Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-01 11:39:07 +00:00
{
2026-10-01 17:19:08 +00:00
"communityAttemptedAt": "2026-10-01T17:17:11.161325+00:00",
2026-10-01 11:39:07 +00:00
"communityError": null,
"communitySample": {},
2026-10-01 17:19:08 +00:00
"communityUpdatedAt": "2026-10-01T17:17:11.161325+00:00",
2026-10-01 14:13:00 +00:00
"frameworkAttemptedAt": "2026-10-01T14:12:45.551559+00:00",
2026-10-01 11:39:07 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 14:13:00 +00:00
"modelCount": 40463,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 19725,
"successRate": 0.4874823913204656,
"wilsonLowerBound": 0.48261345258697064
2026-10-01 11:39:07 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 54156,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 15011,
"successRate": 0.27718073712977326,
"wilsonLowerBound": 0.2734267482381784
2026-10-01 11:39:07 +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",
2026-10-01 14:13:00 +00:00
"modelCount": 3364,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 959,
"successRate": 0.285077288941736,
"wilsonLowerBound": 0.27007323912295395
2026-10-01 11:39:07 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 14:13:00 +00:00
"modelCount": 34992,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 16052,
"successRate": 0.4587334247828075,
"wilsonLowerBound": 0.45351719375542565
2026-10-01 11:39:07 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 38810,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 10868,
"successRate": 0.2800309198660139,
"wilsonLowerBound": 0.2755855691255702
2026-10-01 11:39:07 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 14:13:00 +00:00
"modelCount": 11030,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 4619,
"successRate": 0.41876699909338166,
"wilsonLowerBound": 0.40958959669523676
2026-10-01 11:39:07 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 64150,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12093,
2026-10-01 14:13:00 +00:00
"successRate": 0.18851130163678878,
"wilsonLowerBound": 0.1855032989177426
2026-10-01 11:39:07 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 24594,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 5057,
"successRate": 0.20561925672928358,
"wilsonLowerBound": 0.2006142966799066
2026-10-01 11:39:07 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 14:13:00 +00:00
"modelCount": 7146,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 82,
2026-10-01 14:13:00 +00:00
"successRate": 0.011474951021550517,
"wilsonLowerBound": 0.00925477004751275
2026-10-01 11:39:07 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 26488,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 3257,
"successRate": 0.1229613409845968,
"wilsonLowerBound": 0.11906111872843192
2026-10-01 11:39:07 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-10-01 14:13:00 +00:00
"modelCount": 16493,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
2026-10-01 14:13:00 +00:00
"successRate": 0.10161886861092585,
"wilsonLowerBound": 0.09709993915301135
2026-10-01 11:39:07 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-01 14:13:00 +00:00
"modelCount": 13489,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 5501,
"successRate": 0.4078137741863741,
"wilsonLowerBound": 0.3995478807753092
2026-10-01 11:39:07 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 24501,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3797,
2026-10-01 14:13:00 +00:00
"successRate": 0.1549732663972899,
"wilsonLowerBound": 0.1504960364288626
2026-10-01 11:39:07 +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",
2026-10-01 14:13:00 +00:00
"modelCount": 47782,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 11901,
"successRate": 0.249068686953246,
"wilsonLowerBound": 0.24521117951580843
2026-10-01 11:39:07 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-01 14:13:00 +00:00
"modelCount": 23617,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 3104,
"successRate": 0.13143074903671084,
"wilsonLowerBound": 0.12718144728334102
2026-10-01 11:39:07 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 86826,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-01 14:13:00 +00:00
"successRate": 0.11250086379655863,
"wilsonLowerBound": 0.1104161762854407
2026-10-01 11:39:07 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 43557,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 5304,
"successRate": 0.12177147186445347,
"wilsonLowerBound": 0.11873361339609859
2026-10-01 11:39:07 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 39948,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 3564,
"successRate": 0.0892159807750075,
"wilsonLowerBound": 0.08645997643731695
2026-10-01 11:39:07 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 14:13:00 +00:00
