Files
submmit/.modelhub_state/market_intelligence.json

791 lines
25 KiB
JSON
Raw Normal View History

2026-10-22 20:14:14 +00:00
{
2026-10-22 21:43:51 +00:00
"communityAttemptedAt": "2026-10-22T21:43:49.760751+00:00",
2026-10-22 20:14:14 +00:00
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
2026-10-22 21:16:36 +00:00
"frameworkAttemptedAt": "2026-10-22T21:16:34.162168+00:00",
2026-10-22 20:14:14 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 21:16:36 +00:00
"modelCount": 43920,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 22132,
"successRate": 0.5039162112932605,
"wilsonLowerBound": 0.4992399969650459
2026-10-22 20:14:14 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 58519,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 15603,
"successRate": 0.2666313505015465,
"wilsonLowerBound": 0.2630639391729495
2026-10-22 20:14:14 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 1,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 1,
"successRate": 1.0,
"wilsonLowerBound": 0.20654329147389294
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 21:16:36 +00:00
"modelCount": 5564,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 1792,
"successRate": 0.32207045291157443,
"wilsonLowerBound": 0.3099187664129495
2026-10-22 20:14:14 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 21:16:36 +00:00
"modelCount": 38971,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 18717,
"successRate": 0.48028020836006263,
"wilsonLowerBound": 0.47532198963644784
2026-10-22 20:14:14 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 40845,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 11184,
"successRate": 0.2738156445097319,
"wilsonLowerBound": 0.26951253410240456
2026-10-22 20:14:14 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 21:16:36 +00:00
"modelCount": 14575,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 6007,
"successRate": 0.41214408233276156,
"wilsonLowerBound": 0.404177056426847
2026-10-22 20:14:14 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 64307,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12099,
2026-10-22 21:16:36 +00:00
"successRate": 0.18814436997527487,
"wilsonLowerBound": 0.18514230103244683
2026-10-22 20:14:14 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 36421,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 7644,
"successRate": 0.20987891600999423,
"wilsonLowerBound": 0.2057273593848984
2026-10-22 20:14:14 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 21:16:36 +00:00
"modelCount": 8449,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 117,
2026-10-22 21:16:36 +00:00
"successRate": 0.013847792638182033,
"wilsonLowerBound": 0.011567710061743125
2026-10-22 20:14:14 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26813,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3293,
"successRate": 0.12281356058628277,
"wilsonLowerBound": 0.11893877089459196
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16525,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10142208774583963,
"wilsonLowerBound": 0.09691144896995606
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-22 21:16:36 +00:00
"modelCount": 17896,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 6876,
"successRate": 0.3842199374161824,
"wilsonLowerBound": 0.3771189324063868
2026-10-22 20:14:14 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 24845,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
2026-10-22 21:16:36 +00:00
"successRate": 0.15339102435097604,
"wilsonLowerBound": 0.14896360434012607
2026-10-22 20:14:14 +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",
2026-10-22 21:16:36 +00:00
"modelCount": 56270,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 14114,
"successRate": 0.2508263728452106,
"wilsonLowerBound": 0.24726171332804917
2026-10-22 20:14:14 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-22 21:16:36 +00:00
"modelCount": 25742,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 3326,
"successRate": 0.12920518996192992,
"wilsonLowerBound": 0.125162818567416
2026-10-22 20:14:14 +00:00
},
"vllm": {
"framework": "vllm",
"modelCount": 87132,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9774,
"successRate": 0.11217463159344443,
"wilsonLowerBound": 0.11009625130917604
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 50356,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 5767,
"successRate": 0.11452458495511955,
"wilsonLowerBound": 0.11177251120538105
2026-10-22 20:14:14 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 52848,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 3868,
"successRate": 0.07319103844989404,
"wilsonLowerBound": 0.07100134845779771
2026-10-22 20:14:14 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 21:16:36 +00:00
