Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-07 23:30:43 +00:00
{
2026-10-08 02:28:20 +00:00
"communityAttemptedAt": "2026-10-08T02:22:49.896587+00:00",
2026-10-07 23:30:43 +00:00
"communityError": null,
"communitySample": {},
2026-10-08 02:28:20 +00:00
"communityUpdatedAt": "2026-10-08T02:22:49.896587+00:00",
2026-10-07 23:30:43 +00:00
"frameworkAttemptedAt": "2026-10-07T20:58:42.772583+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 41474,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20460,
"successRate": 0.493321116844288,
"wilsonLowerBound": 0.48851024910392554
},
"vllm": {
"framework": "vllm",
"modelCount": 55541,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15227,
"successRate": 0.27415782935129,
"wilsonLowerBound": 0.27046357235006824
},
"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",
"modelCount": 4006,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1208,
"successRate": 0.3015476784822766,
"wilsonLowerBound": 0.2875316104272599
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 36195,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16859,
"successRate": 0.4657825666528526,
"wilsonLowerBound": 0.46064742435110007
},
"vllm": {
"framework": "vllm",
"modelCount": 39391,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10959,
"successRate": 0.2782107588027722,
"wilsonLowerBound": 0.27380717811066513
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 12081,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5083,
"successRate": 0.42074331595066633,
"wilsonLowerBound": 0.4119665075957085
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64204,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12095,
"successRate": 0.18838390131455984,
"wilsonLowerBound": 0.1853779485951051
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 27757,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6026,
"successRate": 0.21709838959541738,
"wilsonLowerBound": 0.21228760439153796
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 7523,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 102,
"successRate": 0.013558420842748903,
"wilsonLowerBound": 0.011182222255317842
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26556,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3264,
"successRate": 0.12291007681879801,
"wilsonLowerBound": 0.11901549678714986
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16501,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10156960184231259,
"wilsonLowerBound": 0.09705274789685281
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 14776,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5903,
"successRate": 0.3994991878722252,
"wilsonLowerBound": 0.3916287435087438
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24646,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3804,
"successRate": 0.1543455327436501,
"wilsonLowerBound": 0.14988891437381985
},
"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": 50150,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12589,
"successRate": 0.25102691924227316,
"wilsonLowerBound": 0.2472510689620239
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 23781,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3119,
"successRate": 0.13115512383835834,
"wilsonLowerBound": 0.12692416157916397
},
"vllm": {
"framework": "vllm",
"modelCount": 86925,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
"successRate": 0.11237273511647973,
"wilsonLowerBound": 0.1102902759139898
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 45367,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5484,
"successRate": 0.1208808164524875,
"wilsonLowerBound": 0.11791309762650025
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44675,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3634,
"successRate": 0.08134303301622832,
"wilsonLowerBound": 0.07884398460526576
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 91803,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 22781,
"successRate": 0.24815093188675752,
"wilsonLowerBound": 0.24536735118283012
},
"transformers": {
"framework": "transformers",
"modelCount": 5477,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 581,
"successRate": 0.10607997078692714,
"wilsonLowerBound": 0.09819875695542142
},
"vllm": {
"framework": "vllm",
"modelCount": 112827,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16529,
"successRate": 0.1464986217837929,
"wilsonLowerBound": 0.14444732884810046
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 22445,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3909,
"successRate": 0.17415905546892405,
"wilsonLowerBound": 0.16925337532414578
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 43537,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5660,
"successRate": 0.13000436410409535,
"wilsonLowerBound": 0.12687787252936183
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 7827,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 727,
"successRate": 0.09288360802350837,
"wilsonLowerBound": 0.08665108674996193
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
"modelCount": 33730,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6569,
"successRate": 0.19475244589386304,
"wilsonLowerBound": 0.19056106593421743
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61453,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12416,
"successRate": 0.20204058386083673,
"wilsonLowerBound": 0.19888461537605612
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 13962,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4000,
