Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-16 13:25:46 +00:00
{
2026-09-16 14:42:24 +00:00
"communityAttemptedAt": "2026-09-16T14:40:24.353761+00:00",
2026-09-16 13:25:46 +00:00
"communityError": null,
"communitySample": {},
2026-09-16 14:42:24 +00:00
"communityUpdatedAt": "2026-09-16T14:40:24.353761+00:00",
2026-09-16 14:39:11 +00:00
"frameworkAttemptedAt": "2026-09-16T14:37:17.574684+00:00",
2026-09-16 13:25:46 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-16 14:39:11 +00:00
"modelCount": 39244,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 18905,
"successRate": 0.4817296911629803,
"wilsonLowerBound": 0.47678805295545296
2026-09-16 13:25:46 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 52176,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 14666,
"successRate": 0.28108708984973935,
"wilsonLowerBound": 0.27724605186388557
2026-09-16 13:25:46 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-16 14:39:11 +00:00
"modelCount": 2451,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 669,
"successRate": 0.2729498164014688,
"wilsonLowerBound": 0.2556790305814017
2026-09-16 13:25:46 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-16 14:39:11 +00:00
"modelCount": 32450,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 14222,
"successRate": 0.4382742681047766,
"wilsonLowerBound": 0.4328832554726047
2026-09-16 13:25:46 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 37235,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 10610,
"successRate": 0.28494695850678126,
"wilsonLowerBound": 0.2803844088456691
2026-09-16 13:25:46 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-16 14:39:11 +00:00
"modelCount": 8254,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3602,
"successRate": 0.43639447540586385,
"wilsonLowerBound": 0.4257273186463678
2026-09-16 13:25:46 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 63886,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 12070,
"successRate": 0.18893028206492815,
"wilsonLowerBound": 0.18591349982583322
2026-09-16 13:25:46 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 16390,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3279,
"successRate": 0.20006101281269068,
"wilsonLowerBound": 0.1940070331487217
2026-09-16 13:25:46 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-16 14:39:11 +00:00
"modelCount": 5748,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 51,
"successRate": 0.008872651356993737,
"wilsonLowerBound": 0.006755067079755657
2026-09-16 13:25:46 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 26104,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3211,
"successRate": 0.12300796812749004,
"wilsonLowerBound": 0.11907890985632662
2026-09-16 13:25:46 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-16 14:39:11 +00:00
"modelCount": 16463,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 1674,
"successRate": 0.10168256089412622,
"wilsonLowerBound": 0.09715830306169429
2026-09-16 13:25:46 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-16 14:39:11 +00:00
"modelCount": 10673,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 4522,
"successRate": 0.42368593647521785,
"wilsonLowerBound": 0.41434018865755295
2026-09-16 13:25:46 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 24113,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3781,
2026-09-16 14:39:11 +00:00
"successRate": 0.156803384066686,
"wilsonLowerBound": 0.15226851594191673
2026-09-16 13:25:46 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8066,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.0674435903793702,
"wilsonLowerBound": 0.0621738174048722
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-16 14:39:11 +00:00
"modelCount": 41865,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 10524,
"successRate": 0.2513794338946614,
"wilsonLowerBound": 0.2472468450875897
2026-09-16 13:25:46 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-16 14:39:11 +00:00
"modelCount": 23169,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3051,
"successRate": 0.13168457853165869,
"wilsonLowerBound": 0.12739136806252052
2026-09-16 13:25:46 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 86586,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-16 14:39:11 +00:00
"successRate": 0.11276649804818331,
"wilsonLowerBound": 0.11067676753074022
2026-09-16 13:25:46 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 39828,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 4891,
"successRate": 0.12280305312845234,
"wilsonLowerBound": 0.1196159765873758
2026-09-16 13:25:46 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 30145,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3355,
"successRate": 0.11129540553989054,
"wilsonLowerBound": 0.10779450966780564
