755 lines
24 KiB
JSON
755 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-17T11:08:18.840501+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-17T11:08:18.840501+00:00",
|
|
"frameworkAttemptedAt": "2026-09-17T08:41:15.696979+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39360,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 18975,
|
|
"successRate": 0.48208841463414637,
|
|
"wilsonLowerBound": 0.47715389704070915
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 52360,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14707,
|
|
"successRate": 0.28088235294117647,
|
|
"wilsonLowerBound": 0.2770489106119704
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 2526,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 699,
|
|
"successRate": 0.27672209026128264,
|
|
"wilsonLowerBound": 0.25962437090752155
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 32588,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14318,
|
|
"successRate": 0.4393641831348963,
|
|
"wilsonLowerBound": 0.4339829932996816
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 37286,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10619,
|
|
"successRate": 0.2847985839188972,
|
|
"wilsonLowerBound": 0.28023987324717947
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8406,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3650,
|
|
"successRate": 0.4342136569117297,
|
|
"wilsonLowerBound": 0.42365014921931227
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 63899,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12072,
|
|
"successRate": 0.18892314433715707,
|
|
"wilsonLowerBound": 0.18590671148501753
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 16754,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3358,
|
|
"successRate": 0.20042974811985198,
|
|
"wilsonLowerBound": 0.19443686356941225
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 5854,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 54,
|
|
"successRate": 0.009224461906388794,
|
|
"wilsonLowerBound": 0.007077057468671067
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26118,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3215,
|
|
"successRate": 0.12309518339842254,
|
|
"wilsonLowerBound": 0.11916593730837402
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16464,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1674,
|
|
"successRate": 0.10167638483965015,
|
|
"wilsonLowerBound": 0.09715238732010051
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 10821,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4581,
|
|
"successRate": 0.42334349875242583,
|
|
"wilsonLowerBound": 0.41406279275918273
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24125,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3781,
|
|
"successRate": 0.15672538860103627,
|
|
"wilsonLowerBound": 0.15219257612955375
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.0674435903793702,
|
|
"wilsonLowerBound": 0.0621738174048722
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 42155,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10589,
|
|
"successRate": 0.25119202941525326,
|
|
"wilsonLowerBound": 0.24707464349705474
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23188,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3052,
|
|
"successRate": 0.13161980334655857,
|
|
"wilsonLowerBound": 0.12732924591273578
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86594,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9764,
|
|
"successRate": 0.11275608009792826,
|
|
"wilsonLowerBound": 0.11066653072696542
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 40070,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4927,
|
|
"successRate": 0.12295982031444971,
|
|
"wilsonLowerBound": 0.1197804951601539
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 30652,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3378,
|
|
"successRate": 0.11020488059506721,
|
|
"wilsonLowerBound": 0.10674792814181727
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 88363,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20913,
|
|
"successRate": 0.23667145751049648,
|
|
"wilsonLowerBound": 0.23388041753277528
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5156,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 565,
|
|
"successRate": 0.1095810705973623,
|
|
"wilsonLowerBound": 0.10134358646827077
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112509,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16507,
|
|
"successRate": 0.14671715151676754,
|
|
"wilsonLowerBound": 0.14466169556043257
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 16830,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3389,
|
|
"successRate": 0.2013666072489602,
|
|
"wilsonLowerBound": 0.19537633728304576
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 42794,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5570,
|
|
"successRate": 0.13015843342524652,
|
|
"wilsonLowerBound": 0.12700358246967536
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6588,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 528,
|
|
"successRate": 0.08014571948998178,
|
|
"wilsonLowerBound": 0.07383114397265658
