Files
submmit/.modelhub_state/market_intelligence.json

712 lines
22 KiB
JSON
Raw Normal View History

2026-09-27 15:37:40 +00:00
{
2026-09-27 23:20:18 +00:00
"communityAttemptedAt": "2026-09-27T23:20:08.272295+00:00",
2026-09-27 15:37:40 +00:00
"communityError": null,
"communitySample": {},
2026-09-27 23:20:18 +00:00
"communityUpdatedAt": "2026-09-27T23:20:08.272295+00:00",
2026-09-27 17:30:31 +00:00
"frameworkAttemptedAt": "2026-09-27T17:28:45.776929+00:00",
2026-09-27 15:37:40 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 17:30:31 +00:00
"modelCount": 34340,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 15565,
"successRate": 0.4532615026208503,
"wilsonLowerBound": 0.4480017583119955
2026-09-27 15:37:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 38236,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 10792,
"successRate": 0.2822470969766712,
"wilsonLowerBound": 0.27775763469344444
2026-09-27 15:37:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 17:30:31 +00:00
"modelCount": 10452,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 4384,
"successRate": 0.41944125526215076,
"wilsonLowerBound": 0.4100120248586809
2026-09-27 15:37:40 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64125,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12091,
"successRate": 0.18855360623781675,
"wilsonLowerBound": 0.1855447576196219
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 22266,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 4617,
"successRate": 0.20735650767987066,
"wilsonLowerBound": 0.20208204826914544
2026-09-27 15:37:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 17:30:31 +00:00
"modelCount": 6853,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 74,
2026-09-27 17:30:31 +00:00
"successRate": 0.010798190573471473,
"wilsonLowerBound": 0.008610651424773005
2026-09-27 15:37:40 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 26424,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3248,
2026-09-27 17:30:31 +00:00
"successRate": 0.12291855888586134,
"wilsonLowerBound": 0.11901428061898077
2026-09-27 15:37:40 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16485,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10166818319684562,
"wilsonLowerBound": 0.09714717632753626
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-27 17:30:31 +00:00
"modelCount": 12705,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 5251,
"successRate": 0.41330184966548605,
"wilsonLowerBound": 0.4047666296138237
2026-09-27 15:37:40 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 24426,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3796,
2026-09-27 17:30:31 +00:00
"successRate": 0.1554081716204045,
"wilsonLowerBound": 0.1509188957664179
2026-09-27 15:37:40 +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",
2026-09-27 17:30:31 +00:00
"modelCount": 46269,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 11526,
"successRate": 0.2491084743564806,
"wilsonLowerBound": 0.24518852611371802
2026-09-27 15:37:40 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-27 17:30:31 +00:00
"modelCount": 23522,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3093,
2026-09-27 17:30:31 +00:00
"successRate": 0.13149392058498427,
"wilsonLowerBound": 0.127235276848122
2026-09-27 15:37:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 86774,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-27 17:30:31 +00:00
"successRate": 0.11252218406435108,
"wilsonLowerBound": 0.1104367022573841
2026-09-27 15:37:40 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 42515,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 5209,
"successRate": 0.12252146301305422,
"wilsonLowerBound": 0.1194387198583957
2026-09-27 15:37:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 37163,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 3520,
"successRate": 0.09471786454269031,
"wilsonLowerBound": 0.09178240991852564
2026-09-27 15:37:40 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 17:30:31 +00:00
"modelCount": 89992,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 21768,
"successRate": 0.24188816783714107,
"wilsonLowerBound": 0.23910135026351376
2026-09-27 15:37:40 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-27 17:30:31 +00:00
"modelCount": 5363,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 579,
"successRate": 0.10796196158866306,
"wilsonLowerBound": 0.0999350582920646
2026-09-27 15:37:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 112730,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16525,