"modelCount": 95269,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 24082,
"successRate": 0.2527789732231891,
"wilsonLowerBound": 0.25002919411801594
2026-10-22 20:14:14 +00:00
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
2026-10-22 21:16:36 +00:00
"modelCount": 156,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
2026-10-22 21:16:36 +00:00
"modelCount": 5718,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 591,
2026-10-22 21:16:36 +00:00
"successRate": 0.10335781741867786,
"wilsonLowerBound": 0.09573158051257669
2026-10-22 20:14:14 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 112943,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16542,
2026-10-22 21:16:36 +00:00
"successRate": 0.1464632602286109,
"wilsonLowerBound": 0.14441322217359268
2026-10-22 20:14:14 +00:00
},
"vllm-0.17.0": {
"framework": "vllm-0.17.0",
2026-10-22 21:16:36 +00:00
"modelCount": 334,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1,
2026-10-22 21:16:36 +00:00
"successRate": 0.0029940119760479044,
"wilsonLowerBound": 0.0005286986847552426
2026-10-22 20:14:14 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-22 21:16:36 +00:00
"modelCount": 26344,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 4241,
"successRate": 0.16098542362587306,
"wilsonLowerBound": 0.15659684056859108
2026-10-22 20:14:14 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 44649,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 5810,
"successRate": 0.13012609464937624,
"wilsonLowerBound": 0.12703712656592575
2026-10-22 20:14:14 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 21:16:36 +00:00
"modelCount": 8565,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 840,
2026-10-22 21:16:36 +00:00
"successRate": 0.09807355516637478,
"wilsonLowerBound": 0.09195383894812321
2026-10-22 20:14:14 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 35958,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 7266,
"successRate": 0.20206908059402637,
"wilsonLowerBound": 0.19795059761263814
2026-10-22 20:14:14 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 61584,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
2026-10-22 21:16:36 +00:00
"successRate": 0.20185437776045725,
"wilsonLowerBound": 0.19870285119276418
2026-10-22 20:14:14 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 19139,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 5435,
"successRate": 0.2839751293171012,
"wilsonLowerBound": 0.27763044944991894
2026-10-22 20:14:14 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 21:16:36 +00:00
"modelCount": 16424,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 3967,
"successRate": 0.24153677545056015,
"wilsonLowerBound": 0.2350517102042789
2026-10-22 20:14:14 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 70054,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 19241,
"successRate": 0.27465954834841694,
"wilsonLowerBound": 0.2713666950377904
2026-10-22 20:14:14 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 21:16:36 +00:00
"modelCount": 1892,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 1091,
"successRate": 0.5766384778012685,
"wilsonLowerBound": 0.5542412189405036
2026-10-22 20:14:14 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 21:16:36 +00:00
"modelCount": 48700,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 21766,
"successRate": 0.4469404517453799,
"wilsonLowerBound": 0.4425290805093777
2026-10-22 20:14:14 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 41509,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 5316,
"successRate": 0.12806861162639427,
"wilsonLowerBound": 0.12488824290948145
2026-10-22 20:14:14 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-22 21:16:36 +00:00
"modelCount": 1284,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6289,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03052949594530132,
"wilsonLowerBound": 0.026555749965692398
},
"vllm": {
"framework": "vllm",
"modelCount": 10116,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 766,
"successRate": 0.07572162910241202,
"wilsonLowerBound": 0.07072574472839398
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 7947,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 3496,
"successRate": 0.43991443311941614,
"wilsonLowerBound": 0.42903251991423963
2026-10-22 20:14:14 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 7441,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 245,
2026-10-22 21:16:36 +00:00
"successRate": 0.03292568203198495,
"wilsonLowerBound": 0.02910607955810595
2026-10-22 20:14:14 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 20357,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 5768,
"successRate": 0.28334233924448593,
"wilsonLowerBound": 0.27719337920801895
2026-10-22 20:14:14 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-22 21:16:36 +00:00