"successRate": 0.28649190660363844,
"wilsonLowerBound": 0.2790518417795744
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 15027,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3696,
"successRate": 0.24595727690157715,
"wilsonLowerBound": 0.23913708488524346
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 66547,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18344,
"successRate": 0.2756548003666581,
"wilsonLowerBound": 0.27227276421809166
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 710,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 434,
"successRate": 0.6112676056338028,
"wilsonLowerBound": 0.5749039041300342
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48055,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21452,
"successRate": 0.4464051607533035,
"wilsonLowerBound": 0.4419648698284717
},
"vllm": {
"framework": "vllm",
"modelCount": 39128,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4540,
"successRate": 0.11602944183193621,
"wilsonLowerBound": 0.11289373829437924
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 999,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6285,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03054892601431981,
"wilsonLowerBound": 0.026572683176579088
},
"vllm": {
"framework": "vllm",
"modelCount": 10073,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 756,
"successRate": 0.07505211952744961,
"wilsonLowerBound": 0.07006718147500551
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 7022,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3073,
"successRate": 0.4376246083736827,
"wilsonLowerBound": 0.4260583186639939
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7406,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 244,
"successRate": 0.03294625978935998,
"wilsonLowerBound": 0.029116949043479782
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 16073,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4939,
"successRate": 0.307285509861258,
"wilsonLowerBound": 0.30019953317347037
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 27891,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14209,
"successRate": 0.5094474920225163,
"wilsonLowerBound": 0.5035795893351807
},
"vllm": {
"framework": "vllm",
"modelCount": 66561,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7031,
"successRate": 0.10563242739742491,
"wilsonLowerBound": 0.10332005806681761
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 13413,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2134,
"successRate": 0.15909938119734585,
"wilsonLowerBound": 0.15300697790776777
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-08 02:28:20 +00:00
"generatedAt": "2026-10-08T02:22:49.896587+00:00",
2026-10-07 23:30:43 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 910.5,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-08 02:28:20 +00:00
"qualityFactor": 1.0185212592223822,
"queueFactor": 0.9626399001538056,
"queueWeight": 0.9626399001538056,
"recentSuccess": 47,
"recentSuccessRate": 0.2611111111111111,
"recentTerminal": 180,
"recentWilsonLowerBound": 0.20241252105479327,
2026-10-08 02:14:55 +00:00
"running": 8,
2026-10-08 02:28:20 +00:00
"selectionWeight": 0.9804692032823624,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 30.0,
"waiting": 27315
2026-10-07 23:30:43 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 749.3723849372384,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.5658794120476099,
"queueFactor": 0.9911769603702267,
"queueWeight": 0.9911769603702267,
2026-10-08 02:14:55 +00:00
"recentSuccess": 48,
2026-10-08 02:28:20 +00:00
"recentSuccessRate": 0.200836820083682,
"recentTerminal": 239,
"recentWilsonLowerBound": 0.1549588454515307,
"running": 7,
"selectionWeight": 0.5608866355694411,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 39.833333333333336,
"waiting": 29850
2026-10-07 23:30:43 +00:00
},
"Biren_166m": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 167.03225806451613,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.4460527048651359,
"queueFactor": 1.241468767929756,
"queueWeight": 1.241468767929756,
"recentSuccess": 30,
"recentSuccessRate": 0.1935483870967742,
"recentTerminal": 155,
"recentWilsonLowerBound": 0.13907359549299317,
"running": 7,
"selectionWeight": 0.5537605019406553,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 25.833333333333332,
"waiting": 4315
2026-10-07 23:30:43 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 872.8717948717949,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.24796599129561395,
"queueFactor": 0.968753494510883,
"queueWeight": 0.968753494510883,
"recentSuccess": 19,
"recentSuccessRate": 0.1623931623931624,
"recentTerminal": 117,
"recentWilsonLowerBound": 0.10649722549629985,
2026-10-08 01:24:53 +00:00
"running": 7,
2026-10-08 02:28:20 +00:00
"selectionWeight": 0.2402179205874812,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 19.5,
"waiting": 17021
2026-10-07 23:30:43 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 309.1333333333333,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.3183797201155025,
"queueFactor": 1.131967546056151,
"queueWeight": 1.131967546056151,
2026-10-08 02:14:55 +00:00
"recentSuccess": 30,
2026-10-08 02:28:20 +00:00
"recentSuccessRate": 0.16666666666666666,
"recentTerminal": 180,
"recentWilsonLowerBound": 0.11931105652108458,
2026-10-08 02:02:51 +00:00
"running": 7,
2026-10-08 02:28:20 +00:00
"selectionWeight": 0.36039551049318946,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 30.0,
"waiting": 9274
