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 13:06:31 +00:00
"communityAttemptedAt": "2026-09-17T13:04:28.333378+00:00",
2026-09-17 07:00:42 +00:00
"communityError": null,
"communitySample": {},
2026-09-17 13:06:31 +00:00
"communityUpdatedAt": "2026-09-17T13:04:28.333378+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 13:19:19 +00:00
"generatedAt": "2026-09-17T13:17:47.039051+00:00",
2026-09-17 07:00:42 +00:00
"gpuStats": {
"Ascend_910-b3": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 957.1812080536913,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b3",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.43487531992338185,
"queueFactor": 0.9855374785323084,
"queueWeight": 0.9855374785323084,
2026-09-17 13:06:31 +00:00
"recentSuccess": 41,
2026-09-17 13:17:34 +00:00
"recentSuccessRate": 0.2751677852348993,
"recentTerminal": 149,
"recentWilsonLowerBound": 0.2097904882878087,
2026-09-17 10:46:46 +00:00
"running": 8,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.42858592627322073,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 24.833333333333332,
"waiting": 23770
2026-09-17 07:00:42 +00:00
},
"Ascend_910-b4": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 1260.8507462686568,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Ascend_910-b4",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.9749454573828129,
"queueFactor": 0.9456332125109099,
"queueWeight": 0.9456332125109099,
"recentSuccess": 51,
"recentSuccessRate": 0.3805970149253731,
"recentTerminal": 134,
"recentWilsonLowerBound": 0.3028004403078444,
2026-09-17 11:31:52 +00:00
"running": 8,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.9219408048878278,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 22.333333333333332,
"waiting": 28159
2026-09-17 07:00:42 +00:00
},
"Biren_166m": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 175.40217391304347,
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 13:17:34 +00:00
"qualityFactor": 0.09062871732699303,
"queueFactor": 1.2712091883629781,
"queueWeight": 1.2712091883629781,
"recentSuccess": 27,
"recentSuccessRate": 0.14673913043478262,
"recentTerminal": 184,
"recentWilsonLowerBound": 0.10284788663711725,
2026-09-17 10:46:46 +00:00
"running": 5,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.11520805819562457,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 30.666666666666668,
"waiting": 5379
2026-09-17 07:00:42 +00:00
},
"Cambricon_mlu-370-x4": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 1367.7313432835822,
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 13:17:34 +00:00
"qualityFactor": 0.5218216106698379,
"queueFactor": 0.9341618970505383,
"queueWeight": 0.9341618970505383,
"recentSuccess": 22,
"recentSuccessRate": 0.3283582089552239,
"recentTerminal": 67,
"recentWilsonLowerBound": 0.2279115761560597,
2026-09-17 12:05:46 +00:00
"running": 7,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.4874658657453032,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 11.166666666666666,
"waiting": 15273
2026-09-17 07:00:42 +00:00
},
"Cambricon_mlu-370-x8": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 512.5945945945946,
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 13:17:34 +00:00
"qualityFactor": 0.1849287246847821,
"queueFactor": 1.0823212011236694,
"queueWeight": 1.0823212011236694,
2026-09-17 13:06:31 +00:00
"recentSuccess": 23,
2026-09-17 13:17:34 +00:00
"recentSuccessRate": 0.2072072072072072,
"recentTerminal": 111,
"recentWilsonLowerBound": 0.14222816865850865,
2026-09-17 12:05:46 +00:00
"running": 7,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.20015227942310174,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 18.5,
"waiting": 9483
2026-09-17 07:00:42 +00:00
},
"Iluvatar_bi-100": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 33.57871396895787,
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 13:17:34 +00:00
"recentSuccess": 14,
"recentSuccessRate": 0.031042128603104215,
"recentTerminal": 451,
"recentWilsonLowerBound": 0.018579441240450873,
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 13:17:34 +00:00
"throughputPerHour": 75.16666666666667,
"waiting": 2524
2026-09-17 07:00:42 +00:00
},
"Iluvatar_bi-150": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 73.67241379310344,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_bi-150",
"healthFactor": 1.0,
"maxConcurrentTasks": 50,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.05300448666539031,
2026-09-17 07:00:42 +00:00
"queueFactor": 1.3,
"queueWeight": 1.3,
2026-09-17 13:17:34 +00:00
"recentSuccess": 38,
"recentSuccessRate": 0.10919540229885058,
"recentTerminal": 348,
"recentWilsonLowerBound": 0.0805948986694898,
"running": 8,
"selectionWeight": 0.06890583266500741,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 58.0,
"waiting": 4273
2026-09-17 07:00:42 +00:00
},
"Iluvatar_mrv-100": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 2521.263157894737,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Iluvatar_mrv-100",
"healthFactor": 1.0,
"maxConcurrentTasks": 2,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.6737271334415585,
"queueFactor": 0.8522745938661025,
