Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-01 00:45:11 +00:00
{
2026-10-01 03:30:31 +00:00
"communityAttemptedAt": "2026-10-01T03:27:45.864221+00:00",
2026-10-01 00:45:11 +00:00
"communityError": null,
"communitySample": {},
2026-10-01 03:30:31 +00:00
"communityUpdatedAt": "2026-10-01T03:27:45.864221+00:00",
2026-10-01 02:09:06 +00:00
"frameworkAttemptedAt": "2026-10-01T02:08:52.569292+00:00",
2026-10-01 00:45:11 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 02:09:06 +00:00
"modelCount": 40388,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 19666,
"successRate": 0.4869268099435476,
"wilsonLowerBound": 0.4820535455907323
2026-10-01 00:45:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 54057,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 14990,
"successRate": 0.27729988715615,
"wilsonLowerBound": 0.2735419687157209
2026-10-01 00:45:11 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 0,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 02:09:06 +00:00
"modelCount": 3317,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 940,
"successRate": 0.2833886041603859,
"wilsonLowerBound": 0.26830985724967893
2026-10-01 00:45:11 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 02:09:06 +00:00
"modelCount": 34905,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 15986,
"successRate": 0.4579859618965764,
"wilsonLowerBound": 0.45276397807114516
2026-10-01 00:45:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 38736,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 10860,
"successRate": 0.28035935563816605,
"wilsonLowerBound": 0.2759081487644032
2026-10-01 00:45:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 02:09:06 +00:00
"modelCount": 10950,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 4583,
"successRate": 0.4185388127853881,
"wilsonLowerBound": 0.4093288459062975
2026-10-01 00:45:11 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64144,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12093,
"successRate": 0.18852893489648292,
"wilsonLowerBound": 0.18552068265502691
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 24324,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 4997,
"successRate": 0.2054349613550403,
"wilsonLowerBound": 0.20040427436815803
2026-10-01 00:45:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 02:09:06 +00:00
"modelCount": 7120,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 82,
2026-10-01 02:09:06 +00:00
"successRate": 0.011516853932584269,
"wilsonLowerBound": 0.009288599525007681
2026-10-01 00:45:11 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26481,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3256,
"successRate": 0.12295608171896831,
"wilsonLowerBound": 0.119055424674239
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16492,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.1016250303177298,
"wilsonLowerBound": 0.09710584128729235
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-01 02:09:06 +00:00
"modelCount": 13395,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 5473,
"successRate": 0.4085852930197835,
"wilsonLowerBound": 0.40028788690818456
2026-10-01 00:45:11 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 24491,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3797,
2026-10-01 02:09:06 +00:00
"successRate": 0.15503654403658487,
"wilsonLowerBound": 0.15055764599820173
2026-10-01 00:45:11 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-01 02:09:06 +00:00
"modelCount": 47604,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 11853,
"successRate": 0.24899168137131333,
"wilsonLowerBound": 0.24512741445247757
2026-10-01 00:45:11 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-01 02:09:06 +00:00
"modelCount": 23601,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3100,
2026-10-01 02:09:06 +00:00
"successRate": 0.13135036650989365,
"wilsonLowerBound": 0.12710077657717714
2026-10-01 00:45:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 86823,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-01 02:09:06 +00:00
"successRate": 0.11250475104522994,
"wilsonLowerBound": 0.11041999593565358
2026-10-01 00:45:11 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 43439,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 5293,
"successRate": 0.12184902967379543,
"wilsonLowerBound": 0.11880624304573173
2026-10-01 00:45:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 39602,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 3559,
"successRate": 0.089869198525327,
"wilsonLowerBound": 0.08709204271392837
2026-10-01 00:45:11 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 02:09:06 +00:00
"modelCount": 90675,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 22164,