2026-09-27 17:30:31 +00:00
"successRate": 0.1465891954226914,
"wilsonLowerBound": 0.14453649383019074
2026-09-27 15:37:40 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-27 17:30:31 +00:00
"modelCount": 19710,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 3689,
"successRate": 0.1871638762049721,
"wilsonLowerBound": 0.18177968393086766
2026-09-27 15:37:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 43151,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 5611,
"successRate": 0.1300317489745313,
"wilsonLowerBound": 0.1268911641948798
2026-09-27 15:37:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 17:30:31 +00:00
"modelCount": 7213,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 624,
"successRate": 0.08651046721197837,
"wilsonLowerBound": 0.08024096293476098
2026-09-27 15:37:40 +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",
2026-09-27 17:30:31 +00:00
"modelCount": 32212,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 6032,
"successRate": 0.18725940643238545,
"wilsonLowerBound": 0.18303644270045658
2026-09-27 15:37:40 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 61218,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12401,
2026-09-27 17:30:31 +00:00
"successRate": 0.20257113920742265,
"wilsonLowerBound": 0.19940600750877482
2026-09-27 15:37:40 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 10301,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 3038,
"successRate": 0.2949228230268906,
"wilsonLowerBound": 0.28619437744292164
2026-09-27 15:37:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 17:30:31 +00:00
"modelCount": 14119,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 3549,
"successRate": 0.2513634110064452,
"wilsonLowerBound": 0.24427618599472686
2026-09-27 15:37:40 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 63808,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 17488,
"successRate": 0.27407221664994985,
"wilsonLowerBound": 0.270624926316488
2026-09-27 15:37:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 17:30:31 +00:00
"modelCount": 221,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 144,
"successRate": 0.6515837104072398,
"wilsonLowerBound": 0.5866594552975183
2026-09-27 15:37:40 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 17:30:31 +00:00
"modelCount": 47232,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 20862,
"successRate": 0.4416920731707317,
"wilsonLowerBound": 0.43721847397265107
2026-09-27 15:37:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 37598,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 3928,
"successRate": 0.10447364221501143,
"wilsonLowerBound": 0.10142211051791826
2026-09-27 15:37:40 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-27 17:30:31 +00:00
"modelCount": 772,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6282,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030563514804202482,
"wilsonLowerBound": 0.02658539726335166
},
"vllm": {
"framework": "vllm",
"modelCount": 10040,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 743,
"successRate": 0.07400398406374502,
"wilsonLowerBound": 0.06904470201407993
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 6395,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 2756,
"successRate": 0.4309616888193902,
"wilsonLowerBound": 0.4188693036366709
2026-09-27 15:37:40 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7393,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 241,
"successRate": 0.032598403895576895,
"wilsonLowerBound": 0.028786866472004326
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 13913,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 4522,
"successRate": 0.32501976568676777,
"wilsonLowerBound": 0.31728600834990184
2026-09-27 15:37:40 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-27 17:30:31 +00:00
"modelCount": 27137,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 13820,
"successRate": 0.5092677893650736,
"wilsonLowerBound": 0.5033189041317153
2026-09-27 15:37:40 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-27 17:30:31 +00:00
"modelCount": 64131,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 6596,
"successRate": 0.10285197486395035,
"wilsonLowerBound": 0.10052467135547719
2026-09-27 15:37:40 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-27 17:30:31 +00:00
"modelCount": 12921,
2026-09-27 15:37:40 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-27 17:30:31 +00:00
"successCount": 1958,
