Files
submmit/.modelhub_state/market_intelligence.json

739 lines
23 KiB
JSON
Raw Normal View History

2026-10-23 06:10:59 +00:00
{
2026-10-23 06:31:31 +00:00
"communityAttemptedAt": "2026-10-23T06:31:29.560967+00:00",
2026-10-23 06:10:59 +00:00
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
2026-10-23 06:16:03 +00:00
"frameworkAttemptedAt": "2026-10-23T06:15:55.964239+00:00",
2026-10-23 06:10:59 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-23 06:16:03 +00:00
"modelCount": 43964,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 22159,
"successRate": 0.5040260212901465,
"wilsonLowerBound": 0.49935214609351847
2026-10-23 06:10:59 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 58583,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 15621,
"successRate": 0.2666473208951402,
"wilsonLowerBound": 0.2630817809935259
2026-10-23 06:10:59 +00:00
},
"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",
2026-10-23 06:16:03 +00:00
"modelCount": 5609,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 1809,
"successRate": 0.3225173827776787,
"wilsonLowerBound": 0.31040927158514764
2026-10-23 06:10:59 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-23 06:16:03 +00:00
"modelCount": 39025,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 18757,
"successRate": 0.4806406149903908,
"wilsonLowerBound": 0.4756856508851418
2026-10-23 06:10:59 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 40893,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 11200,
"successRate": 0.27388550607683465,
"wilsonLowerBound": 0.26958455933447
2026-10-23 06:10:59 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-23 06:16:03 +00:00
"modelCount": 14641,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 6035,
"successRate": 0.4121986203128202,
"wilsonLowerBound": 0.40424934337112234
2026-10-23 06:10:59 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 26815,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3293,
2026-10-23 06:16:03 +00:00
"successRate": 0.12280440052209585,
"wilsonLowerBound": 0.11892988059770816
2026-10-23 06:10:59 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16525,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10142208774583963,
"wilsonLowerBound": 0.09691144896995606
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-23 06:16:03 +00:00
"modelCount": 17974,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 6896,
"successRate": 0.38366529431400914,
"wilsonLowerBound": 0.37658170973209737
2026-10-23 06:10:59 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 24847,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
2026-10-23 06:16:03 +00:00
"successRate": 0.1533786775063388,
"wilsonLowerBound": 0.14895158306091186
2026-10-23 06:10:59 +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",
2026-10-23 06:16:03 +00:00
"modelCount": 56408,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 14150,
"successRate": 0.25085094312863426,
"wilsonLowerBound": 0.24729050748652223
2026-10-23 06:10:59 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-23 06:16:03 +00:00
"modelCount": 25882,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 3351,
"successRate": 0.1294722200757283,
"wilsonLowerBound": 0.1254370155019984
2026-10-23 06:10:59 +00:00
},
"vllm": {
"framework": "vllm",
"modelCount": 87132,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9774,
"successRate": 0.11217463159344443,
"wilsonLowerBound": 0.11009625130917604
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-23 06:16:03 +00:00
"modelCount": 50436,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 5774,
"successRate": 0.11448171940677294,
"wilsonLowerBound": 0.11173226201847136
2026-10-23 06:10:59 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-23 06:16:03 +00:00
"modelCount": 52998,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 3870,
"successRate": 0.07302162345748896,
"wilsonLowerBound": 0.07083736811207234
2026-10-23 06:10:59 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-23 06:16:03 +00:00
"modelCount": 95287,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 24092,
"successRate": 0.2528361686274098,
"wilsonLowerBound": 0.2500864394652107
2026-10-23 06:10:59 +00:00
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 156,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
2026-10-23 06:16:03 +00:00
"modelCount": 5722,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 592,
