Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-10 06:11:10 +00:00
{
2026-09-10 12:48:33 +00:00
"communityAttemptedAt": "2026-09-10T12:46:20.828377+00:00",
2026-09-10 06:11:10 +00:00
"communityError": null,
"communitySample": {},
2026-09-10 12:48:33 +00:00
"communityUpdatedAt": "2026-09-10T12:46:20.828377+00:00",
2026-09-10 12:36:59 +00:00
"frameworkAttemptedAt": "2026-09-10T12:35:14.692612+00:00",
2026-09-10 06:11:10 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 12:36:59 +00:00
"modelCount": 38318,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 18283,
"successRate": 0.47713868155958034,
"wilsonLowerBound": 0.47214006949864223
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 50542,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 14324,
"successRate": 0.28340785881049424,
"wilsonLowerBound": 0.27949552744451256
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 12:36:59 +00:00
"modelCount": 1770,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 445,
"successRate": 0.2514124293785311,
"wilsonLowerBound": 0.2317546860465486
2026-09-10 06:11:10 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 12:36:59 +00:00
"modelCount": 31396,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 13506,
"successRate": 0.43018218881386167,
"wilsonLowerBound": 0.42471443238148554
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 36514,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 10437,
"successRate": 0.2858355699183875,
"wilsonLowerBound": 0.2812239942679824
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 12:36:59 +00:00
"modelCount": 6942,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3194,
"successRate": 0.460097954479977,
"wilsonLowerBound": 0.4483986894698718
2026-09-10 06:11:10 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 63790,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12060,
2026-09-10 12:36:59 +00:00
"successRate": 0.18905784605737577,
"wilsonLowerBound": 0.1860380147747332
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 13800,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 2726,
"successRate": 0.19753623188405797,
"wilsonLowerBound": 0.19097797620808124
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 12:36:59 +00:00
"modelCount": 5147,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
2026-09-10 12:36:59 +00:00
"successRate": 0.006994365649893142,
"wilsonLowerBound": 0.005056576682829683
2026-09-10 06:11:10 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 25953,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3186,
"successRate": 0.12276037452317651,
"wilsonLowerBound": 0.1188235595334533
2026-09-10 06:11:10 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-10 12:36:59 +00:00
"modelCount": 16452,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
2026-09-10 12:36:59 +00:00
"successRate": 0.10162898127887186,
"wilsonLowerBound": 0.09710433315414777
2026-09-10 06:11:10 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-10 12:36:59 +00:00
"modelCount": 9391,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 4077,
"successRate": 0.434139069321691,
"wilsonLowerBound": 0.424143358656614
2026-09-10 06:11:10 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 24027,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3770,
"successRate": 0.15690681316851876,
"wilsonLowerBound": 0.1523626843060331
2026-09-10 06:11:10 +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",
2026-09-10 12:36:59 +00:00
"modelCount": 39385,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 9934,
"successRate": 0.25222800558588293,
"wilsonLowerBound": 0.2479631553725973
2026-09-10 06:11:10 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-10 12:36:59 +00:00
"modelCount": 22914,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3026,
"successRate": 0.1320590032294667,
"wilsonLowerBound": 0.1277369743815997
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 86481,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-10 12:36:59 +00:00
"successRate": 0.11288028584313317,
"wilsonLowerBound": 0.11078836443747443
2026-09-10 06:11:10 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 38609,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 4738,
"successRate": 0.12271750110077961,
"wilsonLowerBound": 0.11948206919093914
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 26113,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3210,
"successRate": 0.1229272776011948,
"wilsonLowerBound": 0.11900002209957782
2026-09-10 06:11:10 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 12:36:59 +00:00
"modelCount": 87397,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 20307,
"successRate": 0.23235351327848783,
"wilsonLowerBound": 0.22956528173891405
