Files
submmit/.modelhub_state/market_intelligence.json

739 lines
23 KiB
JSON
Raw Normal View History

2026-10-23 08:15:56 +00:00
{
2026-10-23 09:31:47 +00:00
"communityAttemptedAt": "2026-10-23T09:31:45.868609+00:00",
2026-10-23 08:15:56 +00:00
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
"frameworkAttemptedAt": "2026-10-23T06:15:55.964239+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 43964,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 22159,
"successRate": 0.5040260212901465,
"wilsonLowerBound": 0.49935214609351847
},
"vllm": {
"framework": "vllm",
"modelCount": 58583,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15621,
"successRate": 0.2666473208951402,
"wilsonLowerBound": 0.2630817809935259
},
"vllm_0.23.0": {
"framework": "vllm_0.23.0",
"modelCount": 1,
"officialConfigError": "framework_mismatch",
"officialConfigValid": false,
"successCount": 1,
"successRate": 1.0,
"wilsonLowerBound": 0.20654329147389294
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 5609,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1809,
"successRate": 0.3225173827776787,
"wilsonLowerBound": 0.31040927158514764
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39025,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18757,
"successRate": 0.4806406149903908,
"wilsonLowerBound": 0.4756856508851418
},
"vllm": {
"framework": "vllm",
"modelCount": 40893,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11200,
"successRate": 0.27388550607683465,
"wilsonLowerBound": 0.26958455933447
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 14641,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6035,
"successRate": 0.4121986203128202,
"wilsonLowerBound": 0.40424934337112234
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26815,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3293,
"successRate": 0.12280440052209585,
"wilsonLowerBound": 0.11892988059770816
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16525,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10142208774583963,
"wilsonLowerBound": 0.09691144896995606
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 17974,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6896,
"successRate": 0.38366529431400914,
"wilsonLowerBound": 0.37658170973209737
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24847,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
"successRate": 0.1533786775063388,
"wilsonLowerBound": 0.14895158306091186
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8123,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.066970331158439,
"wilsonLowerBound": 0.061736366111672984
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 56408,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14150,
"successRate": 0.25085094312863426,
"wilsonLowerBound": 0.24729050748652223
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 25882,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3351,
"successRate": 0.1294722200757283,
"wilsonLowerBound": 0.1254370155019984
},
"vllm": {
"framework": "vllm",
"modelCount": 87132,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9774,
"successRate": 0.11217463159344443,
"wilsonLowerBound": 0.11009625130917604
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 50436,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5774,
"successRate": 0.11448171940677294,
"wilsonLowerBound": 0.11173226201847136
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 52998,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3870,
"successRate": 0.07302162345748896,
"wilsonLowerBound": 0.07083736811207234
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 95287,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 24092,
"successRate": 0.2528361686274098,
"wilsonLowerBound": 0.2500864394652107
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 156,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
"modelCount": 5722,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 592,
"successRate": 0.1034603285564488,
"wilsonLowerBound": 0.09583314316759757
},
"vllm": {
"framework": "vllm",
"modelCount": 112950,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16542,
"successRate": 0.14645418326693227,
"wilsonLowerBound": 0.14440426160294925
},
"vllm-0.17.0": {
"framework": "vllm-0.17.0",
"modelCount": 334,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1,
"successRate": 0.0029940119760479044,
"wilsonLowerBound": 0.0005286986847552426
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 26371,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4248,
"successRate": 0.16108604148496455,
"wilsonLowerBound": 0.1566985460266171
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44663,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5811,
"successRate": 0.13010769540783199,
"wilsonLowerBound": 0.12701939567235843
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8574,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 841,
"successRate": 0.09808724049451831,
"wilsonLowerBound": 0.09197024660181953
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
"modelCount": 36017,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7281,
"successRate": 0.2021545381347697,
"wilsonLowerBound": 0.1980387399113975
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61589,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
"successRate": 0.2018379905502606,
"wilsonLowerBound": 0.198686688302206
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 19307,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5475,
"successRate": 0.2835759051121355,
"wilsonLowerBound": 0.27726147674141