"modelCount": 29269,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 15006,
"successRate": 0.5126926099285934,
"wilsonLowerBound": 0.5069649134739714
2026-10-22 20:14:14 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-22 21:16:36 +00:00
"modelCount": 68769,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 7460,
"successRate": 0.1084791112274426,
"wilsonLowerBound": 0.10617660930885846
2026-10-22 20:14:14 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-22 21:16:36 +00:00
"modelCount": 14471,
2026-10-22 20:14:14 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-22 21:16:36 +00:00
"successCount": 2616,
"successRate": 0.18077534379103033,
"wilsonLowerBound": 0.17459017554916595
2026-10-22 20:14:14 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-22 21:45:31 +00:00
"generatedAt": "2026-10-22T21:45:30.463414+00:00",
2026-10-22 20:14:14 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 2150.6153846153848,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.6589832872784301,
"queueFactor": 0.8918209974914463,
"queueWeight": 0.8918209974914463,
"recentSuccess": 21,
"recentSuccessRate": 0.2692307692307692,
"recentTerminal": 78,
"recentWilsonLowerBound": 0.18335480551618466,
"running": 8,
"selectionWeight": 0.5876951325908418,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 13.0,
2026-10-22 21:28:35 +00:00
"waiting": 27958
2026-10-22 20:14:14 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 1249.7692307692307,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
2026-10-22 21:38:46 +00:00
"queueFactor": 0.9674702771491636,
"queueWeight": 0.9674702771491636,
"recentSuccess": 64,
"recentSuccessRate": 0.41025641025641024,
2026-10-22 21:28:35 +00:00
"recentTerminal": 156,
2026-10-22 21:38:46 +00:00
"recentWilsonLowerBound": 0.3361274160515165,
"running": 9,
"selectionWeight": 2.4186756928729087,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:28:35 +00:00
"throughputPerHour": 26.0,
2026-10-22 21:38:46 +00:00
"waiting": 32494
2026-10-22 20:14:14 +00:00
},
"Biren_166m": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 172.9325153374233,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.26700673251976137,
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 28,
"recentSuccessRate": 0.17177914110429449,
"recentTerminal": 163,
"recentWilsonLowerBound": 0.12160470906368633,
"running": 9,
"selectionWeight": 0.34710875227568977,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 27.166666666666668,
"waiting": 4698
2026-10-22 20:14:14 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 1296.5714285714287,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.7991141397217512,
"queueFactor": 0.9621496773201286,
"queueWeight": 0.9621496773201286,
2026-10-22 21:18:23 +00:00
"recentSuccess": 24,
2026-10-22 21:38:46 +00:00
"recentSuccessRate": 0.2857142857142857,
"recentTerminal": 84,
"recentWilsonLowerBound": 0.20014898610655452,
2026-10-22 21:28:35 +00:00
"running": 7,
2026-10-22 21:38:46 +00:00
"selectionWeight": 0.768867411675235,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 14.0,
"waiting": 18152
2026-10-22 20:14:14 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 336.2823529411765,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.12793148751991323,
"queueFactor": 1.178030389406329,
"queueWeight": 1.178030389406329,
2026-10-22 21:28:35 +00:00
"recentSuccess": 22,
2026-10-22 21:38:46 +00:00
"recentSuccessRate": 0.12941176470588237,
"recentTerminal": 170,
"recentWilsonLowerBound": 0.0870367716164012,
2026-10-22 20:56:58 +00:00
"running": 7,
2026-10-22 21:38:46 +00:00
"selectionWeight": 0.1507071800604143,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 28.333333333333332,
"waiting": 9528
2026-10-22 20:14:14 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 43.91853360488798,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.31475530995609396,
2026-10-22 20:14:14 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-22 21:28:35 +00:00
"recentSuccess": 79,
2026-10-22 21:38:46 +00:00
"recentSuccessRate": 0.16089613034623218,
"recentTerminal": 491,
"recentWilsonLowerBound": 0.13104729279508406,
"running": 24,
"selectionWeight": 0.40918190294292217,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 81.83333333333333,
2026-10-22 21:28:35 +00:00
"waiting": 3594
2026-10-22 20:14:14 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 189.12,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.369032602862886,
"queueFactor": 1.284255655001035,
"queueWeight": 1.284255655001035,
2026-10-22 21:18:23 +00:00
"recentSuccess": 46,
2026-10-22 21:38:46 +00:00
"recentSuccessRate": 0.184,
"recentTerminal": 250,
"recentWilsonLowerBound": 0.14087481495903226,
"running": 2,
"selectionWeight": 0.47393220710641243,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 41.666666666666664,
