Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-12 22:53:43 +00:00
{
2026-09-13 07:32:26 +00:00
"communityAttemptedAt": "2026-09-13T07:30:27.024690+00:00",
2026-09-12 22:53:43 +00:00
"communityError": null,
"communitySample": {},
2026-09-13 07:32:26 +00:00
"communityUpdatedAt": "2026-09-13T07:30:27.024690+00:00",
2026-09-13 02:22:50 +00:00
"frameworkAttemptedAt": "2026-09-13T02:20:58.966988+00:00",
2026-09-12 22:53:43 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 02:22:50 +00:00
"modelCount": 38710,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 18554,
"successRate": 0.47930767243606304,
"wilsonLowerBound": 0.47433326304559437
2026-09-12 22:53:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 51206,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 14447,
"successRate": 0.2821349060656954,
"wilsonLowerBound": 0.27825332889847854
2026-09-12 22:53:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 02:22:50 +00:00
"modelCount": 2023,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 533,
"successRate": 0.26347009391992093,
"wilsonLowerBound": 0.24473500098387113
2026-09-12 22:53:43 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 02:22:50 +00:00
"modelCount": 31841,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 13798,
"successRate": 0.43334066141138783,
"wilsonLowerBound": 0.4279060235563416
2026-09-12 22:53:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 36900,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 10534,
"successRate": 0.28547425474254745,
"wilsonLowerBound": 0.2808885298302502
2026-09-12 22:53:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 02:22:50 +00:00
"modelCount": 7530,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3343,
"successRate": 0.4439575033200531,
"wilsonLowerBound": 0.43276656905044963
2026-09-12 22:53:43 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 63833,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12064,
2026-09-13 02:22:50 +00:00
"successRate": 0.1889931540112481,
"wilsonLowerBound": 0.18597473615778007
2026-09-12 22:53:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 15192,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3051,
"successRate": 0.20082938388625593,
"wilsonLowerBound": 0.19453474828248493
2026-09-12 22:53:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 02:22:50 +00:00
"modelCount": 5427,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 45,
"successRate": 0.008291873963515755,
"wilsonLowerBound": 0.006202943735248221
2026-09-12 22:53:43 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 26026,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3196,
"successRate": 0.12280027664643049,
"wilsonLowerBound": 0.11886834581066386
2026-09-12 22:53:43 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-13 02:22:50 +00:00
"modelCount": 16457,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
2026-09-13 02:22:50 +00:00
"successRate": 0.10159810415020963,
"wilsonLowerBound": 0.09707475831962524
2026-09-12 22:53:43 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-13 02:22:50 +00:00
"modelCount": 9928,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 4269,
"successRate": 0.4299959709911362,
"wilsonLowerBound": 0.42028629840368786
2026-09-12 22:53:43 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 24064,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3776,
2026-09-13 02:22:50 +00:00
"successRate": 0.15691489361702127,
"wilsonLowerBound": 0.15237411978474308
2026-09-12 22:53:43 +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",
2026-09-13 02:22:50 +00:00
"modelCount": 40453,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 10211,
"successRate": 0.2524163844461474,
"wilsonLowerBound": 0.2482068239762199
2026-09-12 22:53:43 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-13 02:22:50 +00:00
"modelCount": 22971,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3035,
"successRate": 0.13212311174959732,
"wilsonLowerBound": 0.1278054610212315
2026-09-12 22:53:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 86517,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-13 02:22:50 +00:00
"successRate": 0.11283331599570026,
"wilsonLowerBound": 0.11074221128709302
2026-09-12 22:53:43 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 39045,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 4786,
"successRate": 0.12257651427839672,
"wilsonLowerBound": 0.11936061137133941
2026-09-12 22:53:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 27538,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3294,
"successRate": 0.11961652988597574,
"wilsonLowerBound": 0.11583664036135304
2026-09-12 22:53:43 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 02:22:50 +00:00
"modelCount": 87725,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 20494,