2026-10-23 06:16:03 +00:00
"successRate": 0.1034603285564488,
"wilsonLowerBound": 0.09583314316759757
2026-10-23 06:10:59 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 112950,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16542,
2026-10-23 06:16:03 +00:00
"successRate": 0.14645418326693227,
"wilsonLowerBound": 0.14440426160294925
2026-10-23 06:10:59 +00:00
},
"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",
2026-10-23 06:16:03 +00:00
"modelCount": 26371,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 4248,
"successRate": 0.16108604148496455,
"wilsonLowerBound": 0.1566985460266171
2026-10-23 06:10:59 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-23 06:16:03 +00:00
"modelCount": 44663,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 5811,
"successRate": 0.13010769540783199,
"wilsonLowerBound": 0.12701939567235843
2026-10-23 06:10:59 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-23 06:16:03 +00:00
"modelCount": 8574,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 841,
"successRate": 0.09808724049451831,
"wilsonLowerBound": 0.09197024660181953
2026-10-23 06:10:59 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 36017,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 7281,
"successRate": 0.2021545381347697,
"wilsonLowerBound": 0.1980387399113975
2026-10-23 06:10:59 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 61589,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
2026-10-23 06:16:03 +00:00
"successRate": 0.2018379905502606,
"wilsonLowerBound": 0.198686688302206
2026-10-23 06:10:59 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-23 06:16:03 +00:00
"modelCount": 19307,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 5475,
"successRate": 0.2835759051121355,
"wilsonLowerBound": 0.27726147674141
2026-10-23 06:10:59 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-23 06:16:03 +00:00
"modelCount": 16465,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 3975,
"successRate": 0.24142119647737625,
"wilsonLowerBound": 0.23494522717067756
2026-10-23 06:10:59 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 70137,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 19259,
"successRate": 0.2745911573064146,
"wilsonLowerBound": 0.27130050487061963
2026-10-23 06:10:59 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-23 06:16:03 +00:00
"modelCount": 1931,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 1110,
"successRate": 0.5748316934230968,
"wilsonLowerBound": 0.5526541540847068
2026-10-23 06:10:59 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-23 06:16:03 +00:00
"modelCount": 48737,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 21789,
"successRate": 0.4470730656380163,
"wilsonLowerBound": 0.4426632315763324
2026-10-23 06:10:59 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 41566,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 5329,
"successRate": 0.12820574508011356,
"wilsonLowerBound": 0.12502605509351106
2026-10-23 06:10:59 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-23 06:16:03 +00:00
"modelCount": 1291,
2026-10-23 06:10:59 +00:00
"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",
2026-10-23 06:16:03 +00:00
"modelCount": 7974,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 3509,
"successRate": 0.4400551793328317,
"wilsonLowerBound": 0.42919120600333155
2026-10-23 06:10:59 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 7443,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 246,
"successRate": 0.03305118903667876,
"wilsonLowerBound": 0.02922456762183645
2026-10-23 06:10:59 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-23 06:16:03 +00:00
"modelCount": 20571,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 5823,
"successRate": 0.2830683972582762,
"wilsonLowerBound": 0.27695313991044695
2026-10-23 06:10:59 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-23 06:16:03 +00:00
"modelCount": 29298,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 15019,
"successRate": 0.5126288483855553,
"wilsonLowerBound": 0.5069039776736306
2026-10-23 06:10:59 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-23 06:16:03 +00:00
"modelCount": 68834,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 7472,
"successRate": 0.10855100676991022,
"wilsonLowerBound": 0.10624890198732874
2026-10-23 06:10:59 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-23 06:16:03 +00:00
