"failureCount": 121,
"failureRate": 0.9237,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"successCount": 10,
"successRate": 0.0769,
"total": 130,
"successRate": 0.0763,
"total": 131,
"unresolvedFailureCount": 87
},
"Cambricon_mlu-370-x8": {
@@ -3448,14 +3448,14 @@
"unresolvedFailureCount": 0
},
"Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3_5_text|none": {
"attributableFailureCount": 1,
"attributableFailureCount": 2,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 1,
"decisionTotal": 2,
"failureBreakdown": {
"framework_architecture_unsupported": 1
"framework_architecture_unsupported": 2
},
"failureCount": 1,
"failureCount": 2,
"failureRate": 1.0,
"framework": "vllm_tokenizer_patch",
"modelType": "qwen3_5_text",
@@ -3467,7 +3467,7 @@
"successRate": 0.0,
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation",
"total": 1,
"total": 2,
"unresolvedFailureCount": 0
},
"Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3_5|exl3": {
@@ -4271,6 +4271,29 @@
"total": 2,
"unresolvedFailureCount": 2
},
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5_text|none": {
"attributableFailureCount": 1,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 1,
"failureBreakdown": {
"framework_architecture_unsupported": 1
},
"failureCount": 1,
"failureRate": 1.0,
"framework": "vllm-mlu",
"modelType": "qwen3_5_text",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"quantizationMethod": "none",
"successCount": 0,
"successRate": 0.0,
"targetGpu": "Cambricon_mlu-370-x4",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 0
},
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5|exl3": {
"attributableFailureCount": 1,
"decisionFailureRate": 1.0,
@@ -8654,6 +8677,30 @@
"total": 1,
"unresolvedFailureCount": 0
},
"Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3_5_text|none|34": {
"attributableFailureCount": 1,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 1,
"failureBreakdown": {
"framework_architecture_unsupported": 1
},
"failureCount": 1,
"failureRate": 1.0,
"framework": "vllm_tokenizer_patch",
"loadSizeLog2Bucket": 34,
"modelType": "qwen3_5_text",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"quantizationMethod": "none",
"successCount": 0,
"successRate": 0.0,
"targetGpu": "Ascend_910-b3",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 0
},
"Ascend_910-b3|vllm_tokenizer_patch|text-generation|qwen3_5|exl3|33": {
"attributableFailureCount": 1,
"decisionFailureRate": 1.0,
@@ -9656,6 +9703,30 @@
"total": 1,
"unresolvedFailureCount": 1
},
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5_text|none|34": {
"attributableFailureCount": 1,
"decisionFailureRate": 1.0,
"decisionSuccessRate": 0.0,
"decisionTotal": 1,
"failureBreakdown": {
"framework_architecture_unsupported": 1
},
"failureCount": 1,
"failureRate": 1.0,
"framework": "vllm-mlu",
"loadSizeLog2Bucket": 34,
"modelType": "qwen3_5_text",
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 0,
"quantizationMethod": "none",
"successCount": 0,
"successRate": 0.0,
"targetGpu": "Cambricon_mlu-370-x4",
"taskType": "text-generation",
"total": 1,
"unresolvedFailureCount": 0
},
"Cambricon_mlu-370-x4|vllm-mlu|text-generation|qwen3_5|exl3|33": {
"attributableFailureCount": 1,
"decisionFailureRate": 1.0,
@@ -14885,17 +14956,17 @@
"unresolvedFailureCount": 0
}
},
"terminalRecords": 2282,
"totalRecords": 2385,
"terminalRecords": 2284,
"totalRecords": 2387,
"totals": {
"attributableFailureCount": 741,
"decisionFailureRate": 0.8316,
"decisionSuccessRate": 0.1684,
"decisionTotal": 891,
"attributableFailureCount": 743,
"decisionFailureRate": 0.832,
"decisionSuccessRate": 0.168,
"decisionTotal": 893,
"failureBreakdown": {
"ambiguous_runtime": 574,
"backend_operator": 55,
"framework_architecture_unsupported": 492,
"framework_architecture_unsupported": 494,
"memory_capacity": 12,
"model_load": 88,
"platform_infrastructure": 11,
@@ -14905,14 +14976,14 @@
"参数/模板问题": 133,
"验证失败": 673
},
"failureCount": 2132,
"failureCount": 2134,
"failureRate": 0.9343,
"pendingCount": 0,
"pendingRate": 0.0,
