Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-09-29 02:22:10 +00:00
{
2026-09-29 09:08:34 +00:00
"communityAttemptedAt": "2026-09-29T09:07:23.471822+00:00",
2026-09-29 02:22:10 +00:00
"communityError": null,
"communitySample": {},
2026-09-29 09:08:34 +00:00
"communityUpdatedAt": "2026-09-29T09:07:23.471822+00:00",
2026-09-29 08:19:09 +00:00
"frameworkAttemptedAt": "2026-09-29T08:15:30.056315+00:00",
2026-09-29 02:22:10 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 08:19:09 +00:00
"modelCount": 40092,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 19440,
"successRate": 0.48488476504040706,
"wilsonLowerBound": 0.47999430963600515
2026-09-29 02:22:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 53667,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 14934,
"successRate": 0.2782715635306613,
"wilsonLowerBound": 0.27449592602705325
2026-09-29 02:22:10 +00:00
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 0,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 08:19:09 +00:00
"modelCount": 3118,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 881,
"successRate": 0.28255291853752407,
"wilsonLowerBound": 0.26702411128367387
2026-09-29 02:22:10 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 08:19:09 +00:00
"modelCount": 34608,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 15765,
"successRate": 0.45553051317614424,
"wilsonLowerBound": 0.45028871038539975
2026-09-29 02:22:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 38529,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 10825,
"successRate": 0.2809572010693244,
"wilsonLowerBound": 0.2764911391626131
2026-09-29 02:22:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 08:19:09 +00:00
"modelCount": 10683,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 4472,
"successRate": 0.4186090049611532,
"wilsonLowerBound": 0.40928481012393897
2026-09-29 02:22:10 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 64135,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12092,
2026-09-29 08:19:09 +00:00
"successRate": 0.18853979886177594,
"wilsonLowerBound": 0.1855312692711016
2026-09-29 02:22:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 23271,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 4789,
"successRate": 0.2057926174208242,
"wilsonLowerBound": 0.20064703878371137
2026-09-29 02:22:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 08:19:09 +00:00
"modelCount": 6964,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 77,
"successRate": 0.01105686387133831,
"wilsonLowerBound": 0.008856357819547396
2026-09-29 02:22:10 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 26453,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3249,
2026-09-29 08:19:09 +00:00
"successRate": 0.12282160813518316,
"wilsonLowerBound": 0.11892079644703475
2026-09-29 02:22:10 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-09-29 08:19:09 +00:00
"modelCount": 16489,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
2026-09-29 08:19:09 +00:00
"successRate": 0.10164351992237249,
"wilsonLowerBound": 0.09712355199628998
2026-09-29 02:22:10 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-29 08:19:09 +00:00
"modelCount": 13058,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 5359,
"successRate": 0.4103997549395007,
"wilsonLowerBound": 0.4019900724331346
2026-09-29 02:22:10 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 24455,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3796,
2026-09-29 08:19:09 +00:00
"successRate": 0.15522388059701492,
"wilsonLowerBound": 0.15073946153538023
2026-09-29 02:22:10 +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",
2026-09-29 08:19:09 +00:00
"modelCount": 46926,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 11670,
"successRate": 0.2486894259046158,
"wilsonLowerBound": 0.24479910466874283
2026-09-29 02:22:10 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-29 08:19:09 +00:00
"modelCount": 23573,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 3098,
"successRate": 0.13142154159419675,
"wilsonLowerBound": 0.12716846144564692
2026-09-29 02:22:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 86801,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9766,
2026-09-29 08:19:09 +00:00
"successRate": 0.11251022453658369,
"wilsonLowerBound": 0.11042516252583366
2026-09-29 02:22:10 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 43007,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 5262,
"successRate": 0.12235217522728858,
"wilsonLowerBound": 0.11928877980081794
2026-09-29 02:22:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 38349,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 3546,
"successRate": 0.09246655714620981,
"wilsonLowerBound": 0.08960787165416206
2026-09-29 02:22:10 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 08:19:09 +00:00
"modelCount": 90373,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 21972,
