Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-16 21:39:03 +00:00
{
2026-09-16 23:54:52 +00:00
"communityAttemptedAt": "2026-09-16T23:53:02.213984+00:00",
2026-09-16 21:39:03 +00:00
"communityError": null,
"communitySample": {},
2026-09-16 23:54:52 +00:00
"communityUpdatedAt": "2026-09-16T23:53:02.213984+00:00",
2026-09-16 21:39:03 +00:00
"frameworkAttemptedAt": "2026-09-16T20:37:36.627773+00:00",
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 39288,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 18933,
"successRate": 0.48190287110568114,
"wilsonLowerBound": 0.47696392031609386
},
"vllm": {
"framework": "vllm",
"modelCount": 52233,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14681,
"successRate": 0.2810675243619934,
"wilsonLowerBound": 0.2772286569793075
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 2477,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 680,
"successRate": 0.2745256358498183,
"wilsonLowerBound": 0.2573099177256307
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 32503,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 14264,
"successRate": 0.43885179829554194,
"wilsonLowerBound": 0.4334643308426949
},
"vllm": {
"framework": "vllm",
"modelCount": 37245,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10611,
"successRate": 0.28489730165122834,
"wilsonLowerBound": 0.280335606892921
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 8302,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3617,
"successRate": 0.43567814984341124,
"wilsonLowerBound": 0.42504409319602304
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
"modelCount": 63890,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12071,
"successRate": 0.1889341054938175,
"wilsonLowerBound": 0.18591739331860657
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 16510,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3304,
"successRate": 0.20012113870381587,
"wilsonLowerBound": 0.1940882419370684
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 5787,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 51,
"successRate": 0.008812856402280975,
"wilsonLowerBound": 0.00670950133287407
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
"modelCount": 26108,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3212,
"successRate": 0.12302742454420101,
"wilsonLowerBound": 0.11909838938127634
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16463,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10168256089412622,
"wilsonLowerBound": 0.09715830306169429
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 10739,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4548,
"successRate": 0.4235031194710867,
"wilsonLowerBound": 0.41418664004500805
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
"modelCount": 24117,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3781,
"successRate": 0.15677737695401583,
"wilsonLowerBound": 0.15224319425109478
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8066,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.0674435903793702,
"wilsonLowerBound": 0.0621738174048722
},
"vllm-mlu": {
"framework": "vllm-mlu",
"modelCount": 41964,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 10543,
"successRate": 0.25123915737298635,
"wilsonLowerBound": 0.2471122012044241
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
"modelCount": 23176,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3052,
"successRate": 0.13168795305488437,
"wilsonLowerBound": 0.12739533392660884
},
"vllm": {
"framework": "vllm",
"modelCount": 86588,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
"successRate": 0.11276389338014506,
"wilsonLowerBound": 0.11067420815224692
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 39927,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 4901,
"successRate": 0.1227490169559446,
"wilsonLowerBound": 0.11956646346479059
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 30312,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3372,
"successRate": 0.111243072050673,
"wilsonLowerBound": 0.10775243251634917
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 88283,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20857,
"successRate": 0.23625159996828382,
"wilsonLowerBound": 0.23346103683475566
},
"transformers": {
"framework": "transformers",
"modelCount": 5147,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 565,
"successRate": 0.10977268311637847,
"wilsonLowerBound": 0.10152158033165373
},
"vllm": {
"framework": "vllm",
