state: generation 23727 (cycle)

This commit is contained in:
2026-10-11 22:44:57 +00:00
parent 7f9f19e9c4
commit 6e0a79867c
3 changed files with 287 additions and 287 deletions

View File

@@ -3,28 +3,28 @@
"communityError": null,
"communitySample": {},
"communityUpdatedAt": "2026-10-11T22:41:16.956040+00:00",
"frameworkAttemptedAt": "2026-10-11T16:41:28.570022+00:00",
"frameworkAttemptedAt": "2026-10-11T22:44:53.895191+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 42140,
"modelCount": 42189,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20913,
"successRate": 0.49627432368296154,
"wilsonLowerBound": 0.4915010530228554
"successCount": 20945,
"successRate": 0.4964564222901704,
"wilsonLowerBound": 0.4916858947100369
},
"vllm": {
"framework": "vllm",
"modelCount": 56453,
"modelCount": 56521,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15345,
"successRate": 0.271819035303704,
"wilsonLowerBound": 0.26816460242498097
"successCount": 15350,
"successRate": 0.2715804745138975,
"wilsonLowerBound": 0.26792925664713285
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
@@ -37,41 +37,41 @@
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 4349,
"modelCount": 4371,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1312,
"successRate": 0.30167854679236605,
"wilsonLowerBound": 0.28821699985688143
"successCount": 1320,
"successRate": 0.30199039121482496,
"wilsonLowerBound": 0.2885580413129601
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 36979,
"modelCount": 37025,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 17369,
"successRate": 0.4696990183617729,
"wilsonLowerBound": 0.46461557208199533
"successCount": 17404,
"successRate": 0.4700607697501688,
"wilsonLowerBound": 0.46498022014208384
},
"vllm": {
"framework": "vllm",
"modelCount": 39766,
"modelCount": 39822,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11017,
"successRate": 0.27704571744706535,
"wilsonLowerBound": 0.27266864362125237
"successCount": 11023,
"successRate": 0.27680679021646326,
"wilsonLowerBound": 0.2724339724889419
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 12739,
"modelCount": 12761,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5341,
"successRate": 0.41926367846769763,
"wilsonLowerBound": 0.41072044548189773
"successCount": 5351,
"successRate": 0.41932450434918894,
"wilsonLowerBound": 0.4107884248562418
}
},
"Biren_166m": {
@@ -86,32 +86,32 @@
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 29887,
"modelCount": 30036,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6481,
"successRate": 0.2168501355104226,
"wilsonLowerBound": 0.21221453020823336
"successCount": 6503,
"successRate": 0.21650685843654283,
"wilsonLowerBound": 0.2118853875975282
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 7716,
"modelCount": 7733,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 106,
"successRate": 0.013737687921202696,
"wilsonLowerBound": 0.011371815320575233
"successCount": 107,
"successRate": 0.013836803310487521,
"wilsonLowerBound": 0.011464076031403762
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26631,
"modelCount": 26635,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3270,
"successRate": 0.12278923059592205,
"wilsonLowerBound": 0.11890174653639872
"successCount": 3272,
"successRate": 0.12284587948188473,
"wilsonLowerBound": 0.11895789354206535
},
"vllm-customized": {
"framework": "vllm-customized",
@@ -124,23 +124,23 @@
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 15604,
"modelCount": 15644,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6165,
"successRate": 0.39509100230710076,
"wilsonLowerBound": 0.38744708281258994
"successCount": 6180,
"successRate": 0.39503963180772184,
"wilsonLowerBound": 0.38740564096835955
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24740,
"modelCount": 24745,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3806,
"successRate": 0.153839935327405,
"wilsonLowerBound": 0.14939780211535048
"successRate": 0.15380885027278238,
"wilsonLowerBound": 0.14936753678893414
},
"vllm-customized": {
"framework": "vllm-customized",
@@ -153,61 +153,61 @@
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 51658,
"modelCount": 51761,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13016,
"successRate": 0.2519648457160556,