"successRate": 0.23361641493302934,
"wilsonLowerBound": 0.23082804500678036
2026-09-12 22:53:43 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-13 02:22:50 +00:00
"modelCount": 5089,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-13 02:22:50 +00:00
"successRate": 0.11043426999410494,
"wilsonLowerBound": 0.10211481962977126
2026-09-12 22:53:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 112453,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16504,
2026-09-13 02:22:50 +00:00
"successRate": 0.14676353676647133,
"wilsonLowerBound": 0.14470729985432362
2026-09-12 22:53:43 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-13 02:22:50 +00:00
"modelCount": 15863,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3243,
"successRate": 0.20443800037823867,
"wilsonLowerBound": 0.19823393669736492
2026-09-12 22:53:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 42633,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 5545,
"successRate": 0.13006356578237516,
"wilsonLowerBound": 0.12690382451301968
2026-09-12 22:53:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 02:22:50 +00:00
"modelCount": 6218,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 484,
"successRate": 0.07783853329044708,
"wilsonLowerBound": 0.07143680189592219
2026-09-12 22:53:43 +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",
2026-09-13 02:22:50 +00:00
"modelCount": 30245,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 5220,
"successRate": 0.17259051082823607,
"wilsonLowerBound": 0.16837325396551214
2026-09-12 22:53:43 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 60764,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12379,
2026-09-13 02:22:50 +00:00
"successRate": 0.20372259890724773,
"wilsonLowerBound": 0.20053890810315322
2026-09-12 22:53:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 6430,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 1902,
"successRate": 0.295800933125972,
"wilsonLowerBound": 0.2847697913082244
2026-09-12 22:53:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 02:22:50 +00:00
"modelCount": 11989,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3140,
"successRate": 0.26190674785219786,
"wilsonLowerBound": 0.2541135649289468
2026-09-12 22:53:43 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 58984,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 16061,
"successRate": 0.2722941814729418,
"wilsonLowerBound": 0.2687166858564779
2026-09-12 22:53:43 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 02:22:50 +00:00
"modelCount": 46045,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 20017,
"successRate": 0.43472689760017375,
"wilsonLowerBound": 0.43020457204244494
2026-09-12 22:53:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 35684,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3097,
"successRate": 0.08678959757874678,
"wilsonLowerBound": 0.08391284881783719
2026-09-12 22:53:43 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-13 02:22:50 +00:00
"modelCount": 276,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6275,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03059760956175299,
"wilsonLowerBound": 0.026615110833495575
},
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 10006,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 732,
"successRate": 0.07315610633619828,
"wilsonLowerBound": 0.0682161070379902
2026-09-12 22:53:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 5547,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 2327,
"successRate": 0.4195060393005228,
"wilsonLowerBound": 0.40657953764782206
2026-09-12 22:53:43 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 7367,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-13 02:22:50 +00:00
"successRate": 0.0318990090946111,
"wilsonLowerBound": 0.02812370043844604
2026-09-12 22:53:43 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 10497,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 3601,
"successRate": 0.3430503953510527,
"wilsonLowerBound": 0.3340275657898109
2026-09-12 22:53:43 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-13 02:22:50 +00:00
"modelCount": 25972,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 13118,
"successRate": 0.5050823964269213,
"wilsonLowerBound": 0.4990014313048249
2026-09-12 22:53:43 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-13 02:22:50 +00:00
"modelCount": 60694,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 5918,
"successRate": 0.09750551949121825,
"wilsonLowerBound": 0.09517088696191259
2026-09-12 22:53:43 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-13 02:22:50 +00:00
"modelCount": 12209,
2026-09-12 22:53:43 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-13 02:22:50 +00:00
"successCount": 1715,
"successRate": 0.14047014497501842,
