Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-20 04:31:02 +00:00
{
2026-09-20 07:46:38 +00:00
"communityAttemptedAt": "2026-09-20T07:46:28.565121+00:00",
2026-09-20 04:31:02 +00:00
"communityError": null,
"communitySample": {},
2026-09-20 07:46:38 +00:00
"communityUpdatedAt": "2026-09-20T07:46:28.565121+00:00",
2026-09-20 05:16:04 +00:00
"frameworkAttemptedAt": "2026-09-20T05:15:45.775700+00:00",
2026-09-20 04:31:02 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-20 05:16:04 +00:00
"modelCount": 39753,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 19236,
"successRate": 0.48388800845219226,
"wilsonLowerBound": 0.47897715583915135
2026-09-20 04:31:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 53124,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 14848,
"successRate": 0.2794970258263685,
"wilsonLowerBound": 0.275696997375085
2026-09-20 04:31:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-20 05:16:04 +00:00
"modelCount": 2814,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 801,
"successRate": 0.2846481876332623,
"wilsonLowerBound": 0.2682777798272296
2026-09-20 04:31:02 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-20 05:16:04 +00:00
"modelCount": 33065,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 14638,
"successRate": 0.44270376531075156,
"wilsonLowerBound": 0.4373568132768893
2026-09-20 04:31:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 37570,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 10674,
"successRate": 0.28410966196433324,
"wilsonLowerBound": 0.27957152731376095
2026-09-20 04:31:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-20 05:16:04 +00:00
"modelCount": 8976,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 3850,
"successRate": 0.42892156862745096,
"wilsonLowerBound": 0.4187152644953327
2026-09-20 04:31:02 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 63957,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12087,
2026-09-20 05:16:04 +00:00
"successRate": 0.18898635020404334,
"wilsonLowerBound": 0.18597088392460556
2026-09-20 04:31:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 18150,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 3639,
"successRate": 0.20049586776859504,
"wilsonLowerBound": 0.19473472099152284
2026-09-20 04:31:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-20 05:16:04 +00:00
"modelCount": 6127,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 61,
2026-09-20 05:16:04 +00:00
"successRate": 0.00995593275665089,
"wilsonLowerBound": 0.0077588810040612344
2026-09-20 04:31:02 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 26163,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3224,
2026-09-20 05:16:04 +00:00
"successRate": 0.12322745862477545,
"wilsonLowerBound": 0.11929968878466886
2026-09-20 04:31:02 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16468,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10165168812241923,
"wilsonLowerBound": 0.09712873155638158
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-20 05:16:04 +00:00
"modelCount": 11346,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 4765,
"successRate": 0.41997179622774544,
"wilsonLowerBound": 0.4109186352578301
2026-09-20 04:31:02 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 24174,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3788,
2026-09-20 05:16:04 +00:00
"successRate": 0.15669727806734507,
"wilsonLowerBound": 0.1521693454395959
2026-09-20 04:31:02 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8067,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.06743522994917565,
"wilsonLowerBound": 0.062166089398339223
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-20 05:16:04 +00:00
"modelCount": 43318,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 10852,
"successRate": 0.2505194145620758,
"wilsonLowerBound": 0.24646107029767275
2026-09-20 04:31:02 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-20 05:16:04 +00:00
"modelCount": 23303,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3064,
2026-09-20 05:16:04 +00:00
"successRate": 0.13148521649573017,
"wilsonLowerBound": 0.12720701429198458
2026-09-20 04:31:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 86656,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-20 05:16:04 +00:00
"successRate": 0.11267540620384048,
"wilsonLowerBound": 0.11058725966103582
2026-09-20 04:31:02 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 40666,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4984,
2026-09-20 05:16:04 +00:00
"successRate": 0.12255938621944622,
"wilsonLowerBound": 0.11940769297698448
2026-09-20 04:31:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 32279,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3420,