"wilsonLowerBound": 0.24823953507281116
"successCount": 13035,
"successRate": 0.251830528776492,
"wilsonLowerBound": 0.2481095792043658
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 24354,
"modelCount": 24420,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3143,
"successRate": 0.1290547753962388,
"wilsonLowerBound": 0.12490251359675075
"successCount": 3148,
"successRate": 0.1289107289107289,
"wilsonLowerBound": 0.12476602515036546
},
"vllm": {
"framework": "vllm",
"modelCount": 86992,
"modelCount": 86996,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9772,
"successRate": 0.11233216847526209,
"wilsonLowerBound": 0.11025083745991396
"successRate": 0.11232700354039266,
"wilsonLowerBound": 0.11024576234266716
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 46127,
"modelCount": 46195,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5548,
"successRate": 0.12027662757170421,
"wilsonLowerBound": 0.11733966980503703
"successCount": 5558,
"successRate": 0.12031605152072736,
"wilsonLowerBound": 0.11738081015124567
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 46651,
"modelCount": 46841,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3654,
"successRate": 0.0783262952562646,
"wilsonLowerBound": 0.07592267693831987
"successCount": 3658,
"successRate": 0.07809397749834547,
"wilsonLowerBound": 0.07569849259292354
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 93655,
"modelCount": 93736,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 23312,
"successRate": 0.24891356574662324,
"wilsonLowerBound": 0.24615466707755723
"successCount": 23350,
"successRate": 0.24910386617734914,
"wilsonLowerBound": 0.24634544046371315
},
"transformers": {
"framework": "transformers",
@@ -220,12 +220,12 @@
},
"vllm": {
"framework": "vllm",
"modelCount": 112854,
"modelCount": 112857,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16530,
"successRate": 0.146472433409538,
"wilsonLowerBound": 0.1444215380732927
"successRate": 0.14646853983359473,
"wilsonLowerBound": 0.144417694440736
},
"vllm-0.17.0": {
"framework": "vllm-0.17.0",
@@ -238,30 +238,30 @@
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 23484,
"modelCount": 23569,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3985,
"successRate": 0.16969000170328735,
"wilsonLowerBound": 0.16494326307602572
"successCount": 3998,
"successRate": 0.16962959820102677,
"wilsonLowerBound": 0.16489201743952753
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 43627,
"modelCount": 43631,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5674,
"successRate": 0.13005707474728953,
"wilsonLowerBound": 0.1269332275094749
"successCount": 5675,
"successRate": 0.13006807086704408,
"wilsonLowerBound": 0.12694425091271277
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8070,
"modelCount": 8094,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 757,
"successRate": 0.09380421313506815,
"wilsonLowerBound": 0.08763482607501104
"successCount": 759,
"successRate": 0.09377316530763528,
"wilsonLowerBound": 0.08761360589102254
}
},
"Iluvatar_mrv-100": {
@@ -276,85 +276,85 @@
},
"vllm": {
"framework": "vllm",
"modelCount": 34272,
"modelCount": 34301,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6771,
"successRate": 0.19756652661064425,
"wilsonLowerBound": 0.19338503799617207
"successCount": 6787,
"successRate": 0.19786595142998747,
"wilsonLowerBound": 0.1936837783377294
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61481,
"modelCount": 61483,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12423,
"successRate": 0.2020624257900815,
"wilsonLowerBound": 0.19890704231526266
"successRate": 0.20205585283736968,
"wilsonLowerBound": 0.19890055933820167
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 15386,
"modelCount": 15527,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4359,
"successRate": 0.283309502144807,
"wilsonLowerBound": 0.2762441179875897
"successCount": 4386,
"successRate": 0.28247568751207575,
"wilsonLowerBound": 0.2754487313579149
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 15311,
"modelCount": 15332,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3735,
"successRate": 0.2439422637319574,
"wilsonLowerBound": 0.2372044379553507
"successCount": 3739,