"wilsonLowerBound": 0.13441951062212307
2026-09-12 22:53:43 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-13 07:37:56 +00:00
"generatedAt": "2026-09-13T07:36:21.267542+00:00",
2026-09-12 22:53:43 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 987.5915492957746,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-13 07:35:14 +00:00
"qualityFactor": 1.7133727954622404,
"queueFactor": 0.995298390494023,
"queueWeight": 0.995298390494023,
"recentSuccess": 44,
"recentSuccessRate": 0.30985915492957744,
2026-09-13 07:12:50 +00:00
"recentTerminal": 142,
2026-09-13 07:35:14 +00:00
"recentWilsonLowerBound": 0.23964799515608443,
2026-09-13 06:16:22 +00:00
"running": 8,
2026-09-13 07:35:14 +00:00
"selectionWeight": 1.7053171856398128,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:12:50 +00:00
"throughputPerHour": 23.666666666666668,
2026-09-13 07:35:14 +00:00
"waiting": 23373
2026-09-12 22:53:43 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 1158.6338028169014,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-13 07:35:14 +00:00
"qualityFactor": 2.2617677868428183,
"queueFactor": 0.9717352950408661,
"queueWeight": 0.9717352950408661,
2026-09-13 07:12:50 +00:00
"recentSuccess": 49,
2026-09-13 07:35:14 +00:00
"recentSuccessRate": 0.34507042253521125,
"recentTerminal": 142,
"recentWilsonLowerBound": 0.2718881193737735,
2026-09-13 07:24:15 +00:00
"running": 8,
2026-09-13 07:35:14 +00:00
"selectionWeight": 2.197839587661633,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 23.666666666666668,
"waiting": 27421
2026-09-12 22:53:43 +00:00
},
"Biren_166m": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 160.0813953488372,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.6121840612020047,
2026-09-13 07:24:15 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-13 07:35:14 +00:00
"recentSuccess": 35,
"recentSuccessRate": 0.20348837209302326,
"recentTerminal": 172,
"recentWilsonLowerBound": 0.15010863889106016,
2026-09-13 06:16:22 +00:00
"running": 8,
2026-09-13 07:35:14 +00:00
"selectionWeight": 0.7958392795626062,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 28.666666666666668,
"waiting": 4589
2026-09-12 22:53:43 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 1153.578947368421,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.47650325021176476,
"queueFactor": 0.9723728142811338,
"queueWeight": 0.9723728142811338,
"recentSuccess": 16,
"recentSuccessRate": 0.21052631578947367,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.13395033382180127,
2026-09-13 06:05:08 +00:00
"running": 7,
2026-09-13 07:35:14 +00:00
"selectionWeight": 0.46333880642252095,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 12.666666666666666,
"waiting": 14612
2026-09-12 22:53:43 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 398.64179104477614,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.2779686436259316,
"queueFactor": 1.140387590430935,
"queueWeight": 1.140387590430935,
2026-09-13 06:38:52 +00:00
"recentSuccess": 21,
2026-09-13 07:35:14 +00:00
"recentSuccessRate": 0.15671641791044777,
"recentTerminal": 134,
"recentWilsonLowerBound": 0.10484514356741315,
2026-09-13 06:16:22 +00:00
"running": 7,
2026-09-13 07:35:14 +00:00
"selectionWeight": 0.3169919917199314,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 22.333333333333332,
"waiting": 8903
2026-09-12 22:53:43 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 40.06299212598425,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.05251446086446959,
2026-09-12 22:53:43 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-13 07:35:14 +00:00
"recentSuccess": 27,
"recentSuccessRate": 0.07086614173228346,
"recentTerminal": 381,
"recentWilsonLowerBound": 0.04915708177393225,
2026-09-13 07:24:15 +00:00
"running": 24,
2026-09-13 07:35:14 +00:00
"selectionWeight": 0.06826879912381047,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": false,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 63.5,
2026-09-13 07:24:15 +00:00
"waiting": 2544
2026-09-12 22:53:43 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 97.0546875,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.6890359361850769,
2026-09-13 06:05:08 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-13 07:35:14 +00:00
"recentSuccess": 52,
"recentSuccessRate": 0.203125,
"recentTerminal": 256,
"recentWilsonLowerBound": 0.1583985039786122,
"running": 4,
"selectionWeight": 0.8957467170405999,
2026-09-12 22:53:43 +00:00
"stale": false,
2026-09-13 01:59:55 +00:00
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 42.666666666666664,
2026-09-13 07:24:15 +00:00
"waiting": 4141
2026-09-12 22:53:43 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 2472.4736842105262,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-13 07:35:14 +00:00
"qualityFactor": 1.6233471743301369,