"successRate": 0.24312571232558397,
"wilsonLowerBound": 0.24033985232030614
2026-09-29 02:22:10 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-29 08:19:09 +00:00
"modelCount": 5394,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 579,
2026-09-29 08:19:09 +00:00
"successRate": 0.10734149054505006,
"wilsonLowerBound": 0.09935826083660061
2026-09-29 02:22:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 112750,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 16526,
"successRate": 0.14657206208425722,
"wilsonLowerBound": 0.14451964199993209
2026-09-29 02:22:10 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-29 08:19:09 +00:00
"modelCount": 20211,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 3707,
"successRate": 0.18341497204492602,
"wilsonLowerBound": 0.17813973999992447
2026-09-29 02:22:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 43276,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5631,
2026-09-29 08:19:09 +00:00
"successRate": 0.13011831037988725,
"wilsonLowerBound": 0.1269813127427721
2026-09-29 02:22:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 08:19:09 +00:00
"modelCount": 7350,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 652,
"successRate": 0.08870748299319728,
"wilsonLowerBound": 0.08242036583105138
2026-09-29 02:22:10 +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",
2026-09-29 08:19:09 +00:00
"modelCount": 32452,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 6120,
"successRate": 0.18858621964747935,
"wilsonLowerBound": 0.18436707519161827
2026-09-29 02:22:10 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 61261,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12404,
2026-09-29 08:19:09 +00:00
"successRate": 0.20247792233231582,
"wilsonLowerBound": 0.19931444726155095
2026-09-29 02:22:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 10882,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 3192,
"successRate": 0.29332843227347916,
"wilsonLowerBound": 0.2848482034723206
2026-09-29 02:22:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 08:19:09 +00:00
"modelCount": 14276,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 3585,
"successRate": 0.2511207621182404,
"wilsonLowerBound": 0.24407458501202675
2026-09-29 02:22:10 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 64336,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 17633,
"successRate": 0.27407672220840584,
"wilsonLowerBound": 0.27064353259963125
2026-09-29 02:22:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 08:19:09 +00:00
"modelCount": 294,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 187,
"successRate": 0.6360544217687075,
"wilsonLowerBound": 0.579629129845499
2026-09-29 02:22:10 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 08:19:09 +00:00
"modelCount": 47370,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 20957,
"successRate": 0.4424108085286046,
"wilsonLowerBound": 0.4379429095585256
2026-09-29 02:22:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 37851,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 4018,
"successRate": 0.10615307389500937,
"wilsonLowerBound": 0.1030897032795641
2026-09-29 02:22:10 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-29 08:19:09 +00:00
"modelCount": 794,
2026-09-29 02:22:10 +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",
2026-09-29 08:19:09 +00:00
"modelCount": 10047,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 746,
"successRate": 0.07425102020503634,
"wilsonLowerBound": 0.0692854719514479
2026-09-29 02:22:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 6494,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 2811,
"successRate": 0.43286110255620575,
"wilsonLowerBound": 0.4208534087201315
2026-09-29 02:22:10 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 7397,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 242,
2026-09-29 08:19:09 +00:00
"successRate": 0.03271596593213465,
"wilsonLowerBound": 0.02889830954648983
2026-09-29 02:22:10 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 14446,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 4677,
"successRate": 0.3237574415062993,
"wilsonLowerBound": 0.3161748360985487
2026-09-29 02:22:10 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-29 08:19:09 +00:00
"modelCount": 27273,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 13895,
"successRate": 0.5094782385509479,
"wilsonLowerBound": 0.5035442226137338
2026-09-29 02:22:10 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-29 08:19:09 +00:00
"modelCount": 64477,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 6681,
"successRate": 0.10361834452595499,
"wilsonLowerBound": 0.10128947194165175
2026-09-29 02:22:10 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-29 08:19:09 +00:00
"modelCount": 12999,