"queueWeight": 0.8522745938661025,
2026-09-17 13:06:31 +00:00
"recentSuccess": 15,
2026-09-17 13:17:34 +00:00
"recentSuccessRate": 0.39473684210526316,
"recentTerminal": 38,
"recentWilsonLowerBound": 0.2559785926361891,
2026-09-17 11:31:52 +00:00
"running": 2,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.5742005190304778,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 6.333333333333333,
"waiting": 15968
2026-09-17 07:00:42 +00:00
},
"Kunlunxin_p-800": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 499.83582089552243,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Kunlunxin_p-800",
"healthFactor": 1.0,
"maxConcurrentTasks": 8,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.18523170013528706,
"queueFactor": 1.0864210270776384,
"queueWeight": 1.0864210270776384,
"recentSuccess": 27,
"recentSuccessRate": 0.20149253731343283,
"recentTerminal": 134,
"recentWilsonLowerBound": 0.14233403845341944,
2026-09-17 12:05:46 +00:00
"running": 8,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.2012396139083157,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 22.333333333333332,
2026-09-17 13:06:31 +00:00
"waiting": 11163
2026-09-17 07:00:42 +00:00
},
"MetaX_c-500": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 666.75,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "MetaX_c-500",
"healthFactor": 1.0,
"maxConcurrentTasks": 4,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.36333001690782296,
"queueFactor": 1.0404658139862129,
"queueWeight": 1.0404658139862129,
"recentSuccess": 28,
"recentSuccessRate": 0.2692307692307692,
"recentTerminal": 104,
"recentWilsonLowerBound": 0.19333139862414106,
2026-09-17 09:01:03 +00:00
"running": 4,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.3780324617876225,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 17.333333333333332,
"waiting": 11557
2026-09-17 07:00:42 +00:00
},
"Mthreads_s4000": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 3206.869565217391,
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 13:17:34 +00:00
"queueFactor": 0.822072413400303,
"queueWeight": 0.822072413400303,
"recentSuccess": 28,
"recentSuccessRate": 0.6086956521739131,
"recentTerminal": 46,
"recentWilsonLowerBound": 0.4645658371764493,
2026-09-17 12:05:46 +00:00
"running": 4,
2026-09-17 13:17:34 +00:00
"selectionWeight": 2.0551810335007574,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 7.666666666666667,
"waiting": 24586
2026-09-17 07:00:42 +00:00
},
"Sunrise_pt-200-x1": {
"available": true,
2026-09-17 13:06:31 +00:00
"backlogHours": 4052.086956521739,
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 13:17:34 +00:00
"qualityFactor": 0.4904293139835896,
"queueFactor": 0.7937257238307693,
"queueWeight": 0.7937257238307693,
2026-09-17 13:06:31 +00:00
"recentSuccess": 9,
"recentSuccessRate": 0.391304347826087,
"recentTerminal": 23,
"recentWilsonLowerBound": 0.22157377982382145,
2026-09-17 07:00:42 +00:00
"running": 2,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.38926636222945227,
2026-09-17 07:00:42 +00:00
"stale": false,
2026-09-17 12:42:17 +00:00
"submissionEligible": true,
2026-09-17 13:06:31 +00:00
"throughputPerHour": 3.8333333333333335,
"waiting": 15533
2026-09-17 07:00:42 +00:00
},
"Vastai_va16": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 1655.764705882353,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "Vastai_va16",
"healthFactor": 1.0,
"maxConcurrentTasks": 16,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.10539534272872642,
"queueFactor": 0.9077629974690814,
"queueWeight": 0.9077629974690814,
2026-09-17 12:17:57 +00:00
"recentSuccess": 10,
2026-09-17 13:17:34 +00:00
"recentSuccessRate": 0.19607843137254902,
"recentTerminal": 51,
"recentWilsonLowerBound": 0.11015224836299274,
2026-09-17 09:13:21 +00:00
"running": 16,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.09567399223470985,
2026-09-17 07:00:42 +00:00
"stale": false,
2026-09-17 08:13:19 +00:00
"submissionEligible": true,
2026-09-17 13:17:34 +00:00
"throughputPerHour": 8.5,
"waiting": 14074
2026-09-17 07:00:42 +00:00
},
"hygon_k100-ai": {
"available": true,
2026-09-17 13:17:34 +00:00
"backlogHours": 780.0,
2026-09-17 07:00:42 +00:00
"canVerify": true,
"error": null,
"gpu": "hygon_k100-ai",
"healthFactor": 1.0,
"maxConcurrentTasks": 6,
2026-09-17 13:17:34 +00:00
"qualityFactor": 0.41788073595367237,
"queueFactor": 1.016267597097763,
"queueWeight": 1.016267597097763,
"recentSuccess": 30,
"recentSuccessRate": 0.2830188679245283,
2026-09-17 13:06:31 +00:00
"recentTerminal": 106,
2026-09-17 13:17:34 +00:00
"recentWilsonLowerBound": 0.20602338401321438,
2026-09-17 10:58:06 +00:00
"running": 6,
2026-09-17 13:17:34 +00:00
"selectionWeight": 0.4246786514010834,
2026-09-17 07:00:42 +00:00
"stale": false,
"submissionEligible": true,
2026-09-17 13:06:31 +00:00
"throughputPerHour": 17.666666666666668,
2026-09-17 13:17:34 +00:00
"waiting": 13780
2026-09-17 07:00:42 +00:00
}
},
2026-09-17 13:17:34 +00:00
"queueAttemptedAt": "2026-09-17T13:15:39.708651+00:00",
2026-09-17 07:00:42 +00:00
"queueError": null,
2026-09-17 13:17:34 +00:00
"queueUpdatedAt": "2026-09-17T13:15:39.708651+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
}