"successRate": 0.1515362588034982,
"wilsonLowerBound": 0.14545711489941984
2026-09-27 15:37:40 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-27 23:22:16 +00:00
"generatedAt": "2026-09-27T23:22:15.374393+00:00",
2026-09-27 15:37:40 +00:00
"gpuStats": {
"Ascend_910-b4": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 1402.8292682926829,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-27 23:16:01 +00:00
"qualityFactor": 2.270077565195069,
"queueFactor": 0.8964002254171258,
"queueWeight": 0.8964002254171258,
"recentSuccess": 52,
"recentSuccessRate": 0.42276422764227645,
2026-09-27 23:04:40 +00:00
"recentTerminal": 123,
2026-09-27 23:16:01 +00:00
"recentWilsonLowerBound": 0.33910082135330494,
"running": 9,
"selectionWeight": 2.03489804115522,
2026-09-27 15:37:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 23:04:40 +00:00
"throughputPerHour": 20.5,
2026-09-27 23:16:01 +00:00
"waiting": 28758
2026-09-27 15:37:40 +00:00
},
"Biren_166m": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 131.04347826086956,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.3079440370643365,
"queueFactor": 1.2792056473277278,
"queueWeight": 1.2792056473277278,
"recentSuccess": 38,
"recentSuccessRate": 0.18357487922705315,
"recentTerminal": 207,
"recentWilsonLowerBound": 0.13676637710407916,
"running": 10,
"selectionWeight": 0.39392375127359835,
2026-09-27 15:37:40 +00:00
"stale": false,
"submissionEligible": false,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 34.5,
"waiting": 4521
2026-09-27 15:37:40 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 1382.955223880597,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-27 23:16:01 +00:00
"qualityFactor": 1.0698238462599607,
"queueFactor": 0.8983208131679798,
"queueWeight": 0.8983208131679798,
"recentSuccess": 23,
"recentSuccessRate": 0.34328358208955223,
"recentTerminal": 67,
"recentWilsonLowerBound": 0.24088841959339713,
2026-09-27 21:24:11 +00:00
"running": 7,
2026-09-27 23:16:01 +00:00
"selectionWeight": 0.9610450275187438,
2026-09-27 15:37:40 +00:00
"stale": false,
2026-09-27 18:34:52 +00:00
"submissionEligible": true,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 11.166666666666666,
"waiting": 15443
2026-09-27 15:37:40 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 498.5,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.44689584868980753,
"queueFactor": 1.0468944692387647,
"queueWeight": 1.0468944692387647,
"recentSuccess": 25,
"recentSuccessRate": 0.23148148148148148,
"recentTerminal": 108,
"recentWilsonLowerBound": 0.1619925471777863,
2026-09-27 21:24:11 +00:00
"running": 7,
2026-09-27 23:16:01 +00:00
"selectionWeight": 0.46785279231912336,
2026-09-27 15:37:40 +00:00
"stale": false,
2026-09-27 22:19:27 +00:00
"submissionEligible": true,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 18.0,
"waiting": 8973
2026-09-27 15:37:40 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 36.23863636363637,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-27 22:07:23 +00:00
"recentSuccess": 10,
2026-09-27 23:16:01 +00:00
"recentSuccessRate": 0.028409090909090908,
"recentTerminal": 352,
"recentWilsonLowerBound": 0.01550289266135798,
"running": 26,
2026-09-27 15:37:40 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 58.666666666666664,
"waiting": 2126
2026-09-27 15:37:40 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 128.67567567567568,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.5867457051592174,
"queueFactor": 1.2827092046167028,
"queueWeight": 1.2827092046167028,
"recentSuccess": 52,
"recentSuccessRate": 0.23423423423423423,
"recentTerminal": 222,
"recentWilsonLowerBound": 0.18333362460112254,
"running": 5,
"selectionWeight": 0.7526241167770462,
2026-09-27 15:37:40 +00:00
"stale": false,
2026-09-27 22:07:23 +00:00
"submissionEligible": true,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 37.0,
"waiting": 4761
2026-09-27 15:37:40 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 2438.4,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-27 23:16:01 +00:00
"qualityFactor": 1.3030650497301615,
"queueFactor": 0.8250626690287252,
"queueWeight": 0.8250626690287252,
2026-09-27 23:04:40 +00:00
"recentSuccess": 16,
"recentSuccessRate": 0.4,
2026-09-27 22:53:32 +00:00
"recentTerminal": 40,
2026-09-27 23:04:40 +00:00
"recentWilsonLowerBound": 0.2634811061240136,
2026-09-27 16:01:07 +00:00
"running": 2,
2026-09-27 23:16:01 +00:00
"selectionWeight": 1.0751103278484155,
2026-09-27 15:37:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 22:53:32 +00:00