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 200,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 36,
|
|
"successRate": 0.18,
|
|
"wilsonLowerBound": 0.1329455066253411
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 30891,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5476,
|
|
"successRate": 0.17726846006927585,
|
|
"wilsonLowerBound": 0.1730498886622285
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60833,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12389,
|
|
"successRate": 0.20365591044334488,
|
|
"wilsonLowerBound": 0.20047440910894626
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7386,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2151,
|
|
"successRate": 0.29122664500406176,
|
|
"wilsonLowerBound": 0.28097584750992727
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12569,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3257,
|
|
"successRate": 0.25912960458270345,
|
|
"wilsonLowerBound": 0.2515439027003866
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60359,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16507,
|
|
"successRate": 0.27348034261667686,
|
|
"wilsonLowerBound": 0.26993876043682347
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 46422,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20274,
|
|
"successRate": 0.43673258368876827,
|
|
"wilsonLowerBound": 0.4322261046567839
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36270,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3339,
|
|
"successRate": 0.09205955334987594,
|
|
"wilsonLowerBound": 0.08912720006596371
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 438,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6277,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.03058786044288673,
|
|
"wilsonLowerBound": 0.026606614466574273
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10020,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 736,
|
|
"successRate": 0.07345309381237525,
|
|
"wilsonLowerBound": 0.0685068111770585
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 5830,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2464,
|
|
"successRate": 0.4226415094339623,
|
|
"wilsonLowerBound": 0.41001619090083685
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7372,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 235,
|
|
"successRate": 0.031877373846988605,
|
|
"wilsonLowerBound": 0.028104591006162857
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 11330,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3781,
|
|
"successRate": 0.33371579876434243,
|
|
"wilsonLowerBound": 0.32509066018132865
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 26311,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13330,
|
|
"successRate": 0.5066322070616852,
|
|
"wilsonLowerBound": 0.5005905357351418
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61902,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6163,
|
|
"successRate": 0.09956059578042713,
|
|
"wilsonLowerBound": 0.0972266766162128
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 12383,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1760,
|
|
"successRate": 0.1421303399822337,
|
|
"wilsonLowerBound": 0.13609096781087412
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-09-17T11:19:21.866972+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1042.4671532846717,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.7399792517374921,
|
|
"queueFactor": 0.9794676661922541,
|
|
"queueWeight": 0.9794676661922541,
|
|
"recentSuccess": 44,
|
|
"recentSuccessRate": 0.32116788321167883,
|
|
"recentTerminal": 137,
|
|
"recentWilsonLowerBound": 0.24877677765461706,
|
|
"running": 8,
|
|
"selectionWeight": 0.724785750730012,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.833333333333332,
|
|
"waiting": 23803
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1341.8095238095239,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1242689897401152,
|
|
"queueFactor": 0.9430741270320078,
|
|
"queueWeight": 0.9430741270320078,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.38095238095238093,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.30086961705731946,
|
|
"running": 9,
|
|
"selectionWeight": 1.0602689960483165,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 28178
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 184.97142857142856,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 5,
|
|
"qualityFactor": 0.18539183617393024,
|
|
"queueFactor": 1.2695030925722963,
|
|
"queueWeight": 1.2695030925722963,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.18285714285714286,
|
|
"recentTerminal": 175,
|
|
"recentWilsonLowerBound": 0.1326079045186423,
|
|
"running": 5,
|
|
"selectionWeight": 0.23535550936046096,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.166666666666668,
|
|
"waiting": 5395
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1273.4166666666667,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.21442287303302054,
|
|
"queueFactor": 0.9505038522375331,
|
|
"queueWeight": 0.9505038522375331,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.2222222222222222,
|
|
"recentTerminal": 72,
|
|
"recentWilsonLowerBound": 0.1416732392052012,
|
|
"running": 7,
|
|
