Files
submmit/.modelhub_state/market_intelligence.json

703 lines
22 KiB
JSON
Raw Normal View History

2026-09-10 23:10:45 +00:00
{
2026-09-11 05:44:54 +00:00
"communityAttemptedAt": "2026-09-11T05:43:10.790655+00:00",
2026-09-10 23:10:45 +00:00
"communityError": null,
"communitySample": {},
2026-09-11 05:44:54 +00:00
"communityUpdatedAt": "2026-09-11T05:43:10.790655+00:00",
2026-09-11 02:38:17 +00:00
"frameworkAttemptedAt": "2026-09-11T02:36:24.395876+00:00",
2026-09-10 23:10:45 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 02:38:17 +00:00
"modelCount": 31495,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 13572,
"successRate": 0.4309255437371011,
"wilsonLowerBound": 0.4254651312965495
2026-09-10 23:10:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 36599,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 10459,
"successRate": 0.2857728353233695,
"wilsonLowerBound": 0.2811669025735604
2026-09-10 23:10:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 02:38:17 +00:00
"modelCount": 7073,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 3224,
"successRate": 0.45581789905273573,
"wilsonLowerBound": 0.44423795357071194
2026-09-10 23:10:45 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 63802,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12060,
2026-09-11 02:38:17 +00:00
"successRate": 0.18902228770257987,
"wilsonLowerBound": 0.18600295990435917
2026-09-10 23:10:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 14143,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 2792,
"successRate": 0.19741214735204696,
"wilsonLowerBound": 0.190934469887834
2026-09-10 23:10:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 02:38:17 +00:00
"modelCount": 5198,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
2026-09-11 02:38:17 +00:00
"successRate": 0.007118122354751828,
"wilsonLowerBound": 0.005168709921226309
2026-09-10 23:10:45 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 25981,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3188,
2026-09-11 02:38:17 +00:00
"successRate": 0.1227050536930834,
"wilsonLowerBound": 0.11877111204259122
2026-09-10 23:10:45 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16453,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1672,
"successRate": 0.10162280435178994,
"wilsonLowerBound": 0.09709841674558665
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-11 02:38:17 +00:00
"modelCount": 9510,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 4122,
"successRate": 0.4334384858044164,
"wilsonLowerBound": 0.42350748095435564
2026-09-10 23:10:45 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 24035,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3771,
2026-09-11 02:38:17 +00:00
"successRate": 0.15689619305179947,
"wilsonLowerBound": 0.15235293968133534
2026-09-10 23:10:45 +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",
2026-09-11 02:38:17 +00:00
"modelCount": 39614,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 9993,
"successRate": 0.2522593022668754,
"wilsonLowerBound": 0.24800654764012037
2026-09-10 23:10:45 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-11 02:38:17 +00:00
"modelCount": 22925,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 3029,
"successRate": 0.13212649945474372,
"wilsonLowerBound": 0.12780453252012813
2026-09-10 23:10:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 86493,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9762,
2026-09-11 02:38:17 +00:00
"successRate": 0.1128646248829385,
"wilsonLowerBound": 0.11077297578003144
2026-09-10 23:10:45 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 38700,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 4749,
"successRate": 0.12271317829457365,
"wilsonLowerBound": 0.11948155852399256
2026-09-10 23:10:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 26210,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 3229,
"successRate": 0.12319725295688669,
"wilsonLowerBound": 0.1192733804638484
2026-09-10 23:10:45 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 02:38:17 +00:00
"modelCount": 87463,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 20339,
"successRate": 0.23254404719710048,
"wilsonLowerBound": 0.22975605524375456
2026-09-10 23:10:45 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-11 02:38:17 +00:00
"modelCount": 5060,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 562,
2026-09-11 02:38:17 +00:00
"successRate": 0.11106719367588933,
"wilsonLowerBound": 0.1027026950397921
