Files
submmit/.modelhub_state/market_intelligence.json

755 lines
24 KiB
JSON
Raw Normal View History

2026-09-17 07:00:42 +00:00
{
2026-09-17 14:09:15 +00:00
"communityAttemptedAt": "2026-09-17T14:07:14.058077+00:00",
2026-09-17 07:00:42 +00:00
"communityError": null,
"communitySample": {},
2026-09-17 14:09:15 +00:00
"communityUpdatedAt": "2026-09-17T14:07:14.058077+00:00",
2026-09-17 08:42:54 +00:00
"frameworkAttemptedAt": "2026-09-17T08:41:15.696979+00:00",
2026-09-17 07:00:42 +00:00
"frameworkError": null,
"frameworkStats": {
"text-generation": {
"Ascend_910-b3": {
"llamacpp": {
"framework": "llamacpp",
2026-09-17 08:42:54 +00:00
"modelCount": 39360,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 18975,
"successRate": 0.48208841463414637,
"wilsonLowerBound": 0.47715389704070915
2026-09-17 07:00:42 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 52360,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 14707,
"successRate": 0.28088235294117647,
"wilsonLowerBound": 0.2770489106119704
2026-09-17 07:00:42 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-17 08:42:54 +00:00
"modelCount": 2526,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 699,
"successRate": 0.27672209026128264,
"wilsonLowerBound": 0.25962437090752155
2026-09-17 07:00:42 +00:00
}
},
"Ascend_910-b4": {
"llamacpp": {
"framework": "llamacpp",
2026-09-17 08:42:54 +00:00
"modelCount": 32588,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 14318,
"successRate": 0.4393641831348963,
"wilsonLowerBound": 0.4339829932996816
2026-09-17 07:00:42 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 37286,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 10619,
"successRate": 0.2847985839188972,
"wilsonLowerBound": 0.28023987324717947
2026-09-17 07:00:42 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-17 08:42:54 +00:00
"modelCount": 8406,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3650,
"successRate": 0.4342136569117297,
"wilsonLowerBound": 0.42365014921931227
2026-09-17 07:00:42 +00:00
}
},
"Biren_166m": {
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 63899,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12072,
2026-09-17 08:42:54 +00:00
"successRate": 0.18892314433715707,
"wilsonLowerBound": 0.18590671148501753
2026-09-17 07:00:42 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-17 08:42:54 +00:00
"modelCount": 16754,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3358,
"successRate": 0.20042974811985198,
"wilsonLowerBound": 0.19443686356941225
2026-09-17 07:00:42 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-17 08:42:54 +00:00
"modelCount": 5854,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 54,
"successRate": 0.009224461906388794,
"wilsonLowerBound": 0.007077057468671067
2026-09-17 07:00:42 +00:00
}
},
"Cambricon_mlu-370-x4": {
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 26118,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3215,
"successRate": 0.12309518339842254,
"wilsonLowerBound": 0.11916593730837402
2026-09-17 07:00:42 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 16464,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1674,
"successRate": 0.10167638483965015,
"wilsonLowerBound": 0.09715238732010051
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-17 08:42:54 +00:00
"modelCount": 10821,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 4581,
"successRate": 0.42334349875242583,
"wilsonLowerBound": 0.41406279275918273
2026-09-17 07:00:42 +00:00
}
},
"Cambricon_mlu-370-x8": {
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 24125,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3781,
2026-09-17 08:42:54 +00:00
"successRate": 0.15672538860103627,
"wilsonLowerBound": 0.15219257612955375
2026-09-17 07:00:42 +00:00
},
"vllm-customized": {
"framework": "vllm-customized",
"modelCount": 8066,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 544,
"successRate": 0.0674435903793702,
"wilsonLowerBound": 0.0621738174048722
},
"vllm-mlu": {