"modelCount": 90728,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 22190,
"successRate": 0.24457719777797374,
"wilsonLowerBound": 0.24179107671910258
2026-10-01 11:39:07 +00:00
},
"transformers": {
"framework": "transformers",
2026-10-01 14:13:00 +00:00
"modelCount": 5424,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 580,
2026-10-01 14:13:00 +00:00
"successRate": 0.10693215339233038,
"wilsonLowerBound": 0.09898437560872482
2026-10-01 11:39:07 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 112767,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16527,
2026-10-01 14:13:00 +00:00
"successRate": 0.1465588337013488,
"wilsonLowerBound": 0.1445066450230568
2026-10-01 11:39:07 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-01 14:13:00 +00:00
"modelCount": 20788,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 3751,
"successRate": 0.18044063883009429,
"wilsonLowerBound": 0.17527217444084148
2026-10-01 11:39:07 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 43315,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 5637,
"successRate": 0.1301396744776636,
"wilsonLowerBound": 0.1270038516178073
2026-10-01 11:39:07 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 14:13:00 +00:00
"modelCount": 7490,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 664,
2026-10-01 14:13:00 +00:00
"successRate": 0.08865153538050734,
"wilsonLowerBound": 0.08242335084044107
2026-10-01 11:39:07 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
2026-10-01 14:13:00 +00:00
"modelCount": 201,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
2026-10-01 14:13:00 +00:00
"successRate": 0.1791044776119403,
"wilsonLowerBound": 0.13226856106642715
2026-10-01 11:39:07 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 32807,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 6244,
"successRate": 0.19032523546804037,
"wilsonLowerBound": 0.1861136674084707
2026-10-01 11:39:07 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 61326,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12406,
2026-10-01 14:13:00 +00:00
"successRate": 0.20229592668688648,
"wilsonLowerBound": 0.19913519689723738
2026-10-01 11:39:07 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 11623,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 3418,
"successRate": 0.29407209842553556,
"wilsonLowerBound": 0.28585791536891203
2026-10-01 11:39:07 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 14:13:00 +00:00
"modelCount": 14537,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 3635,
"successRate": 0.25005159248813374,
"wilsonLowerBound": 0.24307862808182126
2026-10-01 11:39:07 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 64954,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 17830,
"successRate": 0.274501955229855,
"wilsonLowerBound": 0.27108339292354944
2026-10-01 11:39:07 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 14:13:00 +00:00
"modelCount": 409,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 258,
"successRate": 0.6308068459657702,
"wilsonLowerBound": 0.5830216343045451
2026-10-01 11:39:07 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 14:13:00 +00:00
"modelCount": 47541,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 21075,
"successRate": 0.44330157127532027,
"wilsonLowerBound": 0.43884071276614023
2026-10-01 11:39:07 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 38210,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 4158,
"successRate": 0.10881968071185553,
"wilsonLowerBound": 0.10573640334212399
2026-10-01 11:39:07 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-01 14:13:00 +00:00
"modelCount": 818,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6283,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.030558650326277255,
"wilsonLowerBound": 0.02658115788279188
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 10051,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 748,
2026-10-01 14:13:00 +00:00
"successRate": 0.07442045567605213,
"wilsonLowerBound": 0.0694504296857678
2026-10-01 11:39:07 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 6643,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 2885,
"successRate": 0.4342917356615987,
"wilsonLowerBound": 0.42241351581838804
2026-10-01 11:39:07 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7400,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 243,
"successRate": 0.032837837837837835,
"wilsonLowerBound": 0.02901357764943315
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 14971,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 4803,
"successRate": 0.3208202524881437,
"wilsonLowerBound": 0.3133895797034147
2026-10-01 11:39:07 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-01 14:13:00 +00:00
"modelCount": 27453,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 14002,
"successRate": 0.510035333114778,