"modelCount": 112498,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16506,
"successRate": 0.14672260840192713,
"wilsonLowerBound": 0.14466702052400063
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
"modelCount": 16586,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3366,
"successRate": 0.20294224044374773,
"wilsonLowerBound": 0.1968904351159224
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 42787,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5570,
"successRate": 0.13017972748732093,
"wilsonLowerBound": 0.12702439755054418
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 6552,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 524,
"successRate": 0.07997557997557997,
"wilsonLowerBound": 0.0736508027370214
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
"modelCount": 30818,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5447,
"successRate": 0.17674735544162504,
"wilsonLowerBound": 0.17252882569403258
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
"modelCount": 60820,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12388,
"successRate": 0.2036829990134824,
"wilsonLowerBound": 0.20050099958682271
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 7229,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2113,
"successRate": 0.2922949232258957,
"wilsonLowerBound": 0.28192280094488975
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 12473,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3237,
"successRate": 0.25952056441914534,
"wilsonLowerBound": 0.25190212990001654
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
"modelCount": 60201,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 16458,
"successRate": 0.2733841630537699,
"wilsonLowerBound": 0.26983835219619134
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 46387,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 20249,
"successRate": 0.4365231638174489,
"wilsonLowerBound": 0.4320152479252347
},
"vllm": {
"framework": "vllm",
"modelCount": 36215,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3309,
"successRate": 0.09137097887615629,
"wilsonLowerBound": 0.0884465348647399
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
"modelCount": 421,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 0,
"successRate": 0.0,
"wilsonLowerBound": 0.0
}
},
"Sunrise_pt-200-x1": {
"sglang": {
"framework": "sglang",
"modelCount": 6277,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 192,
"successRate": 0.03058786044288673,
"wilsonLowerBound": 0.026606614466574273
},
"vllm": {
"framework": "vllm",
"modelCount": 10018,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 735,
"successRate": 0.07336793771211819,
"wilsonLowerBound": 0.06842393454370647
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 5796,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 2447,
"successRate": 0.4221877156659765,
"wilsonLowerBound": 0.4095277276933134
}
},
"Vastai_va16": {
"vllm": {
"framework": "vllm",
"modelCount": 7372,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 235,
"successRate": 0.031877373846988605,
"wilsonLowerBound": 0.028104591006162857
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
"modelCount": 11252,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3766,
"successRate": 0.33469605403483826,
"wilsonLowerBound": 0.3260345791816279
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
"modelCount": 26264,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 13306,
"successRate": 0.5066250380749314,
"wilsonLowerBound": 0.5005779631358126
},
"vllm": {
"framework": "vllm",
"modelCount": 61766,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 6139,
"successRate": 0.0993912508499822,
"wilsonLowerBound": 0.09705658833614847
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
"modelCount": 12363,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1755,
"successRate": 0.14195583596214512,
"wilsonLowerBound": 0.13591487681628772
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-16 23:54:52 +00:00
"generatedAt": "2026-09-16T23:53:02.213984+00:00",
2026-09-16 21:39:03 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 989.751724137931,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-16 23:54:52 +00:00
"qualityFactor": 1.5763165335520504,
"queueFactor": 0.9928737681295398,
"queueWeight": 0.9928737681295398,
"recentSuccess": 46,
"recentSuccessRate": 0.31724137931034485,
"recentTerminal": 145,
"recentWilsonLowerBound": 0.24704058770171994,
"running": 9,