"selectionWeight": 0.2038097668257255,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 12.0,
|
|
"waiting": 15281
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 538.132075471698,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.21300099666483197,
|
|
"queueFactor": 1.0815986310594445,
|
|
"queueWeight": 1.0815986310594445,
|
|
"recentSuccess": 22,
|
|
"recentSuccessRate": 0.20754716981132076,
|
|
"recentTerminal": 106,
|
|
"recentWilsonLowerBound": 0.14124543675119416,
|
|
"running": 7,
|
|
"selectionWeight": 0.23038158640697956,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.666666666666668,
|
|
"waiting": 9507
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 26.704225352112676,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 20,
|
|
"recentSuccessRate": 0.035211267605633804,
|
|
"recentTerminal": 568,
|
|
"recentWilsonLowerBound": 0.022907489419090488,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 94.66666666666667,
|
|
"waiting": 2528
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 76.18934911242603,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.09467455621301775,
|
|
"recentTerminal": 338,
|
|
"recentWilsonLowerBound": 0.06786132503549203,
|
|
"running": 1,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 56.333333333333336,
|
|
"waiting": 4292
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2591.189189189189,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.687762767990034,
|
|
"queueFactor": 0.8544262694293003,
|
|
"queueWeight": 0.8544262694293003,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.3783783783783784,
|
|
"recentTerminal": 37,
|
|
"recentWilsonLowerBound": 0.2406378746389103,
|
|
"running": 3,
|
|
"selectionWeight": 0.5876425761060942,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.166666666666667,
|
|
"waiting": 15979
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 508.6363636363636,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.296227072467048,
|
|
"queueFactor": 1.0907829727264353,
|
|
"queueWeight": 1.0907829727264353,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.22727272727272727,
|
|
"recentTerminal": 132,
|
|
"recentWilsonLowerBound": 0.1640910639205752,
|
|
"running": 8,
|
|
"selectionWeight": 0.3231194467076558,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.0,
|
|
"waiting": 11190
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 754.0434782608695,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.41542525785048645,
|
|
"queueFactor": 1.0282293648366174,
|
|
"queueWeight": 1.0282293648366174,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.2717391304347826,
|
|
"recentTerminal": 92,
|
|
"recentWilsonLowerBound": 0.19135648353357726,
|
|
"running": 4,
|
|
"selectionWeight": 0.4271524490166937,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.333333333333334,
|
|
"waiting": 11562
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2892.705882352941,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8404343974323413,
|
|
"queueWeight": 0.8404343974323413,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.5686274509803921,
|
|
"recentTerminal": 51,
|
|
"recentWilsonLowerBound": 0.4326506123505807,
|
|
"running": 4,
|
|
"selectionWeight": 2.101085993580853,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.5,
|
|
"waiting": 24588
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 5824.875,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.394164364753288,
|
|
"queueFactor": 0.7566699191999438,
|
|
"queueWeight": 0.7566699191999438,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.5625,
|
|
"recentTerminal": 16,
|
|
"recentWilsonLowerBound": 0.3317819560677652,
|
|
"running": 2,
|
|
"selectionWeight": 1.0549222372293112,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 2.6666666666666665,
|
|
"waiting": 15533
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 2164.769230769231,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.11753381971730704,
|
|
"queueFactor": 0.877784120135538,
|
|
"queueWeight": 0.877784120135538,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.20512820512820512,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.10779590197911117,
|
|
"running": 16,
|
|
"selectionWeight": 0.10316932052672531,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 14071
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 773.158878504673,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.4371126937144423,
|
|
"queueFactor": 1.0243754192646097,
|
|
"queueWeight": 1.0243754192646097,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.27102803738317754,
|
|
"recentTerminal": 107,
|
|
"recentWilsonLowerBound": 0.19583435081989597,
|
|
"running": 6,
|
|
"selectionWeight": 0.44776749888961476,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.833333333333332,
|
|
"waiting": 13788
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-17T11:19:21.866972+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-17T11:19:21.866972+00:00",
|
|
"supportedGpus": [
|
|
"Vastai_va16",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_mrv-100",
|
|
"Cambricon_mlu-370-x4",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Ascend_910-b3",
|
|
"Biren_166m",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|