"framework": "vllm-mlu",
2026-09-17 08:42:54 +00:00
"modelCount": 42155,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 10589,
"successRate": 0.25119202941525326,
"wilsonLowerBound": 0.24707464349705474
2026-09-17 07:00:42 +00:00
}
},
"Iluvatar_bi-100": {
"transformers": {
"framework": "transformers",
2026-09-17 08:42:54 +00:00
"modelCount": 23188,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 3052,
2026-09-17 08:42:54 +00:00
"successRate": 0.13161980334655857,
"wilsonLowerBound": 0.12732924591273578
2026-09-17 07:00:42 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 86594,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 9764,
2026-09-17 08:42:54 +00:00
"successRate": 0.11275608009792826,
"wilsonLowerBound": 0.11066653072696542
2026-09-17 07:00:42 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-17 08:42:54 +00:00
"modelCount": 40070,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 4927,
"successRate": 0.12295982031444971,
"wilsonLowerBound": 0.1197804951601539
2026-09-17 07:00:42 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-17 08:42:54 +00:00
"modelCount": 30652,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3378,
"successRate": 0.11020488059506721,
"wilsonLowerBound": 0.10674792814181727
2026-09-17 07:00:42 +00:00
}
},
"Iluvatar_bi-150": {
"llamacpp": {
"framework": "llamacpp",
2026-09-17 08:42:54 +00:00
"modelCount": 88363,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 20913,
"successRate": 0.23667145751049648,
"wilsonLowerBound": 0.23388041753277528
2026-09-17 07:00:42 +00:00
},
"transformers": {
"framework": "transformers",
2026-09-17 08:42:54 +00:00
"modelCount": 5156,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 565,
2026-09-17 08:42:54 +00:00
"successRate": 0.1095810705973623,
"wilsonLowerBound": 0.10134358646827077
2026-09-17 07:00:42 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 112509,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 16507,
"successRate": 0.14671715151676754,
"wilsonLowerBound": 0.14466169556043257
2026-09-17 07:00:42 +00:00
},
"vllm_0_17_0_corex_4_4_0": {
"framework": "vllm_0_17_0_corex_4_4_0",
2026-09-17 08:42:54 +00:00
"modelCount": 16830,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3389,
"successRate": 0.2013666072489602,
"wilsonLowerBound": 0.19537633728304576
2026-09-17 07:00:42 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-17 08:42:54 +00:00
"modelCount": 42794,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 5570,
2026-09-17 08:42:54 +00:00
"successRate": 0.13015843342524652,
"wilsonLowerBound": 0.12700358246967536
2026-09-17 07:00:42 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-17 08:42:54 +00:00
"modelCount": 6588,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 528,
"successRate": 0.08014571948998178,
"wilsonLowerBound": 0.07383114397265658
2026-09-17 07:00:42 +00:00
}
},
"Iluvatar_mrv-100": {
"transformers": {
"framework": "transformers",
"modelCount": 200,
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 36,
"successRate": 0.18,
"wilsonLowerBound": 0.1329455066253411
},
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 30891,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 5476,
"successRate": 0.17726846006927585,
"wilsonLowerBound": 0.1730498886622285
2026-09-17 07:00:42 +00:00
}
},
"Kunlunxin_p-800": {
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 60833,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 12389,
2026-09-17 08:42:54 +00:00
"successRate": 0.20365591044334488,
"wilsonLowerBound": 0.20047440910894626
2026-09-17 07:00:42 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-17 08:42:54 +00:00
"modelCount": 7386,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 2151,
"successRate": 0.29122664500406176,
"wilsonLowerBound": 0.28097584750992727
2026-09-17 07:00:42 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-17 08:42:54 +00:00
"modelCount": 12569,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3257,