"selectionWeight": 1.5650833364327184,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 24.166666666666668,
"waiting": 23919
2026-09-16 21:39:03 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 1379.6097560975609,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-16 23:54:52 +00:00
"qualityFactor": 2.303116083211218,
"queueFactor": 0.9446252240549963,
"queueWeight": 0.9446252240549963,
"recentSuccess": 46,
"recentSuccessRate": 0.37398373983739835,
"recentTerminal": 123,
"recentWilsonLowerBound": 0.29350763399946533,
"running": 10,
"selectionWeight": 2.175581546128062,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 20.5,
"waiting": 28282
2026-09-16 21:39:03 +00:00
},
"Biren_166m": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 119.8705035971223,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-16 23:43:12 +00:00
"qualityFactor": 0.05,
2026-09-16 21:39:03 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-16 23:54:52 +00:00
"recentSuccess": 19,
"recentSuccessRate": 0.0683453237410072,
"recentTerminal": 278,
"recentWilsonLowerBound": 0.04418697345998036,
2026-09-16 23:43:12 +00:00
"running": 7,
"selectionWeight": 0.065,
2026-09-16 21:39:03 +00:00
"stale": false,
2026-09-16 23:54:52 +00:00
"submissionEligible": false,
"throughputPerHour": 46.333333333333336,
"waiting": 5554
2026-09-16 21:39:03 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 1373.6417910447763,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-16 23:54:52 +00:00
"qualityFactor": 1.0158003801479152,
"queueFactor": 0.9452396974265538,
"queueWeight": 0.9452396974265538,
"recentSuccess": 20,
"recentSuccessRate": 0.29850746268656714,
"recentTerminal": 67,
"recentWilsonLowerBound": 0.20231361154976887,
"running": 10,
"selectionWeight": 0.9601748439767936,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 11.166666666666666,
"waiting": 15339
2026-09-16 21:39:03 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 428.26666666666665,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-16 23:54:52 +00:00
"qualityFactor": 0.17937432866452446,
"queueFactor": 1.1258119022795996,
"queueWeight": 1.1258119022795996,
2026-09-16 23:19:46 +00:00
"recentSuccess": 19,
2026-09-16 23:54:52 +00:00
"recentSuccessRate": 0.14074074074074075,
"recentTerminal": 135,
"recentWilsonLowerBound": 0.09198786092943734,
2026-09-16 23:08:28 +00:00
"running": 7,
2026-09-16 23:54:52 +00:00
"selectionWeight": 0.2019417541739344,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 22.5,
"waiting": 9636
2026-09-16 21:39:03 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 43.53370786516854,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-16 23:43:12 +00:00
"recentSuccess": 18,
2026-09-16 23:54:52 +00:00
"recentSuccessRate": 0.05056179775280899,
"recentTerminal": 356,
"recentWilsonLowerBound": 0.032218666498229256,
"running": 25,
2026-09-16 21:39:03 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 59.333333333333336,
"waiting": 2583
2026-09-16 21:39:03 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 155.13253012048193,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-16 23:54:52 +00:00
"qualityFactor": 0.31812711303150865,
2026-09-16 21:39:03 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-16 23:54:52 +00:00
"recentSuccess": 28,
"recentSuccessRate": 0.1686746987951807,
"recentTerminal": 166,
"recentWilsonLowerBound": 0.1193547728835678,
2026-09-16 23:30:53 +00:00
"running": 6,
2026-09-16 23:54:52 +00:00
"selectionWeight": 0.41356524694096125,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 27.666666666666668,
"waiting": 4292
2026-09-16 21:39:03 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 2747.8285714285716,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-16 23:43:12 +00:00
"qualityFactor": 2.5,
2026-09-16 23:54:52 +00:00
"queueFactor": 0.8518723683349447,
"queueWeight": 0.8518723683349447,
2026-09-16 23:43:12 +00:00
"recentSuccess": 16,
"recentSuccessRate": 0.45714285714285713,
"recentTerminal": 35,
"recentWilsonLowerBound": 0.30465773633760845,
2026-09-16 23:08:28 +00:00
"running": 2,
2026-09-16 23:54:52 +00:00
"selectionWeight": 2.129680920837362,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:43:12 +00:00
"throughputPerHour": 5.833333333333333,
2026-09-16 23:54:52 +00:00
"waiting": 16029
2026-09-16 21:39:03 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 597.421052631579,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-16 23:54:52 +00:00
"qualityFactor": 0.6117153939551365,
"queueFactor": 1.0709788599031111,