"successRate": 0.24386903208974695,
"wilsonLowerBound": 0.23713648687633784
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 67593,
"modelCount": 67673,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18627,
"successRate": 0.275575873241312,
"wilsonLowerBound": 0.27222030992383467
"successCount": 18641,
"successRate": 0.27545697693319343,
"wilsonLowerBound": 0.27210384679248717
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 927,
"modelCount": 945,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 559,
"successRate": 0.6030204962243797,
"wilsonLowerBound": 0.571160725295832
"successCount": 570,
"successRate": 0.6031746031746031,
"wilsonLowerBound": 0.5716239784659983
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48359,
"modelCount": 48374,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21695,
"successRate": 0.44862383423974855,
"wilsonLowerBound": 0.4441952440158708
"successCount": 21706,
"successRate": 0.4487121180799603,
"wilsonLowerBound": 0.44428412564034614
},
"vllm": {
"framework": "vllm",
"modelCount": 39688,
"modelCount": 39730,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4757,
"successRate": 0.11985990727675871,
"wilsonLowerBound": 0.11670113843094837
"successCount": 4767,
"successRate": 0.11998489806191795,
"wilsonLowerBound": 0.1168263301968249
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1058,
"modelCount": 1064,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
@@ -383,12 +383,12 @@
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 7253,
"modelCount": 7264,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3182,
"successRate": 0.43871501447676825,
"wilsonLowerBound": 0.42733006392679657
"successCount": 3189,
"successRate": 0.43901431718061673,
"wilsonLowerBound": 0.4276369555956747
}
},
"Vastai_va16": {
@@ -403,161 +403,161 @@
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 17997,
"modelCount": 18061,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5354,
"successRate": 0.29749402678224146,
"wilsonLowerBound": 0.2908586830672383
"successCount": 5370,
"successRate": 0.2973257294723437,
"wilsonLowerBound": 0.2907031972462975
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 28290,
"modelCount": 28318,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14461,
"successRate": 0.5111700247437257,
"wilsonLowerBound": 0.5053438326886737
"successCount": 14471,
"successRate": 0.5110177272406243,
"wilsonLowerBound": 0.5051943979381303
},
"vllm": {
"framework": "vllm",
"modelCount": 67131,
"modelCount": 67183,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7149,
"successRate": 0.1064932743441927,
"wilsonLowerBound": 0.10418226743877991
"successCount": 7158,
"successRate": 0.10654481044311805,
"wilsonLowerBound": 0.10423418946045764
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 13635,
"modelCount": 13653,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2254,
"successRate": 0.1653098643197653,
"wilsonLowerBound": 0.15916924224460932
"successCount": 2264,
"successRate": 0.16582436094631217,
"wilsonLowerBound": 0.159679820037049
}
}
}
},
"frameworkUpdatedAt": null,
"generatedAt": "2026-10-11T22:41:16.956040+00:00",
"generatedAt": "2026-10-11T22:44:53.895191+00:00",
"gpuStats": {
"Ascend_910-b3": {
"available": true,
"backlogHours": 1038.1829268292684,
"backlogHours": 1019.2814371257485,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 1.2960041447890176,
"queueFactor": 0.9719567597479556,
"queueWeight": 0.9719567597479556,
"recentSuccess": 51,
"recentSuccessRate": 0.31097560975609756,
"recentTerminal": 164,
"recentWilsonLowerBound": 0.2451381121786042,
"running": 10,
"selectionWeight": 1.2596599891890539,
"qualityFactor": 1.5805117014303602,
"queueFactor": 0.9756175466460595,
"queueWeight": 0.9756175466460595,
"recentSuccess": 53,
"recentSuccessRate": 0.31736526946107785,
"recentTerminal": 167,
"recentWilsonLowerBound": 0.2515549178173127,
"running": 8,
"selectionWeight": 1.5419749485948773,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 27.333333333333332,
"waiting": 28377
"throughputPerHour": 27.833333333333332,
"waiting": 28370
},
"Ascend_910-b4": {
"available": true,
"backlogHours": 1173.9622641509434,
"backlogHours": 1138.1707317073171,
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 1.5351652859098661,