2026-09-16 13:25:46 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-16 14:39:11 +00:00
"modelCount": 88245,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 20831,
"successRate": 0.23605870020964362,
"wilsonLowerBound": 0.23326833779223471
2026-09-16 13:25:46 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-16 14:39:11 +00:00
"modelCount": 5140,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 565,
2026-09-16 14:39:11 +00:00
"successRate": 0.10992217898832685,
"wilsonLowerBound": 0.1016604529148705
2026-09-16 13:25:46 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 112491,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16506,
2026-09-16 14:39:11 +00:00
"successRate": 0.14673173853908314,
"wilsonLowerBound": 0.1446760335022412
2026-09-16 13:25:46 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-16 14:39:11 +00:00
"modelCount": 16508,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3361,
"successRate": 0.20359825539132542,
"wilsonLowerBound": 0.1975248052469664
2026-09-16 13:25:46 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 42778,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 5570,
"successRate": 0.1302071158071906,
"wilsonLowerBound": 0.12705116982567116
2026-09-16 13:25:46 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-16 14:39:11 +00:00
"modelCount": 6520,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 522,
"successRate": 0.08006134969325153,
"wilsonLowerBound": 0.07371839332095627
2026-09-16 13:25:46 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
2026-09-16 14:39:11 +00:00
"modelCount": 200,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
2026-09-16 14:39:11 +00:00
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
2026-09-16 13:25:46 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 30781,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 5428,
"successRate": 0.17634254897501705,
"wilsonLowerBound": 0.17212539494046403
2026-09-16 13:25:46 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 60815,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12386,
2026-09-16 14:39:11 +00:00
"successRate": 0.20366685850530297,
"wilsonLowerBound": 0.2004848244460515
2026-09-16 13:25:46 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 7166,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 2096,
"successRate": 0.29249232486742954,
"wilsonLowerBound": 0.28207302390780453
2026-09-16 13:25:46 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-16 14:39:11 +00:00
"modelCount": 12427,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3229,
"successRate": 0.259837450712159,
"wilsonLowerBound": 0.2522019189385515
2026-09-16 13:25:46 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 60142,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 16433,
"successRate": 0.27323667320674405,
"wilsonLowerBound": 0.269689739664324
2026-09-16 13:25:46 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-16 14:39:11 +00:00
"modelCount": 46374,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 20239,
"successRate": 0.4364298960624488,
"wilsonLowerBound": 0.4319214655935593
2026-09-16 13:25:46 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 36178,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3296,
"successRate": 0.091105091492067,
"wilsonLowerBound": 0.0881830910725132
2026-09-16 13:25:46 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-16 14:39:11 +00:00
"modelCount": 411,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
2026-09-16 14:39:11 +00:00
"wilsonLowerBound": 0.0
2026-09-16 13:25:46 +00:00
}
},
"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": 10018,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 735,
"successRate": 0.07336793771211819,
"wilsonLowerBound": 0.06842393454370647
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 5782,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 2441,
"successRate": 0.42217225873400205,
"wilsonLowerBound": 0.4094970984451363
2026-09-16 13:25:46 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7371,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.031881698548365214,
"wilsonLowerBound": 0.028108410814796363
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 11216,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 3760,
"successRate": 0.33523537803138376,
"wilsonLowerBound": 0.32655643578981447
2026-09-16 13:25:46 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-16 14:39:11 +00:00
"modelCount": 26237,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 13287,
"successRate": 0.5064222281510844,
"wilsonLowerBound": 0.5003720401797029
2026-09-16 13:25:46 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-16 14:39:11 +00:00
"modelCount": 61709,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 6126,