2026-09-20 05:16:04 +00:00
"successRate": 0.10595123764676725,
"wilsonLowerBound": 0.10264039567688626
2026-09-20 04:31:02 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-20 05:16:04 +00:00
"modelCount": 88728,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 21114,
"successRate": 0.2379632134162835,
"wilsonLowerBound": 0.2351725927893341
2026-09-20 04:31:02 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-20 05:16:04 +00:00
"modelCount": 5190,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 566,
2026-09-20 05:16:04 +00:00
"successRate": 0.10905587668593449,
"wilsonLowerBound": 0.10086272960894647
2026-09-20 04:31:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 112558,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16510,
2026-09-20 05:16:04 +00:00
"successRate": 0.1466799339007445,
"wilsonLowerBound": 0.14462514114426753
2026-09-20 04:31:02 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-20 05:16:04 +00:00
"modelCount": 17628,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 3476,
"successRate": 0.19718629453142728,
"wilsonLowerBound": 0.19137899542745473
2026-09-20 04:31:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 42891,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5576,
2026-09-20 05:16:04 +00:00
"successRate": 0.13000396353547364,
"wilsonLowerBound": 0.1268542657028773
2026-09-20 04:31:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-20 05:16:04 +00:00
"modelCount": 6771,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 563,
"successRate": 0.08314872249298479,
"wilsonLowerBound": 0.07680602793945661
2026-09-20 04:31:02 +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",
2026-09-20 05:16:04 +00:00
"modelCount": 31256,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 5634,
"successRate": 0.180253391348861,
"wilsonLowerBound": 0.17603118392480854
2026-09-20 04:31:02 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 60897,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12393,
2026-09-20 05:16:04 +00:00
"successRate": 0.20350756194886446,
"wilsonLowerBound": 0.20032859961759286
2026-09-20 04:31:02 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 8134,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 2359,
"successRate": 0.29001721170395867,
"wilsonLowerBound": 0.28025673962546915
2026-09-20 04:31:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-20 05:16:04 +00:00
"modelCount": 13010,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 3350,
"successRate": 0.25749423520368947,
"wilsonLowerBound": 0.25005293702555137
2026-09-20 04:31:02 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 61194,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 16783,
"successRate": 0.2742589142726411,
"wilsonLowerBound": 0.2707383019655485
2026-09-20 04:31:02 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-20 05:16:04 +00:00
"modelCount": 46651,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 20439,
"successRate": 0.4381256564703865,
"wilsonLowerBound": 0.4336285289688326
2026-09-20 04:31:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 36642,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 3500,
"successRate": 0.0955188035587577,
"wilsonLowerBound": 0.09255145128038486
2026-09-20 04:31:02 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-20 05:16:04 +00:00
"modelCount": 566,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6278,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030582988212806625,
"wilsonLowerBound": 0.026602368317046696
},
"vllm": {
"framework": "vllm",
"modelCount": 10026,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 739,
"successRate": 0.07370835826850189,
"wilsonLowerBound": 0.06875525826123706
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 5981,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 2536,
"successRate": 0.4240093629827788,
"wilsonLowerBound": 0.4115374444578867
2026-09-20 04:31:02 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7377,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.03185576792734174,
"wilsonLowerBound": 0.02808550752550505
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 11761,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 3850,
"successRate": 0.32735311623161295,
"wilsonLowerBound": 0.3189299091983302
2026-09-20 04:31:02 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-20 05:16:04 +00:00
"modelCount": 26523,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 13463,
"successRate": 0.5075971798062059,
"wilsonLowerBound": 0.5015797284885259
2026-09-20 04:31:02 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-20 05:16:04 +00:00
"modelCount": 62558,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-20 05:16:04 +00:00
"successCount": 6298,