"queueFactor": 0.9542010856328309,
"queueWeight": 0.9542010856328309,
"recentSuccess": 53,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 159,
"recentWilsonLowerBound": 0.26475373013650727,
"qualityFactor": 1.810946717140778,
"queueFactor": 0.9596052333889681,
"queueWeight": 0.9596052333889681,
"recentSuccess": 55,
"recentSuccessRate": 0.3353658536585366,
"recentTerminal": 164,
"recentWilsonLowerBound": 0.26760859949096927,
"running": 8,
"selectionWeight": 1.4648563824410294,
"selectionWeight": 1.737793947156862,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 26.5,
"throughputPerHour": 27.333333333333332,
"waiting": 31110
},
"Biren_166m": {
"available": true,
"backlogHours": 118.98154981549816,
"backlogHours": 117.67883211678833,
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.059095102276160424,
"qualityFactor": 0.059337679346007546,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 24,
"recentSuccessRate": 0.08856088560885608,
"recentTerminal": 271,
"recentWilsonLowerBound": 0.060233822847141565,
"running": 9,
"selectionWeight": 0.07682363295900856,
"recentSuccess": 23,
"recentSuccessRate": 0.08394160583941605,
"recentTerminal": 274,
"recentWilsonLowerBound": 0.05658394132369152,
"running": 8,
"selectionWeight": 0.07713898314980981,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 45.166666666666664,
"throughputPerHour": 45.666666666666664,
"waiting": 5374
},
"Cambricon_mlu-370-x4": {
"available": true,
"backlogHours": 1098.2637362637363,
"backlogHours": 1052.0842105263157,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.1903794279723674,
"queueFactor": 0.9637891444185682,
"queueWeight": 0.9637891444185682,
"recentSuccess": 15,
"recentSuccessRate": 0.16483516483516483,
"recentTerminal": 91,
"recentWilsonLowerBound": 0.10251340708451503,
"running": 8,
"selectionWeight": 0.1834856260003844,
"qualityFactor": 0.23811220627669938,
"queueFactor": 0.9709931014137049,
"queueWeight": 0.9709931014137049,
"recentSuccess": 16,
"recentSuccessRate": 0.16842105263157894,
"recentTerminal": 95,
"recentWilsonLowerBound": 0.10641164331368241,
"running": 7,
"selectionWeight": 0.23120530965707217,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 15.166666666666666,
"waiting": 16657
"throughputPerHour": 15.833333333333334,
"waiting": 16658
},
"Cambricon_mlu-370-x8": {
"available": true,
"backlogHours": 369.46938775510205,
"backlogHours": 355.05882352941177,
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.31786812044218116,
"queueFactor": 1.134883437015935,
"queueWeight": 1.134883437015935,
"qualityFactor": 0.3346098533653823,
"queueFactor": 1.1428222135427406,
"queueWeight": 1.1428222135427406,
"recentSuccess": 27,
"recentSuccessRate": 0.1836734693877551,
"recentTerminal": 147,
"recentWilsonLowerBound": 0.12941205654415947,
"recentSuccessRate": 0.17647058823529413,
"recentTerminal": 153,
"recentWilsonLowerBound": 0.12420853888153777,
"running": 7,
"selectionWeight": 0.36074326504521775,
"selectionWeight": 0.382399573296238,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 24.5,
"waiting": 9052
"throughputPerHour": 25.5,
"waiting": 9054
},
"Iluvatar_bi-100": {
"available": true,
"backlogHours": 52.556074766355145,
"backlogHours": 54.144230769230774,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
@@ -566,197 +566,197 @@
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 5,
"recentSuccessRate": 0.011682242990654205,
"recentTerminal": 428,
"recentWilsonLowerBound": 0.004999921765232528,
"running": 25,
"recentSuccess": 6,
"recentSuccessRate": 0.014423076923076924,
"recentTerminal": 416,
"recentWilsonLowerBound": 0.006626456668261944,
"running": 24,
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 71.33333333333333,
"waiting": 3749
"throughputPerHour": 69.33333333333333,
"waiting": 3754
},
"Iluvatar_bi-150": {
"available": true,
"backlogHours": 113.78804347826086,
"backlogHours": 114.34426229508196,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
"qualityFactor": 0.058545737797309566,
"qualityFactor": 0.07413898091150224,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 31,
"recentSuccessRate": 0.08423913043478261,
"recentTerminal": 368,
"recentWilsonLowerBound": 0.05997865155170823,
"running": 10,
"selectionWeight": 0.07610945913650244,
