Files
submmit/.modelhub_state/market_intelligence.json

773 lines
24 KiB
JSON
Raw Normal View History

2026-10-06 23:40:28 +00:00
{
2026-10-07 11:35:06 +00:00
"communityAttemptedAt": "2026-10-07T11:31:59.562492+00:00",
2026-10-06 23:40:28 +00:00
"communityError": null,
"communitySample": {},
2026-10-07 11:35:06 +00:00
"communityUpdatedAt": "2026-10-07T11:31:59.562492+00:00",
2026-10-07 08:53:50 +00:00
"frameworkAttemptedAt": "2026-10-07T08:51:19.082816+00:00",
2026-10-06 23:40:28 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-10-07 08:53:50 +00:00
"modelCount": 41380,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 20391,
"successRate": 0.4927742870952151,
"wilsonLowerBound": 0.4879580834301793
2026-10-06 23:40:28 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 55428,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 15217,
"successRate": 0.2745363354261384,
"wilsonLowerBound": 0.27083671106569096
2026-10-06 23:40:28 +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",
2026-10-07 08:53:50 +00:00
"modelCount": 3957,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 1194,
"successRate": 0.3017437452615618,
"wilsonLowerBound": 0.2876395841035005
2026-10-06 23:40:28 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-10-07 08:53:50 +00:00
"modelCount": 36095,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 16791,
"successRate": 0.46518908436071477,
"wilsonLowerBound": 0.4600473261317595
2026-10-06 23:40:28 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 39331,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 10955,
"successRate": 0.27853347232462944,
"wilsonLowerBound": 0.27412494242580115
2026-10-06 23:40:28 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-07 08:53:50 +00:00
"modelCount": 12001,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 5050,
"successRate": 0.42079826681109905,
"wilsonLowerBound": 0.41199217134203897
2026-10-06 23:40:28 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 64200,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12095,
2026-10-07 08:53:50 +00:00
"successRate": 0.1883956386292835,
"wilsonLowerBound": 0.18538951980161134
2026-10-06 23:40:28 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 27503,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 5961,
"successRate": 0.21673999200087263,
"wilsonLowerBound": 0.21191018463597908
2026-10-06 23:40:28 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-07 08:53:50 +00:00
"modelCount": 7501,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 101,
"successRate": 0.013464871350486601,
"wilsonLowerBound": 0.011094443907275046
2026-10-06 23:40:28 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 26550,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3264,
2026-10-07 08:53:50 +00:00
"successRate": 0.12293785310734463,
"wilsonLowerBound": 0.11904245157890218
2026-10-06 23:40:28 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
2026-10-07 08:53:50 +00:00
"modelCount": 16501,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1676,
2026-10-07 08:53:50 +00:00
"successRate": 0.10156960184231259,
"wilsonLowerBound": 0.09705274789685281
2026-10-06 23:40:28 +00:00
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-10-07 08:53:50 +00:00
"modelCount": 14674,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 5871,
"successRate": 0.40009540684203354,
"wilsonLowerBound": 0.3921956250152796
2026-10-06 23:40:28 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 24636,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 3804,
"successRate": 0.1544081831466147,
"wilsonLowerBound": 0.14994991340580133
2026-10-06 23:40:28 +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",
2026-10-07 08:53:50 +00:00
"modelCount": 49955,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 12535,
"successRate": 0.25092583324992496,
"wilsonLowerBound": 0.24714317508322478
2026-10-06 23:40:28 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-10-07 08:53:50 +00:00
"modelCount": 23762,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3115,
2026-10-07 08:53:50 +00:00
"successRate": 0.13109165895126673,
"wilsonLowerBound": 0.12685992110174144
2026-10-06 23:40:28 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 86912,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9768,
2026-10-07 08:53:50 +00:00
"successRate": 0.11238954344624448,
"wilsonLowerBound": 0.11030679190751505
2026-10-06 23:40:28 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 45238,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 5474,
"successRate": 0.12100446527255847,
"wilsonLowerBound": 0.11803122886915433
2026-10-06 23:40:28 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 44383,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 3627,