"modelCount": 14494,
2026-10-23 06:10:59 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-23 06:16:03 +00:00
"successCount": 2624,
"successRate": 0.18104043052297503,
"wilsonLowerBound": 0.1748564582451783
2026-10-23 06:10:59 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-23 06:33:18 +00:00
"generatedAt": "2026-10-23T06:33:10.068155+00:00",
2026-10-23 06:10:59 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 1086.3116883116882,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 06:26:24 +00:00
"qualityFactor": 1.778018709153427,
2026-10-23 06:16:03 +00:00
"queueFactor": 1.0,
"queueWeight": 1.0,
"recentSuccess": 50,
2026-10-23 06:26:24 +00:00
"recentSuccessRate": 0.3246753246753247,
"recentTerminal": 154,
"recentWilsonLowerBound": 0.255766892716209,
2026-10-23 06:10:59 +00:00
"running": 8,
2026-10-23 06:26:24 +00:00
"selectionWeight": 1.778018709153427,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 25.666666666666668,
"waiting": 27882
2026-10-23 06:10:59 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 1609.190082644628,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
2026-10-23 06:26:24 +00:00
"queueFactor": 0.9427619928375409,
"queueWeight": 0.9427619928375409,
2026-10-23 06:16:03 +00:00
"recentSuccess": 46,
2026-10-23 06:26:24 +00:00
"recentSuccessRate": 0.38016528925619836,
"recentTerminal": 121,
"recentWilsonLowerBound": 0.29861988803874046,
2026-10-23 06:10:59 +00:00
"running": 8,
2026-10-23 06:26:24 +00:00
"selectionWeight": 2.356904982093852,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 20.166666666666668,
"waiting": 32452
2026-10-23 06:10:59 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 1134.25,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
"qualityFactor": 0.05,
2026-10-23 06:26:24 +00:00
"queueFactor": 0.9935434158830257,
"queueWeight": 0.9935434158830257,
2026-10-23 06:10:59 +00:00
"recentSuccess": 6,
2026-10-23 06:26:24 +00:00
"recentSuccessRate": 0.0625,
"recentTerminal": 96,
"recentWilsonLowerBound": 0.02895627968760452,
2026-10-23 06:10:59 +00:00
"running": 7,
2026-10-23 06:26:24 +00:00
"selectionWeight": 0.04967717079415129,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": false,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 16.0,
"waiting": 18148
2026-10-23 06:10:59 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 388.2739726027397,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-23 06:26:24 +00:00
"qualityFactor": 0.3649502237041823,
"queueFactor": 1.1668698700153894,
"queueWeight": 1.1668698700153894,
"recentSuccess": 26,
"recentSuccessRate": 0.1780821917808219,
"recentTerminal": 146,
"recentWilsonLowerBound": 0.12452375102480433,
2026-10-23 06:10:59 +00:00
"running": 7,
2026-10-23 06:26:24 +00:00
"selectionWeight": 0.42584942009578647,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 24.333333333333332,
2026-10-23 06:16:03 +00:00
"waiting": 9448
2026-10-23 06:10:59 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 68.52203389830508,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-10-23 06:26:24 +00:00
"qualityFactor": 0.13000408445922776,
2026-10-23 06:10:59 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 32,
2026-10-23 06:26:24 +00:00
"recentSuccessRate": 0.10847457627118644,
"recentTerminal": 295,
"recentWilsonLowerBound": 0.0778915034666155,
2026-10-23 06:10:59 +00:00
"running": 24,
2026-10-23 06:26:24 +00:00
"selectionWeight": 0.1690053097969961,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 49.166666666666664,
"waiting": 3369
2026-10-23 06:10:59 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 311.52317880794703,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-23 06:26:24 +00:00
"qualityFactor": 0.19108403395600232,
"queueFactor": 1.2060619412688138,
"queueWeight": 1.2060619412688138,
"recentSuccess": 21,
"recentSuccessRate": 0.1390728476821192,
"recentTerminal": 151,
"recentWilsonLowerBound": 0.092794177110038,
"running": 1,
"selectionWeight": 0.2304591809384521,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 25.166666666666668,
2026-10-23 06:16:03 +00:00
"waiting": 7840
2026-10-23 06:10:59 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 2056.2127659574467,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-23 06:26:24 +00:00
"qualityFactor": 1.297912067969438,
"queueFactor": 0.9087260128718194,
"queueWeight": 0.9087260128718194,