"successRate": 0.09927239138537329,
"wilsonLowerBound": 0.09693792577725639
2026-09-16 13:25:46 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-16 14:39:11 +00:00
"modelCount": 12352,
2026-09-16 13:25:46 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-16 14:39:11 +00:00
"successCount": 1753,
"successRate": 0.14192033678756477,
"wilsonLowerBound": 0.13587739078820216
2026-09-16 13:25:46 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-16 14:55:05 +00:00
"generatedAt": "2026-09-16T14:53:01.118019+00:00",
2026-09-16 13:25:46 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 903.4177215189874,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-16 14:45:32 +00:00
"qualityFactor": 1.0504811185076752,
"queueFactor": 0.9936793101040728,
"queueWeight": 0.9936793101040728,
"recentSuccess": 52,
"recentSuccessRate": 0.3291139240506329,
2026-09-16 14:34:10 +00:00
"recentTerminal": 158,
2026-09-16 14:45:32 +00:00
"recentWilsonLowerBound": 0.26066167404529694,
2026-09-16 13:25:46 +00:00
"running": 8,
2026-09-16 14:45:32 +00:00
"selectionWeight": 1.0438413531160615,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:34:10 +00:00
"throughputPerHour": 26.333333333333332,
2026-09-16 14:45:32 +00:00
"waiting": 23790
2026-09-16 13:25:46 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 1397.9,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-16 14:45:32 +00:00
"qualityFactor": 2.0854397276765977,
"queueFactor": 0.9306965892358804,
"queueWeight": 0.9306965892358804,
"recentSuccess": 53,
"recentSuccessRate": 0.44166666666666665,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.35599597315955417,
2026-09-16 14:21:21 +00:00
"running": 8,
2026-09-16 14:45:32 +00:00
"selectionWeight": 1.9409116416056127,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 20.0,
"waiting": 27958
2026-09-16 13:25:46 +00:00
},
"Biren_166m": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 313.32,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-16 14:45:32 +00:00
"qualityFactor": 0.15409364128429695,
"queueFactor": 1.1647462487013631,
"queueWeight": 1.1647462487013631,
"recentSuccess": 17,
"recentSuccessRate": 0.17,
2026-09-16 14:34:10 +00:00
"recentTerminal": 100,
2026-09-16 14:45:32 +00:00
"recentWilsonLowerBound": 0.10893476059773155,
2026-09-16 13:25:46 +00:00
"running": 7,
2026-09-16 14:45:32 +00:00
"selectionWeight": 0.17947999063461836,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:34:10 +00:00
"throughputPerHour": 16.666666666666668,
2026-09-16 14:45:32 +00:00
"waiting": 5222
2026-09-16 13:25:46 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 1556.9491525423728,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-16 14:45:32 +00:00
"qualityFactor": 1.0520466807393405,
"queueFactor": 0.9157741359363973,
"queueWeight": 0.9157741359363973,
2026-09-16 14:21:21 +00:00
"recentSuccess": 22,
2026-09-16 14:45:32 +00:00
"recentSuccessRate": 0.3728813559322034,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.2608381803258515,
2026-09-16 13:25:46 +00:00
"running": 7,
2026-09-16 14:45:32 +00:00
"selectionWeight": 0.9634371400188244,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 15310
2026-09-16 13:25:46 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 618.4666666666667,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-16 14:45:32 +00:00
"qualityFactor": 0.3056195852634923,
"queueFactor": 1.0517974012564828,
"queueWeight": 1.0517974012564828,
"recentSuccess": 20,
"recentSuccessRate": 0.2222222222222222,
"recentTerminal": 90,
"recentWilsonLowerBound": 0.14871223281666784,
2026-09-16 13:25:46 +00:00
"running": 7,
2026-09-16 14:45:32 +00:00
"selectionWeight": 0.3214498855532253,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 15.0,
"waiting": 9277
2026-09-16 13:25:46 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 52.35451505016722,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-16 14:21:21 +00:00
"recentSuccess": 12,
2026-09-16 14:45:32 +00:00
"recentSuccessRate": 0.04013377926421405,
"recentTerminal": 299,
"recentWilsonLowerBound": 0.0231045994433325,
2026-09-16 13:25:46 +00:00
"running": 24,
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 49.833333333333336,
"waiting": 2609
2026-09-16 13:25:46 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 79.81875,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-16 14:45:32 +00:00
"qualityFactor": 0.18304771727808572,
2026-09-16 13:25:46 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-16 14:45:32 +00:00
"recentSuccess": 49,
"recentSuccessRate": 0.153125,
"recentTerminal": 320,
"recentWilsonLowerBound": 0.11780323325443276,
"running": 2,
"selectionWeight": 0.23796203246151143,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 53.333333333333336,