2026-10-07 23:30:43 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 65.41666666666667,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-08 02:28:20 +00:00
"recentSuccess": 10,
"recentSuccessRate": 0.034722222222222224,
"recentTerminal": 288,
"recentWilsonLowerBound": 0.018967607724656183,
"running": 1,
2026-10-07 23:30:43 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 48.0,
"waiting": 3140
2026-10-07 23:30:43 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 180.7887323943662,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.4601064237519589,
"queueFactor": 1.2268180221500542,
"queueWeight": 1.2268180221500542,
"recentSuccess": 40,
"recentSuccessRate": 0.18779342723004694,
"recentTerminal": 213,
"recentWilsonLowerBound": 0.1410484679695861,
"running": 5,
"selectionWeight": 0.564466852765913,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 35.5,
"waiting": 6418
2026-10-07 23:30:43 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 1897.7142857142858,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.6249383600701626,
"queueFactor": 0.8622262233104306,
"queueWeight": 0.8622262233104306,
"recentSuccess": 13,
"recentSuccessRate": 0.2653061224489796,
"recentTerminal": 49,
"recentWilsonLowerBound": 0.1621113124514944,
2026-10-08 02:14:55 +00:00
"running": 2,
2026-10-08 02:28:20 +00:00
"selectionWeight": 0.5388382420051103,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 8.166666666666666,
2026-10-08 02:14:55 +00:00
"waiting": 15498
2026-10-07 23:30:43 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 382.625,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.3608481685245635,
"queueFactor": 1.096326343324002,
"queueWeight": 1.096326343324002,
"recentSuccess": 26,
"recentSuccessRate": 0.18055555555555555,
"recentTerminal": 144,
"recentWilsonLowerBound": 0.1262985801362023,
"running": 7,
"selectionWeight": 0.39560735309369793,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 24.0,
"waiting": 9183
2026-10-07 23:30:43 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 508.78125,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.6293583094791467,
"queueFactor": 1.0504519375824717,
"queueWeight": 1.0504519375824717,
2026-10-08 02:14:55 +00:00
"recentSuccess": 29,
2026-10-08 02:28:20 +00:00
"recentSuccessRate": 0.2265625,
"recentTerminal": 128,
"recentWilsonLowerBound": 0.1626314704520524,
2026-10-08 02:14:55 +00:00
"running": 4,
2026-10-08 02:28:20 +00:00
"selectionWeight": 0.6611106556259986,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 21.333333333333332,
"waiting": 10854
2026-10-07 23:30:43 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 1718.921052631579,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
"qualityFactor": 2.5,
2026-10-08 02:28:20 +00:00
"queueFactor": 0.8751197022607649,
"queueWeight": 0.8751197022607649,
"recentSuccess": 31,
"recentSuccessRate": 0.40789473684210525,
"recentTerminal": 76,
"recentWilsonLowerBound": 0.3044362924110896,
2026-10-07 23:30:43 +00:00
"running": 4,
2026-10-08 02:28:20 +00:00
"selectionWeight": 2.187799255651912,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 12.666666666666666,
"waiting": 21773
2026-10-07 23:30:43 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 2638.923076923077,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-08 02:28:20 +00:00
"qualityFactor": 0.2546670908081134,
"queueFactor": 0.8206195166845721,
"queueWeight": 0.8206195166845721,
"recentSuccess": 8,
"recentSuccessRate": 0.20512820512820512,
"recentTerminal": 39,
"recentWilsonLowerBound": 0.10779590197911117,
2026-10-07 23:30:43 +00:00
"running": 2,
2026-10-08 02:28:20 +00:00
"selectionWeight": 0.20898478497442005,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 6.5,
"waiting": 17153
2026-10-07 23:30:43 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 663.3896103896103,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.05,
2026-10-08 02:28:20 +00:00
"queueFactor": 1.009463339406955,
"queueWeight": 1.009463339406955,
2026-10-08 01:52:11 +00:00
"recentSuccess": 3,
2026-10-08 02:28:20 +00:00
"recentSuccessRate": 0.01948051948051948,
"recentTerminal": 154,
"recentWilsonLowerBound": 0.00664678005963353,
"running": 16,
"selectionWeight": 0.05047316697034775,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": false,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 25.666666666666668,
"waiting": 17027
2026-10-07 23:30:43 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-08 02:28:20 +00:00
"backlogHours": 1180.0555555555557,
2026-10-07 23:30:43 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-08 02:28:20 +00:00
"qualityFactor": 1.8930968436603526,
"queueFactor": 0.9259136425242689,
"queueWeight": 0.9259136425242689,
"recentSuccess": 38,
"recentSuccessRate": 0.35185185185185186,
"recentTerminal": 108,
"recentWilsonLowerBound": 0.26828862070909015,
2026-10-08 02:02:51 +00:00
"running": 6,
2026-10-08 02:28:20 +00:00
"selectionWeight": 1.7528441941647535,
2026-10-07 23:30:43 +00:00
"stale": false,
"submissionEligible": true,
2026-10-08 02:28:20 +00:00
"throughputPerHour": 18.0,
"waiting": 21241
2026-10-07 23:30:43 +00:00
}
},
2026-10-08 02:28:20 +00:00
"queueAttemptedAt": "2026-10-08T02:22:49.896587+00:00",
2026-10-07 23:30:43 +00:00
"queueError": null,
2026-10-08 02:28:20 +00:00
"queueUpdatedAt": "2026-10-08T02:22:49.896587+00:00",
2026-10-07 23:30:43 +00:00
"supportedGpus": [
"Vastai_va16",
"Cambricon_mlu-370-x4",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Iluvatar_bi-150",
"Ascend_910-b4",
"Ascend_910-b3",
"hygon_k100-ai",
"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
}