"successRate": 0.08172047856161142,
"wilsonLowerBound": 0.07920793914224697
2026-10-06 23:40:28 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-10-07 08:53:50 +00:00
"modelCount": 91719,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 22737,
"successRate": 0.24789847250842245,
"wilsonLowerBound": 0.2451145861002462
2026-10-06 23:40:28 +00:00
},
"transformers": {
"framework": "transformers",
2026-10-07 08:53:50 +00:00
"modelCount": 5473,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 581,
"successRate": 0.10615750045678787,
"wilsonLowerBound": 0.09827082957026088
2026-10-06 23:40:28 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 112820,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16529,
2026-10-07 08:53:50 +00:00
"successRate": 0.14650771139868818,
"wilsonLowerBound": 0.14445630187082825
2026-10-06 23:40:28 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-10-07 08:53:50 +00:00
"modelCount": 22333,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 3894,
"successRate": 0.17436081135539336,
"wilsonLowerBound": 0.1694406798689507
2026-10-06 23:40:28 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 43526,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5659,
2026-10-07 08:53:50 +00:00
"successRate": 0.13001424435969305,
"wilsonLowerBound": 0.12688725889012745
2026-10-06 23:40:28 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-07 08:53:50 +00:00
"modelCount": 7797,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 723,
"successRate": 0.09272797229703732,
"wilsonLowerBound": 0.08648876940540856
2026-10-06 23:40:28 +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",
2026-10-07 08:53:50 +00:00
"modelCount": 33654,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 6544,
"successRate": 0.19444939680275747,
"wilsonLowerBound": 0.19025585812926368
2026-10-06 23:40:28 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 61448,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12415,
2026-10-07 08:53:50 +00:00
"successRate": 0.20204074990235646,
"wilsonLowerBound": 0.19888465279701611
2026-10-06 23:40:28 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 13752,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 3953,
"successRate": 0.28744909831297266,
"wilsonLowerBound": 0.27994510596458577
2026-10-06 23:40:28 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-07 08:53:50 +00:00
"modelCount": 14989,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 3689,
"successRate": 0.24611381679898592,
"wilsonLowerBound": 0.239283551574437
2026-10-06 23:40:28 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 66420,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 18306,
"successRate": 0.275609756097561,
"wilsonLowerBound": 0.27222467526809935
2026-10-06 23:40:28 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-07 08:53:50 +00:00
"modelCount": 690,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 423,
"successRate": 0.6130434782608696,
"wilsonLowerBound": 0.5761709802269077
2026-10-06 23:40:28 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-10-07 08:53:50 +00:00
"modelCount": 48007,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 21417,
"successRate": 0.4461224404774304,
"wilsonLowerBound": 0.44168022858064404
2026-10-06 23:40:28 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 39059,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 4511,
"successRate": 0.11549194807854783,
"wilsonLowerBound": 0.11235996255723332
2026-10-06 23:40:28 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-10-07 08:53:50 +00:00
"modelCount": 991,
2026-10-06 23:40:28 +00:00
"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",
2026-10-07 08:53:50 +00:00
"modelCount": 10069,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 755,
2026-10-07 08:53:50 +00:00
"successRate": 0.07498261992253451,
"wilsonLowerBound": 0.06999893763887836
2026-10-06 23:40:28 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 6998,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 3060,
"successRate": 0.43726779079737066,
"wilsonLowerBound": 0.42568300276636784
2026-10-06 23:40:28 +00:00
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 7406,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 244,
2026-10-07 08:53:50 +00:00
"successRate": 0.03294625978935998,
"wilsonLowerBound": 0.029116949043479782
2026-10-06 23:40:28 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 15982,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 02:49:46 +00:00
"successCount": 4934,
2026-10-07 08:53:50 +00:00
"successRate": 0.3087223126016769,
"wilsonLowerBound": 0.3016067205519647
2026-10-06 23:40:28 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-10-07 08:53:50 +00:00
"modelCount": 27859,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 14190,