"successRate": 0.25912960458270345,
"wilsonLowerBound": 0.2515439027003866
2026-09-17 07:00:42 +00:00
}
},
"MetaX_c-500": {
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 60359,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 16507,
"successRate": 0.27348034261667686,
"wilsonLowerBound": 0.26993876043682347
2026-09-17 07:00:42 +00:00
}
},
"Mthreads_s4000": {
"llamacpp": {
"framework": "llamacpp",
2026-09-17 08:42:54 +00:00
"modelCount": 46422,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 20274,
"successRate": 0.43673258368876827,
"wilsonLowerBound": 0.4322261046567839
2026-09-17 07:00:42 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 36270,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3339,
"successRate": 0.09205955334987594,
"wilsonLowerBound": 0.08912720006596371
2026-09-17 07:00:42 +00:00
},
"vllm_tokenizer_patch": {
"framework": "vllm_tokenizer_patch",
2026-09-17 08:42:54 +00:00
"modelCount": 438,
2026-09-17 07:00:42 +00:00
"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",
2026-09-17 08:42:54 +00:00
"modelCount": 10020,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 736,
2026-09-17 08:42:54 +00:00
"successRate": 0.07345309381237525,
"wilsonLowerBound": 0.0685068111770585
2026-09-17 07:00:42 +00:00
},
"vllm_fix_tokenizer": {
"framework": "vllm_fix_tokenizer",
2026-09-17 08:42:54 +00:00
"modelCount": 5830,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 2464,
"successRate": 0.4226415094339623,
"wilsonLowerBound": 0.41001619090083685
2026-09-17 07:00:42 +00:00
}
},
"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",
2026-09-17 08:42:54 +00:00
"modelCount": 11330,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 3781,
"successRate": 0.33371579876434243,
"wilsonLowerBound": 0.32509066018132865
2026-09-17 07:00:42 +00:00
}
},
"hygon_k100-ai": {
"llamacpp": {
"framework": "llamacpp",
2026-09-17 08:42:54 +00:00
"modelCount": 26311,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 13330,
"successRate": 0.5066322070616852,
"wilsonLowerBound": 0.5005905357351418
2026-09-17 07:00:42 +00:00
},
"vllm": {
"framework": "vllm",
2026-09-17 08:42:54 +00:00
"modelCount": 61902,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
2026-09-17 08:42:54 +00:00
"successCount": 6163,
"successRate": 0.09956059578042713,
"wilsonLowerBound": 0.0972266766162128
2026-09-17 07:00:42 +00:00
},
"vllm-patch-tokenizer": {
"framework": "vllm-patch-tokenizer",
2026-09-17 08:42:54 +00:00
"modelCount": 12383,
2026-09-17 07:00:42 +00:00
"officialConfigError": null,
"officialConfigValid": true,
"successCount": 1760,
2026-09-17 08:42:54 +00:00
"successRate": 0.1421303399822337,
"wilsonLowerBound": 0.13609096781087412
2026-09-17 07:00:42 +00:00
}
}
}
},
"frameworkUpdatedAt": null,
2026-09-17 14:23:11 +00:00
"generatedAt": "2026-09-17T14:20:41.165485+00:00",
2026-09-17 07:00:42 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 969.6326530612245,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.4860864549490963,
"queueFactor": 0.9859592177679982,
"queueWeight": 0.9859592177679982,
2026-09-17 14:06:00 +00:00
"recentSuccess": 39,
"recentSuccessRate": 0.2653061224489796,
"recentTerminal": 147,
"recentWilsonLowerBound": 0.2005734668615306,
2026-09-17 10:46:46 +00:00
"running": 8,
2026-09-17 14:19:23 +00:00
"selectionWeight": 0.4792614208892303,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:06:00 +00:00
"throughputPerHour": 24.5,
2026-09-17 14:19:23 +00:00
"waiting": 23756
2026-09-17 07:00:42 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 1260.402985074627,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 14:19:23 +00:00
"qualityFactor": 1.2029737918280323,
"queueFactor": 0.9479242267383988,
"queueWeight": 0.9479242267383988,
2026-09-17 14:06:00 +00:00
"recentSuccess": 51,
2026-09-17 14:19:23 +00:00
"recentSuccessRate": 0.3805970149253731,
"recentTerminal": 134,
"recentWilsonLowerBound": 0.3028004403078444,
2026-09-17 13:53:41 +00:00
"running": 8,
2026-09-17 14:19:23 +00:00