"successRate": 0.24443341604631927,
"wilsonLowerBound": 0.2416470464275076
2026-10-01 00:45:11 +00:00
},
"transformers": {
"framework": "transformers",
2026-10-01 02:09:06 +00:00
"modelCount": 5421,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
2026-10-01 02:09:06 +00:00
"successRate": 0.10699133001291275,
"wilsonLowerBound": 0.09903938729663994
2026-10-01 00:45:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 112760,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16526,
2026-10-01 02:09:06 +00:00
"successRate": 0.1465590634976942,
"wilsonLowerBound": 0.1445068101472657
2026-10-01 00:45:11 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-01 02:09:06 +00:00
"modelCount": 20711,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 3732,
"successRate": 0.18019409975375406,
"wilsonLowerBound": 0.17501898370059668
2026-10-01 00:45:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 43305,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5635,
2026-10-01 02:09:06 +00:00
"successRate": 0.13012354231612977,
"wilsonLowerBound": 0.12698752962984056
2026-10-01 00:45:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 02:09:06 +00:00
"modelCount": 7459,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 663,
"successRate": 0.08888590963936184,
"wilsonLowerBound": 0.08263742557686235
2026-10-01 00:45:11 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 32721,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 6218,
"successRate": 0.19003086702729136,
"wilsonLowerBound": 0.18581636803237603
2026-10-01 00:45:11 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 61314,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 12406,
"successRate": 0.20233551880484066,
"wilsonLowerBound": 0.19917424688395857
2026-10-01 00:45:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 11467,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 3371,
"successRate": 0.29397401238336096,
"wilsonLowerBound": 0.28570546720557083
2026-10-01 00:45:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 02:09:06 +00:00
"modelCount": 14484,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 3625,
"successRate": 0.25027616680475007,
"wilsonLowerBound": 0.24328841104487942
2026-10-01 00:45:11 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 64806,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 17782,
"successRate": 0.27438817393451226,
"wilsonLowerBound": 0.2709661752124722
2026-10-01 00:45:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 02:09:06 +00:00
"modelCount": 383,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 240,
"successRate": 0.6266318537859008,
"wilsonLowerBound": 0.5771559906660856
2026-10-01 00:45:11 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 02:09:06 +00:00
"modelCount": 47506,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 21045,
"successRate": 0.44299667410432364,
"wilsonLowerBound": 0.43853451284741574
2026-10-01 00:45:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 38123,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 4128,
"successRate": 0.10828109015554914,
"wilsonLowerBound": 0.1052011975318565
2026-10-01 00:45:11 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 02:09:06 +00:00
"modelCount": 817,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6283,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030558650326277255,
"wilsonLowerBound": 0.02658115788279188
},
"vllm": {
"framework": "vllm",
"modelCount": 10050,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 748,
"successRate": 0.07442786069651741,
"wilsonLowerBound": 0.06945735804096988
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 6609,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 2866,
"successRate": 0.43365108185807233,
"wilsonLowerBound": 0.4217448907338436
2026-10-01 00:45:11 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 7400,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 243,
"successRate": 0.032837837837837835,
"wilsonLowerBound": 0.02901357764943315
2026-10-01 00:45:11 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 14874,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 4784,
"successRate": 0.32163506790372465,
"wilsonLowerBound": 0.3141751387556192
2026-10-01 00:45:11 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 02:09:06 +00:00
"modelCount": 27408,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 13978,
"successRate": 0.5099970811441915,
"wilsonLowerBound": 0.5040777455951545
2026-10-01 00:45:11 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 02:09:06 +00:00
"modelCount": 64810,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 6768,
"successRate": 0.10442832896158,
"wilsonLowerBound": 0.10209725133426692