2026-09-10 23:10:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 112429,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16502,
2026-09-11 02:38:17 +00:00
"successRate": 0.1467770770886515,
"wilsonLowerBound": 0.14472054254410907
2026-09-10 23:10:45 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-11 02:38:17 +00:00
"modelCount": 15666,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 3206,
"successRate": 0.20464700625558535,
"wilsonLowerBound": 0.1984020644073587
2026-09-10 23:10:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 42453,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 5515,
"successRate": 0.12990836925541185,
"wilsonLowerBound": 0.1267436451680447
2026-09-10 23:10:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 02:38:17 +00:00
"modelCount": 6053,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 471,
"successRate": 0.07781265488187676,
"wilsonLowerBound": 0.0713287871643087
2026-09-10 23:10:45 +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",
2026-09-11 02:38:17 +00:00
"modelCount": 29947,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 5118,
"successRate": 0.17090192673723578,
"wilsonLowerBound": 0.16668080480645717
2026-09-10 23:10:45 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 60739,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12377,
2026-09-11 02:38:17 +00:00
"successRate": 0.20377352277778693,
"wilsonLowerBound": 0.2005888796542369
2026-09-10 23:10:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 6091,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 1798,
"successRate": 0.2951896240354622,
"wilsonLowerBound": 0.2838665109879639
2026-09-10 23:10:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 02:38:17 +00:00
"modelCount": 11751,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 3083,
"successRate": 0.26236065015743343,
"wilsonLowerBound": 0.25448515205520367
2026-09-10 23:10:45 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 58310,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 15875,
"successRate": 0.27225175784599553,
"wilsonLowerBound": 0.26865391154708085
2026-09-10 23:10:45 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 02:38:17 +00:00
"modelCount": 45880,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 19907,
"successRate": 0.4338927637314734,
"wilsonLowerBound": 0.4293634053024654
2026-09-10 23:10:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 35367,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2968,
2026-09-11 02:38:17 +00:00
"successRate": 0.08392003845392598,
"wilsonLowerBound": 0.08107530733996707
2026-09-10 23:10:45 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-11 02:38:17 +00:00
"modelCount": 238,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
2026-09-11 02:38:17 +00:00
"wilsonLowerBound": 1.7071677795816769e-18
2026-09-10 23:10:45 +00:00
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6273,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030607364897178385,
"wilsonLowerBound": 0.02662361262856994
},
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 9998,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 729,
"successRate": 0.07291458291658331,
"wilsonLowerBound": 0.06798052485823007
2026-09-10 23:10:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 5404,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 2265,
"successRate": 0.4191339748334567,
"wilsonLowerBound": 0.4060403027215072
2026-09-10 23:10:45 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 7361,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
2026-09-11 02:38:17 +00:00
"successRate": 0.031925010188833036,
"wilsonLowerBound": 0.028146666087929238
2026-09-10 23:10:45 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 9968,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 3423,
"successRate": 0.3433988764044944,
"wilsonLowerBound": 0.33413895256060566
2026-09-10 23:10:45 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-11 02:38:17 +00:00
"modelCount": 25654,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 12901,
"successRate": 0.5028845404225462,
"wilsonLowerBound": 0.49676611815838956
2026-09-10 23:10:45 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-11 02:38:17 +00:00
"modelCount": 60475,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 5872,
"successRate": 0.09709797436957421,
"wilsonLowerBound": 0.0947636031553658
2026-09-10 23:10:45 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-11 02:38:17 +00:00
"modelCount": 12048,
2026-09-10 23:10:45 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-11 02:38:17 +00:00