"platformFailureCount": 11,
"successCount": 150,
"successRate": 0.0657,
"total": 2282,
"total": 2284,
"unresolvedFailureCount": 1380
},
"warnings": [
@@ -14952,6 +15023,6 @@
]
},
"storageMode": "decision_state_only",
"summarizedRecords": 2385,
"summarizedRecords": 2387,
"version": 1
}

View File

@@ -14,7 +14,7 @@
100
],
"accounts": 12,
"activeScanned": 710,
"activeScanned": 691,
"ageCleanupMode": "admission_only",
"agePolicySkipped": {
"cleanupDisabled": true,
@@ -117,8 +117,8 @@
"architecturePolicySkipped": {
"frameworkCatalogUnknown": 0,
"frameworkContextUnknown": 88,
"modelArchitectureUnknown": 157,
"noMatchingBlock": 527,
"modelArchitectureUnknown": 160,
"noMatchingBlock": 505,
"partiallyBlockedFrameworkSet": 26,
"runningMatchedProtected": 0,
"submissionContextMismatch": 0,
@@ -161,12 +161,12 @@
"repositorySizeErrors": {
"empero-ai/Qwen3.8-9B-GGUF": "recursive_repository_size_incomplete"
},
"repositorySizesComplete": 222,
"repositorySizesComplete": 223,
"skipped": {
"fitsKnownCapacity": 708,
"fitsKnownCapacity": 689,
"gpuCapacityUnknown": 0,
"repositorySizeUnknown": 2
},
"stopErrors": [],
"uniqueModels": 223
"uniqueModels": 224
}

View File

@@ -932,6 +932,7 @@
{"batchId": "1e6851d434644389b57630cb632cc69f", "completedAt": "2026-09-19T00:52:15.668818+00:00", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "configSource": "modelhub_live", "createdAt": "2026-09-19T00:52:08.756498+00:00", "framework": "vllm_fix_tokenizer", "intentId": "eaf3f4032cb345faa72f466359e7e885", "lastModified": "2026-09-16T16:32:52+00:00", "modelAddress": "https://modelscope.cn/models/IFM/K2-Horizon-7B-FP8", "reason": null, "reconciledAt": "2026-09-19T01:30:13.948090+00:00", "repoId": "IFM/K2-Horizon-7B-FP8", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4942334", "taskType": "text-generation"}
{"batchId": "1e6851d434644389b57630cb632cc69f", "completedAt": "2026-09-19T00:52:15.668821+00:00", "configFingerprint": "2e9cebc01b20081f0839fa18fe9ca4f7d059509f235699027201fe328177b304", "configSource": "modelhub_live", "createdAt": "2026-09-19T00:52:08.756558+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0101fbcc2471466d9c722d8fb1a9d74e", "lastModified": "2026-08-25T14:08:37+00:00", "modelAddress": "https://modelscope.cn/models/barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "reason": null, "reconciledAt": "2026-09-19T01:30:13.948300+00:00", "repoId": "barozp/Qwen3.8-Whittle-MoE-27B-MLX-4bit", "safeConfigVector": {"dtype": "-", "gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4942335", "taskType": "text-generation"}
{"batchId": "4de167484df5490da215d0f58c74d205", "completedAt": "2026-09-19T00:56:44.037685+00:00", "configFingerprint": "542d431820ab22236d94f13de518d5b298cdcf7ff50b3161b528640bca46f3cb", "configSource": "modelhub_live", "createdAt": "2026-09-19T00:56:38.544207+00:00", "framework": "llamacpp", "intentId": "1e3e4c24015a433c858eb64eb05d1f29", "lastModified": "2026-09-18T14:23:00+00:00", "modelAddress": "https://modelscope.cn/models/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf", "reason": null, "reconciledAt": "2026-09-19T01:30:13.948195+00:00", "repoId": "soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "recovered_active", "targetGpu": "Mthreads_s4000", "taskId": "4942377", "taskType": "text-generation"}
{"batchId": "c7e82778cde84b9485be611e9a6d64b8", "configFingerprint": "28c8d3558c2c4f5aa7066e89457573be5bb7c439ae2f59b7240a1c80c37520c2", "configSource": "modelhub_live", "createdAt": "2026-09-19T01:39:16.377074+00:00", "framework": "llamacpp", "intentId": "a28a329642724082a21de97bfde2e6cb", "lastModified": "2026-09-18T14:23:00+00:00", "modelAddress": "https://modelscope.cn/models/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf", "repoId": "soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "pending", "targetGpu": "Ascend_910-b3", "taskType": "text-generation"}