2026-09-10 06:11:10 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-10 12:36:59 +00:00
"modelCount": 5051,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-10 12:36:59 +00:00
"successRate": 0.11126509602058998,
"wilsonLowerBound": 0.10288651808446177
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 112422,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 16502,
"successRate": 0.14678621622102436,
"wilsonLowerBound": 0.1447295643963279
2026-09-10 06:11:10 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-10 12:36:59 +00:00
"modelCount": 15606,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3187,
"successRate": 0.2042163270536973,
"wilsonLowerBound": 0.19796458864174885
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 42431,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 5510,
"successRate": 0.12985788692229738,
"wilsonLowerBound": 0.12669288448244376
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 12:36:59 +00:00
"modelCount": 6020,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 469,
"successRate": 0.07790697674418605,
"wilsonLowerBound": 0.07140227111708827
2026-09-10 06:11:10 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 198,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18181818181818182,
"wilsonLowerBound": 0.1343204258911728
},
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 29851,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 5085,
"successRate": 0.1703460520585575,
"wilsonLowerBound": 0.16612380778830965
2026-09-10 06:11:10 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 60731,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 12375,
"successRate": 0.20376743343597176,
"wilsonLowerBound": 0.2005826178036079
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 5963,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 1765,
"successRate": 0.29599195036055675,
"wilsonLowerBound": 0.2845397771768032
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 12:36:59 +00:00
"modelCount": 11689,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3070,
"successRate": 0.26264008897253827,
"wilsonLowerBound": 0.2547411183645426
2026-09-10 06:11:10 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 58107,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 15820,
"successRate": 0.2722563546560655,
"wilsonLowerBound": 0.26865223630882573
2026-09-10 06:11:10 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 12:36:59 +00:00
"modelCount": 45825,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 19871,
"successRate": 0.4336279323513366,
"wilsonLowerBound": 0.42909620642371943
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 34986,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 2968,
"successRate": 0.08483393357342937,
"wilsonLowerBound": 0.08195958326032747
2026-09-10 06:11:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-10 12:36:59 +00:00
"modelCount": 203,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
2026-09-10 12:36:59 +00:00
"wilsonLowerBound": 1.702505035850099e-18
2026-09-10 06:11:10 +00:00
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
2026-09-10 12:36:59 +00:00
"modelCount": 6273,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
2026-09-10 12:36:59 +00:00
"successRate": 0.030607364897178385,
"wilsonLowerBound": 0.02662361262856994
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 06:35:24 +00:00
"modelCount": 9997,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 06:35:24 +00:00
"successCount": 728,
"successRate": 0.07282184655396619,
"wilsonLowerBound": 0.06789056951143375
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 5360,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 2244,
"successRate": 0.41865671641791047,
"wilsonLowerBound": 0.40551212475467374
2026-09-10 06:11:10 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 7360,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-10 12:36:59 +00:00
"successRate": 0.03192934782608696,
"wilsonLowerBound": 0.02815049734326355
2026-09-10 06:11:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 9834,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 3381,
"successRate": 0.3438071995118975,
"wilsonLowerBound": 0.33448201885340845
2026-09-10 06:11:10 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-10 12:36:59 +00:00
"modelCount": 25567,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 12857,
"successRate": 0.5028747995462901,
"wilsonLowerBound": 0.49674597776775475
2026-09-10 06:11:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-10 12:36:59 +00:00
"modelCount": 60420,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 5862,
"successRate": 0.09702085402184707,
"wilsonLowerBound": 0.0946862739354135
2026-09-10 06:11:10 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-10 12:36:59 +00:00