"recentSuccess": 32,
"recentSuccessRate": 0.08743169398907104,
"recentTerminal": 366,
"recentWilsonLowerBound": 0.06261163398347111,
"running": 9,
"selectionWeight": 0.09638067518495291,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 61.333333333333336,
"waiting": 6979
"throughputPerHour": 61.0,
"waiting": 6975
},
"Iluvatar_mrv-100": {
"available": true,
"backlogHours": 2585.0,
"backlogHours": 2326.35,
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.8479253141373659,
"queueFactor": 0.8476546422292475,
"queueWeight": 0.8476546422292475,
"recentSuccess": 12,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 36,
"recentWilsonLowerBound": 0.20214424774586046,
"qualityFactor": 1.1927562558468456,
"queueFactor": 0.8620301614762289,
"queueWeight": 0.8620301614762289,
"recentSuccess": 14,
"recentSuccessRate": 0.35,
"recentTerminal": 40,
"recentWilsonLowerBound": 0.22134333171049148,
"running": 2,
"selectionWeight": 0.7187478287922312,
"selectionWeight": 1.0281918678294386,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 6.0,
"waiting": 15510
"throughputPerHour": 6.666666666666667,
"waiting": 15509
},
"Kunlunxin_p-800": {
"available": true,
"backlogHours": 400.3969465648855,
"backlogHours": 394.2857142857143,
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.41253405262051007,
"queueFactor": 1.1212808715401448,
"queueWeight": 1.1212808715401448,
"recentSuccess": 27,
"recentSuccessRate": 0.20610687022900764,
"recentTerminal": 131,
"recentWilsonLowerBound": 0.145691802277379,
"qualityFactor": 0.3742046541521337,
"queueFactor": 1.1249988111876141,
"queueWeight": 1.1249988111876141,
"recentSuccess": 25,
"recentSuccessRate": 0.18796992481203006,
"recentTerminal": 133,
"recentWilsonLowerBound": 0.13068596058578308,
"running": 8,
"selectionWeight": 0.46256654206231346,
"selectionWeight": 0.4209797910620227,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 21.833333333333332,
"waiting": 8742
"throughputPerHour": 22.166666666666668,
"waiting": 8740
},
"MetaX_c-500": {
"available": true,
"backlogHours": 558.4655172413793,
"backlogHours": 539.7,
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 0.4917192291263928,
"queueFactor": 1.0666908568157727,
"queueWeight": 1.0666908568157727,
"qualityFactor": 0.5245183753612598,
"queueFactor": 1.0732499010633807,
"queueWeight": 1.0732499010633807,
"recentSuccess": 26,
"recentSuccessRate": 0.22413793103448276,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.15779657235553665,
"running": 6,
"selectionWeight": 0.5245124058296232,
"recentSuccessRate": 0.21666666666666667,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.15236622842757383,
"running": 2,
"selectionWeight": 0.5629392944623972,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 19.333333333333332,
"waiting": 10797
"throughputPerHour": 20.0,
"waiting": 10794
},
"Mthreads_s4000": {
"available": true,
"backlogHours": 2035.150684931507,
"backlogHours": 2063.1666666666665,
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.5,
"queueFactor": 0.8786148542188831,
"queueWeight": 0.8786148542188831,
"recentSuccess": 32,
"recentSuccessRate": 0.4383561643835616,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.3304516589160894,
"queueFactor": 0.8776948962074097,
"queueWeight": 0.8776948962074097,
"recentSuccess": 30,
"recentSuccessRate": 0.4166666666666667,
"recentTerminal": 72,
"recentWilsonLowerBound": 0.30985038222496447,
"running": 4,
"selectionWeight": 2.196537135547208,
"selectionWeight": 2.1942372405185244,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 12.166666666666666,
"waiting": 24761
"throughputPerHour": 12.0,
"waiting": 24758
},
"Sunrise_pt-200-x1": {
"available": true,
"backlogHours": 1456.5833333333333,
"backlogHours": 1436.5479452054794,
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
"qualityFactor": 0.05,
"queueFactor": 0.9238207792015978,
"queueWeight": 0.9238207792015978,
"queueFactor": 0.9266712751838148,
"queueWeight": 0.9266712751838148,
"recentSuccess": 7,
"recentSuccessRate": 0.09722222222222222,
"recentTerminal": 72,
"recentWilsonLowerBound": 0.04789571126116793,
"recentSuccessRate": 0.0958904109589041,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.04722835432935107,
"running": 2,
"selectionWeight": 0.046191038960079894,
