Files
submmit/.modelhub_state/market_intelligence.json

791 lines
25 KiB
JSON
Raw Normal View History

2026-10-23 12:14:28 +00:00
{
2026-10-23 13:01:32 +00:00
"communityAttemptedAt": "2026-10-23T13:01:29.161121+00:00",
2026-10-23 12:14:28 +00:00
"communityError": "ModelHubAPIError: 分页大小不能超过100",
"communitySample": {},
"communityUpdatedAt": null,
"frameworkAttemptedAt": "2026-10-23T12:06:14.759955+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 44007,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 22187,
"successRate": 0.5041697911695867,
"wilsonLowerBound": 0.49949819842432125
},
"vllm": {
"framework": "vllm",
"modelCount": 58620,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15634,
"successRate": 0.26670078471511427,
"wilsonLowerBound": 0.2631361335283267
},
"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": 5635,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1816,
"successRate": 0.3222715173025732,
"wilsonLowerBound": 0.3101936801872484
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39072,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18787,
"successRate": 0.4808302620802621,
"wilsonLowerBound": 0.47587818647406654
},
"vllm": {
"framework": "vllm",
"modelCount": 40924,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 11203,
"successRate": 0.2737513439546476,
"wilsonLowerBound": 0.26945269017047235
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 14693,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6050,
"successRate": 0.41176070237528073,
"wilsonLowerBound": 0.4038268405531547
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 64317,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12100,
"successRate": 0.18813066529844363,
"wilsonLowerBound": 0.18512891361905193
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 36727,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7692,
"successRate": 0.20943719879108014,
"wilsonLowerBound": 0.20530611294120568
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8466,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 117,
"successRate": 0.013819985825655563,
"wilsonLowerBound": 0.011544457364223739
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26824,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3294,
"successRate": 0.12280047718461079,
"wilsonLowerBound": 0.11892665277892703
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16526,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
"successRate": 0.10141595062326032,
"wilsonLowerBound": 0.09690557044342328
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 18024,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6914,
"successRate": 0.3835996449178873,
"wilsonLowerBound": 0.376526099219241
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24848,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3811,
"successRate": 0.15337250482936252,
"wilsonLowerBound": 0.14894557314894244
},
"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": 56492,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14172,
"successRate": 0.2508673794519578,
"wilsonLowerBound": 0.24730950013092923
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 26004,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3373,
"successRate": 0.12971081372096602,
"wilsonLowerBound": 0.12568172494110819
},
"vllm": {
"framework": "vllm",
"modelCount": 87134,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9775,
"successRate": 0.11218353340831363,
"wilsonLowerBound": 0.11010510375972507
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 50465,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5774,
"successRate": 0.11441593183394431,
"wilsonLowerBound": 0.11166795618194252
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 53076,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3870,
"successRate": 0.0729143115532444,
"wilsonLowerBound": 0.07073314570821167
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 95327,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 24116,
"successRate": 0.2529818414510055,
"wilsonLowerBound": 0.25023215564111395
},
"llamacpp_opt": {
"framework": "llamacpp_opt",
"modelCount": 156,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
},
"transformers": {
"framework": "transformers",
"modelCount": 5724,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 593,
"successRate": 0.1035988819007687,
"wilsonLowerBound": 0.09596822651095949
},
"vllm": {
"framework": "vllm",
"modelCount": 112952,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16543,
"successRate": 0.14646044337417663,
"wilsonLowerBound": 0.14441050303598618
},
"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": 26388,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4250,
"successRate": 0.16105805669243595,
"wilsonLowerBound": 0.15667227412799561
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 44667,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5811,
"successRate": 0.1300960440593727,
"wilsonLowerBound": 0.1270080009746952
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8579,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 841,
"successRate": 0.0980300734351323,
"wilsonLowerBound": 0.09191646943805239
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 205,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 37,
"successRate": 0.18048780487804877,
"wilsonLowerBound": 0.13387369642098657
},
"vllm": {
"framework": "vllm",
"modelCount": 36059,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7295,
"successRate": 0.2023073296541779,
"wilsonLowerBound": 0.19819272528444692
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 61593,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12431,
"successRate": 0.20182488269770915,
"wilsonLowerBound": 0.19867375988306904
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 19396,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5489,