"throughputPerHour": 6.666666666666667,
2026-09-27 23:16:01 +00:00
"waiting": 16256
2026-09-27 15:37:40 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 446.0,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.5742089819028702,
"queueFactor": 1.0645166314479118,
"queueWeight": 1.0645166314479118,
2026-09-27 22:30:21 +00:00
"recentSuccess": 32,
2026-09-27 23:04:40 +00:00
"recentSuccessRate": 0.24806201550387597,
"recentTerminal": 129,
"recentWilsonLowerBound": 0.1815425856479483,
"running": 8,
2026-09-27 23:16:01 +00:00
"selectionWeight": 0.6112550111623782,
2026-09-27 15:37:40 +00:00
"stale": false,
2026-09-27 18:46:36 +00:00
"submissionEligible": true,
2026-09-27 23:04:40 +00:00
"throughputPerHour": 21.5,
2026-09-27 23:16:01 +00:00
"waiting": 9589
2026-09-27 15:37:40 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 638.4242424242424,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.8873816001415424,
"queueFactor": 1.0087563332327234,
"queueWeight": 1.0087563332327234,
"recentSuccess": 30,
"recentSuccessRate": 0.30303030303030304,
"recentTerminal": 99,
"recentWilsonLowerBound": 0.22126156934946595,
2026-09-27 17:26:35 +00:00
"running": 4,
2026-09-27 23:16:01 +00:00
"selectionWeight": 0.8951518091369691,
2026-09-27 15:37:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 16.5,
"waiting": 10534
2026-09-27 15:37:40 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 1985.8181818181818,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-27 23:16:01 +00:00
"qualityFactor": 2.5,
"queueFactor": 0.8508671510490804,
"queueWeight": 0.8508671510490804,
2026-09-27 23:04:40 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.4696969696969697,
"recentTerminal": 66,
"recentWilsonLowerBound": 0.35430230971911897,
2026-09-27 22:07:23 +00:00
"running": 4,
2026-09-27 23:16:01 +00:00
"selectionWeight": 2.1271678776227008,
2026-09-27 15:37:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 23:04:40 +00:00
"throughputPerHour": 11.0,
2026-09-27 23:16:01 +00:00
"waiting": 21844
2026-09-27 15:37:40 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 4007.7599999999998,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.7300317077960354,
"queueFactor": 0.7658036357050515,
"queueWeight": 0.7658036357050515,
2026-09-27 22:53:32 +00:00
"recentSuccess": 9,
2026-09-27 23:04:40 +00:00
"recentSuccessRate": 0.36,
"recentTerminal": 25,
"recentWilsonLowerBound": 0.20247656431735636,
2026-09-27 17:59:56 +00:00
"running": 2,
2026-09-27 23:16:01 +00:00
"selectionWeight": 0.5590609360101717,
2026-09-27 15:37:40 +00:00
"stale": false,
2026-09-27 22:07:23 +00:00
"submissionEligible": true,
2026-09-27 23:04:40 +00:00
"throughputPerHour": 4.166666666666667,
2026-09-27 23:16:01 +00:00
"waiting": 16699
2026-09-27 15:37:40 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 676.6299212598425,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.9990254767560569,
2026-09-27 17:16:23 +00:00
"queueFactor": 1.0,
"queueWeight": 1.0,
2026-09-27 23:04:40 +00:00
"recentSuccess": 39,
2026-09-27 23:16:01 +00:00
"recentSuccessRate": 0.30708661417322836,
"recentTerminal": 127,
"recentWilsonLowerBound": 0.23350688497514036,
"running": 17,
"selectionWeight": 0.9990254767560569,
2026-09-27 15:37:40 +00:00
"stale": false,
"submissionEligible": true,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 21.166666666666668,
"waiting": 14322
2026-09-27 15:37:40 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-27 23:16:01 +00:00
"backlogHours": 1080.909090909091,
2026-09-27 15:37:40 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-27 23:16:01 +00:00
"qualityFactor": 0.3861259429888215,
"queueFactor": 0.9321467815322411,
"queueWeight": 0.9321467815322411,
"recentSuccess": 22,
"recentSuccessRate": 0.2222222222222222,
"recentTerminal": 99,
"recentWilsonLowerBound": 0.1515799287727833,
2026-09-27 22:30:21 +00:00
"running": 6,
2026-09-27 23:16:01 +00:00
"selectionWeight": 0.3599260550231316,
2026-09-27 15:37:40 +00:00
"stale": false,
2026-09-27 22:30:21 +00:00
"submissionEligible": true,
2026-09-27 23:16:01 +00:00
"throughputPerHour": 16.5,
"waiting": 17835
2026-09-27 15:37:40 +00:00
}
},
2026-09-27 23:16:01 +00:00
"queueAttemptedAt": "2026-09-27T23:15:28.169329+00:00",
2026-09-27 15:37:40 +00:00
"queueError": null,
2026-09-27 23:16:01 +00:00
"queueUpdatedAt": "2026-09-27T23:15:28.169329+00:00",
2026-09-27 15:37:40 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"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
}