{"batchId": "8d27d6d5a99748efbdd97223e640c598", "completedAt": "2026-09-18T14:35:12.136557+00:00", "configFingerprint": "359725c5cf0821e26681bc436dad944747db4ac72a1bf9e70b5f6f8e63a023b4", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:35:06.015304+00:00", "framework": "llamacpp", "intentId": "10303336f4f24e2f98aa86764cc2f0fc", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 2048}, "status": "uniqueness_rejected", "targetGpu": "Mthreads_s4000", "taskId": null, "taskType": "text-generation"}
{"batchId": "bfd8069a25c5437f87c1eb1f45b313b1", "completedAt": "2026-09-18T14:33:31.434713+00:00", "configFingerprint": "e1276bf11e548198418262ddca64a6c4514301bb26e65ecc7e04f8d8f0442b6b", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:33:23.815503+00:00", "framework": "llamacpp", "intentId": "3c35cff71fae4e2997f1d1fa492cdda8", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Ascend_910-b4", "taskId": null, "taskType": "text-generation"}
{"batchId": "18470fd259dd4f84ad6911206103ac42", "completedAt": "2026-09-18T14:31:05.798368+00:00", "configFingerprint": "680fcdbc0952bbae15ed7a5a114782d3eaa8806d60778df64b3e1a99d41a066b", "configSource": "modelhub_live", "createdAt": "2026-09-18T14:30:53.123908+00:00", "framework": "llamacpp", "intentId": "c7daff34b5a4470ab91e00ee1da68653", "repoId": "voconly/parakeet-unified-en-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}

View File

@@ -1,24 +1,24 @@
{
"agentVersion": "2026.09.04.4",
"checksums": {
".modelhub_state/architecture_compatibility_blacklist.json": "406a9d38f40d9dc49ee410143c757f6bc71259c487b572cca4095c588062e84f",
".modelhub_state/architecture_compatibility_blacklist.json": "852d846e57b2fb7648ec3beb91dcd983f03873b4918400e46a104b3817e5c450",
".modelhub_state/architecture_history_backfill.json": "0c2bd503965abbb61fe24e3a7d3d9fb55d85d33a2d358e54024633164633c295",
".modelhub_state/market_intelligence.json": "915fb754c18b29cbede74a3cea025fa0b64091609253e8533aef43564af76bc2",
".modelhub_state/official_capabilities.json": "b9f5462521973d21b100a6c8cdb53b1b398966359a65427feb4775eeee02a3c9",
".modelhub_state/outcome_checkpoint.json": "d11d7330cafef449a8189e6f3d8519d18d2acd04aa299976f40f7c00e27d3912",
".modelhub_state/queue_cleanup_latest.json": "8cadd3b64b03cddc9b739fee2521c6a09b232adf5fa0f48764e229a695738569",
".modelhub_state/market_intelligence.json": "8b3c3696a8dae2f3825323ce7fcdf67706e0312ab641192b45d8981c06f10461",
".modelhub_state/official_capabilities.json": "a97b243cc2bf883c0357f0393f3216e9f4f1e2f90b6906ff7ba9e29ce3a6d61b",
".modelhub_state/outcome_checkpoint.json": "cb6e8ed117073db434267ca9f5f8ddffafd5d9f81652aea7a240c747d661c18c",
".modelhub_state/queue_cleanup_latest.json": "f2ae765f08be425eeab48d89b4df16ef67f8b221d304d6295c061847bc7bc4e3",
".modelhub_state/recent_outcomes.jsonl": "dd405ee2b1dedd7cc25d9e2aea5b5dde33665f0a08e07699040bcd9108ad5aa2",
".modelhub_state/recovery_active_tasks.jsonl": "8de629fac8187e92b1f2a6f18e36ab19a7c3201b8877cccddd07b35a45b8cc6f",
".modelhub_state/recovery_intents.jsonl": "c516ccdb5fbb5c3209acb3ead0d6cfab03f7601dac4dfbcde55db533549759fe",
".modelhub_state/recovery_intents.jsonl": "c3f42c17c206ded88cb7085ab7395ceb497c9052769548b042ae315475ec3cf2",
".modelhub_state/routing_intelligence.json": "b5ee9a5b04484f47cfbcdf3f6f1412165d4061bc88e0f493f18f91062f6331a1",
".modelhub_state/submission_exclusions.jsonl": "cd362b9c480f30eb8106e264359b19b37b894120db54586e63b0a0d1d41a73b0",
".modelhub_state/worker_crashes.jsonl": "a494412048eca6dce83e7284303a6b4b56a445c1274ac201ab8723c739a14f23",
"ledger/submissions.jsonl": "d68ba4f7c7468622dc495538a7eed6e6ddfbacc6f718d2463ba49be96ba94f1f",
"outcomes/submissions.jsonl": "8c350fd43e9ec9cb4ebb076cfef95b4ea7383da87bbebaf229d613ab319aa826"
"outcomes/submissions.jsonl": "39db015ade8ba7934e527377ad24f68dd5f65abeb753d7ddfbdb7c8e02e19f23"
},
"generation": 9569,
"phase": "cycle",
"generation": 9570,
"phase": "intent",
"schemaVersion": 1,
"updatedAt": "2026-09-19T01:35:43.597592+00:00",
"updatedAt": "2026-09-19T01:39:16.455381+00:00",
"writerId": "217f1806b49c401894bed7ce18be9095"
}

View File

@@ -133,7 +133,6 @@