"successRate": 0.10067457399533233,
"wilsonLowerBound": 0.09834109816080622
2026-09-20 04:31:02 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-20 05:16:04 +00:00
"modelCount": 12512,
2026-09-20 04:31:02 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1805,
2026-09-20 05:16:04 +00:00
"successRate": 0.14426150895140666,
"wilsonLowerBound": 0.13821411049838211
2026-09-20 04:31:02 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-20 07:55:54 +00:00
"generatedAt": "2026-09-20T07:55:53.336544+00:00",
2026-09-20 04:31:02 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 1117.1904761904761,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 07:55:54 +00:00
"qualityFactor": 2.1995131477567886,
"queueFactor": 0.9640059100714556,
"queueWeight": 0.9640059100714556,
"recentSuccess": 41,
"recentSuccessRate": 0.3253968253968254,
"recentTerminal": 126,
"recentWilsonLowerBound": 0.24980759092236368,
"running": 8,
"selectionWeight": 2.1203436737174153,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 21.0,
"waiting": 23461
2026-09-20 04:31:02 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 1208.8057553956835,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 07:45:20 +00:00
"qualityFactor": 2.5,
2026-09-20 07:55:54 +00:00
"queueFactor": 0.9526761706297558,
"queueWeight": 0.9526761706297558,
"recentSuccess": 47,
"recentSuccessRate": 0.3381294964028777,
"recentTerminal": 139,
"recentWilsonLowerBound": 0.2647795687047831,
2026-09-20 06:07:47 +00:00
"running": 8,
2026-09-20 07:55:54 +00:00
"selectionWeight": 2.3816904265743895,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 23.166666666666668,
"waiting": 28004
2026-09-20 04:31:02 +00:00
},
"Biren_166m": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 175.7560975609756,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 07:55:54 +00:00
"qualityFactor": 0.5338096506828398,
"queueFactor": 1.272220004019188,
"queueWeight": 1.272220004019188,
"recentSuccess": 30,
"recentSuccessRate": 0.18292682926829268,
"recentTerminal": 164,
"recentWilsonLowerBound": 0.13124639556074277,
"running": 8,
"selectionWeight": 0.6791233159372038,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 27.333333333333332,
"waiting": 4804
2026-09-20 04:31:02 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 1789.8,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-20 07:55:54 +00:00
"qualityFactor": 2.039667048477965,
"queueFactor": 0.8982104524174066,
"queueWeight": 0.8982104524174066,
2026-09-20 07:45:20 +00:00
"recentSuccess": 18,
2026-09-20 07:55:54 +00:00
"recentSuccessRate": 0.36,
"recentTerminal": 50,
"recentWilsonLowerBound": 0.24138562967182875,
2026-09-20 04:31:02 +00:00
"running": 7,
2026-09-20 07:55:54 +00:00
"selectionWeight": 1.8320502623942692,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 8.333333333333334,
"waiting": 14915
2026-09-20 04:31:02 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 435.504,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-20 07:55:54 +00:00
"qualityFactor": 0.48673874979159737,
"queueFactor": 1.1103245895811715,
"queueWeight": 1.1103245895811715,
"recentSuccess": 23,
"recentSuccessRate": 0.184,
"recentTerminal": 125,
"recentWilsonLowerBound": 0.12585324884366855,
2026-09-20 04:31:02 +00:00
"running": 7,
2026-09-20 07:55:54 +00:00
"selectionWeight": 0.5404380025956079,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 20.833333333333332,
"waiting": 9073
2026-09-20 04:31:02 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 37.1072319201995,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-20 07:29:53 +00:00
"recentSuccess": 13,
2026-09-20 07:55:54 +00:00
"recentSuccessRate": 0.032418952618453865,
"recentTerminal": 401,
"recentWilsonLowerBound": 0.019041812514951725,
"running": 24,
2026-09-20 04:31:02 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 66.83333333333333,
"waiting": 2480
2026-09-20 04:31:02 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 91.9125,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-20 07:55:54 +00:00
"qualityFactor": 0.16531015800944587,
2026-09-20 04:31:02 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-20 07:45:20 +00:00
"recentSuccess": 34,
2026-09-20 07:55:54 +00:00
"recentSuccessRate": 0.10625,
"recentTerminal": 320,
"recentWilsonLowerBound": 0.07703432080466016,
"running": 7,
"selectionWeight": 0.21490320541227964,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 53.333333333333336,
"waiting": 4902
2026-09-20 04:31:02 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 1473.1384615384616,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-20 07:55:54 +00:00
"qualityFactor": 0.4446016076673301,
"queueFactor": 0.9248307150524093,
"queueWeight": 0.9248307150524093,
"recentSuccess": 13,