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 16465,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3975,
"successRate": 0.24142119647737625,
"wilsonLowerBound": 0.23494522717067756
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 70137,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19259,
"successRate": 0.2745911573064146,
"wilsonLowerBound": 0.27130050487061963
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1931,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1110,
"successRate": 0.5748316934230968,
"wilsonLowerBound": 0.5526541540847068
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48737,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21789,
"successRate": 0.4470730656380163,
"wilsonLowerBound": 0.4426632315763324
},
"vllm": {
"framework": "vllm",
"modelCount": 41566,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5329,
"successRate": 0.12820574508011356,
"wilsonLowerBound": 0.12502605509351106
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1291,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6289,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03052949594530132,
"wilsonLowerBound": 0.026555749965692398
},
"vllm": {
"framework": "vllm",
"modelCount": 10117,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 766,
"successRate": 0.07571414450924187,
"wilsonLowerBound": 0.07071873575009961
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 7974,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3509,
"successRate": 0.4400551793328317,
"wilsonLowerBound": 0.42919120600333155
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7443,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 246,
"successRate": 0.03305118903667876,
"wilsonLowerBound": 0.02922456762183645
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 20571,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5823,
"successRate": 0.2830683972582762,
"wilsonLowerBound": 0.27695313991044695
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 29298,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15019,
"successRate": 0.5126288483855553,
"wilsonLowerBound": 0.5069039776736306
},
"vllm": {
"framework": "vllm",
"modelCount": 68834,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7472,
"successRate": 0.10855100676991022,
"wilsonLowerBound": 0.10624890198732874
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 14494,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2624,
"successRate": 0.18104043052297503,
"wilsonLowerBound": 0.1748564582451783
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-23 09:31:47 +00:00
"generatedAt": "2026-10-23T09:31:45.868609+00:00",
2026-10-23 08:15:56 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 1137.7551020408164,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 09:29:48 +00:00
"qualityFactor": 1.7070266772897096,
"queueFactor": 0.9858570561202166,
"queueWeight": 0.9858570561202166,
"recentSuccess": 45,
"recentSuccessRate": 0.30612244897959184,
"recentTerminal": 147,
"recentWilsonLowerBound": 0.23734421592836366,
2026-10-23 08:27:41 +00:00
"running": 8,
2026-10-23 09:29:48 +00:00
"selectionWeight": 1.6828842947915081,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 24.5,
"waiting": 27875
2026-10-23 08:15:56 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 1420.6423357664235,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
2026-10-23 09:29:48 +00:00
"queueFactor": 0.9535611638455677,
"queueWeight": 0.9535611638455677,
"recentSuccess": 49,
"recentSuccessRate": 0.35766423357664234,
2026-10-23 09:19:11 +00:00
"recentTerminal": 137,
2026-10-23 09:29:48 +00:00
"recentWilsonLowerBound": 0.2822907828184122,
2026-10-23 08:15:56 +00:00
"running": 8,
2026-10-23 09:29:48 +00:00
"selectionWeight": 2.3839029096139193,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:19:11 +00:00
"throughputPerHour": 22.833333333333332,
2026-10-23 09:29:48 +00:00
"waiting": 32438
2026-10-23 08:15:56 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 1034.6857142857143,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.08137843404065923,
2026-10-23 08:27:41 +00:00
"queueFactor": 1.0,
"queueWeight": 1.0,
2026-10-23 09:29:48 +00:00
"recentSuccess": 11,
"recentSuccessRate": 0.10476190476190476,
"recentTerminal": 105,
"recentWilsonLowerBound": 0.059510259416906686,
"running": 8,
"selectionWeight": 0.08137843404065923,
2026-10-23 08:15:56 +00:00
"stale": false,
2026-10-23 08:38:05 +00:00
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 17.5,
2026-10-23 09:19:11 +00:00
"waiting": 18107
2026-10-23 08:15:56 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 455.37096774193543,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.4825819695830435,
"queueFactor": 1.1310100581152878,
"queueWeight": 1.1310100581152878,
"recentSuccess": 24,
"recentSuccessRate": 0.1935483870967742,
"recentTerminal": 124,
"recentWilsonLowerBound": 0.13365449027053075,
"running": 8,
"selectionWeight": 0.545805061463508,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 20.666666666666668,
"waiting": 9411
2026-10-23 08:15:56 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 70.44518272425249,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.07369942850706998,
2026-10-23 08:15:56 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-23 09:08:54 +00:00
"recentSuccess": 25,
2026-10-23 09:29:48 +00:00
"recentSuccessRate": 0.08305647840531562,
"recentTerminal": 301,
"recentWilsonLowerBound": 0.05688867774801005,
"running": 26,
"selectionWeight": 0.09580925705919098,
2026-10-23 08:15:56 +00:00
"stale": false,
2026-10-23 08:27:41 +00:00
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 50.166666666666664,
"waiting": 3534