2026-10-01 00:45:11 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-01 02:09:06 +00:00
"modelCount": 13084,
2026-10-01 00:45:11 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 02:09:06 +00:00
"successCount": 2032,
"successRate": 0.1553041883216142,
"wilsonLowerBound": 0.1491992254616591
2026-10-01 00:45:11 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-01 03:37:39 +00:00
"generatedAt": "2026-10-01T03:37:38.773357+00:00",
2026-10-01 00:45:11 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 1046.4,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 03:34:12 +00:00
"qualityFactor": 1.9968040465730528,
"queueFactor": 0.9601236838124384,
"queueWeight": 0.9601236838124384,
"recentSuccess": 50,
"recentSuccessRate": 0.3225806451612903,
"recentTerminal": 155,
"recentWilsonLowerBound": 0.25404712195258156,
2026-10-01 03:13:29 +00:00
"running": 8,
2026-10-01 03:34:12 +00:00
"selectionWeight": 1.9171788570473032,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 25.833333333333332,
"waiting": 27032
2026-10-01 00:45:11 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 1165.88,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 02:12:01 +00:00
"qualityFactor": 2.5,
2026-10-01 03:34:12 +00:00
"queueFactor": 0.9446779197364849,
"queueWeight": 0.9446779197364849,
"recentSuccess": 53,
"recentSuccessRate": 0.35333333333333333,
"recentTerminal": 150,
"recentWilsonLowerBound": 0.28137142404545956,
"running": 9,
"selectionWeight": 2.3616947993412123,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 25.0,
"waiting": 29147
2026-10-01 00:45:11 +00:00
},
"Biren_166m": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 107.23684210526316,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 03:34:12 +00:00
"qualityFactor": 0.4398844630478543,
2026-10-01 00:45:11 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-01 03:34:12 +00:00
"recentSuccess": 39,
"recentSuccessRate": 0.17105263157894737,
"recentTerminal": 228,
"recentWilsonLowerBound": 0.12772601383586646,
2026-10-01 03:24:28 +00:00
"running": 9,
2026-10-01 03:34:12 +00:00
"selectionWeight": 0.5718498019622106,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 38.0,
"waiting": 4075
2026-10-01 00:45:11 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 1061.655172413793,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-01 03:34:12 +00:00
"qualityFactor": 0.24750523258342577,
"queueFactor": 0.9580414963833186,
"queueWeight": 0.9580414963833186,
"recentSuccess": 14,
"recentSuccessRate": 0.16091954022988506,
"recentTerminal": 87,
"recentWilsonLowerBound": 0.09834554809488497,
"running": 8,
"selectionWeight": 0.23712028338692653,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 14.5,
"waiting": 15394
2026-10-01 00:45:11 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 422.49600000000004,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-01 03:34:12 +00:00
"qualityFactor": 0.5910772674618175,
"queueFactor": 1.100039936106301,
"queueWeight": 1.100039936106301,
"recentSuccess": 26,
"recentSuccessRate": 0.208,
"recentTerminal": 125,
"recentWilsonLowerBound": 0.14608314206747489,
"running": 9,
"selectionWeight": 0.6502085995325847,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 20.833333333333332,
"waiting": 8802
2026-10-01 00:45:11 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 40.75728155339806,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-01 02:01:44 +00:00
"recentSuccess": 7,
2026-10-01 03:34:12 +00:00
"recentSuccessRate": 0.022653721682847898,
"recentTerminal": 309,
"recentWilsonLowerBound": 0.011015727843077978,
"running": 27,
2026-10-01 00:45:11 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 51.5,
"waiting": 2099
2026-10-01 00:45:11 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 160.96875,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-01 03:34:12 +00:00
"qualityFactor": 0.6057995092563738,
"queueFactor": 1.2713660401592808,
"queueWeight": 1.2713660401592808,
2026-10-01 03:24:28 +00:00
"recentSuccess": 38,
2026-10-01 03:34:12 +00:00
"recentSuccessRate": 0.19791666666666666,
"recentTerminal": 192,
"recentWilsonLowerBound": 0.14772594103731718,
"running": 3,
"selectionWeight": 0.7701929232137116,
2026-10-01 00:45:11 +00:00
"stale": false,
2026-10-01 03:34:12 +00:00
"submissionEligible": false,
"throughputPerHour": 32.0,
"waiting": 5151
2026-10-01 00:45:11 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-01 03:24:28 +00:00
"backlogHours": 2007.5744680851064,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-01 03:34:12 +00:00
"qualityFactor": 1.0117495344522904,
"queueFactor": 0.8707251581325495,
"queueWeight": 0.8707251581325495,
2026-10-01 03:24:28 +00:00
"recentSuccess": 14,