"queueWeight": 1.0709788599031111,
"recentSuccess": 26,
"recentSuccessRate": 0.22807017543859648,
2026-09-16 23:43:12 +00:00
"recentTerminal": 114,
2026-09-16 23:54:52 +00:00
"recentWilsonLowerBound": 0.16065986333040763,
2026-09-16 23:08:28 +00:00
"running": 8,
2026-09-16 23:54:52 +00:00
"selectionWeight": 0.6551342552032546,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:43:12 +00:00
"throughputPerHour": 19.0,
2026-09-16 23:54:52 +00:00
"waiting": 11351
2026-09-16 21:39:03 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 805.8620689655172,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-16 23:43:12 +00:00
"qualityFactor": 1.3859891894579548,
2026-09-16 23:54:52 +00:00
"queueFactor": 1.023962069906778,
"queueWeight": 1.023962069906778,
2026-09-16 23:30:53 +00:00
"recentSuccess": 28,
2026-09-16 23:43:12 +00:00
"recentSuccessRate": 0.3218390804597701,
"recentTerminal": 87,
"recentWilsonLowerBound": 0.23300577279734025,
"running": 4,
2026-09-16 23:54:52 +00:00
"selectionWeight": 1.419200359305785,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:43:12 +00:00
"throughputPerHour": 14.5,
2026-09-16 23:54:52 +00:00
"waiting": 11685
2026-09-16 21:39:03 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 1674.5454545454545,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-16 23:54:52 +00:00
"qualityFactor": 1.4829265999085868,
"queueFactor": 0.9175683727742563,
"queueWeight": 0.9175683727742563,
"recentSuccess": 29,
"recentSuccessRate": 0.32954545454545453,
"recentTerminal": 88,
"recentWilsonLowerBound": 0.240276916679746,
2026-09-16 21:39:03 +00:00
"running": 4,
2026-09-16 23:54:52 +00:00
"selectionWeight": 1.3606865472217826,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 14.666666666666666,
2026-09-16 23:43:12 +00:00
"waiting": 24560
2026-09-16 21:39:03 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-16 23:19:46 +00:00
"backlogHours": 2450.5263157894738,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-16 23:43:12 +00:00
"qualityFactor": 0.3834910197244372,
2026-09-16 23:54:52 +00:00
"queueFactor": 0.8666307030094357,
"queueWeight": 0.8666307030094357,
2026-09-16 23:08:28 +00:00
"recentSuccess": 9,
2026-09-16 23:19:46 +00:00
"recentSuccessRate": 0.23684210526315788,
"recentTerminal": 38,
"recentWilsonLowerBound": 0.12993561496969508,
2026-09-16 21:39:03 +00:00
"running": 2,
2026-09-16 23:54:52 +00:00
"selectionWeight": 0.3323450920215944,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:19:46 +00:00
"throughputPerHour": 6.333333333333333,
2026-09-16 22:45:57 +00:00
"waiting": 15520
2026-09-16 21:39:03 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 1836.6521739130435,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-16 23:54:52 +00:00
"qualityFactor": 0.17455804969466643,
"queueFactor": 0.9049382370706591,
"queueWeight": 0.9049382370706591,
"recentSuccess": 8,
"recentSuccessRate": 0.17391304347826086,
"recentTerminal": 46,
"recentWilsonLowerBound": 0.09085683568889252,
2026-09-16 21:39:03 +00:00
"running": 16,
2026-09-16 23:54:52 +00:00
"selectionWeight": 0.15796425375718395,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 7.666666666666667,
"waiting": 14081
2026-09-16 21:39:03 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-16 23:54:52 +00:00
"backlogHours": 897.5869565217391,
2026-09-16 21:39:03 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-16 23:54:52 +00:00
"qualityFactor": 1.338123274541626,
"queueFactor": 1.0075381438097186,
"queueWeight": 1.0075381438097186,
"recentSuccess": 29,
"recentSuccessRate": 0.31521739130434784,
"recentTerminal": 92,
"recentWilsonLowerBound": 0.2293129742179435,
2026-09-16 23:43:12 +00:00
"running": 6,
2026-09-16 23:54:52 +00:00
"selectionWeight": 1.3482102402202525,
2026-09-16 21:39:03 +00:00
"stale": false,
"submissionEligible": true,
2026-09-16 23:54:52 +00:00
"throughputPerHour": 15.333333333333334,
"waiting": 13763
2026-09-16 21:39:03 +00:00
}
},
2026-09-16 23:54:52 +00:00
"queueAttemptedAt": "2026-09-16T23:53:02.213984+00:00",
2026-09-16 21:39:03 +00:00
"queueError": null,
2026-09-16 23:54:52 +00:00
"queueUpdatedAt": "2026-09-16T23:53:02.213984+00:00",
2026-09-16 21:39:03 +00:00
"supportedGpus": [
"Vastai_va16",
"Kunlunxin_p-800",
"Iluvatar_mrv-100",
"Cambricon_mlu-370-x4",
"Iluvatar_bi-150",
"Ascend_910-b4",
"hygon_k100-ai",
"Ascend_910-b3",
"Biren_166m",
"MetaX_c-500",
"Sunrise_pt-200-x1",
"Iluvatar_bi-100",
"Cambricon_mlu-370-x8",
"Mthreads_s4000"
],
"taskTypes": [
"text-generation"
],
"throughputWindowHours": 6,
"version": 3
}