2026-10-23 08:15:56 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 304.3636363636364,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.1362726659249003,
"queueFactor": 1.2014684012870904,
"queueWeight": 1.2014684012870904,
2026-10-23 09:08:54 +00:00
"recentSuccess": 18,
2026-10-23 09:19:11 +00:00
"recentSuccessRate": 0.11688311688311688,
"recentTerminal": 154,
"recentWilsonLowerBound": 0.07522536588337418,
2026-10-23 08:58:43 +00:00
"running": 2,
2026-10-23 09:29:48 +00:00
"selectionWeight": 0.16372730206791974,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:19:11 +00:00
"throughputPerHour": 25.666666666666668,
2026-10-23 09:29:48 +00:00
"waiting": 7812
2026-10-23 08:15:56 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 2611.7837837837837,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-23 09:29:48 +00:00
"qualityFactor": 1.124557655972924,
"queueFactor": 0.87032344892145,
"queueWeight": 0.87032344892145,
2026-10-23 09:19:11 +00:00
"recentSuccess": 12,
2026-10-23 09:29:48 +00:00
"recentSuccessRate": 0.32432432432432434,
"recentTerminal": 37,
"recentWilsonLowerBound": 0.1963307782081548,
2026-10-23 08:15:56 +00:00
"running": 2,
2026-10-23 09:29:48 +00:00
"selectionWeight": 0.9787288976573766,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 6.166666666666667,
2026-10-23 09:19:11 +00:00
"waiting": 16106
2026-10-23 08:15:56 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 293.9673913043478,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.19844926199420213,
"queueFactor": 1.2077481868580067,
"queueWeight": 1.2077481868580067,
"recentSuccess": 24,
"recentSuccessRate": 0.13043478260869565,
"recentTerminal": 184,
"recentWilsonLowerBound": 0.08924104420325069,
2026-10-23 08:38:05 +00:00
"running": 8,
2026-10-23 09:29:48 +00:00
"selectionWeight": 0.23967673635680714,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 30.666666666666668,
2026-10-23 09:19:11 +00:00
"waiting": 9015
2026-10-23 08:15:56 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 578.6218487394958,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.36976446658746176,
"queueFactor": 1.0910936886835192,
"queueWeight": 1.0910936886835192,
2026-10-23 09:19:11 +00:00
"recentSuccess": 21,
2026-10-23 09:29:48 +00:00
"recentSuccessRate": 0.17647058823529413,
"recentTerminal": 119,
"recentWilsonLowerBound": 0.11841786530418902,
2026-10-23 08:38:05 +00:00
"running": 4,
2026-10-23 09:29:48 +00:00
"selectionWeight": 0.40344767579300755,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 19.833333333333332,
"waiting": 11476
2026-10-23 08:15:56 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 2164.1917808219177,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-23 09:29:48 +00:00
"qualityFactor": 2.2342040622488617,
"queueFactor": 0.8952140846210395,
"queueWeight": 0.8952140846210395,
"recentSuccess": 27,
"recentSuccessRate": 0.3698630136986301,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.26822983017391167,
2026-10-23 08:15:56 +00:00
"running": 4,
2026-10-23 09:29:48 +00:00
"selectionWeight": 2.0000909444427224,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 12.166666666666666,
"waiting": 26331
2026-10-23 08:15:56 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 1723.2923076923075,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.18186344131325197,
"queueFactor": 0.9263336180011289,
"queueWeight": 0.9263336180011289,
"recentSuccess": 10,
"recentSuccessRate": 0.15384615384615385,
"recentTerminal": 65,
"recentWilsonLowerBound": 0.08577002061798973,
2026-10-23 08:15:56 +00:00
"running": 2,
2026-10-23 09:29:48 +00:00
"selectionWeight": 0.16846621957384067,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 10.833333333333334,
2026-10-23 09:19:11 +00:00
"waiting": 18669
2026-10-23 08:15:56 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 548.0,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-23 09:29:48 +00:00
"qualityFactor": 0.6000468937462385,
"queueFactor": 1.1000291255664474,
"queueWeight": 1.1000291255664474,
2026-10-23 09:19:11 +00:00
"recentSuccess": 39,
2026-10-23 09:29:48 +00:00
"recentSuccessRate": 0.19696969696969696,
"recentTerminal": 198,
"recentWilsonLowerBound": 0.1475672429101846,
2026-10-23 08:38:05 +00:00
"running": 16,
2026-10-23 09:29:48 +00:00
"selectionWeight": 0.6600690598265377,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 33.0,
"waiting": 18084
2026-10-23 08:15:56 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-23 09:29:48 +00:00
"backlogHours": 1480.9199999999998,
2026-10-23 08:15:56 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-23 09:29:48 +00:00
"qualityFactor": 1.1893705620916295,
"queueFactor": 0.9476359504400284,
"queueWeight": 0.9476359504400284,
2026-10-23 09:19:11 +00:00
"recentSuccess": 28,
2026-10-23 09:29:48 +00:00
"recentSuccessRate": 0.28,
"recentTerminal": 100,
"recentWilsonLowerBound": 0.20139559167598364,
2026-10-23 08:27:41 +00:00
"running": 6,
2026-10-23 09:29:48 +00:00
"selectionWeight": 1.127090303033092,
2026-10-23 08:15:56 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 09:29:48 +00:00
"throughputPerHour": 16.666666666666668,
2026-10-23 09:19:11 +00:00
"waiting": 24682
2026-10-23 08:15:56 +00:00
}
},
2026-10-23 09:29:48 +00:00
"queueAttemptedAt": "2026-10-23T09:29:43.783648+00:00",
2026-10-23 08:15:56 +00:00
"queueError": null,
2026-10-23 09:29:48 +00:00
"queueUpdatedAt": "2026-10-23T09:29:43.783648+00:00",
2026-10-23 08:15:56 +00:00
"supportedGpus": [
"Cambricon_mlu-370-x4",
"Vastai_va16",
"Iluvatar_mrv-100",
"Kunlunxin_p-800",
"Iluvatar_bi-150",
"Ascend_910-b3",
"Ascend_910-b4",
"hygon_k100-ai",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}