"successCount": 1648,
"successRate": 0.13678618857901725,
"wilsonLowerBound": 0.13076594196112173
2026-09-10 23:10:45 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-11 05:56:29 +00:00
"generatedAt": "2026-09-11T05:54:52.770636+00:00",
2026-09-10 23:10:45 +00:00
"gpuStats": {
"Ascend_910-b4": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 1107.2432432432431,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-11 05:29:57 +00:00
"qualityFactor": 2.5,
2026-09-11 05:53:41 +00:00
"queueFactor": 0.9271893326085489,
"queueWeight": 0.9271893326085489,
"recentSuccess": 51,
"recentSuccessRate": 0.34459459459459457,
"recentTerminal": 148,
"recentWilsonLowerBound": 0.2728332041114695,
2026-09-11 04:44:30 +00:00
"running": 8,
2026-09-11 05:53:41 +00:00
"selectionWeight": 2.317973331521372,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 24.666666666666668,
"waiting": 27312
2026-09-10 23:10:45 +00:00
},
"Biren_166m": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 148.1142857142857,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-11 05:53:41 +00:00
"qualityFactor": 0.47047966729507784,
"queueFactor": 1.2537626846598602,
"queueWeight": 1.2537626846598602,
"recentSuccess": 31,
"recentSuccessRate": 0.17714285714285713,
"recentTerminal": 175,
"recentWilsonLowerBound": 0.12769395467301328,
2026-09-11 04:44:30 +00:00
"running": 8,
2026-09-11 05:53:41 +00:00
"selectionWeight": 0.5898698507457546,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 29.166666666666668,
"waiting": 4320
2026-09-10 23:10:45 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 1088.6923076923076,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-11 05:53:41 +00:00
"qualityFactor": 1.0428195641561253,
"queueFactor": 0.929542195916778,
"queueWeight": 0.929542195916778,
2026-09-11 05:42:04 +00:00
"recentSuccess": 21,
2026-09-11 05:53:41 +00:00
"recentSuccessRate": 0.2692307692307692,
"recentTerminal": 78,
"recentWilsonLowerBound": 0.18335480551618466,
2026-09-11 00:23:47 +00:00
"running": 7,
2026-09-11 05:53:41 +00:00
"selectionWeight": 0.9693447876106621,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 13.0,
2026-09-11 05:42:04 +00:00
"waiting": 14153
2026-09-10 23:10:45 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 506.1346153846154,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-11 05:53:41 +00:00
"qualityFactor": 1.4078823709566706,
"queueFactor": 1.042713451390487,
"queueWeight": 1.042713451390487,
"recentSuccess": 30,
"recentSuccessRate": 0.28846153846153844,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.21015782725460305,
2026-09-11 01:54:11 +00:00
"running": 7,
2026-09-11 05:53:41 +00:00
"selectionWeight": 1.4680178861720519,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 8773
2026-09-10 23:10:45 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 106.5909090909091,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-09-11 05:53:41 +00:00
"qualityFactor": 0.08434686642977135,
2026-09-11 04:44:30 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-11 05:53:41 +00:00
"recentSuccess": 13,
"recentSuccessRate": 0.09848484848484848,
"recentTerminal": 132,
"recentWilsonLowerBound": 0.058460823028404656,
"running": 4,
"selectionWeight": 0.10965092635870276,
2026-09-10 23:10:45 +00:00
"stale": false,
2026-09-11 05:42:04 +00:00
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 22.0,
2026-09-11 05:42:04 +00:00
"waiting": 2345
2026-09-10 23:10:45 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 123.54098360655738,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-11 05:53:41 +00:00
"qualityFactor": 0.15150115704598072,
"queueFactor": 1.2883481079168633,
"queueWeight": 1.2883481079168633,
2026-09-11 05:42:04 +00:00
"recentSuccess": 21,
"recentSuccessRate": 0.11475409836065574,
"recentTerminal": 183,
"recentWilsonLowerBound": 0.07629168316449057,
2026-09-11 05:53:41 +00:00
"running": 4,
"selectionWeight": 0.19518622902740482,
2026-09-10 23:10:45 +00:00
"stale": false,
2026-09-11 03:24:05 +00:00
"submissionEligible": true,
2026-09-11 05:42:04 +00:00
"throughputPerHour": 30.5,
2026-09-11 05:53:41 +00:00
"waiting": 3768
2026-09-10 23:10:45 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 2171.4418604651164,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-11 05:53:41 +00:00
"qualityFactor": 2.31862797973539,
"queueFactor": 0.8380938452848644,
"queueWeight": 0.8380938452848644,
"recentSuccess": 17,
"recentSuccessRate": 0.3953488372093023,
"recentTerminal": 43,
"recentWilsonLowerBound": 0.263651061984564,