"waiting": 7880
2026-10-22 20:14:14 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-22 21:28:35 +00:00
"backlogHours": 3225.8,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.37453050042647007,
"queueFactor": 0.8392019609314385,
"queueWeight": 0.8392019609314385,
2026-10-22 21:28:35 +00:00
"recentSuccess": 8,
"recentSuccessRate": 0.26666666666666666,
"recentTerminal": 30,
"recentWilsonLowerBound": 0.14182495553910618,
"running": 2,
2026-10-22 21:38:46 +00:00
"selectionWeight": 0.3143067303865266,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:28:35 +00:00
"throughputPerHour": 5.0,
"waiting": 16129
2026-10-22 20:14:14 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 320.54651162790697,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.5998581201611446,
"queueFactor": 1.1865292461097467,
"queueWeight": 1.1865292461097467,
2026-10-22 21:08:00 +00:00
"recentSuccess": 40,
2026-10-22 21:38:46 +00:00
"recentSuccessRate": 0.23255813953488372,
"recentTerminal": 172,
"recentWilsonLowerBound": 0.17568516404843876,
"running": 10,
"selectionWeight": 0.7117492030876128,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 28.666666666666668,
"waiting": 9189
2026-10-22 20:14:14 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 438.53164556962025,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.44103785165471804,
"queueFactor": 1.1320405008643437,
"queueWeight": 1.1320405008643437,
"recentSuccess": 33,
"recentSuccessRate": 0.2088607594936709,
"recentTerminal": 158,
"recentWilsonLowerBound": 0.1527637232703188,
2026-10-22 21:28:35 +00:00
"running": 5,
2026-10-22 21:38:46 +00:00
"selectionWeight": 0.4992727104873411,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 26.333333333333332,
"waiting": 11548
2026-10-22 20:14:14 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 1529.3009708737864,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.39619254327497555,
"queueFactor": 0.9386164493238291,
"queueWeight": 0.9386164493238291,
"recentSuccess": 22,
"recentSuccessRate": 0.21359223300970873,
"recentTerminal": 103,
"recentWilsonLowerBound": 0.14549640074609,
"running": 5,
"selectionWeight": 0.3718728382173351,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 17.166666666666668,
"waiting": 26253
2026-10-22 20:14:14 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-22 21:18:23 +00:00
"backlogHours": 2382.6382978723404,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-22 21:38:46 +00:00
"qualityFactor": 0.05611723976951737,
"queueFactor": 0.8782201307780388,
"queueWeight": 0.8782201307780388,
2026-10-22 21:08:00 +00:00
"recentSuccess": 6,
2026-10-22 21:18:23 +00:00
"recentSuccessRate": 0.1276595744680851,
"recentTerminal": 47,
"recentWilsonLowerBound": 0.05984522780202478,
2026-10-22 20:14:14 +00:00
"running": 2,
2026-10-22 21:38:46 +00:00
"selectionWeight": 0.04928328964928811,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:18:23 +00:00
"throughputPerHour": 7.833333333333333,
2026-10-22 21:08:00 +00:00
"waiting": 18664
2026-10-22 20:14:14 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 755.2137931034482,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-22 21:38:46 +00:00
"qualityFactor": 1.2697599757164255,
"queueFactor": 1.0434018889787968,
"queueWeight": 1.0434018889787968,
"recentSuccess": 46,
"recentSuccessRate": 0.31724137931034485,
"recentTerminal": 145,
"recentWilsonLowerBound": 0.24704058770171994,
2026-10-22 20:46:48 +00:00
"running": 16,
2026-10-22 21:38:46 +00:00
"selectionWeight": 1.3248699572121896,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 24.166666666666668,
"waiting": 18251
2026-10-22 20:14:14 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-22 21:38:46 +00:00
"backlogHours": 1511.4489795918369,
2026-10-22 20:14:14 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-22 21:38:46 +00:00
"qualityFactor": 1.7781815465368076,
"queueFactor": 0.9402710868887229,
"queueWeight": 0.9402710868887229,
"recentSuccess": 37,
"recentSuccessRate": 0.37755102040816324,
"recentTerminal": 98,
"recentWilsonLowerBound": 0.2879039439886928,
"running": 6,
"selectionWeight": 1.6719726954476342,
2026-10-22 20:14:14 +00:00
"stale": false,
"submissionEligible": true,
2026-10-22 21:38:46 +00:00
"throughputPerHour": 16.333333333333332,
2026-10-22 21:18:23 +00:00
"waiting": 24687
2026-10-22 20:14:14 +00:00
}
},
2026-10-22 21:38:46 +00:00
"queueAttemptedAt": "2026-10-22T21:38:38.766954+00:00",
2026-10-22 20:14:14 +00:00
"queueError": null,
2026-10-22 21:38:46 +00:00
"queueUpdatedAt": "2026-10-22T21:38:38.766954+00:00",
2026-10-22 20:14:14 +00:00
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Iluvatar_bi-150",
"Biren_166m",
"Ascend_910-b3",
"Ascend_910-b4",
"hygon_k100-ai",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}