"recentSuccessRate": 0.2,
"recentTerminal": 65,
"recentWilsonLowerBound": 0.12077845770945214,
2026-09-20 04:31:02 +00:00
"running": 2,
2026-09-20 07:55:54 +00:00
"selectionWeight": 0.41118122273242763,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 10.833333333333334,
"waiting": 15959
2026-09-20 04:31:02 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 554.9739130434782,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-20 07:55:54 +00:00
"qualityFactor": 0.5215271179864146,
"queueFactor": 1.0706755735834506,
"queueWeight": 1.0706755735834506,
2026-09-20 07:29:53 +00:00
"recentSuccess": 22,
2026-09-20 07:55:54 +00:00
"recentSuccessRate": 0.19130434782608696,
"recentTerminal": 115,
"recentWilsonLowerBound": 0.12986500788825311,
"running": 8,
"selectionWeight": 0.5583863461894284,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 19.166666666666668,
"waiting": 10637
2026-09-20 04:31:02 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 788.5,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-20 07:55:54 +00:00
"qualityFactor": 1.6767534018731407,
"queueFactor": 1.0157305749230197,
"queueWeight": 1.0157305749230197,
2026-09-20 07:29:53 +00:00
"recentSuccess": 26,
2026-09-20 07:55:54 +00:00
"recentSuccessRate": 0.30952380952380953,
"recentTerminal": 84,
"recentWilsonLowerBound": 0.22081781137605916,
2026-09-20 04:31:02 +00:00
"running": 4,
2026-09-20 07:55:54 +00:00
"selectionWeight": 1.7031296968887342,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 14.0,
"waiting": 11039
2026-09-20 04:31:02 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 1023.4285714285714,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-20 07:55:54 +00:00
"qualityFactor": 1.1498469645160387,
"queueFactor": 0.9767651355574106,
"queueWeight": 0.9767651355574106,
2026-09-20 07:45:20 +00:00
"recentSuccess": 32,
2026-09-20 07:55:54 +00:00
"recentSuccessRate": 0.25396825396825395,
"recentTerminal": 126,
"recentWilsonLowerBound": 0.1860228544733811,
2026-09-20 04:31:02 +00:00
"running": 4,
2026-09-20 07:55:54 +00:00
"selectionWeight": 1.1231304261657857,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 21.0,
"waiting": 21492
2026-09-20 04:31:02 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 263.4591549295775,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-20 07:10:09 +00:00
"qualityFactor": 0.05,
2026-09-20 07:55:54 +00:00
"queueFactor": 1.1972691329443033,
"queueWeight": 1.1972691329443033,
2026-09-20 07:45:20 +00:00
"recentSuccess": 6,
"recentSuccessRate": 0.016901408450704224,
"recentTerminal": 355,
"recentWilsonLowerBound": 0.007768395322384733,
2026-09-20 04:31:02 +00:00
"running": 2,
2026-09-20 07:55:54 +00:00
"selectionWeight": 0.059863456647215166,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": false,
2026-09-20 07:45:20 +00:00
"throughputPerHour": 59.166666666666664,
2026-09-20 07:55:54 +00:00
"waiting": 15588
2026-09-20 04:31:02 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 1735.3469387755104,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-20 07:55:54 +00:00
"qualityFactor": 0.13799680831026928,
"queueFactor": 0.9023828504663248,
"queueWeight": 0.9023828504663248,
2026-09-20 07:45:20 +00:00
"recentSuccess": 7,
2026-09-20 07:55:54 +00:00
"recentSuccessRate": 0.14285714285714285,
"recentTerminal": 49,
"recentWilsonLowerBound": 0.07096333720544586,
"running": 16,
"selectionWeight": 0.12452595323827581,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:55:54 +00:00
"throughputPerHour": 8.166666666666666,
"waiting": 14172
2026-09-20 04:31:02 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-20 07:55:54 +00:00
"backlogHours": 961.4347826086956,
2026-09-20 04:31:02 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-20 07:55:54 +00:00
"qualityFactor": 0.5809221398010926,
"queueFactor": 0.9859634270568455,
"queueWeight": 0.9859634270568455,
"recentSuccess": 19,
"recentSuccessRate": 0.20652173913043478,
2026-09-20 07:45:20 +00:00
"recentTerminal": 92,
2026-09-20 07:55:54 +00:00
"recentWilsonLowerBound": 0.13639031262233317,
2026-09-20 04:31:02 +00:00
"running": 6,
2026-09-20 07:55:54 +00:00
"selectionWeight": 0.5727679838114812,
2026-09-20 04:31:02 +00:00
"stale": false,
"submissionEligible": true,
2026-09-20 07:45:20 +00:00
"throughputPerHour": 15.333333333333334,
2026-09-20 07:55:54 +00:00
"waiting": 14742
2026-09-20 04:31:02 +00:00
}
},
2026-09-20 07:55:54 +00:00
"queueAttemptedAt": "2026-09-20T07:55:53.336544+00:00",
2026-09-20 04:31:02 +00:00
"queueError": null,
2026-09-20 07:55:54 +00:00
"queueUpdatedAt": "2026-09-20T07:55:53.336544+00:00",
2026-09-20 04:31:02 +00:00
"supportedGpus": [
"Vastai_va16",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"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
}