2026-09-29 02:22:10 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-29 08:19:09 +00:00
"successCount": 1991,
"successRate": 0.1531656281252404,
"wilsonLowerBound": 0.14707687671552805
2026-09-29 02:22:10 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-29 09:08:34 +00:00
"generatedAt": "2026-09-29T09:07:23.471822+00:00",
2026-09-29 02:22:10 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 16341.599999999999,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 0.05,
2026-09-29 05:33:40 +00:00
"queueFactor": 0.7,
"queueWeight": 0.7,
2026-09-29 02:22:10 +00:00
"recentSuccess": 0,
"recentSuccessRate": 0.0,
2026-09-29 08:26:47 +00:00
"recentTerminal": 10,
2026-09-29 02:22:10 +00:00
"recentWilsonLowerBound": 0.0,
2026-09-29 09:00:35 +00:00
"running": 7,
2026-09-29 05:33:40 +00:00
"selectionWeight": 0.034999999999999996,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 08:26:47 +00:00
"throughputPerHour": 1.6666666666666667,
2026-09-29 09:00:35 +00:00
"waiting": 27236
2026-09-29 02:22:10 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 1143.3947368421052,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 08:38:26 +00:00
"qualityFactor": 2.5,
2026-09-29 09:00:35 +00:00
"queueFactor": 0.9532982885063822,
"queueWeight": 0.9532982885063822,
"recentSuccess": 46,
"recentSuccessRate": 0.3026315789473684,
"recentTerminal": 152,
"recentWilsonLowerBound": 0.2352051487201708,
"running": 7,
"selectionWeight": 2.3832457212659555,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 25.333333333333332,
2026-09-29 08:51:24 +00:00
"waiting": 28966
2026-09-29 02:22:10 +00:00
},
"Biren_166m": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 141.8804347826087,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 09:00:35 +00:00
"qualityFactor": 0.9232577560475357,
2026-09-29 05:43:09 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 09:00:35 +00:00
"recentSuccess": 37,
"recentSuccessRate": 0.20108695652173914,
"recentTerminal": 184,
"recentWilsonLowerBound": 0.14955561169766166,
2026-09-29 08:51:24 +00:00
"running": 8,
2026-09-29 09:00:35 +00:00
"selectionWeight": 1.2002350828617965,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 30.666666666666668,
"waiting": 4351
2026-09-29 02:22:10 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-29 08:51:24 +00:00
"backlogHours": 1552.1,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-29 09:00:35 +00:00
"qualityFactor": 2.318663249626891,
"queueFactor": 0.9105845698992301,
"queueWeight": 0.9105845698992301,
2026-09-29 08:51:24 +00:00
"recentSuccess": 20,
"recentSuccessRate": 0.3333333333333333,
"recentTerminal": 60,
"recentWilsonLowerBound": 0.2272909421592783,
2026-09-29 07:07:02 +00:00
"running": 7,
2026-09-29 09:00:35 +00:00
"selectionWeight": 2.111338977902654,
2026-09-29 02:22:10 +00:00
"stale": false,
2026-09-29 06:06:51 +00:00
"submissionEligible": true,
2026-09-29 08:51:24 +00:00
"throughputPerHour": 10.0,
"waiting": 15521
2026-09-29 02:22:10 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 385.2262773722628,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-29 09:00:35 +00:00
"qualityFactor": 0.5755013084579994,
"queueFactor": 1.1222790504909066,
"queueWeight": 1.1222790504909066,
"recentSuccess": 24,
"recentSuccessRate": 0.17518248175182483,
"recentTerminal": 137,
"recentWilsonLowerBound": 0.12064106032377601,
2026-09-29 07:30:17 +00:00
"running": 7,
2026-09-29 09:00:35 +00:00
"selectionWeight": 0.6458730620125179,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 22.833333333333332,
"waiting": 8796
2026-09-29 02:22:10 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 30.75894988066826,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 08:19:09 +00:00
"recentSuccess": 13,
2026-09-29 09:00:35 +00:00
"recentSuccessRate": 0.031026252983293555,
"recentTerminal": 419,
"recentWilsonLowerBound": 0.018219818904439616,
2026-09-29 08:51:24 +00:00
"running": 24,
2026-09-29 02:22:10 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 69.83333333333333,
"waiting": 2148
2026-09-29 02:22:10 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 92.20183486238533,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-29 09:00:35 +00:00
"qualityFactor": 0.2722238834961074,
2026-09-29 02:22:10 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-29 09:00:35 +00:00
"recentSuccess": 38,
"recentSuccessRate": 0.1162079510703364,
"recentTerminal": 327,
"recentWilsonLowerBound": 0.08584466030913711,
2026-09-29 08:51:24 +00:00
"running": 7,
2026-09-29 09:00:35 +00:00
"selectionWeight": 0.3538910485449396,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 54.5,
"waiting": 5025
2026-09-29 02:22:10 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 1834.1886792452829,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-29 09:00:35 +00:00
"qualityFactor": 0.4316144967040594,
"queueFactor": 0.8880586326873964,
"queueWeight": 0.8880586326873964,
"recentSuccess": 10,