"queueFactor": 0.8673016145157699,
"queueWeight": 0.8673016145157699,
2026-09-13 07:24:15 +00:00
"recentSuccess": 14,
2026-09-13 07:35:14 +00:00
"recentSuccessRate": 0.3684210526315789,
"recentTerminal": 38,
"recentWilsonLowerBound": 0.23384013155413794,
2026-09-13 06:05:08 +00:00
"running": 2,
2026-09-13 07:35:14 +00:00
"selectionWeight": 1.4079316252161407,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 6.333333333333333,
2026-09-13 07:01:38 +00:00
"waiting": 15659
2026-09-12 22:53:43 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 926.5,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.868104757077789,
"queueFactor": 1.0048774325352698,
"queueWeight": 1.0048774325352698,
"recentSuccess": 19,
"recentSuccessRate": 0.2638888888888889,
2026-09-13 07:24:15 +00:00
"recentTerminal": 72,
2026-09-13 07:35:14 +00:00
"recentWilsonLowerBound": 0.17593641596552725,
2026-09-13 05:54:42 +00:00
"running": 7,
2026-09-13 07:35:14 +00:00
"selectionWeight": 0.8723388794639827,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:24:15 +00:00
"throughputPerHour": 12.0,
2026-09-13 07:35:14 +00:00
"waiting": 11118
2026-09-12 22:53:43 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 753.5604395604396,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-13 07:35:14 +00:00
"qualityFactor": 1.0708704758128105,
"queueFactor": 1.0365068889864795,
"queueWeight": 1.0365068889864795,
"recentSuccess": 25,
"recentSuccessRate": 0.27472527472527475,
"recentTerminal": 91,
"recentWilsonLowerBound": 0.19355049670786545,
2026-09-13 06:05:08 +00:00
"running": 4,
2026-09-13 07:35:14 +00:00
"selectionWeight": 1.109964625392207,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 15.166666666666666,
"waiting": 11429
2026-09-12 22:53:43 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 1736.4,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-13 06:05:08 +00:00
"qualityFactor": 2.5,
2026-09-13 07:35:14 +00:00
"queueFactor": 0.9145183833663402,
"queueWeight": 0.9145183833663402,
"recentSuccess": 29,
"recentSuccessRate": 0.38666666666666666,
"recentTerminal": 75,
"recentWilsonLowerBound": 0.28455047772633973,
2026-09-13 06:05:08 +00:00
"running": 4,
2026-09-13 07:35:14 +00:00
"selectionWeight": 2.2862959584158506,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 12.5,
"waiting": 21705
2026-09-12 22:53:43 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-13 07:24:15 +00:00
"backlogHours": 3507.6,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.8264738232326502,
"queueFactor": 0.8229783251610346,
"queueWeight": 0.8229783251610346,
2026-09-13 06:38:52 +00:00
"recentSuccess": 8,
2026-09-13 07:24:15 +00:00
"recentSuccessRate": 0.32,
"recentTerminal": 25,
"recentWilsonLowerBound": 0.17204987516891146,
2026-09-13 03:21:01 +00:00
"running": 2,
2026-09-13 07:35:14 +00:00
"selectionWeight": 0.6801700428334434,
2026-09-12 22:53:43 +00:00
"stale": false,
2026-09-13 04:41:29 +00:00
"submissionEligible": true,
2026-09-13 07:24:15 +00:00
"throughputPerHour": 4.166666666666667,
"waiting": 14615
2026-09-12 22:53:43 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 1194.508474576271,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-13 07:35:14 +00:00
"qualityFactor": 0.2932454528114324,
"queueFactor": 0.9673007427309269,
"queueWeight": 0.9673007427309269,
2026-09-13 07:24:15 +00:00
"recentSuccess": 11,
2026-09-13 07:35:14 +00:00
"recentSuccessRate": 0.1864406779661017,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.10742612239043586,
2026-09-13 06:16:22 +00:00
"running": 16,
2026-09-13 07:35:14 +00:00
"selectionWeight": 0.2836565443069655,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:35:14 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 11746
2026-09-12 22:53:43 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-13 07:35:14 +00:00
"backlogHours": 677.2727272727273,
2026-09-12 22:53:43 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-13 07:35:14 +00:00
"qualityFactor": 1.4374166833921382,
"queueFactor": 1.0532352078319762,
"queueWeight": 1.0532352078319762,
2026-09-13 07:24:15 +00:00
"recentSuccess": 30,
"recentSuccessRate": 0.30303030303030304,
"recentTerminal": 99,
"recentWilsonLowerBound": 0.22126156934946595,
"running": 6,
2026-09-13 07:35:14 +00:00
"selectionWeight": 1.5139378592736688,
2026-09-12 22:53:43 +00:00
"stale": false,
"submissionEligible": true,
2026-09-13 07:24:15 +00:00
"throughputPerHour": 16.5,
2026-09-13 07:35:14 +00:00
"waiting": 11175
2026-09-12 22:53:43 +00:00
}
},
2026-09-13 07:35:14 +00:00
"queueAttemptedAt": "2026-09-13T07:33:33.108032+00:00",
2026-09-12 22:53:43 +00:00
"queueError": null,
2026-09-13 07:35:14 +00:00
"queueUpdatedAt": "2026-09-13T07:33:33.108032+00:00",
2026-09-12 22:53:43 +00:00
"supportedGpus": [
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}