"successRate": 0.2829964941224995,
"wilsonLowerBound": 0.2767005039717228
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 16492,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3983,
"successRate": 0.24151103565365026,
"wilsonLowerBound": 0.23503947058948763
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 70196,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 19272,
"successRate": 0.27454555815146164,
"wilsonLowerBound": 0.27125645653772457
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1947,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1118,
"successRate": 0.5742167437082691,
"wilsonLowerBound": 0.5521280551109713
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 48770,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 21815,
"successRate": 0.44730367028911217,
"wilsonLowerBound": 0.4428950913704027
},
"vllm": {
"framework": "vllm",
"modelCount": 41602,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5343,
"successRate": 0.12843132541704727,
"wilsonLowerBound": 0.12525056724249523
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 1298,
"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": 7984,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3511,
"successRate": 0.4397545090180361,
"wilsonLowerBound": 0.4288982626274817
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7445,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 247,
"successRate": 0.03317662860980524,
"wilsonLowerBound": 0.02934300967033281
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 20681,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5864,
"successRate": 0.2835452831101011,
"wilsonLowerBound": 0.27744298752470353
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 29318,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 15031,
"successRate": 0.5126884507810902,
"wilsonLowerBound": 0.5069655428587235
},
"vllm": {
"framework": "vllm",
"modelCount": 68873,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 7482,
"successRate": 0.10863473349498352,
"wilsonLowerBound": 0.10633248321023593
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 14516,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2632,
"successRate": 0.181317167263709,
"wilsonLowerBound": 0.17513402062025307
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-23 13:01:32 +00:00
"generatedAt": "2026-10-23T13:01:29.161121+00:00",
2026-10-23 12:14:28 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 1256.5714285714284,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 12:54:44 +00:00
"qualityFactor": 1.6203225205352978,
"queueFactor": 0.9671256408274689,
"queueWeight": 0.9671256408274689,
2026-10-23 12:44:02 +00:00
"recentSuccess": 42,
2026-10-23 12:54:44 +00:00
"recentSuccessRate": 0.3157894736842105,
"recentTerminal": 133,
"recentWilsonLowerBound": 0.24290672937283572,
2026-10-23 12:14:28 +00:00
"running": 8,
2026-10-23 12:54:44 +00:00
"selectionWeight": 1.5670554560198795,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 22.166666666666668,
"waiting": 27854
2026-10-23 12:14:28 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 1419.6350364963505,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
"qualityFactor": 2.5,
2026-10-23 12:54:44 +00:00
"queueFactor": 0.9495863613979445,
"queueWeight": 0.9495863613979445,
"recentSuccess": 51,
"recentSuccessRate": 0.3722627737226277,
"recentTerminal": 137,
"recentWilsonLowerBound": 0.2958339238729821,
2026-10-23 12:14:28 +00:00
"running": 8,
2026-10-23 12:54:44 +00:00
"selectionWeight": 2.3739659034948613,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 22.833333333333332,
2026-10-23 12:44:02 +00:00
"waiting": 32415
2026-10-23 12:14:28 +00:00
},
"Biren_166m": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 129.93396226415092,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.17805155058384428,
2026-10-23 12:14:28 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-23 12:54:44 +00:00
"recentSuccess": 27,
"recentSuccessRate": 0.12735849056603774,
"recentTerminal": 212,
"recentWilsonLowerBound": 0.08902359612249729,
2026-10-23 12:14:28 +00:00
"running": 8,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.23146701575899759,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 35.333333333333336,
"waiting": 4591
2026-10-23 12:14:28 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 1292.857142857143,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.48258099019757206,
"queueFactor": 0.9630046714561253,
"queueWeight": 0.9630046714561253,
2026-10-23 12:33:33 +00:00
"recentSuccess": 18,
2026-10-23 12:44:02 +00:00
"recentSuccessRate": 0.21428571428571427,
"recentTerminal": 84,
"recentWilsonLowerBound": 0.14006654921749653,
"running": 7,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.46472774791618454,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:44:02 +00:00
"throughputPerHour": 14.0,
2026-10-23 12:54:44 +00:00
"waiting": 18100
2026-10-23 12:14:28 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 470.1,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.2867758186928953,
"queueFactor": 1.1208111353667156,
"queueWeight": 1.1208111353667156,
2026-10-23 12:44:02 +00:00
"recentSuccess": 20,
2026-10-23 12:54:44 +00:00
"recentSuccessRate": 0.16666666666666666,
"recentTerminal": 120,
"recentWilsonLowerBound": 0.11055912012704823,
2026-10-23 12:14:28 +00:00
"running": 7,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.3214215309449034,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 20.0,
"waiting": 9402
2026-10-23 12:14:28 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 63.407854984894264,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.053818376967745926,
2026-10-23 12:14:28 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-23 12:54:44 +00:00