"recentSuccessRate": 0.2978723404255319,
"recentTerminal": 47,
"recentWilsonLowerBound": 0.18651084151016264,
2026-10-01 01:27:00 +00:00
"running": 2,
2026-10-01 03:34:12 +00:00
"selectionWeight": 0.8809557733765039,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 03:24:28 +00:00
"throughputPerHour": 7.833333333333333,
2026-10-01 03:13:29 +00:00
"waiting": 15726
2026-10-01 00:45:11 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 276.2962962962963,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 03:34:12 +00:00
"qualityFactor": 0.6662756284232803,
"queueFactor": 1.1723993876056649,
"queueWeight": 1.1723993876056649,
"recentSuccess": 34,
"recentSuccessRate": 0.20987654320987653,
"recentTerminal": 162,
"recentWilsonLowerBound": 0.15425557210629545,
"running": 11,
"selectionWeight": 0.7811411387400333,
2026-10-01 00:45:11 +00:00
"stale": false,
2026-10-01 03:34:12 +00:00
"submissionEligible": true,
"throughputPerHour": 27.0,
"waiting": 7460
2026-10-01 00:45:11 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 529.2100840336135,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-01 03:34:12 +00:00
"qualityFactor": 1.3445361586058517,
"queueFactor": 1.0635003220680292,
"queueWeight": 1.0635003220680292,
2026-10-01 03:24:28 +00:00
"recentSuccess": 34,
2026-10-01 03:34:12 +00:00
"recentSuccessRate": 0.2857142857142857,
"recentTerminal": 119,
"recentWilsonLowerBound": 0.2122463378919113,
"running": 5,
"selectionWeight": 1.4299146377094343,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 19.833333333333332,
"waiting": 10496
2026-10-01 00:45:11 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 1534.7441860465115,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-01 03:34:12 +00:00
"qualityFactor": 1.5378675858958901,
"queueFactor": 0.9065180228173665,
"queueWeight": 0.9065180228173665,
"recentSuccess": 27,
"recentSuccessRate": 0.313953488372093,
"recentTerminal": 86,
"recentWilsonLowerBound": 0.22561154650050072,
2026-10-01 03:13:29 +00:00
"running": 4,
2026-10-01 03:34:12 +00:00
"selectionWeight": 1.394104683321259,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 14.333333333333334,
"waiting": 21998
2026-10-01 00:45:11 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 785.0697674418604,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-01 03:34:12 +00:00
"qualityFactor": 0.06622941674273891,
"queueFactor": 1.0024104937374438,
"queueWeight": 1.0024104937374438,
2026-10-01 03:24:28 +00:00
"recentSuccess": 12,
2026-10-01 03:34:12 +00:00
"recentSuccessRate": 0.09302325581395349,
"recentTerminal": 129,
"recentWilsonLowerBound": 0.05401473201273655,
2026-10-01 03:13:29 +00:00
"running": 2,
2026-10-01 03:34:12 +00:00
"selectionWeight": 0.06638906233703185,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 21.5,
"waiting": 16879
2026-10-01 00:45:11 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 838.0909090909091,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-01 03:24:28 +00:00
"qualityFactor": 0.05,
2026-10-01 03:34:12 +00:00
"queueFactor": 0.9926317743489896,
"queueWeight": 0.9926317743489896,
2026-10-01 03:24:28 +00:00
"recentSuccess": 9,
2026-10-01 03:34:12 +00:00
"recentSuccessRate": 0.08181818181818182,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.043640151354317286,
2026-10-01 03:24:28 +00:00
"running": 16,
2026-10-01 03:34:12 +00:00
"selectionWeight": 0.049631588717449486,
2026-10-01 00:45:11 +00:00
"stale": false,
"submissionEligible": false,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 18.333333333333332,
"waiting": 15365
2026-10-01 00:45:11 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-01 03:34:12 +00:00
"backlogHours": 810.4748201438848,
2026-10-01 00:45:11 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-01 03:34:12 +00:00
"qualityFactor": 0.7400679017596001,
"queueFactor": 0.9976332457366379,
"queueWeight": 0.9976332457366379,
2026-10-01 03:24:28 +00:00
"recentSuccess": 31,
2026-10-01 03:34:12 +00:00
"recentSuccessRate": 0.22302158273381295,
"recentTerminal": 139,
"recentWilsonLowerBound": 0.1617991188344597,
2026-10-01 03:13:29 +00:00
"running": 6,
2026-10-01 03:34:12 +00:00
"selectionWeight": 0.7383163428979331,
2026-10-01 00:45:11 +00:00
"stale": false,
2026-10-01 03:24:28 +00:00
"submissionEligible": true,
2026-10-01 03:34:12 +00:00
"throughputPerHour": 23.166666666666668,
"waiting": 18776
2026-10-01 00:45:11 +00:00
}
},
2026-10-01 03:34:12 +00:00
"queueAttemptedAt": "2026-10-01T03:33:54.875339+00:00",
2026-10-01 00:45:11 +00:00
"queueError": null,
2026-10-01 03:34:12 +00:00
"queueUpdatedAt": "2026-10-01T03:33:54.875339+00:00",
2026-10-01 00:45:11 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Biren_166m",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}