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-09T08:15:14.695130+00:00", "modelId": "JANGQ-AI/Ling-2.6-flash-JANGTQ", "modelProfile": {"architectures": ["BailingMoeV2_5ForCausalLM"], "configFingerprint": "a494b1667fab53609b94cc853db1a12c8d3b9fcf98795ecbab3dd5eb3a3c77f6", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 30593642304, "estimatedRequiredGiB": 34.208, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "bailing_hybrid", "modelscopeFileSize": 30608423891, "modelscopeLicense": "mit", "modelscopeParams": null, "modelscopeTags": ["license:mit", "model_type:bailing_hybrid", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:moe", "custom_tag:mixture-of-experts", "custom_tag:hybrid-attention", "custom_tag:mla", "custom_tag:lightning-attention", "custom_tag:jangtq", "custom_tag:jangq-ai", "custom_tag:mlx", "custom_tag:bailing", "custom_tag:ling", "custom_tag:apple-silicon"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 30608423891}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-09T00:13:45.139430+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4730592", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-09T11:30:49.443130+00:00", "modelId": "TokenRhythm/NeoHorse-1-9B", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17907657384, "estimatedRequiredGiB": 20.04, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 17931574489, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 8953803264, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3_5_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agentic", "custom_tag:tool-use", "custom_tag:coding", "custom_tag:reasoning", "custom_tag:instruction-following"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17931574577}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-09T03:27:23.590101+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4733219", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-09T11:43:37.216638+00:00", "modelId": "TokenRhythm/NeoHorse-1-9B", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17907657384, "estimatedRequiredGiB": 20.04, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 17931574489, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 8953803264, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3_5_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agentic", "custom_tag:tool-use", "custom_tag:coding", "custom_tag:reasoning", "custom_tag:instruction-following"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17931574577}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-09T03:43:18.853211+00:00", "targetGpu": "Vastai_va16", "taskId": "4733415", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-09T12:02:14.907044+00:00", "modelId": "TokenRhythm/NeoHorse-1-9B", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "7b5500238d52e9e2a21471d722bc1636ca047e1a12ba49c491593b86bec602b8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17907657384, "estimatedRequiredGiB": 20.04, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 17931574489, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 8953803264, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3_5_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agentic", "custom_tag:tool-use", "custom_tag:coding", "custom_tag:reasoning", "custom_tag:instruction-following"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17931574577}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-09T03:59:11.865737+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4733621", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm", "lastSyncTime": "2026-09-09T12:18:30.400502+00:00", "modelId": "TokenRhythm/NeoHorse-1-9B", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "71d6e16091ba0289f01acffc8e39bb8c25703488dc49b9e390e08951fe1f2b33", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17907657384, "estimatedRequiredGiB": 20.04, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 17931574577, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 