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 09:26:56 +00:00
"communityAttemptedAt": "2026-09-17T09:25:17.360256+00:00",
2026-09-17 07:00:42 +00:00
"communityError": null,
"communitySample": {},
2026-09-17 09:26:56 +00:00
"communityUpdatedAt": "2026-09-17T09:25:17.360256+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 09:40:38 +00:00
"generatedAt": "2026-09-17T09:38:53.982222+00:00",
2026-09-17 07:00:42 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 1161.9024390243903,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 09:36:00 +00:00
"qualityFactor": 1.0904926508414396,
"queueFactor": 0.9784654771263044,
"queueWeight": 0.9784654771263044,
"recentSuccess": 42,
"recentSuccessRate": 0.34146341463414637,
"recentTerminal": 123,
"recentWilsonLowerBound": 0.26360005517078905,
2026-09-17 09:24:10 +00:00
"running": 8,
2026-09-17 09:36:00 +00:00
"selectionWeight": 1.0670094119082978,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 20.5,
"waiting": 23819
2026-09-17 07:00:42 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 1510.2321428571427,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 09:36:00 +00:00
"qualityFactor": 1.5293108384968368,
"queueFactor": 0.9407287140990126,
"queueWeight": 0.9407287140990126,
2026-09-17 09:13:21 +00:00
"recentSuccess": 44,
2026-09-17 09:36:00 +00:00
"recentSuccessRate": 0.39285714285714285,
"recentTerminal": 112,
"recentWilsonLowerBound": 0.3074014855839453,
2026-09-17 09:24:10 +00:00
"running": 8,
2026-09-17 09:36:00 +00:00
"selectionWeight": 1.438666618556812,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 18.666666666666668,
"waiting": 28191
2026-09-17 07:00:42 +00:00
},
"Biren_166m": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 189.859649122807,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Biren_166m",
"healthFactor": 1.0,
2026-09-17 08:37:17 +00:00
"maxConcurrentTasks": 5,
2026-09-17 09:36:00 +00:00
"qualityFactor": 0.25342317695471195,
"queueFactor": 1.2839734858504555,
"queueWeight": 1.2839734858504555,
2026-09-17 09:24:10 +00:00
"recentSuccess": 32,
2026-09-17 09:36:00 +00:00
"recentSuccessRate": 0.1871345029239766,
"recentTerminal": 171,
"recentWilsonLowerBound": 0.1357892249575844,
2026-09-17 09:24:10 +00:00
"running": 5,
2026-09-17 09:36:00 +00:00
"selectionWeight": 0.3253886399098383,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 28.5,
"waiting": 5411
2026-09-17 07:00:42 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 1240.135135135135,
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 09:36:00 +00:00
"qualityFactor": 0.2182376077291502,
"queueFactor": 0.9689482995709339,
"queueWeight": 0.9689482995709339,
2026-09-17 09:01:03 +00:00
"recentSuccess": 15,
2026-09-17 09:36:00 +00:00
"recentSuccessRate": 0.20270270270270271,
"recentTerminal": 74,
"recentWilsonLowerBound": 0.1268696381027667,
2026-09-17 07:00:42 +00:00
"running": 7,
2026-09-17 09:36:00 +00:00
"selectionWeight": 0.2114609589115886,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 12.333333333333334,
2026-09-17 08:49:00 +00:00
"waiting": 15295
2026-09-17 07:00:42 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 641.9325842696629,
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 09:36:00 +00:00
"qualityFactor": 0.2759430154949087,
"queueFactor": 1.0695412610713992,
"queueWeight": 1.0695412610713992,
"recentSuccess": 19,
"recentSuccessRate": 0.21348314606741572,
"recentTerminal": 89,
"recentWilsonLowerBound": 0.14114687024752387,
2026-09-17 09:13:21 +00:00
"running": 7,
2026-09-17 09:36:00 +00:00
"selectionWeight": 0.29513244077626927,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 14.833333333333334,
"waiting": 9522
2026-09-17 07:00:42 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 28.211111111111112,
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 09:36:00 +00:00
"recentSuccess": 14,
"recentSuccessRate": 0.025925925925925925,
"recentTerminal": 540,
"recentWilsonLowerBound": 0.015505080684031204,
2026-09-17 09:24:10 +00:00
"running": 24,
2026-09-17 07:00:42 +00:00
"selectionWeight": 0.065,
"stale": false,
"submissionEligible": false,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 90.0,
"waiting": 2539
2026-09-17 07:00:42 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 89.74912891986062,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-17 09:36:00 +00:00
"qualityFactor": 0.08592998267943562,
2026-09-17 07:00:42 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-17 09:36:00 +00:00
"recentSuccess": 33,
"recentSuccessRate": 0.11498257839721254,
"recentTerminal": 287,
"recentWilsonLowerBound": 0.08305476986087616,
"running": 3,
"selectionWeight": 0.11170897748326632,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 47.833333333333336,
"waiting": 4293