"selectionWeight": 1.1403280014051471,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 22.333333333333332,
"waiting": 28149
2026-09-17 07:00:42 +00:00
},
"Biren_166m": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 177.0989010989011,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
2026-09-17 14:19:23 +00:00
"maxConcurrentTasks": 8,
"qualityFactor": 0.11460405371137106,
"queueFactor": 1.2723824096379284,
"queueWeight": 1.2723824096379284,
"recentSuccess": 27,
"recentSuccessRate": 0.14835164835164835,
"recentTerminal": 182,
"recentWilsonLowerBound": 0.10400160797952315,
"running": 8,
"selectionWeight": 0.14582018201554886,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 30.333333333333332,
"waiting": 5372
2026-09-17 07:00:42 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 1552.4745762711864,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x4",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.9794689948311461,
"queueFactor": 0.9187479052668788,
"queueWeight": 0.9187479052668788,
2026-09-17 14:06:00 +00:00
"recentSuccess": 23,
2026-09-17 14:19:23 +00:00
"recentSuccessRate": 0.3898305084745763,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.27579176065584404,
2026-09-17 12:05:46 +00:00
"running": 7,
2026-09-17 14:19:23 +00:00
"selectionWeight": 0.8998850872749709,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 9.833333333333334,
2026-09-17 13:53:41 +00:00
"waiting": 15266
2026-09-17 07:00:42 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 489.72413793103453,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Cambricon_mlu-370-x8",
"healthFactor": 1.0,
"maxConcurrentTasks": 7,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.20647970327711795,
"queueFactor": 1.092338673601178,
"queueWeight": 1.092338673601178,
"recentSuccess": 23,
"recentSuccessRate": 0.19827586206896552,
"recentTerminal": 116,
"recentWilsonLowerBound": 0.13591176378176467,
2026-09-17 13:53:41 +00:00
"running": 7,
2026-09-17 14:19:23 +00:00
"selectionWeight": 0.22554576520329184,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 19.333333333333332,
"waiting": 9468
2026-09-17 07:00:42 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 31.559251559251557,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 24,
"qualityFactor": 0.05,
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-17 14:19:23 +00:00
"recentSuccess": 13,
"recentSuccessRate": 0.02702702702702703,
"recentTerminal": 481,
"recentWilsonLowerBound": 0.01586141321028799,
2026-09-17 12:05:46 +00:00
"running": 24,
2026-09-17 07:00:42 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 80.16666666666667,
"waiting": 2530
2026-09-17 07:00:42 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 77.24324324324324,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.08228961202354745,
2026-09-17 07:00:42 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-17 14:19:23 +00:00
"recentSuccess": 40,
"recentSuccessRate": 0.12012012012012012,
"recentTerminal": 333,
"recentWilsonLowerBound": 0.08946464308208478,
2026-09-17 14:06:00 +00:00
"running": 5,
2026-09-17 14:19:23 +00:00
"selectionWeight": 0.10697649563061169,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 55.5,
"waiting": 4287
2026-09-17 07:00:42 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 2588.108108108108,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.8857168398178822,
"queueFactor": 0.850947319185044,
"queueWeight": 0.850947319185044,
2026-09-17 13:53:41 +00:00
"recentSuccess": 15,
2026-09-17 14:19:23 +00:00
"recentSuccessRate": 0.40540540540540543,
"recentTerminal": 37,
"recentWilsonLowerBound": 0.2634629583994014,
"running": 3,
"selectionWeight": 0.7536983704000758,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 6.166666666666667,
"waiting": 15960
2026-09-17 07:00:42 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 507.22727272727275,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.37044922843869704,
"queueFactor": 1.0865998654282938,
