755 lines
24 KiB
JSON
755 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-17T11:24:55.465166+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-17T11:24:55.465166+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": "2026-09-17T11:30:03.833315+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1042.2481751824819,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.5880702129455344,
|
|
"queueFactor": 0.9789004642223994,
|
|
"queueWeight": 0.9789004642223994,
|
|
"recentSuccess": 41,
|
|
"recentSuccessRate": 0.29927007299270075,
|
|
"recentTerminal": 137,
|
|
"recentWilsonLowerBound": 0.22891666332550556,
|
|
"running": 8,
|
|
"selectionWeight": 0.575662204447749,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 22.833333333333332,
|
|
"waiting": 23798
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1363.2096774193546,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.1134775234707242,
|
|
"queueFactor": 0.9402639964478581,
|
|
"queueWeight": 0.9402639964478581,
|
|
"recentSuccess": 48,
|
|
"recentSuccessRate": 0.3870967741935484,
|
|
"recentTerminal": 124,
|
|
"recentWilsonLowerBound": 0.30598572598172064,
|
|
"running": 8,
|
|
"selectionWeight": 1.0469628261734467,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.666666666666668,
|
|
"waiting": 28173
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 183.8181818181818,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 5,
|
|
"qualityFactor": 0.23738941810043004,
|
|
"queueFactor": 1.2699187516988142,
|
|
"queueWeight": 1.2699187516988142,
|
|
"recentSuccess": 36,
|
|
"recentSuccessRate": 0.20454545454545456,
|
|
"recentTerminal": 176,
|
|
"recentWilsonLowerBound": 0.1515657672943556,
|
|
"running": 5,
|
|
"selectionWeight": 0.30146527350060603,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 29.333333333333332,
|
|
"waiting": 5392
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1291.3521126760563,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.1763876639582068,
|
|
"queueFactor": 0.9479326986165209,
|
|
"queueWeight": 0.9479326986165209,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.2112676056338028,
|
|
"recentTerminal": 71,
|
|
"recentWilsonLowerBound": 0.132424357246423,
|
|
"running": 7,
|
|
"selectionWeight": 0.167203634298567,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.833333333333334,
|
|
"waiting": 15281
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 495.9130434782608,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.21354058240122278,
|
|
"queueFactor": 1.094267186364235,
|
|
"queueWeight": 1.094267186364235,
|
|
"recentSuccess": 24,
|
|
"recentSuccessRate": 0.20869565217391303,
|
|
"recentTerminal": 115,
|
|
"recentWilsonLowerBound": 0.14444439637630882,
|
|
"running": 7,
|
|
"selectionWeight": 0.23367045227876615,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.166666666666668,
|
|
"waiting": 9505
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 26.13103448275862,
|
|
"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": 0.034482758620689655,
|
|
"recentTerminal": 580,
|
|
"recentWilsonLowerBound": 0.02243122688413289,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 96.66666666666667,
|
|
"waiting": 2526
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 71.36842105263158,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 33,
|
|
"recentSuccessRate": 0.09141274238227147,
|
|
"recentTerminal": 361,
|
|
"recentWilsonLowerBound": 0.06583098497847169,
|
|
"running": 0,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 60.166666666666664,
|
|
"waiting": 4294
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2458.3076923076924,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 0.7070307207825427,
|
|
"queueFactor": 0.860674171117998,
|
|
"queueWeight": 0.860674171117998,
|
|
"recentSuccess": 15,
|
|
"recentSuccessRate": 0.38461538461538464,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.24891162547007062,
|
|
"running": 2,
|
|
"selectionWeight": 0.6085230795644756,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 15979
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 512.4732824427481,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.2876274919940992,
|
|
"queueFactor": 1.088888777153119,
|
|
"queueWeight": 1.088888777153119,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.22900763358778625,
|
|
"recentTerminal": 131,
|
|
"recentWilsonLowerBound": 0.16538500851400117,
|
|
"running": 8,
|
|
"selectionWeight": 0.3131943480330732,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.833333333333332,
|
|
"waiting": 11189
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 738.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.377378445555694,
|
|
"queueFactor": 1.0309218672608127,
|
|
"queueWeight": 1.0309218672608127,
|
|
"recentSuccess": 25,
|
|
"recentSuccessRate": 0.26595744680851063,
|
|
"recentTerminal": 94,
|
|
"recentWilsonLowerBound": 0.1871148582279006,
|
|
"running": 4,
|
|
"selectionWeight": 0.389047691756259,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 15.666666666666666,
|
|
"waiting": 11562
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 2837.3076923076924,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.8423609789855001,
|
|
"queueWeight": 0.8423609789855001,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.5769230769230769,
|
|
"recentTerminal": 52,
|
|
"recentWilsonLowerBound": 0.44194084979431497,
|
|
"running": 4,
|
|
"selectionWeight": 2.1059024474637504,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 8.666666666666666,
|
|
"waiting": 24590
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 5481.882352941177,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.1428530452893577,
|
|
"queueFactor": 0.7631233624230155,
|
|
"queueWeight": 0.7631233624230155,
|
|
"recentSuccess": 9,
|
|
"recentSuccessRate": 0.5294117647058824,
|
|
"recentTerminal": 17,
|
|
"recentWilsonLowerBound": 0.3096289731154949,
|
|
"running": 2,
|
|
"selectionWeight": 0.8721378586765974,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 2.8333333333333335,
|
|
"waiting": 15532
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 2165.076923076923,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.1121666729855062,
|
|
"queueFactor": 0.8772294562785976,
|
|
"queueWeight": 0.8772294562785976,
|
|
"recentSuccess": 8,
|
|
"recentSuccessRate": 0.20512820512820512,
|
|
"recentTerminal": 39,
|
|
"recentWilsonLowerBound": 0.10779590197911117,
|
|
"running": 16,
|
|
"selectionWeight": 0.09839590955565487,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.5,
|
|
"waiting": 14073
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 766.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 0.40836232047161725,
|
|
"queueFactor": 1.025179446414271,
|
|
"queueWeight": 1.025179446414271,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.26851851851851855,
|
|
"recentTerminal": 108,
|
|
"recentWilsonLowerBound": 0.19394781819614243,
|
|
"running": 6,
|
|
"selectionWeight": 0.41864465763753966,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 18.0,
|
|
"waiting": 13788
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-17T11:30:03.833315+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-17T11:30:03.833315+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
|
|
}
|