"successRate": 0.5093506586740371,
"wilsonLowerBound": 0.5034793785890819
2026-10-06 23:40:28 +00:00
},
"vllm": {
"framework": "vllm",
2026-10-07 08:53:50 +00:00
"modelCount": 66447,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 7001,
"successRate": 0.10536216834469578,
"wilsonLowerBound": 0.10305048996394064
2026-10-06 23:40:28 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-10-07 08:53:50 +00:00
"modelCount": 13390,
2026-10-06 23:40:28 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-10-07 08:53:50 +00:00
"successCount": 2123,
"successRate": 0.1585511575802838,
"wilsonLowerBound": 0.15246242810234995
2026-10-06 23:40:28 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-10-07 11:35:06 +00:00
"generatedAt": "2026-10-07T11:31:59.562492+00:00",
2026-10-06 23:40:28 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 1220.4444444444443,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-07 11:35:06 +00:00
"qualityFactor": 1.3062691109306885,
"queueFactor": 0.9899539340342831,
"queueWeight": 0.9899539340342831,
"recentSuccess": 42,
"recentSuccessRate": 0.3111111111111111,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.2391535984853148,
"running": 8,
"selectionWeight": 1.2931462452733005,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 22.5,
"waiting": 27460
2026-10-06 23:40:28 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 1331.8666666666666,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-07 09:00:30 +00:00
"qualityFactor": 2.5,
2026-10-07 11:35:06 +00:00
"queueFactor": 0.9770652680691098,
"queueWeight": 0.9770652680691098,
"recentSuccess": 54,
"recentSuccessRate": 0.4,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.3212303901255117,
2026-10-07 11:00:12 +00:00
"running": 8,
2026-10-07 11:35:06 +00:00
"selectionWeight": 2.4426631701727746,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 22.5,
"waiting": 29967
2026-10-06 23:40:28 +00:00
},
"Biren_166m": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 147.97714285714284,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.5208750090155928,
2026-10-06 23:40:28 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-07 11:12:04 +00:00
"recentSuccess": 37,
2026-10-07 11:35:06 +00:00
"recentSuccessRate": 0.21142857142857144,
"recentTerminal": 175,
"recentWilsonLowerBound": 0.1574625617081521,
"running": 8,
"selectionWeight": 0.6771375117202707,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 29.166666666666668,
"waiting": 4316
2026-10-06 23:40:28 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 1366.56,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.3140979986546226,
"queueFactor": 0.9733037180346453,
"queueWeight": 0.9733037180346453,
2026-10-07 11:12:04 +00:00
"recentSuccess": 15,
2026-10-07 11:35:06 +00:00
"recentSuccessRate": 0.2,
"recentTerminal": 75,
"recentWilsonLowerBound": 0.12512038203120296,
2026-10-07 09:57:56 +00:00
"running": 7,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.30571274991778524,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 12.5,
"waiting": 17082
2026-10-06 23:40:28 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 444.14173228346453,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.8656725137199635,
"queueFactor": 1.1520317562118954,
"queueWeight": 1.1520317562118954,
"recentSuccess": 34,
"recentSuccessRate": 0.2677165354330709,
"recentTerminal": 127,
"recentWilsonLowerBound": 0.19836232021253514,
"running": 7,
"selectionWeight": 0.9972822262851756,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 21.166666666666668,
"waiting": 9401
2026-10-06 23:40:28 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 51.74794520547945,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-10-07 10:37:33 +00:00
"recentSuccess": 13,
2026-10-07 11:35:06 +00:00
"recentSuccessRate": 0.03561643835616438,
"recentTerminal": 365,
"recentWilsonLowerBound": 0.020930386706529,
"running": 6,
2026-10-06 23:40:28 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 60.833333333333336,
"waiting": 3148
2026-10-06 23:40:28 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 185.3883495145631,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.44081753965567516,
2026-10-07 11:25:04 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
"recentSuccess": 40,
2026-10-07 11:35:06 +00:00
"recentSuccessRate": 0.1941747572815534,
"recentTerminal": 206,
"recentWilsonLowerBound": 0.14596014552922346,
2026-10-07 11:25:04 +00:00
"running": 7,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.5730628015523778,
2026-10-06 23:40:28 +00:00
"stale": false,
2026-10-07 03:55:35 +00:00
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 34.333333333333336,
"waiting": 6365