2026-09-17 07:00:42 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 2664.1666666666665,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-17 09:36:00 +00:00
"qualityFactor": 1.1627759650189944,
"queueFactor": 0.8639462982791436,
"queueWeight": 0.8639462982791436,
"recentSuccess": 15,
"recentSuccessRate": 0.4166666666666667,
"recentTerminal": 36,
"recentWilsonLowerBound": 0.2714033350508729,
2026-09-17 07:00:42 +00:00
"running": 2,
2026-09-17 09:36:00 +00:00
"selectionWeight": 1.0045759907061191,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 6.0,
2026-09-17 09:24:10 +00:00
"waiting": 15985
2026-09-17 07:00:42 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 524.953125,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 09:36:00 +00:00
"qualityFactor": 0.488648422378701,
"queueFactor": 1.102307793332423,
"queueWeight": 1.102307793332423,
"recentSuccess": 32,
"recentSuccessRate": 0.25,
"recentTerminal": 128,
"recentWilsonLowerBound": 0.183011770761507,
2026-09-17 09:24:10 +00:00
"running": 8,
2026-09-17 09:36:00 +00:00
"selectionWeight": 0.5386409641876356,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 21.333333333333332,
"waiting": 11199
2026-09-17 07:00:42 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 847.9756097560976,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-17 09:36:00 +00:00
"qualityFactor": 0.6289577438990308,
"queueFactor": 1.0258017900152212,
"queueWeight": 1.0258017900152212,
"recentSuccess": 24,
"recentSuccessRate": 0.2926829268292683,
"recentTerminal": 82,
"recentWilsonLowerBound": 0.20526199890885147,
2026-09-17 09:01:03 +00:00
"running": 4,
2026-09-17 09:36:00 +00:00
"selectionWeight": 0.6451859795355609,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 13.666666666666666,
"waiting": 11589
2026-09-17 07:00:42 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 2498.1355932203387,
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 09:36:00 +00:00
"queueFactor": 0.8723254750340999,
"queueWeight": 0.8723254750340999,
2026-09-17 09:24:10 +00:00
"recentSuccess": 30,
2026-09-17 09:36:00 +00:00
"recentSuccessRate": 0.5084745762711864,
"recentTerminal": 59,
"recentWilsonLowerBound": 0.3843492802145344,
2026-09-17 07:00:42 +00:00
"running": 4,
2026-09-17 09:36:00 +00:00
"selectionWeight": 2.1808136875852497,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 9.833333333333334,
"waiting": 24565
2026-09-17 07:00:42 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 5177.0,
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 09:36:00 +00:00
"qualityFactor": 1.874061837145511,
"queueFactor": 0.782004463560936,
"queueWeight": 0.782004463560936,
"recentSuccess": 10,
"recentSuccessRate": 0.5555555555555556,
"recentTerminal": 18,
"recentWilsonLowerBound": 0.33716069428251627,
2026-09-17 07:00:42 +00:00
"running": 2,
2026-09-17 09:36:00 +00:00
"selectionWeight": 1.4655247216369975,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": false,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 3.0,
2026-09-17 09:13:21 +00:00
"waiting": 15531
2026-09-17 07:00:42 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 1834.8260869565217,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-17 09:24:10 +00:00
"qualityFactor": 0.05,
2026-09-17 09:36:00 +00:00
"queueFactor": 0.9136539176643506,
"queueWeight": 0.9136539176643506,
2026-09-17 09:01:03 +00:00
"recentSuccess": 6,
2026-09-17 09:36:00 +00:00
"recentSuccessRate": 0.13043478260869565,
"recentTerminal": 46,
"recentWilsonLowerBound": 0.06117757137492025,
2026-09-17 09:13:21 +00:00
"running": 16,
2026-09-17 09:36:00 +00:00
"selectionWeight": 0.04568269588321753,
2026-09-17 07:00:42 +00:00
"stale": false,
2026-09-17 08:13:19 +00:00
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 7.666666666666667,
"waiting": 14067
2026-09-17 07:00:42 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-17 09:36:00 +00:00
"backlogHours": 765.7777777777778,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-17 09:36:00 +00:00
"qualityFactor": 0.6075018591233142,
"queueFactor": 1.0416109643993787,
"queueWeight": 1.0416109643993787,
"recentSuccess": 30,
"recentSuccessRate": 0.2777777777777778,
"recentTerminal": 108,
"recentWilsonLowerBound": 0.20204904430713197,
2026-09-17 08:25:22 +00:00
"running": 6,
2026-09-17 09:36:00 +00:00
"selectionWeight": 0.6327805973558508,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 09:36:00 +00:00
"throughputPerHour": 18.0,
"waiting": 13784
2026-09-17 07:00:42 +00:00
}
},
2026-09-17 09:36:00 +00:00
"queueAttemptedAt": "2026-09-17T09:33:56.766668+00:00",
2026-09-17 07:00:42 +00:00
"queueError": null,
2026-09-17 09:36:00 +00:00
"queueUpdatedAt": "2026-09-17T09:33:56.766668+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
}