"wilsonLowerBound": 0.504120855120688
2026-10-01 11:39:07 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-01 14:13:00 +00:00
"modelCount": 64904,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 6789,
"successRate": 0.10460064094662887,
"wilsonLowerBound": 0.10226951135299894
2026-10-01 11:39:07 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-01 14:13:00 +00:00
"modelCount": 13115,
2026-10-01 11:39:07 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-01 14:13:00 +00:00
"successCount": 2045,
"successRate": 0.15592832634388104,
"wilsonLowerBound": 0.14982013790001625
2026-10-01 11:39:07 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-01 17:24:53 +00:00
"generatedAt": "2026-10-01T17:24:43.652454+00:00",
2026-10-01 11:39:07 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 1169.179856115108,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.9130258212659512,
"queueFactor": 0.9933076951936425,
"queueWeight": 0.9933076951936425,
"recentSuccess": 47,
"recentSuccessRate": 0.3381294964028777,
"recentTerminal": 139,
"recentWilsonLowerBound": 0.2647795687047831,
2026-10-01 17:08:16 +00:00
"running": 8,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.9069155741739646,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 23.166666666666668,
"waiting": 27086
2026-10-01 11:39:07 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 1318.375939849624,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 17:22:06 +00:00
"qualityFactor": 2.1495139819888402,
"queueFactor": 0.9755737549310226,
"queueWeight": 0.9755737549310226,
"recentSuccess": 63,
"recentSuccessRate": 0.47368421052631576,
"recentTerminal": 133,
"recentWilsonLowerBound": 0.3907603383548076,
2026-10-01 15:18:31 +00:00
"running": 8,
2026-10-01 17:22:06 +00:00
"selectionWeight": 2.097009426685587,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 22.166666666666668,
"waiting": 29224
2026-10-01 11:39:07 +00:00
},
"Biren_166m": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 147.74074074074073,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.1373769257868672,
2026-10-01 11:39:07 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-01 16:56:15 +00:00
"recentSuccess": 26,
2026-10-01 17:22:06 +00:00
"recentSuccessRate": 0.16049382716049382,
"recentTerminal": 162,
"recentWilsonLowerBound": 0.11194104305547943,
2026-10-01 15:42:49 +00:00
"running": 8,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.17859000352292737,
2026-10-01 11:39:07 +00:00
"stale": false,
2026-10-01 14:24:18 +00:00
"submissionEligible": false,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 27.0,
"waiting": 3989
2026-10-01 11:39:07 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 1711.7777777777778,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.3063739734158235,
"queueFactor": 0.9380994708826698,
"queueWeight": 0.9380994708826698,
"recentSuccess": 14,
"recentSuccessRate": 0.25925925925925924,
"recentTerminal": 54,
"recentWilsonLowerBound": 0.16118507964793902,
2026-10-01 15:42:49 +00:00
"running": 7,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.28740926235360514,
2026-10-01 11:39:07 +00:00
"stale": false,
2026-10-01 13:57:48 +00:00
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 9.0,
"waiting": 15406
2026-10-01 11:39:07 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 489.42056074766356,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.3887120620598789,
"queueFactor": 1.13191461400677,
"queueWeight": 1.13191461400677,
"recentSuccess": 27,
"recentSuccessRate": 0.2523364485981308,
"recentTerminal": 107,
"recentWilsonLowerBound": 0.17960316950001598,
2026-10-01 17:08:16 +00:00
"running": 8,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.4399888636862834,
2026-10-01 11:39:07 +00:00
"stale": false,
2026-10-01 16:29:51 +00:00
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 17.833333333333332,
2026-10-01 17:08:16 +00:00
"waiting": 8728
2026-10-01 11:39:07 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 49.02173913043478,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-01 17:22:06 +00:00
"recentSuccess": 11,
"recentSuccessRate": 0.03985507246376811,
"recentTerminal": 276,
"recentWilsonLowerBound": 0.022397540718760964,
"running": 25,
2026-10-01 11:39:07 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 46.0,
"waiting": 2255
2026-10-01 11:39:07 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 274.5128205128205,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.18317528292327773,
"queueFactor": 1.2344730232953933,
"queueWeight": 1.2344730232953933,
"recentSuccess": 22,
"recentSuccessRate": 0.18803418803418803,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.12758105898852093,
"running": 5,
"selectionWeight": 0.2261249453032877,
2026-10-01 11:39:07 +00:00
"stale": false,
2026-10-01 14:24:18 +00:00