2026-10-06 23:40:28 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 1607.1724137931035,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.23349071961368845,
"queueFactor": 0.9499118766798461,
"queueWeight": 0.9499118766798461,
2026-10-07 11:25:04 +00:00
"recentSuccess": 11,
2026-10-07 11:35:06 +00:00
"recentSuccessRate": 0.1896551724137931,
"recentTerminal": 58,
"recentWilsonLowerBound": 0.10934140042567435,
2026-10-07 10:37:33 +00:00
"running": 2,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.22179560765556655,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 9.666666666666666,
"waiting": 15536
2026-10-06 23:40:28 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 386.6666666666667,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.20520485102621577,
"queueFactor": 1.1762297993380932,
"queueWeight": 1.1762297993380932,
"recentSuccess": 22,
"recentSuccessRate": 0.1527777777777778,
"recentTerminal": 144,
"recentWilsonLowerBound": 0.10310810700831431,
2026-10-07 11:00:12 +00:00
"running": 8,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.2413680607457691,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 24.0,
"waiting": 9280
2026-10-06 23:40:28 +00:00
},
"MetaX_c-500": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 664.9090909090909,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.6058706266017122,
"queueFactor": 1.0843721310320755,
"queueWeight": 1.0843721310320755,
2026-10-07 11:25:04 +00:00
"recentSuccess": 24,
2026-10-07 11:35:06 +00:00
"recentSuccessRate": 0.24242424242424243,
"recentTerminal": 99,
"recentWilsonLowerBound": 0.16866173936129494,
2026-10-07 09:57:56 +00:00
"running": 4,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.6569892224978375,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 16.5,
"waiting": 10971
2026-10-06 23:40:28 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 1920.264705882353,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-10-07 11:35:06 +00:00
"qualityFactor": 1.7916965159414953,
"queueFactor": 0.9248866762170009,
"queueWeight": 0.9248866762170009,
"recentSuccess": 26,
"recentSuccessRate": 0.38235294117647056,
"recentTerminal": 68,
"recentWilsonLowerBound": 0.2760927529710457,
"running": 5,
"selectionWeight": 1.6571162354187103,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 11.333333333333334,
"waiting": 21763
2026-10-06 23:40:28 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 2052.24,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.1822718343400644,
"queueFactor": 0.9157110730714035,
"queueWeight": 0.9157110730714035,
2026-10-07 11:25:04 +00:00
"recentSuccess": 9,
"recentSuccessRate": 0.18,
"recentTerminal": 50,
"recentWilsonLowerBound": 0.0977008273245379,
2026-10-07 09:57:56 +00:00
"running": 2,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.16690833701423347,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:25:04 +00:00
"throughputPerHour": 8.333333333333334,
2026-10-07 11:35:06 +00:00
"waiting": 17102
2026-10-06 23:40:28 +00:00
},
"Vastai_va16": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 1311.8461538461538,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
"qualityFactor": 0.05,
2026-10-07 11:35:06 +00:00
"queueFactor": 0.9792875926232142,
"queueWeight": 0.9792875926232142,
2026-10-07 10:21:32 +00:00
"recentSuccess": 1,
2026-10-07 11:35:06 +00:00
"recentSuccessRate": 0.01282051282051282,
"recentTerminal": 78,
"recentWilsonLowerBound": 0.002266673388853785,
2026-10-07 07:21:42 +00:00
"running": 16,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.04896437963116071,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": false,
2026-10-07 11:35:06 +00:00
"throughputPerHour": 13.0,
"waiting": 17054
2026-10-06 23:40:28 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-10-07 11:35:06 +00:00
"backlogHours": 1061.55,
2026-10-06 23:40:28 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-10-07 11:35:06 +00:00
"qualityFactor": 0.4845053887656397,
"queueFactor": 1.0108846916991094,
"queueWeight": 1.0108846916991094,
"recentSuccess": 26,
"recentSuccessRate": 0.21666666666666667,
2026-10-07 11:12:04 +00:00
"recentTerminal": 120,
2026-10-07 11:35:06 +00:00
"recentWilsonLowerBound": 0.15236622842757383,
2026-10-07 10:49:19 +00:00
"running": 6,
2026-10-07 11:35:06 +00:00
"selectionWeight": 0.48977908054891084,
2026-10-06 23:40:28 +00:00
"stale": false,
"submissionEligible": true,
2026-10-07 11:12:04 +00:00
"throughputPerHour": 20.0,
2026-10-07 11:35:06 +00:00
"waiting": 21231
2026-10-06 23:40:28 +00:00
}
},
2026-10-07 11:35:06 +00:00
"queueAttemptedAt": "2026-10-07T11:31:59.562492+00:00",
2026-10-06 23:40:28 +00:00
"queueError": null,
2026-10-07 11:35:06 +00:00
"queueUpdatedAt": "2026-10-07T11:31:59.562492+00:00",
2026-10-06 23:40:28 +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
}