2026-09-16 14:34:10 +00:00
"waiting": 4257
2026-09-16 13:25:46 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 3187.8,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-16 14:45:32 +00:00
"qualityFactor": 0.9240650384315047,
"queueFactor": 0.8224431317122943,
"queueWeight": 0.8224431317122943,
"recentSuccess": 12,
"recentSuccessRate": 0.4,
"recentTerminal": 30,
"recentWilsonLowerBound": 0.24590394326083398,
2026-09-16 13:25:46 +00:00
"running": 2,
2026-09-16 14:45:32 +00:00
"selectionWeight": 0.7599909441134484,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 5.0,
"waiting": 15939
2026-09-16 13:25:46 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 622.6363636363636,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-16 14:45:32 +00:00
"qualityFactor": 0.1685226218466371,
"queueFactor": 1.0507378235923028,
"queueWeight": 1.0507378235923028,
2026-09-16 14:09:09 +00:00
"recentSuccess": 19,
2026-09-16 14:45:32 +00:00
"recentSuccessRate": 0.17272727272727273,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.11345829455900079,
2026-09-16 14:21:21 +00:00
"running": 8,
2026-09-16 14:45:32 +00:00
"selectionWeight": 0.17707309290520415,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 18.333333333333332,
"waiting": 11415
2026-09-16 13:25:46 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 794.7272727272727,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-16 14:45:32 +00:00
"qualityFactor": 0.6550851194227908,
"queueFactor": 1.0129705527552524,
"queueWeight": 1.0129705527552524,
2026-09-16 14:34:10 +00:00
"recentSuccess": 26,
2026-09-16 14:45:32 +00:00
"recentSuccessRate": 0.29545454545454547,
"recentTerminal": 88,
"recentWilsonLowerBound": 0.2103072371931576,
2026-09-16 13:25:46 +00:00
"running": 4,
2026-09-16 14:45:32 +00:00
"selectionWeight": 0.6635819355234449,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 14.666666666666666,
"waiting": 11656
2026-09-16 13:25:46 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 2468.338983050847,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-16 14:45:32 +00:00
"qualityFactor": 2.468401565161122,
"queueFactor": 0.8546116676173202,
"queueWeight": 0.8546116676173202,
"recentSuccess": 30,
"recentSuccessRate": 0.5084745762711864,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.3843492802145344,
2026-09-16 13:25:46 +00:00
"running": 4,
2026-09-16 14:45:32 +00:00
"selectionWeight": 2.10952477795155,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 24272
2026-09-16 13:25:46 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 4625.099999999999,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-16 14:45:32 +00:00
"qualityFactor": 2.5,
"queueFactor": 0.7777882338843422,
"queueWeight": 0.7777882338843422,
2026-09-16 13:25:46 +00:00
"recentSuccess": 12,
2026-09-16 14:45:32 +00:00
"recentSuccessRate": 0.6,
"recentTerminal": 20,
"recentWilsonLowerBound": 0.38657794231520604,
2026-09-16 13:25:46 +00:00
"running": 2,
2026-09-16 14:45:32 +00:00
"selectionWeight": 1.9444705847108554,
2026-09-16 13:25:46 +00:00
"stale": false,
2026-09-16 13:46:06 +00:00
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 3.3333333333333335,
"waiting": 15417
2026-09-16 13:25:46 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 2791.4,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-16 14:45:32 +00:00
"qualityFactor": 0.2753431635504074,
"queueFactor": 0.8389889229643825,
"queueWeight": 0.8389889229643825,
"recentSuccess": 8,
"recentSuccessRate": 0.26666666666666666,
"recentTerminal": 30,
"recentWilsonLowerBound": 0.14182495553910618,
2026-09-16 13:25:46 +00:00
"running": 16,
2026-09-16 14:45:32 +00:00
"selectionWeight": 0.23100986423276212,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 5.0,
"waiting": 13957
2026-09-16 13:25:46 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-16 14:45:32 +00:00
"backlogHours": 828.6315789473684,
2026-09-16 13:25:46 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-16 14:45:32 +00:00
"qualityFactor": 1.2132368276319,
"queueFactor": 1.0066426248917728,
"queueWeight": 1.0066426248917728,
"recentSuccess": 35,
"recentSuccessRate": 0.3684210526315789,
"recentTerminal": 95,
"recentWilsonLowerBound": 0.2782994396773112,
2026-09-16 14:21:21 +00:00
"running": 6,
2026-09-16 14:45:32 +00:00
"selectionWeight": 1.2212959047827432,
2026-09-16 13:25:46 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 14:45:32 +00:00
"throughputPerHour": 15.833333333333334,
"waiting": 13120
2026-09-16 13:25:46 +00:00
}
},
2026-09-16 14:45:32 +00:00
"queueAttemptedAt": "2026-09-16T14:43:39.591797+00:00",
2026-09-16 13:25:46 +00:00
"queueError": null,
2026-09-16 14:45:32 +00:00
"queueUpdatedAt": "2026-09-16T14:43:39.591797+00:00",
2026-09-16 13:25:46 +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
}