8953803264, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3_5_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agentic", "custom_tag:tool-use", "custom_tag:coding", "custom_tag:reasoning", "custom_tag:instruction-following"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17931574577}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-09T04:15:09.998965+00:00", "targetGpu": "Iluvatar_mrv-100", "taskId": "4733756", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-patch-tokenizer", "lastSyncTime": "2026-09-09T12:31:26.641233+00:00", "modelId": "TokenRhythm/NeoHorse-1-9B", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "0d5bc82787a89d4313672808d1a8629a1fc675c91aa6a08865f770aa24447fbc", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17907657384, "estimatedRequiredGiB": 20.04, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 17931574577, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 8953803264, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3_5_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agentic", "custom_tag:tool-use", "custom_tag:coding", "custom_tag:reasoning", "custom_tag:instruction-following"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17931574577}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-09T04:30:36.752310+00:00", "targetGpu": "hygon_k100-ai", "taskId": "4733926", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-09T14:42:07.646479+00:00", "modelId": "ddalcu/Qwen3.8-27B-MLX-Serve-6bit", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 22263760648, "estimatedRequiredGiB": 24.908, "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": null, "modelscopeLicense": "apache-2.0", "modelscopeParams": 6019449856, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:mlx-serve", "custom_tag:qwen3_5", "custom_tag:apple-silicon", "custom_tag:mtp", "custom_tag:speculative-decoding"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 22286993822}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-09T06:38:12.914042+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4735580", "taskType": "text-generation", "verifyResult": null}
@@ -231,7 +230,6 @@
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-10T11:14:50.402533+00:00", "modelId": "OpenBMB/MiniCPM5-2B-Midtrain", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5033557128, "estimatedRequiredGiB": 5.637, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 5043778298, "modelscopeLicense": "apache-2.0", "modelscopeParams": 2516756480, "modelscopeTags": ["license:apache-2.0", "model_type:llama", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:minicpm", "custom_tag:minicpm5", "custom_tag:llama", "custom_tag:text-generation", "custom_tag:long-context", "custom_tag:tool-calling", "custom_tag:on-device", "custom_tag:edge-ai"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 5043778298}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-10T03:12:37.198105+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4751425", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-10T11:14:50.402483+00:00", "modelId": "TokenRhythm/NeoHorse-1-4B", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8411552560, "estimatedRequiredGiB": 9.428, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 8435794236, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 4205751296, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3_5_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agentic", "custom_tag:tool-use", "custom_tag:coding", "custom_tag:reasoning", "custom_tag:instruction-following"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 8435794236}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-10T03:12:37.196301+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4751423", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-10T11:14:50.402540+00:00", "modelId": "ddalcu/Muse-Glimmer-30B-MLX-Serve-4bit", "modelProfile": {"architectures": ["MuseGlimmerForConditionalGeneration"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 21407235494, "estimatedRequiredGiB": 23.956, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "muse_glimmer", "modelscopeFileSize": 21435726263, "modelscopeLicense": "apache-2.0", "modelscopeParams": 