"modelCount": 11994,
2026-09-10 06:11:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-10 12:36:59 +00:00
"successCount": 1622,
"successRate": 0.13523428380857094,
"wilsonLowerBound": 0.1292307288142234
2026-09-10 06:11:10 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-10 12:59:16 +00:00
"generatedAt": "2026-09-10T12:57:35.411004+00:00",
2026-09-10 06:11:10 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 1023.9416058394161,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.7794958775303972,
"queueFactor": 0.9609948192427156,
"queueWeight": 0.9609948192427156,
"recentSuccess": 51,
"recentSuccessRate": 0.3722627737226277,
"recentTerminal": 137,
"recentWilsonLowerBound": 0.2958339238729821,
2026-09-10 10:14:43 +00:00
"running": 8,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.749091499927766,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 22.833333333333332,
"waiting": 23380
2026-09-10 06:11:10 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 992.4216867469879,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.6660128650128176,
"queueFactor": 0.9655124716211667,
"queueWeight": 0.9655124716211667,
"recentSuccess": 57,
"recentSuccessRate": 0.3433734939759036,
"recentTerminal": 166,
"recentWilsonLowerBound": 0.2754154730299584,
2026-09-10 07:12:25 +00:00
"running": 8,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.64304372743002,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 27.666666666666668,
"waiting": 27457
2026-09-10 06:11:10 +00:00
},
"Biren_166m": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 124.92957746478874,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.18398000741877346,
2026-09-10 12:31:29 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 12:53:54 +00:00
"recentSuccess": 43,
"recentSuccessRate": 0.20187793427230047,
"recentTerminal": 213,
"recentWilsonLowerBound": 0.15347171343226926,
2026-09-10 10:14:43 +00:00
"running": 8,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.2391740096444055,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 35.5,
"waiting": 4435
2026-09-10 06:11:10 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 885.0,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.0949238696235749,
"queueFactor": 0.9822472787030914,
"queueWeight": 0.9822472787030914,
2026-09-10 12:42:26 +00:00
"recentSuccess": 17,
2026-09-10 12:53:54 +00:00
"recentSuccessRate": 0.17708333333333334,
"recentTerminal": 96,
"recentWilsonLowerBound": 0.11360414067940663,
2026-09-10 07:12:25 +00:00
"running": 7,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.09323871262172348,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 16.0,
"waiting": 14160
2026-09-10 06:11:10 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 468.63716814159295,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.20759321778749512,
"queueFactor": 1.0805299656134193,
"queueWeight": 1.0805299656134193,
"recentSuccess": 26,
"recentSuccessRate": 0.23008849557522124,
"recentTerminal": 113,
"recentWilsonLowerBound": 0.16213092290126854,
2026-09-10 10:14:43 +00:00
"running": 7,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.22431069247750116,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 18.833333333333332,
"waiting": 8826
2026-09-10 06:11:10 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 52.522058823529406,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-09-10 06:26:16 +00:00
"qualityFactor": 0.05,
2026-09-10 06:11:10 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 12:19:42 +00:00
"recentSuccess": 21,
2026-09-10 12:53:54 +00:00
"recentSuccessRate": 0.07720588235294118,
"recentTerminal": 272,
"recentWilsonLowerBound": 0.05104894406978282,
"running": 8,
2026-09-10 06:26:16 +00:00
"selectionWeight": 0.065,
2026-09-10 06:11:10 +00:00
"stale": false,
2026-09-10 12:19:42 +00:00
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 45.333333333333336,
2026-09-10 12:42:26 +00:00
"waiting": 2381
2026-09-10 06:11:10 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 83.86813186813187,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.1182415860122789,
2026-09-10 06:11:10 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-10 12:31:29 +00:00
"recentSuccess": 45,
2026-09-10 12:53:54 +00:00
"recentSuccessRate": 0.16483516483516483,
"recentTerminal": 273,
"recentWilsonLowerBound": 0.12553228648252115,
"running": 1,
"selectionWeight": 0.15371406181596256,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 45.5,
"waiting": 3816
2026-09-10 06:11:10 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-10 12:42:26 +00:00
"backlogHours": 1856.5199999999998,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.06812153271844346,
"queueFactor": 0.8789362572753722,