"queueWeight": 1.0865998654282938,
"recentSuccess": 32,
"recentSuccessRate": 0.24242424242424243,
"recentTerminal": 132,
"recentWilsonLowerBound": 0.17727358005868543,
"running": 9,
"selectionWeight": 0.40253008176950344,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 22.0,
"waiting": 11159
2026-09-17 07:00:42 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 654.0,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.5156181503850966,
"queueFactor": 1.0459559003683037,
"queueWeight": 1.0459559003683037,
"recentSuccess": 30,
"recentSuccessRate": 0.2830188679245283,
"recentTerminal": 106,
"recentWilsonLowerBound": 0.20602338401321438,
"running": 5,
"selectionWeight": 0.5393138467322831,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 17.666666666666668,
"waiting": 11554
2026-09-17 07:00:42 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 3351.2727272727275,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Mthreads_s4000",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-17 09:13:21 +00:00
"qualityFactor": 2.5,
2026-09-17 14:19:23 +00:00
"queueFactor": 0.8185940254271765,
"queueWeight": 0.8185940254271765,
"recentSuccess": 25,
"recentSuccessRate": 0.5681818181818182,
2026-09-17 14:06:00 +00:00
"recentTerminal": 44,
2026-09-17 14:19:23 +00:00
"recentWilsonLowerBound": 0.42223890740554393,
"running": 5,
"selectionWeight": 2.0464850635679412,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:06:00 +00:00
"throughputPerHour": 7.333333333333333,
2026-09-17 14:19:23 +00:00
"waiting": 24576
2026-09-17 07:00:42 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 4235.727272727273,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Sunrise_pt-200-x1",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.46895956398548644,
"queueFactor": 0.7903343138069905,
"queueWeight": 0.7903343138069905,
"recentSuccess": 8,
"recentSuccessRate": 0.36363636363636365,
2026-09-17 14:06:00 +00:00
"recentTerminal": 22,
2026-09-17 14:19:23 +00:00
"recentWilsonLowerBound": 0.19732972772607896,
2026-09-17 07:00:42 +00:00
"running": 2,
2026-09-17 14:19:23 +00:00
"selectionWeight": 0.37063483520569485,
2026-09-17 07:00:42 +00:00
"stale": false,
2026-09-17 12:42:17 +00:00
"submissionEligible": true,
2026-09-17 14:06:00 +00:00
"throughputPerHour": 3.6666666666666665,
2026-09-17 14:19:23 +00:00
"waiting": 15531
2026-09-17 07:00:42 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 1655.2941176470588,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.13004608014046856,
"queueFactor": 0.9099525799454833,
"queueWeight": 0.9099525799454833,
"recentSuccess": 10,
"recentSuccessRate": 0.19607843137254902,
"recentTerminal": 51,
"recentWilsonLowerBound": 0.11015224836299274,
2026-09-17 09:13:21 +00:00
"running": 16,
2026-09-17 14:19:23 +00:00
"selectionWeight": 0.11833576613561644,
2026-09-17 07:00:42 +00:00
"stale": false,
2026-09-17 08:13:19 +00:00
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 8.5,
2026-09-17 14:06:00 +00:00
"waiting": 14070
2026-09-17 07:00:42 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-17 14:19:23 +00:00
"backlogHours": 795.173076923077,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-17 14:19:23 +00:00
"qualityFactor": 0.5386567596485563,
"queueFactor": 1.0157358625444561,
"queueWeight": 1.0157358625444561,
"recentSuccess": 30,
"recentSuccessRate": 0.28846153846153844,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.21015782725460305,
2026-09-17 10:58:06 +00:00
"running": 6,
2026-09-17 14:19:23 +00:00
"selectionWeight": 0.5471329883770282,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 14:19:23 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 13783
2026-09-17 07:00:42 +00:00
}
},
2026-09-17 14:19:23 +00:00
"queueAttemptedAt": "2026-09-17T14:17:02.084753+00:00",
2026-09-17 07:00:42 +00:00
"queueError": null,
2026-09-17 14:19:23 +00:00
"queueUpdatedAt": "2026-09-17T14:17:02.084753+00:00",
2026-09-17 07:00:42 +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
}