"recentSuccessRate": 0.18867924528301888,
"recentTerminal": 53,
"recentWilsonLowerBound": 0.10585211943149556,
"running": 1,
"selectionWeight": 0.3832989797910657,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": false,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 8.833333333333334,
"waiting": 16202
2026-09-29 02:22:10 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 379.6326530612245,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-29 09:00:35 +00:00
"qualityFactor": 0.8112337329135789,
"queueFactor": 1.12474405840961,
"queueWeight": 1.12474405840961,
2026-09-29 08:51:24 +00:00
"recentSuccess": 29,
2026-09-29 09:00:35 +00:00
"recentSuccessRate": 0.19727891156462585,
"recentTerminal": 147,
"recentWilsonLowerBound": 0.1410157852422743,
2026-09-29 08:51:24 +00:00
"running": 8,
2026-09-29 09:00:35 +00:00
"selectionWeight": 0.9124303210759964,
2026-09-29 02:22:10 +00:00
"stale": false,
2026-09-29 08:26:47 +00:00
"submissionEligible": false,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 24.5,
"waiting": 9301
2026-09-29 02:22:10 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 517.5867768595041,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 09:00:35 +00:00
"qualityFactor": 1.919678246175903,
"queueFactor": 1.073645147902275,
"queueWeight": 1.073645147902275,
"recentSuccess": 34,
"recentSuccessRate": 0.2809917355371901,
"recentTerminal": 121,
"recentWilsonLowerBound": 0.2085956290113622,
2026-09-29 08:51:24 +00:00
"running": 4,
2026-09-29 09:00:35 +00:00
"selectionWeight": 2.0610532345403074,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 20.166666666666668,
2026-09-29 08:51:24 +00:00
"waiting": 10438
2026-09-29 02:22:10 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 1945.0588235294117,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-29 09:00:35 +00:00
"qualityFactor": 2.253712675173725,
"queueFactor": 0.8802749243059921,
"queueWeight": 0.8802749243059921,
2026-09-29 08:38:26 +00:00
"recentSuccess": 22,
"recentSuccessRate": 0.3235294117647059,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.2243744662436238,
2026-09-29 04:58:29 +00:00
"running": 4,
2026-09-29 09:00:35 +00:00
"selectionWeight": 1.9838867545460057,
2026-09-29 02:22:10 +00:00
"stale": false,
"submissionEligible": true,
2026-09-29 08:38:26 +00:00
"throughputPerHour": 11.333333333333334,
2026-09-29 09:00:35 +00:00
"waiting": 22044
2026-09-29 02:22:10 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 2681.684210526316,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-29 09:00:35 +00:00
"qualityFactor": 0.6775776133235233,
"queueFactor": 0.8388746997770854,
"queueWeight": 0.8388746997770854,
2026-09-29 08:51:24 +00:00
"recentSuccess": 9,
"recentSuccessRate": 0.23684210526315788,
"recentTerminal": 38,
"recentWilsonLowerBound": 0.12993561496969508,
2026-09-29 02:22:10 +00:00
"running": 2,
2026-09-29 09:00:35 +00:00
"selectionWeight": 0.5684027169524447,
2026-09-29 02:22:10 +00:00
"stale": false,
2026-09-29 08:38:26 +00:00
"submissionEligible": false,
2026-09-29 08:51:24 +00:00
"throughputPerHour": 6.333333333333333,
2026-09-29 09:00:35 +00:00
"waiting": 16984
2026-09-29 02:22:10 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 831.2307692307693,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-29 09:00:35 +00:00
"qualityFactor": 2.1289082081185793,
2026-09-29 05:33:40 +00:00
"queueFactor": 1.0,
"queueWeight": 1.0,
2026-09-29 09:00:35 +00:00
"recentSuccess": 31,
"recentSuccessRate": 0.2980769230769231,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.21863880553781623,
2026-09-29 08:51:24 +00:00
"running": 16,
2026-09-29 09:00:35 +00:00
"selectionWeight": 2.1289082081185793,
2026-09-29 02:22:10 +00:00
"stale": false,
2026-09-29 07:07:02 +00:00
"submissionEligible": true,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 14408
2026-09-29 02:22:10 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-29 09:00:35 +00:00
"backlogHours": 1025.388888888889,
2026-09-29 02:22:10 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-29 09:00:35 +00:00
"qualityFactor": 1.4897745249027985,
"queueFactor": 0.9690026183588573,
"queueWeight": 0.9690026183588573,
"recentSuccess": 28,
"recentSuccessRate": 0.25925925925925924,
"recentTerminal": 108,
"recentWilsonLowerBound": 0.1858900560683251,
"running": 4,
"selectionWeight": 1.4435954153951343,
2026-09-29 02:22:10 +00:00
"stale": false,
2026-09-29 06:06:51 +00:00
"submissionEligible": true,
2026-09-29 09:00:35 +00:00
"throughputPerHour": 18.0,
"waiting": 18457
2026-09-29 02:22:10 +00:00
}
},
2026-09-29 09:00:35 +00:00
"queueAttemptedAt": "2026-09-29T09:00:32.464034+00:00",
2026-09-29 02:22:10 +00:00
"queueError": null,
2026-09-29 09:00:35 +00:00
"queueUpdatedAt": "2026-09-29T09:00:32.464034+00:00",
2026-09-29 02:22:10 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"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
}