2026-09-10 23:10:45 +00:00
"running": 2,
2026-09-11 05:53:41 +00:00
"selectionWeight": 1.9432278393215097,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 7.166666666666667,
"waiting": 15562
2026-09-10 23:10:45 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 668.9072164948453,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-11 05:53:41 +00:00
"qualityFactor": 0.8105591340116053,
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 23,
"recentSuccessRate": 0.23711340206185566,
"recentTerminal": 97,
"recentWilsonLowerBound": 0.16351360857927175,
2026-09-10 23:29:58 +00:00
"running": 7,
2026-09-11 05:53:41 +00:00
"selectionWeight": 0.8105591340116053,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 16.166666666666668,
"waiting": 10814
2026-09-10 23:10:45 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 673.009900990099,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-11 05:53:41 +00:00
"qualityFactor": 1.0278192895646838,
"queueFactor": 0.9990832184122155,
"queueWeight": 0.9990832184122155,
"recentSuccess": 26,
"recentSuccessRate": 0.25742574257425743,
"recentTerminal": 101,
"recentWilsonLowerBound": 0.18215123164243846,
2026-09-11 04:44:30 +00:00
"running": 4,
2026-09-11 05:53:41 +00:00
"selectionWeight": 1.0268770037644412,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 16.833333333333332,
"waiting": 11329
2026-09-10 23:10:45 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 629.4384236453202,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 0.05,
2026-09-11 05:53:41 +00:00
"queueFactor": 1.0091643372097556,
"queueWeight": 1.0091643372097556,
2026-09-11 05:42:04 +00:00
"recentSuccess": 11,
2026-09-11 05:53:41 +00:00
"recentSuccessRate": 0.054187192118226604,
"recentTerminal": 203,
"recentWilsonLowerBound": 0.030523050177652687,
2026-09-11 05:18:25 +00:00
"running": 4,
2026-09-11 05:53:41 +00:00
"selectionWeight": 0.050458216860487785,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": false,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 33.833333333333336,
"waiting": 21296
2026-09-10 23:10:45 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 3732.5217391304345,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-11 05:53:41 +00:00
"qualityFactor": 1.581635934014007,
"queueFactor": 0.7726886453271822,
"queueWeight": 0.7726886453271822,
"recentSuccess": 9,
"recentSuccessRate": 0.391304347826087,
"recentTerminal": 23,
"recentWilsonLowerBound": 0.22157377982382145,
2026-09-11 00:23:47 +00:00
"running": 2,
2026-09-11 05:53:41 +00:00
"selectionWeight": 1.2221121272540756,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 3.8333333333333335,
2026-09-11 05:42:04 +00:00
"waiting": 14308
2026-09-10 23:10:45 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 917.2835820895523,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-11 05:53:41 +00:00
"qualityFactor": 1.2948556126462731,
"queueFactor": 0.9537385544415105,
"queueWeight": 0.9537385544415105,
2026-09-11 05:29:57 +00:00
"recentSuccess": 20,
2026-09-11 05:53:41 +00:00
"recentSuccessRate": 0.29850746268656714,
"recentTerminal": 67,
"recentWilsonLowerBound": 0.20231361154976887,
2026-09-11 00:23:47 +00:00
"running": 16,
2026-09-11 05:53:41 +00:00
"selectionWeight": 1.234953720215733,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 11.166666666666666,
"waiting": 10243
2026-09-10 23:10:45 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-11 05:53:41 +00:00
"backlogHours": 604.813953488372,
2026-09-10 23:10:45 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-11 05:53:41 +00:00
"qualityFactor": 2.1831816848020287,
"queueFactor": 1.0152233826657948,
"queueWeight": 1.0152233826657948,
2026-09-11 05:29:57 +00:00
"recentSuccess": 30,
2026-09-11 05:53:41 +00:00
"recentSuccessRate": 0.3488372093023256,
"recentTerminal": 86,
"recentWilsonLowerBound": 0.25653531818332953,
2026-09-11 04:44:30 +00:00
"running": 6,
2026-09-11 05:53:41 +00:00
"selectionWeight": 2.2164170950187247,
2026-09-10 23:10:45 +00:00
"stale": false,
"submissionEligible": true,
2026-09-11 05:53:41 +00:00
"throughputPerHour": 14.333333333333334,
"waiting": 8669
2026-09-10 23:10:45 +00:00
}
},
2026-09-11 05:53:41 +00:00
"queueAttemptedAt": "2026-09-11T05:51:34.701342+00:00",
2026-09-10 23:10:45 +00:00
"queueError": null,
2026-09-11 05:53:41 +00:00
"queueUpdatedAt": "2026-09-11T05:51:34.701342+00:00",
2026-09-10 23:10:45 +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",
"Iluvatar_bi-100",
"Biren_166m",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}