"recentSuccess": 25,
"recentSuccessRate": 0.0755287009063444,
"recentTerminal": 331,
"recentWilsonLowerBound": 0.05167927624975262,
2026-10-23 12:44:02 +00:00
"running": 24,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.0699638900580697,
2026-10-23 12:14:28 +00:00
"stale": false,
2026-10-23 12:54:44 +00:00
"submissionEligible": true,
"throughputPerHour": 55.166666666666664,
"waiting": 3498
2026-10-23 12:14:28 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 353.5488721804511,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.12362878302045235,
"queueFactor": 1.1697513533054942,
"queueWeight": 1.1697513533054942,
2026-10-23 12:14:28 +00:00
"recentSuccess": 16,
2026-10-23 12:54:44 +00:00
"recentSuccessRate": 0.12030075187969924,
"recentTerminal": 133,
"recentWilsonLowerBound": 0.07542116562091343,
2026-10-23 12:44:02 +00:00
"running": 5,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.14461493624568544,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 22.166666666666668,
"waiting": 7837
2026-10-23 12:14:28 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 2540.3684210526317,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.19240364821692665,
"queueFactor": 0.8702148074610279,
"queueWeight": 0.8702148074610279,
2026-10-23 12:14:28 +00:00
"recentSuccess": 7,
2026-10-23 12:54:44 +00:00
"recentSuccessRate": 0.18421052631578946,
"recentTerminal": 38,
"recentWilsonLowerBound": 0.0922164845325749,
2026-10-23 12:14:28 +00:00
"running": 2,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.16743250368789217,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 6.333333333333333,
"waiting": 16089
2026-10-23 12:14:28 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 294.1967213114754,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.38684677016820423,
"queueFactor": 1.2024452205671916,
"queueWeight": 1.2024452205671916,
"recentSuccess": 32,
"recentSuccessRate": 0.17486338797814208,
"recentTerminal": 183,
"recentWilsonLowerBound": 0.12667294509291396,
2026-10-23 12:14:28 +00:00
"running": 8,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.465162049880612,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 30.5,
"waiting": 8973
2026-10-23 12:14:28 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 597.9652173913043,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-23 12:54:44 +00:00
"qualityFactor": 1.1100336112908766,
"queueFactor": 1.0810843646720398,
"queueWeight": 1.0810843646720398,
"recentSuccess": 32,
"recentSuccessRate": 0.2782608695652174,
"recentTerminal": 115,
"recentWilsonLowerBound": 0.20453775426690435,
2026-10-23 12:14:28 +00:00
"running": 4,
2026-10-23 12:54:44 +00:00
"selectionWeight": 1.2000399814270073,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 19.166666666666668,
"waiting": 11461
2026-10-23 12:14:28 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 1924.829268292683,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-23 12:54:44 +00:00
"qualityFactor": 1.249371796616898,
"queueFactor": 0.9071981223254073,
"queueWeight": 0.9071981223254073,
"recentSuccess": 25,
"recentSuccessRate": 0.3048780487804878,
"recentTerminal": 82,
"recentWilsonLowerBound": 0.21583254094468945,
2026-10-23 12:44:02 +00:00
"running": 4,
2026-10-23 12:54:44 +00:00
"selectionWeight": 1.1334277479771706,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 13.666666666666666,
"waiting": 26306
2026-10-23 12:14:28 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 1535.013698630137,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-23 12:23:12 +00:00
"qualityFactor": 0.05,
2026-10-23 12:54:44 +00:00
"queueFactor": 0.9385213062762212,
"queueWeight": 0.9385213062762212,
"recentSuccess": 6,
"recentSuccessRate": 0.0821917808219178,
"recentTerminal": 73,
"recentWilsonLowerBound": 0.038213229973420255,
2026-10-23 12:14:28 +00:00
"running": 2,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.04692606531381106,
2026-10-23 12:14:28 +00:00
"stale": false,
2026-10-23 12:23:12 +00:00
"submissionEligible": false,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 12.166666666666666,
"waiting": 18676
2026-10-23 12:14:28 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 754.5416666666666,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.8407324808196108,
"queueFactor": 1.0440192121743248,
"queueWeight": 1.0440192121743248,
"recentSuccess": 35,
"recentSuccessRate": 0.24305555555555555,
"recentTerminal": 144,
"recentWilsonLowerBound": 0.18026844362664393,
2026-10-23 12:14:28 +00:00
"running": 16,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.8777408622746558,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:54:44 +00:00
"throughputPerHour": 24.0,
"waiting": 18109
2026-10-23 12:14:28 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-23 12:54:44 +00:00
"backlogHours": 1609.1739130434783,
2026-10-23 12:14:28 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-23 12:54:44 +00:00
"qualityFactor": 0.5236655659682823,
"queueFactor": 0.9319026081680241,
"queueWeight": 0.9319026081680241,
2026-10-23 12:44:02 +00:00
"recentSuccess": 20,
"recentSuccessRate": 0.21739130434782608,
"recentTerminal": 92,
"recentWilsonLowerBound": 0.14536619823911479,
"running": 6,
2026-10-23 12:54:44 +00:00
"selectionWeight": 0.48800530673362674,
2026-10-23 12:14:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-23 12:44:02 +00:00
"throughputPerHour": 15.333333333333334,
2026-10-23 12:54:44 +00:00
"waiting": 24674
2026-10-23 12:14:28 +00:00
}
},
2026-10-23 12:54:44 +00:00
"queueAttemptedAt": "2026-10-23T12:54:38.693723+00:00",
2026-10-23 12:14:28 +00:00
"queueError": null,
2026-10-23 12:54:44 +00:00
"queueUpdatedAt": "2026-10-23T12:54:38.693723+00:00",
2026-10-23 12:14:28 +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",
"Biren_166m",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}