"submissionEligible": false,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 19.5,
"waiting": 5353
2026-10-01 11:39:07 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 1748.6666666666667,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.5300385762159433,
"queueFactor": 0.9351040627679091,
"queueWeight": 0.9351040627679091,
"recentSuccess": 17,
"recentSuccessRate": 0.3148148148148148,
2026-10-01 17:08:16 +00:00
"recentTerminal": 54,
2026-10-01 17:22:06 +00:00
"recentWilsonLowerBound": 0.20679114289098216,
2026-10-01 13:57:48 +00:00
"running": 2,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.4956412260432466,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 17:08:16 +00:00
"throughputPerHour": 9.0,
2026-10-01 17:22:06 +00:00
"waiting": 15738
2026-10-01 11:39:07 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 368.65,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.3297128267105309,
"queueFactor": 1.181065171828362,
"queueWeight": 1.181065171828362,
"recentSuccess": 28,
"recentSuccessRate": 0.23333333333333334,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.16665469513089648,
2026-10-01 16:43:25 +00:00
"running": 8,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.38941233633288813,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 20.0,
"waiting": 7373
2026-10-01 11:39:07 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 566.1818181818182,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.5729204369706568,
"queueFactor": 1.1074461325043008,
"queueWeight": 1.1074461325043008,
"recentSuccess": 32,
"recentSuccessRate": 0.2909090909090909,
"recentTerminal": 110,
"recentWilsonLowerBound": 0.214234586744393,
"running": 5,
"selectionWeight": 0.6344785221558279,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 18.333333333333332,
"waiting": 10380
2026-10-01 11:39:07 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 2036.3999999999999,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-01 16:19:39 +00:00
"qualityFactor": 2.5,
2026-10-01 17:22:06 +00:00
"queueFactor": 0.913979669373753,
"queueWeight": 0.913979669373753,
2026-10-01 16:43:25 +00:00
"recentSuccess": 35,
2026-10-01 17:22:06 +00:00
"recentSuccessRate": 0.5384615384615384,
"recentTerminal": 65,
"recentWilsonLowerBound": 0.4185318739862352,
2026-10-01 16:56:15 +00:00
"running": 4,
2026-10-01 17:22:06 +00:00
"selectionWeight": 2.2849491734343825,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 10.833333333333334,
"waiting": 22061
2026-10-01 11:39:07 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 3518.4827586206898,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.35684566544762975,
"queueFactor": 0.8420011497660874,
"queueWeight": 0.8420011497660874,
2026-10-01 17:08:16 +00:00
"recentSuccess": 9,
2026-10-01 17:22:06 +00:00
"recentSuccessRate": 0.3103448275862069,
"recentTerminal": 29,
"recentWilsonLowerBound": 0.17275424489768068,
2026-10-01 15:42:49 +00:00
"running": 2,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.30046446059594883,
2026-10-01 11:39:07 +00:00
"stale": false,
2026-10-01 15:18:31 +00:00
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 4.833333333333333,
"waiting": 17006
2026-10-01 11:39:07 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 1284.0833333333333,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.12869253605231118,
"queueFactor": 0.9794381524328193,
"queueWeight": 0.9794381524328193,
2026-10-01 16:56:15 +00:00
"recentSuccess": 13,
2026-10-01 17:22:06 +00:00
"recentSuccessRate": 0.18055555555555555,
"recentTerminal": 72,
"recentWilsonLowerBound": 0.10866714144495851,
"running": 16,
"selectionWeight": 0.12604637974296964,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": false,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 12.0,
"waiting": 15409
2026-10-01 11:39:07 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-01 17:22:06 +00:00
"backlogHours": 1066.8108108108108,
2026-10-01 11:39:07 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-01 17:22:06 +00:00
"qualityFactor": 0.5159556553241137,
"queueFactor": 1.0070542981990596,
"queueWeight": 1.0070542981990596,
"recentSuccess": 31,
"recentSuccessRate": 0.27927927927927926,
"recentTerminal": 111,
"recentWilsonLowerBound": 0.20427535700815577,
2026-10-01 16:43:25 +00:00
"running": 6,
2026-10-01 17:22:06 +00:00
"selectionWeight": 0.5195953603742612,
2026-10-01 11:39:07 +00:00
"stale": false,
"submissionEligible": true,
2026-10-01 17:22:06 +00:00
"throughputPerHour": 18.5,
"waiting": 19736
2026-10-01 11:39:07 +00:00
}
},
2026-10-01 17:22:06 +00:00
"queueAttemptedAt": "2026-10-01T17:21:43.959503+00:00",
2026-10-01 11:39:07 +00:00
"queueError": null,
2026-10-01 17:22:06 +00:00
"queueUpdatedAt": "2026-10-01T17:21:43.959503+00:00",
2026-10-01 11:39:07 +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
}