"selectionWeight": 0.04633356375919074,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 12.0,
"waiting": 17479
"throughputPerHour": 12.166666666666666,
"waiting": 17478
},
"Vastai_va16": {
"available": true,
"backlogHours": 738.1875,
"backlogHours": 749.8095238095239,
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.28335022145653244,
"queueFactor": 1.022970297421853,
"queueWeight": 1.022970297421853,
"recentSuccess": 23,
"recentSuccessRate": 0.1796875,
"recentTerminal": 128,
"recentWilsonLowerBound": 0.12282372833083033,
"qualityFactor": 0.3001731409995496,
"queueFactor": 1.0216004533276897,
"queueWeight": 1.0216004533276897,
"recentSuccess": 22,
"recentSuccessRate": 0.1746031746031746,
"recentTerminal": 126,
"recentWilsonLowerBound": 0.11822571654205201,
"running": 16,
"selectionWeight": 0.2898588603179369,
"selectionWeight": 0.3066570169219364,
"stale": false,
"submissionEligible": false,
"throughputPerHour": 21.333333333333332,
"waiting": 15748
"throughputPerHour": 21.0,
"waiting": 15746
},
"hygon_k100-ai": {
"available": true,
"backlogHours": 979.5238095238095,
"backlogHours": 979.4285714285714,
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
"qualityFactor": 0.9620946702367144,
"queueFactor": 0.9804733130972545,
"queueWeight": 0.9804733130972545,
"recentSuccess": 36,
"recentSuccessRate": 0.2857142857142857,
"qualityFactor": 1.190822103317954,
"queueFactor": 0.9814717518200298,
"queueWeight": 0.9814717518200298,
"recentSuccess": 37,
"recentSuccessRate": 0.29365079365079366,
"recentTerminal": 126,
"recentWilsonLowerBound": 0.21409072140243568,
"recentWilsonLowerBound": 0.2211801111129269,
"running": 6,
"selectionWeight": 0.9433081488402019,
"selectionWeight": 1.168758255849485,
"stale": false,
"submissionEligible": true,
"throughputPerHour": 21.0,
"waiting": 20570
"waiting": 20568
}
},
"queueAttemptedAt": "2026-10-11T22:32:05.176267+00:00",
"queueAttemptedAt": "2026-10-11T22:44:53.895191+00:00",
"queueError": null,
"queueUpdatedAt": "2026-10-11T22:32:05.176267+00:00",
"queueUpdatedAt": "2026-10-11T22:44:53.895191+00:00",
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",

View File

@@ -1,5 +1,5 @@
{
"catalogUpdatedAt": "2026-10-11T22:41:16.956040+00:00",
"catalogUpdatedAt": "2026-10-11T22:44:53.895191+00:00",
"configuredTaskTypes": [
"text-generation"
],
@@ -56,7 +56,7 @@
"time-series-forecasting"
],
"errors": [],
"generatedAt": "2026-10-11T22:41:16.956040+00:00",
"generatedAt": "2026-10-11T22:44:53.895191+00:00",
"gpuCatalog": {
"Ascend_910-b3": {
"canVerify": true,
@@ -6560,6 +6560,6 @@
"updateTime": "2025-12-22 08:59:53"
}
],
"taskTreeUpdatedAt": "2026-10-11T22:41:16.956040+00:00",
"taskTreeUpdatedAt": "2026-10-11T22:44:53.895191+00:00",
"version": 1
}

View File

@@ -4,8 +4,8 @@
".modelhub_state/account_capacity.json": "930f9869793c3d1aa071c53f05b7cf82a4e372f002be88361d6d6189e27c12a1",
".modelhub_state/architecture_compatibility_blacklist.json": "b086119ffb5f0eec6a6b413aaf694af79a0648555abd7233ab377cc9d17b4b6b",
".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
".modelhub_state/market_intelligence.json": "59a7982490ab7faa32fa9f929fc2914e06010294c4bab0feffb942cf7b4405d9",
".modelhub_state/official_capabilities.json": "09ea530ac0d2af3d07e254670fe1becf41ed6e1a8766ae55dc0f4f9a837b8674",
".modelhub_state/market_intelligence.json": "929742618fa47ab16b54357c5a8e462ec4d1754f61b39ed4362819d560063f4a",
".modelhub_state/official_capabilities.json": "6620fa0c313415b2f406a1c50514194aa2ec27915540044ecd0a5c36b9f8255b",
".modelhub_state/outcome_checkpoint.json": "44d67d39f333e9af27dd521bbea253de64038578f46def2554fec687ad076ee5",
".modelhub_state/queue_cleanup_latest.json": "c3df745c14bb3475608fea4568116a746d3e784f3375160521615f63e0835787",
".modelhub_state/recent_outcomes.jsonl": "80da7e34893c7f23d6e780c3c8969ebd88930069ae3a5e8b4e10bd4228996516",
@@ -17,9 +17,9 @@
"ledger/submissions.jsonl": "0d8240de6bedb0f95a282ca72bc77258708c25ed06a125809867a51448d47b1d",
"outcomes/submissions.jsonl": "d941a7420edad018d70678897aa2784f01018306b85469aa6f801db95b708f8e"
},
"generation": 23726,
"generation": 23727,
"phase": "cycle",
"schemaVersion": 1,
"updatedAt": "2026-10-11T22:42:51.047170+00:00",
"updatedAt": "2026-10-11T22:44:57.420918+00:00",
"writerId": "bb7b8681024c432e99e7df31eccaf8ba"
}