5792290816, "modelscopeTags": ["license:apache-2.0", "model_type:muse_glimmer", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx", "custom_tag:mlx-serve", "custom_tag:muse_glimmer"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 21435726263}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-10T03:12:37.222862+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4751424", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-10T11:14:50.402557+00:00", "modelId": "TokenRhythm/NeoHorse-1-9B", "modelProfile": {"architectures": ["Qwen3_5ForCausalLM"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 17907657384, "estimatedRequiredGiB": 20.04, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_text", "modelscopeFileSize": 17931574577, "modelscopeLicense": "Apache License 2.0", "modelscopeParams": 8953803264, "modelscopeTags": ["license:Apache License 2.0", "model_type:qwen3_5_text", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agentic", "custom_tag:tool-use", "custom_tag:coding", "custom_tag:reasoning", "custom_tag:instruction-following"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 17931574577}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-10T03:12:37.226057+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4751427", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm-mlu", "lastSyncTime": "2026-09-10T11:14:50.402577+00:00", "modelId": "laion/swesmith-nl2bash-stack-bugsseq", "modelProfile": {"architectures": ["Qwen3ForCausalLM"], "configFingerprint": "36ec94e289a8da5fd70b98a2f401fc5159740daf9e2a076da4fd490f34bcbc0b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 8593, "estimatedRequiredGiB": 18.327, "gpuMemoryEvidence": {"memoryGiB": 24.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 24.0, "maximumRepositorySizeGiB": 20.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3", "modelscopeFileSize": 16398873171, "modelscopeLicense": "apache-2.0", "modelscopeParams": 8190735360, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:llama-factory", "custom_tag:full", "custom_tag:generated_from_trainer"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 16398873171}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-10T03:12:37.213099+00:00", "targetGpu": "Cambricon_mlu-370-x4", "taskId": "4751426", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-10T13:14:20.004672+00:00", "modelId": "BAAI/AREX-Turbo", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 9078620368, "estimatedRequiredGiB": 10.18, "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": 9109259594, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4539265536, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agent", "custom_tag:deep-research", "custom_tag:reasoning", "custom_tag:tool-use", "custom_tag:long-context", "custom_tag:qwen3.5", "custom_tag:dense"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 9109259594}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-10T05:13:27.470794+00:00", "targetGpu": "Vastai_va16", "taskId": "4753071", "taskType": "text-generation", "verifyResult": null}
{"failReason": null, "framework": "vllm_tokenizer_patch", "lastSyncTime": "2026-09-10T13:30:05.632354+00:00", "modelId": "BAAI/AREX-Turbo", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "167e80c9a74f5acd91819ac9a661546c8992cc5beb0bdd0a1dc9fc9659a5e778", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 9078620368, "estimatedRequiredGiB": 10.18, "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": 9109259594, "modelscopeLicense": "apache-2.0", "modelscopeParams": 4539265536, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:agent", "custom_tag:deep-research", "custom_tag:reasoning", "custom_tag:tool-use", "custom_tag:long-context", "custom_tag:qwen3.5", "custom_tag:dense"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 9109259594}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-10T05:29:20.581004+00:00", "targetGpu": "Ascend_910-b4", "taskId": "4753478", "taskType": "text-generation", "verifyResult": null}