"queueWeight": 0.8789362572753722,
"recentSuccess": 9,
"recentSuccessRate": 0.18,
2026-09-10 12:42:26 +00:00
"recentTerminal": 50,
2026-09-10 12:53:54 +00:00
"recentWilsonLowerBound": 0.0977008273245379,
2026-09-10 08:06:56 +00:00
"running": 2,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.0598744850074105,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:42:26 +00:00
"throughputPerHour": 8.333333333333334,
"waiting": 15471
2026-09-10 06:11:10 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 685.7684210526315,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.17334178347428136,
"queueFactor": 1.0205533262423274,
"queueWeight": 1.0205533262423274,
"recentSuccess": 21,
"recentSuccessRate": 0.22105263157894736,
2026-09-10 12:42:26 +00:00
"recentTerminal": 95,
2026-09-10 12:53:54 +00:00
"recentWilsonLowerBound": 0.14937242983925722,
2026-09-10 08:18:33 +00:00
"running": 7,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.17690453370145515,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:42:26 +00:00
"throughputPerHour": 15.833333333333334,
2026-09-10 12:53:54 +00:00
"waiting": 10858
2026-09-10 06:11:10 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 531.3488372093024,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.2662324671133245,
"queueFactor": 1.0603649521126295,
"queueWeight": 1.0603649521126295,
"recentSuccess": 32,
"recentSuccessRate": 0.24806201550387597,
"recentTerminal": 129,
"recentWilsonLowerBound": 0.1815425856479483,
2026-09-10 11:45:15 +00:00
"running": 4,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.2823035772414475,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 21.5,
"waiting": 11424
2026-09-10 06:11:10 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 1780.0,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.6489741141380869,
"queueFactor": 0.8845030290818955,
"queueWeight": 0.8845030290818955,
"recentSuccess": 27,
"recentSuccessRate": 0.375,
2026-09-10 12:31:29 +00:00
"recentTerminal": 72,
2026-09-10 12:53:54 +00:00
"recentWilsonLowerBound": 0.2721900939935457,
"running": 4,
"selectionWeight": 0.5740195697508776,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:31:29 +00:00
"throughputPerHour": 12.0,
2026-09-10 12:53:54 +00:00
"waiting": 21360
2026-09-10 06:11:10 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-10 12:42:26 +00:00
"backlogHours": 4034.5714285714284,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.14594480692474923,
"queueFactor": 0.7823349162253707,
"queueWeight": 0.7823349162253707,
2026-09-10 10:59:31 +00:00
"recentSuccess": 6,
2026-09-10 12:19:42 +00:00
"recentSuccessRate": 0.2857142857142857,
"recentTerminal": 21,
"recentWilsonLowerBound": 0.138136757456282,
2026-09-10 06:11:10 +00:00
"running": 2,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.11417771829900158,
2026-09-10 06:11:10 +00:00
"stale": false,
2026-09-10 12:07:59 +00:00
"submissionEligible": true,
2026-09-10 12:19:42 +00:00
"throughputPerHour": 3.5,
2026-09-10 12:42:26 +00:00
"waiting": 14121
2026-09-10 06:11:10 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 971.3225806451612,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-10 12:53:54 +00:00
"qualityFactor": 0.3508766620401013,
"queueFactor": 0.9686297466901462,
"queueWeight": 0.9686297466901462,
"recentSuccess": 19,
"recentSuccessRate": 0.3064516129032258,
"recentTerminal": 62,
"recentWilsonLowerBound": 0.20581430019850633,
2026-09-10 06:11:10 +00:00
"running": 16,
2026-09-10 12:53:54 +00:00
"selectionWeight": 0.33986957227138737,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 10.333333333333334,
2026-09-10 12:42:26 +00:00
"waiting": 10037
2026-09-10 06:11:10 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-10 12:53:54 +00:00
"backlogHours": 477.2477064220183,
2026-09-10 06:11:10 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-10 07:33:41 +00:00
"qualityFactor": 2.5,
2026-09-10 12:53:54 +00:00
"queueFactor": 1.0775830398958408,
"queueWeight": 1.0775830398958408,
"recentSuccess": 65,
"recentSuccessRate": 0.5963302752293578,
"recentTerminal": 109,
"recentWilsonLowerBound": 0.5024644394796234,
2026-09-10 08:18:33 +00:00
"running": 6,
2026-09-10 12:53:54 +00:00
"selectionWeight": 2.693957599739602,
2026-09-10 06:11:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-10 12:53:54 +00:00
"throughputPerHour": 18.166666666666668,
"waiting": 8670
2026-09-10 06:11:10 +00:00
}
},
2026-09-10 12:53:54 +00:00
"queueAttemptedAt": "2026-09-10T12:52:17.784107+00:00",
2026-09-10 06:11:10 +00:00
"queueError": null,
2026-09-10 12:53:54 +00:00
"queueUpdatedAt": "2026-09-10T12:52:17.784107+00:00",
2026-09-10 06:11:10 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Ascend_910-b3",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}