2026-10-23 06:16:03 +00:00
"recentSuccess": 16,
2026-10-23 06:26:24 +00:00
"recentSuccessRate": 0.3404255319148936,
"recentTerminal": 47,
"recentWilsonLowerBound": 0.2216726071376219,
2026-10-23 06:10:59 +00:00
"running": 2,
2026-10-23 06:26:24 +00:00
"selectionWeight": 1.1794464585840854,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 7.833333333333333,
"waiting": 16107
2026-10-23 06:10:59 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 335.18518518518516,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 06:26:24 +00:00
"qualityFactor": 0.6304114181540104,
"queueFactor": 1.1928901310120097,
"queueWeight": 1.1928901310120097,
"recentSuccess": 35,
"recentSuccessRate": 0.21604938271604937,
"recentTerminal": 162,
"recentWilsonLowerBound": 0.15964559442445395,
2026-10-23 06:10:59 +00:00
"running": 8,
2026-10-23 06:26:24 +00:00
"selectionWeight": 0.7520115591932043,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 27.0,
"waiting": 9050
2026-10-23 06:10:59 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 663.0,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-23 06:26:24 +00:00
"qualityFactor": 0.29118236786235024,
"queueFactor": 1.0768770923068185,
"queueWeight": 1.0768770923068185,
"recentSuccess": 18,
"recentSuccessRate": 0.17307692307692307,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.11237651918444377,
2026-10-23 06:10:59 +00:00
"running": 4,
2026-10-23 06:26:24 +00:00
"selectionWeight": 0.3135676216346221,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 11492
2026-10-23 06:10:59 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 2047.168831168831,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-23 06:26:24 +00:00
"qualityFactor": 1.923134856696467,
"queueFactor": 0.90932706760453,
"queueWeight": 0.90932706760453,
"recentSuccess": 28,
"recentSuccessRate": 0.36363636363636365,
"recentTerminal": 77,
"recentWilsonLowerBound": 0.2650527059308982,
2026-10-23 06:10:59 +00:00
"running": 4,
2026-10-23 06:26:24 +00:00
"selectionWeight": 1.7487585798478562,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 12.833333333333334,
"waiting": 26272
2026-10-23 06:10:59 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 2435.086956521739,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-23 06:26:24 +00:00
"qualityFactor": 0.3527103521994368,
"queueFactor": 0.885963839755185,
"queueWeight": 0.885963839755185,
"recentSuccess": 10,
"recentSuccessRate": 0.21739130434782608,
"recentTerminal": 46,
"recentWilsonLowerBound": 0.1226077461858075,
2026-10-23 06:10:59 +00:00
"running": 2,
2026-10-23 06:26:24 +00:00
"selectionWeight": 0.3124886179560167,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 7.666666666666667,
2026-10-23 06:16:03 +00:00
"waiting": 18669
2026-10-23 06:10:59 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 555.1224489795919,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-23 06:26:24 +00:00
"qualityFactor": 0.5790998487432598,
"queueFactor": 1.1059483608914717,
"queueWeight": 1.1059483608914717,
"recentSuccess": 40,
"recentSuccessRate": 0.20408163265306123,
"recentTerminal": 196,
"recentWilsonLowerBound": 0.1536022459546319,
2026-10-23 06:10:59 +00:00
"running": 16,
2026-10-23 06:26:24 +00:00
"selectionWeight": 0.6404545285101074,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 32.666666666666664,
"waiting": 18134
2026-10-23 06:10:59 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-23 06:26:24 +00:00
"backlogHours": 1288.1739130434783,
2026-10-23 06:10:59 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-23 06:26:24 +00:00
"qualityFactor": 1.1793137181019517,
"queueFactor": 0.9747584144759626,
"queueWeight": 0.9747584144759626,
"recentSuccess": 33,
"recentSuccessRate": 0.28695652173913044,
"recentTerminal": 115,
"recentWilsonLowerBound": 0.2122245893047851,
2026-10-23 06:10:59 +00:00
"running": 6,
2026-10-23 06:26:24 +00:00
"selectionWeight": 1.1495459700268107,
2026-10-23 06:10:59 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 06:26:24 +00:00
"throughputPerHour": 19.166666666666668,
2026-10-23 06:10:59 +00:00
"waiting": 24690
}
},
2026-10-23 06:26:24 +00:00
"queueAttemptedAt": "2026-10-23T06:26:21.163760+00:00",
2026-10-23 06:10:59 +00:00
"queueError": null,
2026-10-23 06:26:24 +00:00
"queueUpdatedAt": "2026-10-23T06:26:21.163760+00:00",
2026-10-23 06:10:59 +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
}